Does Convergence of 4Ps and PhilHealth Sponsored Program Induce Outpatient Care Utilization

For Illness/Injury?

Mel Lorenzo Accad1

I. ABSTRACT

Given the binding resource and administrative constraints, the government often faces trade-off between

depth and breadth of social protection programs coverage and intended impact. On one hand, the

government may opt to have comprehensive well-complemented/converged programs and have deeper

impact but only for a limited coverage/number of beneficiaries. On the other hand, more people would

have been reached if the programs are not converged/complemented but covering only limited aspect of

vulnerability. This study investigates whether there’s considerable impact from complemented/converge

4Ps and PhilHealth Sponsored Program (SP) than compared to having 4Ps alone or SP alone. Applying

propensity score matching methods to address the program selection bias and using the Family Health

Survey 2011 data, this study finds statistically significant positive impact on outpatient utilization (due to

illness/injury) from the convergence of 4Ps and SP. This confirms that there’s income effect from 4Ps,

price effect from SP, and information advantage from the Family Development Sessions requirement in

4Ps for the beneficiaries to utilize outpatient care (resulting from illness/injury).

II. INTRODUCTION: STATEMENT OF THE PROBLEM

During the Arroyo administration, there was explosion of disparate numerous and small patches of social

protection programs that seek to reduce vulnerability and impoverishment of the people. During the 2009

review of NAPC, a total of 66 identified social protection programs/projects were being undertaken by 18

government agencies and attached agencies. The NAPC National Anti-Poverty Program (2010-2016)

report describes these social protection programs having lack of coordination, small coverage, and heavily

controlled access by local politicians and service providers. (National Anti-Poverty Program (2010-2016)

Part I, p. 23)

The Aquino administration sieved through these social protection programs and scaled up several of

them. In the Philippine Development Plan 2011-2016, the Aquino administration explicitly declared

policy of “converging social protection programs for priority beneficiaries and target areas”, further

stating:

“Social protection programs shall converge in terms of strategies, target beneficiaries and

geographic areas, to fully maximize resources and create more impact to beneficiaries. The

Pantawid Pamilyang Pilipino Program shall form the backbone of this convergence, with

complementation from other social protection programs that ensure job generation,

livelihood/microfinance, CDD and asset reform.”

(Philippine Development Plan 2011-2016, 2011, p. 261)

By 2012, the NEDA-Social Development Committee (composed of nine cabinet secretaries) instituted the

Social Protection Operational Framework and Strategy. (DSWD and NEDA-SDC-Subcommittee on

Social Protection (SC-SP), 2012)

1 PhD student, UP School of Economics

Given the political, administrative, and resource constraints, there is pronounced need to design the web

of social protection programs to efficiently achieve reduction of vulnerability and ultimately poverty and

inequality. Unfortunately, there’s dearth of impact evaluation about the convergence of these social

protection programs that can guide the policy-makers in recalibratings them.

Two of the most prominent and heavily funded social protection programs of the Aquino administration

are the conditional cash transfer program Pantawid Pamilya Pilipino Program (more commonly known

as 4Ps) and the social health insurance Sponsored Program of Philhealth (more commonly known as SP).

Pantawid Pamilya Pilipino Program (henceforth, 4Ps in the rest of this paper) is the flagship conditional

cash transfer program that aims to break the intergenerational dimension of poverty by investing in the

education and health of the household members. It started in 2008 with only 6,000 household

beneficiaries in four municipalities and two cities. The coverage was scaled up to 3 million households by

May 2012.

Since 1995, the Sponsored Program (as SP in the rest of this paper) of Philippine Health Insurance

Corporation (PhilHealth) is a free health insurance coverage of the poor households, mainly funded by

Local Government Units (LGUs) or co-financed by national government for some low-income LGUs.

Prior to 2011, poor households were mainly identified and selected by LGUs. Many conducted

evaluations found that there was high inclusion and exclusion errors in the identification of the poor.

(Chakraborty, 2012) In 2011, the national government addressed this leakage problem by financing only

the premiums of poor households identified by the nationally administered National Household Targeting

System for Poverty Reduction (NHTS-PR). Consequently, this implies the convergence of 4Ps and SP

since 4Ps beneficiaries are also in NHTS-PR. The actual implementation of automatic SP coverage of 4Ps

households started only on May 29, 2012 after the issuance of PhilHealth Circular No. 24 s. 2012 and

budget allotment in GAA for fiscal year 2012.

This study tries to pin down the impact of the convergence of 4Ps and SP on the outpatient care utilization

for illness/injury. We used outpatient utilization for illness/injury as main outcome variable to take

advantage of the short-term variability that’s possibly caused by annual coverage from SP and newly

scaled up 4Ps in 2011. The data used in this study is the Family Health Survey conducted in 2011

because, as earlier mentioned, 4Ps and SP were fully converged from 2012 onwards; hence, there’s no

longer control group composed of households that have 4Ps alone or SP alone post-2012.

III. IDENTIFICATION, PROGRAM BENEFITS DESIGN, AND BENEFITS DELIVERY

Pantawid Pamilya Pilipino Program (4Ps)

After selecting municipalities, 4Ps household beneficiaries are identified using Proxy Means Test (PMT)

based on the provincial poverty threshold. Eligible households are those with pregnant women and/or

with children between zero to 14 years old.

Cash transfers are based on two criteria. First is called the health grant which includes PhP 500 per

household every month. Health grant requires the households that: (a) children aged below five regularly

visit health center for DOH protocol checkups; (b) pregnant women regularly visit health center for

prenatal checkups; (c) all school-aged children undergo deworming at schools; (d) households with 0-14

years old attend the Family Development Sessions at least once a month.

The second type of cash transfer is the education grant which is PhP 300 per child per month (up to 10

school months a year) for maximum of three children. The condition is that the children should have at

least 85% of school days attendance every month.

The conditions are being monitored using the Compliance Verification System (CVS). CVS forms are

kept by school teachers and health facilities. These forms are verified bimonthly prior to each release of

cash. Cash is delivered through ATM cash cards through rural banks, over-the-counter LandBank

branches, or Globe G-cash remit outlets.

Sponsored Program – PhilHealth

Type of Benefit Details of Coverage Only for Poor

or All NHIP?

Inpatient Acute Care First-peso coverage for hospitalization. Payment is on a fee-

for-service basis, up to a limit identified by PhilHealth.

PhilHealth pays for

(a) room and board

(b) services of health care professionals

(c) diagnostic, laboratory, and other medical

examination services;

(d) use of surgical or medical equipment and

facilities;

(e) prescription drugs, subject to limitations;

(f) inpatient education packages. Hospitals are

allowed to balance bill over and above the

PhilHealth payments. Prices are not regulated

by PhilHealth and are not transparent.

For all members

Inpatient Acute Care No Balance Billing package where public hospitals are paid a

fixed rate per case. Initially, 23 cases are included PhilHealth

hopes to cover all cases in 2012.

Only for Sponsored

Program using

services in public

hospitals. For

private hospitals,

case rates apply but

private

Special packages TB

DOTS (Tuberculosis

Directly Observed

Therapy, Short-

course), Maternal and

Neonatal Care

Provides fixed rates with no balance billing. Now, largely

integrated into No Balance Billing scheme.

All members

Outpatient benefits The outpatient benefits cover primary consultation with

general physicians, as well as lab tests such as complete X-

rays, fecal and urine analysis, complete blood count, and

sputum microscopy.

Only SP

Actual table copied from (Chakraborty, 2012)

Prior to 2012, the premium is PhP 1,200 per identified household. The national government co-finances

90% of premium for five years with poor LGUs (4th, 5th, and 6th class) for the Sponsored Program

beneficiaries.

Starting 2009, the national government started to subsidize the premium of Sponsored Program household

beneficiaries which are identified poor by the National Household Targeting System for Poverty

Reduction (NHTS-PR). In 2010, the final list of 5.2 million NHTS-PR-identified households came out

and only 15% (or 800,000 members) of them are covered by Sponsored Program. (Chakraborty, 2012)

The automatic coverage of NHTS-PR identified households, which include 4Ps beneficiaries, was first

instituted through PhilHealth Board Resolution No 1571 s. 2011 and was given PhP 12 Billion from the

National Government budget in GAA 2012. The first wave of implementation happened in May 29, 2012

after the issuance of PhilHealth Circular No. 24 s. 2012.

Targeting and coverage systems of SP and 4Ps:

Prior to 2012 After 2012

IV. HYPOTHESIS

NHTS-PR

4Ps

Nat’lly-identified

SP beneficiaries

SP LGU-identified SP

beneficiaries

Nat’lly-identified SP

beneficiaries

SP LGU-identified SP

beneficiaries

NHTS-PR

4Ps

Using the conventional choice model in economics, the increase in income from 4Ps is represented by

parallel shift in budget line upwards. The social insurance Sponsored Program (SP) benefit is represented

by decrease in effective price of outpatient care (outward pivot of budget line shown in the diagram

above) because the social insurance basically lifts the fees of outpatient consultation for the beneficiaries.

Note that the pivoted budget line is still downward sloping because there are still costs to the SP

beneficiaries of utilizing outpatient care like fare of going to the nearest PhilHealth-accredited public

health facility, and not to mention the forgone income. SP benefits are reflected as price because the

benefits, when availed, cannot be used to buy other goods somewhere else.

Depending on the nature of utility function of the selected beneficiaries, the conventional choice model

can give us intuition on what will be the overall effect from having both the income and effective price

changes.

If we assume that outpatient care for illness/injury is a normal and ordinary good, we expect increase in

outpatient care utilization for illness/injury from the increase in income from 4Ps and decrease in

effective price of outpatient care (as shown in graph below). In this way, the income effect surpasses the

substitution effect.

However, we cannot rule out the possibility when the substitution effect just cancels out the income

effect, making the outpatient utilization level equal as before. One possible scenario is that the income

effect from 4Ps is just enough to finance the requirements like sending the children to school,

transportation and forgone income costs in attending prenatal check-ups, Family Development Sessions,

deworming of children. Even with the increase in demand for these requirements (because they are

required in the first place), there may be no change in demand for outpatient care for illness/injury.

Another possibility is that program beneficiaries would substitute outpatient care for other goods as their

income increases and as effective price of outpatient care decreases. For one, the beneficiaries may

valuate outpatient care as inferior good. There are many possible scenarios that can fit in this case,

ranging from increase in consumption of vices to increase in demand for lumpy capital/heavy equipment

for family farm, all of these possible scenarios that lead to sacrificing of outpatient care for illness/injury.

Other important aspects that we cannot ignore in this study are the program specific specification, actual

implementation, and partial equilibrium effects (specifically the supply side ones). These other pathways

affect outpatient care utilization for illness/injury other than the income and price effects from 4Ps and

SP:

Variation of supply of outpatient care across areas

General program selection processes of PhilHealth and 4Ps

Double endogeneity/selection bias from being selected both in SP and 4Ps

Information advantage from 4Ps requirement of Family Development Sessions

Other factors driving retention of beneficiaries into the program

These listed other pathways can affect both the treatment and the main outcome so that the estimated

effect of the treatment may not be solely due to the treatment per se but from these confounding factors.

Hence, this study tries to address these sources of bias in the evaluation method.

V. EVALUATION DESIGN

The main evaluation method used in this study is the Propensity Score Matching to compute for the

Average Treatment Effect on the Treated. Matching treated and untreated samples based on exact

observed characteristics can be very tedious and almost impossible to implement because of limited

sample. This dimensionality curse of covariate matching is solved by Propensity Score Matching by

finding untreated matches to the treated sample based on probability of getting the treatment. (Rosenbaum

& Rubin, 1984)

Note that in principle, average treatment effect on the treated is just the difference between the expected

outcomes with and without treatment among those who actually participated in treatment (Caliendo &

Kopeinig, 2008):

𝜏𝐴𝑇𝑇 = 𝐸(𝜏|𝑇 = 1) = 𝐸(𝑌(1)|𝑇 = 1) − 𝐸(𝑌(0)|𝑇 = 1)

Note that the subtrahend is not observable because we cannot have same person subjected to two different

treatments at the same time and observe different outcomes. What is observable is the outcome among

those who did not get the treatment. Transposing the subtrahend to the left hand side and subtracting both

sides the observable 𝐸(𝑌(0)|𝑇 = 0), we get

𝜏𝐴𝑇𝑇 + 𝐸(𝑌(0)|𝑇 = 1) − 𝐸(𝑌(0)|𝑇 = 0)⏟ = 𝐸(𝑌(1)|𝑇 = 1) − 𝐸(𝑌(0)|𝑇 = 0)

The term in underbrace is called the selection bias.

The selection bias is zero under the following conditions:

Weak Conditional Independence Assumption: 𝑦0 ⊥ 𝑇|𝑿

The probability of getting treated, after being conditioned on list of observed covariates X, should

be orthogonal (independent) to the potential outcomes

Weak Common Support: Pr[𝑇 = 1|𝑿] < 1

The probability of the samples of getting treatment should be positive and the probabilities of

treated and untreated samples should overlap in order to have matches

We only need the weaker assumptions of in computing the Average Treatment Effects on the Treated.

(Caliendo & Kopeinig, 2008)

Controlling for other sources of bias:

Variation of supply of outpatient care across areas

General program selection process for each SP and 4Ps

Double endogeneity from two selection biases from being selected both in SP and 4Ps

Information advantage from 4Ps requirement of Family Development Sessions

Bias from variation of supply of outpatient care is minimized by including the province/city and

urban/rural dummy variables since primary health care is devolved to the LGUs.

The selection process of SP or 4Ps is controlled by including most of wealth asset variables used in the

proxy means test. Note that we cannot have all the variables used in proxy means tests because of data

limitation.

To control for the double endogenetity arising from having two program selection process, this study run

the evaluation methods in three different samples. In the first model, we use only households with SP and

compared households with both SP and 4Ps against those with SP alone. In this way, we are able to pin

down the wealth effect among households that experienced price effect from SP. In the second model, we

use households with 4Ps and compared those with SP and 4Ps against those with 4Ps alone. In this way,

we are able to pin down the price effect among households that experienced wealth effect from 4Ps.

Model 1: SP Sample only Model 1: 4Ps Sample only

SP Alone

(T=0)

4Ps Alone

Both 4Ps

& SP

(T=1)

4Ps Alone (T=0)

Both 4Ps

& SP

(T=1)

SP Alone

Control variables used:

Membership in other types of insurance (SSS, GSIS, private insurance)

Wealth-asset indicators (14 items)

Household head’s age and age-squared

Household head’s sex

Household head’s highest grade completed

Highest grade completed composition of household members

Number of household members

Age composition of household members

Urban/rural dummy variables

Province/city dummy variables

VI. RESULTS

As base model, we first implement ordinary least squares.

Ordinary Least Squares Results

Dependent variable: Outpatient utilization for illness/injury last 30 days

Without control variables With control variables

SP Sample 4Ps Sample SP Sample 4Ps Sample

4Ps 0.0572249***

(0.0103964)

0.0424959***

(0.0120871)

SP 0.0603101***

(0.0116316)

0.0498801***

(0.0131036)

Constant 0.1953929***

(0.0050686)

0.1923077***

(0.0072724)

0.1819312

(0.1218599)

0.215064*

(0.128545)

Obs 8413 5230 8413 5230

F( ) 30.3 26.88 . .

Prob > F 0 0 . .

R2 0.0039 0.0052 0.0721 0.0832

Rt. MSE 0.40726 0.41238 0.39726 0.40262

*** 1%, ** 5%, * 10% levels. Standard deviation in parentheses

Average Treatment Effects on the Treated using different Propensity Score Matching Methods

ATT

(SE Bootstrap)

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Treatment:4Ps and SP

Among SP Sample

0.0427757***

(0.0159229)

0.0432937**

(0.0173394)

0.0451356***

(0.0160681)

Treatment:4Ps and SP

Among 4Ps Sample

0.0354197*

(0.0211125)

0.0346615**

(0.0141089)

0.0378602**

(0.0180679)

*** 1%, ** 5%, * 10% levels. Bootstrap standard deviations in parentheses

Balancing Test

Balancing

Tests

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

SP Sample

(RAW) 0.292

2848.21

(0)

13.6

(9.4) 0.292

2848.21

(0)

13.6

(9.4) 0.292

2848.21

(0)

13.6

(9.4)

SP Sample

(MATCHED) 0.022

129.95

(0.973)

2.1

(1.5) 0.012

67.17

(1)

1.5

(1) 0.012

71.08

(1)

1.6

(1)

4Ps Sample

(RAW) 0.219

1549.28

(0)

6.5

(4.8) 0.219

1549.28

(0)

6.5

(4.8) 0.219

1549.28

(0)

6.5

(4.8)

4Ps Sample

(MATCHED) 0.028

158.31

(0.433)

2.4

(2) 0.013

74.24

(1)

1.7

(1.4) 0.015

86.51

(1)

1.7

(1.2)

VII. CONCLUSION

Having both 4Ps and SP sample against having SP alone increases outpatient utilization for illness/injury

by 4 percentage points. Having both 4Ps and SP against having 4Ps alone increase outpatient utilization

for illness/injury by 3 percentage points.

VIII. REFERENCES

Caliendo, M., & Kopeinig, S. (2008). Some practical guidance for implementation of propensity score

matching. Journal of Economic Surveys, 31-72.

Chakraborty, S. (2012). Philippines' Government Sponsored Health Coverage Program for Poor

Households. Washington, DC: The World Bank.

DSWD and NEDA-SDC-Subcommittee on Social Protection (SC-SP). (2012). Social Protection

Framework and Strategy of the Philippines. Retrieved May 18, 2014, from

http://kec.dswd.gov.ph/index.php?option=com_edocman&task=document.viewdoc&id=51&Item

id=103

National Anti-Poverty Commission. (n.d.). National Anti-Poverty Program (2010-2016) Part I. Retrieved

from

https://www.google.com.ph/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CCgQFjAA

&url=http%3A%2F%2Fmaps.napc.gov.ph%2Fdrupal%2Fsites%2Fdefault%2Ffiles%2Fdocumen

ts%2FNational_Anti-

Poverty_Program_Part1.pdf&ei=j9B4U8PJBoyZlQW1noCIBg&usg=AFQjCNHwur7vPc7oJrME

w

Republic of the Philippines. (2011). Philippine Development Plan 2011-2016. National Economic

Development Authority. Retrieved from Philippine Development Plan 2011-2016.

Rosenbaum, P., & Rubin, D. (1984). Reducing the bias in observational studies using subclassification on

the propensity score. Journal of the American Statistical Association, 516-524.

I. Appendix

Summary Statistics

ALL SAMPLE SP SAMPLE 4Ps SAMPLE

Variable Variable Definition Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max

visited_health_ill Visited health facility due to

illness/injury in the last 30 days 48586 0.1628041 0.3691906 0 1 8413 0.210983 0.4080306 0 1 5230 0.218738 0.41343 0 1

treatment1X2 HH is beneficiary of SP and 4Ps 48586 0.0471741 0.2120132 0 1 8413 0.2724355 0.4452392 0 1 5230 0.4382409 0.4962186 0 1

treatment1 HH is beneficiary of 4Ps 48586 0.1076442 0.3099337 0 1 8413 0.2724355 0.4452392 0 1 5230 1 0 1 1

treatment2 HH is beneficiary of SP 48586 0.1731569 0.3783867 0 1 8413 1 0 1 1 5230 0.4382409 0.4962186 0 1

hinsurA No. of HH mem: PhilHealth Paying Member

48586 0.5846129 0.8899361 0 12 8413 0.1321764 0.4502099 0 7 5230 0.1854685 0.4810614 0 5

hinsurB No. of HH mem: PhilHealth

Dependent of Paying Member 48586 0.9191125 1.556854 0 11 8413 0.1818614 0.7673924 0 11 5230 0.585086 1.57612 0 11

hinsurE No. of HH mem: PhilHealth

Privately Sponsored Member 48586 0.0071626 0.1261773 0 8 8413 0.0032093 0.074679 0 4 5230 0.0091778 0.1853083 0 8

hinsurF No. of HH mem: PhilHealth

Retiree/Lifetime Member 48586 0.0214671 0.1695456 0 8 8413 0.0059432 0.0936036 0 3 5230 0.0034417 0.0647724 0 2

hinsurG

No. of HH mem: PhilHealth

Dependent of Retiree/Lifetime Member

48586 0.0095501 0.1205087 0 6 8413 0.0028527 0.0576233 0 2 5230 0.0036329 0.0926966 0 4

hinsurH No. of HH mem: SSS 48586 0.5601819 0.9639646 0 13 8413 0.190895 0.5870919 0 8 5230 0.1235182 0.471852 0 9

hinsurI No. of HH mem: GSIS 48586 0.075742 0.3308833 0 7 8413 0.0242482 0.1983807 0 5 5230 0.0130019 0.1320042 0 5

hinsurJ No. of HH mem: Private

Insurance 48586 0.0385502 0.2848728 0 8 8413 0.0067752 0.1093652 0 4 5230 0.0078394 0.107723 0 4

hinsurX No. of HH mem: Others, specified

in the blank 48586 0.0317581 0.3200287 0 10 8413 0.0351836 0.3625322 0 9 5230 0.0351816 0.4207122 0 8

electricity HH has electricity 48586 0.8482279 0.3588036 0 1 8413 0.7477713 0.4343176 0 1 5230 0.614914 0.4866622 0 1

radio HH has radio 48586 0.5289795 0.4991646 0 1 8413 0.4496612 0.4974891 0 1 5230 0.3535373 0.4781134 0 1

aircon HH has aircon 48586 0.1063269 0.3082588 0 1 8413 0.0229407 0.1497233 0 1 5230 0.009369 0.0963484 0 1

tv HH has tv 48586 0.7018483 0.4574512 0 1 8413 0.5533104 0.4971794 0 1 5230 0.3904398 0.4878956 0 1

phone HH has phone 48586 0.1020047 0.3026576 0 1 8413 0.0244859 0.1545613 0 1 5230 0.0124283 0.1107979 0 1

cellphone HH has cellphone 48586 0.7557115 0.429669 0 1 8413 0.6503031 0.4769025 0 1 5230 0.5305927 0.4991109 0 1

washmach HH has washing machine 48586 0.3022887 0.4592544 0 1 8413 0.1252823 0.3310584 0 1 5230 0.0535373 0.2251238 0 1

ref HH has refrigerator 48586 0.373091 0.483631 0 1 8413 0.1829312 0.3866331 0 1 5230 0.0804971 0.2720873 0 1

cdvcddvd HH has cd/vcd/dvd player 48586 0.4869098 0.4998338 0 1 8413 0.3424462 0.4745562 0 1 5230 0.2361377 0.4247484 0 1

component HH has component 48586 0.2146091 0.4105551 0 1 8413 0.1167241 0.3211103 0 1 5230 0.0676864 0.2512311 0 1

pc HH has pc 48586 0.1802989 0.3844401 0 1 8413 0.0420777 0.2007785 0 1 5230 0.0152964 0.1227407 0 1

stove HH has stove 48586 0.1499815 0.3570569 0 1 8413 0.0484964 0.2148254 0 1 5230 0.0239006 0.152754 0 1

tractor HH has tractor 48586 0.0167538 0.1283489 0 1 8413 0.0155711 0.1238164 0 1 5230 0.0087954 0.0933794 0 1

motorboat HH has motorboat 48586 0.030338 0.1715173 0 1 8413 0.0439796 0.2050618 0 1 5230 0.0692161 0.2538455 0 1

car HH has car 48586 0.0903758 0.2867224 0 1 8413 0.0196125 0.1386728 0 1 5230 0.007457 0.0860395 0 1

motor HH has motorcycle 48586 0.2309101 0.4214194 0 1 8413 0.1793653 0.3836807 0 1 5230 0.1120459 0.3154531 0 1

bike HH has bicycle 48586 0.1687317 0.3745187 0 1 8413 0.1533341 0.3603307 0 1 5230 0.1005736 0.3007921 0 1

head_age HH head's age 48586 47.07617 14.63643 14 98 8413 47.57126 13.61296 15 95 5230 43.8914 12.00311 15 94

headage_sqr Squared HH head's age 48586 2430.387 1488.724 196 9604 8413 2448.315 1394.087 225 9025 5230 2070.502 1161.813 225 8836

head_male HH head is male 48586 0.8305685 0.3751365 0 1 8413 0.8679425 0.3385734 0 1 5230 0.9244742 0.2642632 0 1

No grade completed HH head has no grade completed

some elementary HH head has some elementary 48586 0.1928127 0.3945113 0 1 8413 0.299893 0.4582381 0 1 5230 0.3611855 0.4803901 0 1

Elementary graduate HH head is elementary graduate 48586 0.1563619 0.3632018 0 1 8413 0.215381 0.4111108 0 1 5230 0.2183556 0.4131696 0 1

ALL SAMPLE SP SAMPLE 4Ps SAMPLE

Variable Variable Definition Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max

some high school HH head has some high school 48586 0.1140246 0.3178444 0 1 8413 0.1465589 0.3536867 0 1 5230 0.1390057 0.3459856 0 1

high school graduate HH head is high school graduate 48586 0.2278228 0.419432 0 1 8413 0.1906573 0.3928428 0 1 5230 0.1481836 0.3553158 0 1

some college HH head has some college 48586 0.1395052 0.3464765 0 1 8413 0.0754784 0.2641775 0 1 5230 0.0466539 0.2109167 0 1

college graduate HH head is college graduate 48586 0.140205 0.3472032 0 1 8413 0.0373232 0.1895638 0 1 5230 0.0210325 0.1435064 0 1

hgc1 No of HH mem: No grade

completed 48586 0.1316017 0.4811255 0 14 8413 0.1555925 0.4801491 0 7 5230 0.2961759 0.7191376 0 8

hgc2 No of HH mem: some elementary 48586 1.140678 1.347538 0 14 8413 1.659337 1.535275 0 14 5230 2.35086 1.670917 0 11

hgc3 No of HH mem: Elementary graduate

48586 0.4809204 0.7747005 0 8 8413 0.6623083 0.8884273 0 8 5230 0.7298279 0.914728 0 6

hgc4 No of HH mem: some high school 48586 0.5936072 0.8550232 0 7 8413 0.7679781 0.9522038 0 7 5230 0.8191205 0.9876739 0 7

hgc5 No of HH mem: high school

graduate 48586 0.7677726 0.9668242 0 11 8413 0.7728515 0.9883366 0 9 5230 0.5646272 0.8513156 0 7

hgc6 No of HH mem: some college 48586 0.4950397 0.8184266 0 7 8413 0.3254487 0.682026 0 6 5230 0.198088 0.544234 0 5

hgc7 No of HH mem: college graduate 48586 0.4408677 0.8763248 0 12 8413 0.1642696 0.5227787 0 7 5230 0.0843212 0.3589722 0 4

qhmember Total household members 48586 4.659614 2.28159 1 25 8413 5.289433 2.359414 1 25 5230 6.058126 2.19678 1 22

HH AGE COMPOSITION

hhmem_age0 (BASE) No of HH mem aged 0 BASE

hhmem_age1_2 No of HH mem aged 1 to 2 48586 0.1997695 0.4343736 0 4 8413 0.244978 0.4750179 0 4 5230 0.298088 0.497129 0 4

hhmem_age3_4 No of HH mem aged 3 to 4 48586 0.2086815 0.4390429 0 5 8413 0.2724355 0.481663 0 4 5230 0.381262 0.5465103 0 4

hhmem_age5_6 No of HH mem aged 5 to 6 48586 0.2097929 0.4421588 0 3 8413 0.2806371 0.4951519 0 3 5230 0.4082218 0.5575413 0 3

hhmem_age7_8 No of HH mem aged 7 to 8 48586 0.2207838 0.4548268 0 4 8413 0.2897896 0.508077 0 3 5230 0.4347992 0.5710667 0 4

hhmem_age9_10 No of HH mem aged 9 to 10 48586 0.2157617 0.4516141 0 4 8413 0.293831 0.5048092 0 3 5230 0.4122371 0.5697172 0 3

hhmem_age11_12 No of HH mem aged 11 to 12 48586 0.2169555 0.4550851 0 4 8413 0.2994176 0.5128829 0 4 5230 0.4248566 0.5661397 0 3

hhmem_age13_14 No of HH mem aged 13 to 14 48586 0.2108426 0.4509519 0 5 8413 0.2782598 0.4995949 0 3 5230 0.3871893 0.5550481 0 4

hhmem_age15_16 No of HH mem aged 15 to 16 48586 0.1971967 0.436751 0 4 8413 0.251991 0.4806997 0 4 5230 0.3122371 0.51764 0 3

hhmem_age17_18 No of HH mem aged 17 to 18 48586 0.1910839 0.4368056 0 6 8413 0.2207298 0.4578144 0 3 5230 0.2470363 0.4772164 0 3

hhmem_age19_20 No of HH mem aged 19 to 20 48586 0.1767382 0.423148 0 4 8413 0.1864971 0.4312433 0 3 5230 0.1787763 0.4203297 0 3

hhmem_age21_22 No of HH mem aged 21 to 22 48586 0.1639773 0.4112895 0 4 8413 0.1618923 0.408467 0 3 5230 0.142065 0.3816016 0 3

hhmem_age23_24 No of HH mem aged 23 to 24 48586 0.1492817 0.3954111 0 5 8413 0.1370498 0.3787919 0 3 5230 0.124283 0.3561379 0 3

hhmem_age25_26 No of HH mem aged 25 to 26 48586 0.1423455 0.3860685 0 3 8413 0.129918 0.3669993 0 3 5230 0.1279159 0.3609936 0 3

hhmem_age27_28 No of HH mem aged 27 to 28 48586 0.1378792 0.3810189 0 3 8413 0.1258766 0.3592565 0 3 5230 0.133652 0.3714771 0 3

hhmem_age29_30 No of HH mem aged 29 to 30 48586 0.1374264 0.3809664 0 3 8413 0.1315821 0.3712406 0 3 5230 0.134608 0.3713893 0 3

hhmem_age31_32 No of HH mem aged 31 to 32 48586 0.1320957 0.3743393 0 4 8413 0.1308689 0.3727705 0 4 5230 0.1397706 0.3804426 0 2

hhmem_age33_34 No of HH mem aged 33 to 34 48586 0.1221545 0.3612384 0 3 8413 0.1250446 0.3633293 0 3 5230 0.1428298 0.3858033 0 2

hhmem_age35_36 No of HH mem aged 35 to 36 48586 0.1221957 0.3565793 0 3 8413 0.1238559 0.3558061 0 3 5230 0.1518164 0.3885573 0 2

hhmem_age37_38 No of HH mem aged 37 to 38 48586 0.1136541 0.3438518 0 3 8413 0.1195768 0.3457688 0 2 5230 0.1491396 0.3856459 0 2

hhmem_age39_40 No of HH mem aged 39 to 40 48586 0.1159593 0.3502652 0 3 8413 0.1196957 0.3533796 0 3 5230 0.1455067 0.3838062 0 2

hhmem_age41_42 No of HH mem aged 41 to 42 48586 0.1143951 0.3471222 0 3 8413 0.1269464 0.3603674 0 2 5230 0.1374761 0.3762287 0 2

hhmem_age43_44 No of HH mem aged 43 to 44 48586 0.0956037 0.3187051 0 3 8413 0.1050755 0.3344809 0 3 5230 0.1080306 0.3381643 0 2

hhmem_age45_46 No of HH mem aged 45 to 46 48586 0.099185 0.3242784 0 3 8413 0.1135148 0.3431611 0 3 5230 0.1195029 0.3548184 0 2

hhmem_age47_48 No of HH mem aged 47 to 48 48586 0.0951303 0.3168717 0 3 8413 0.1031737 0.3286244 0 2 5230 0.099044 0.3197745 0 2

hhmem_age49_50 No of HH mem aged 49 to 50 48586 0.0897378 0.3086601 0 3 8413 0.0965173 0.3125273 0 2 5230 0.0883365 0.2989075 0 2

hhmem_age51_52 No of HH mem aged 51 to 52 48586 0.0906228 0.312413 0 3 8413 0.0978248 0.3257258 0 2 5230 0.0889101 0.3085003 0 2

hhmem_age53_54 No of HH mem aged 53 to 54 48586 0.075001 0.2817453 0 2 8413 0.0841555 0.2994721 0 2 5230 0.0659656 0.2653733 0 2

hhmem_age55_56 No of HH mem aged 55 to 56 48586 0.0743836 0.2827109 0 3 8413 0.0797575 0.2948848 0 2 5230 0.0581262 0.2513416 0 2

hhmem_age57_58 No of HH mem aged 57 to 58 48586 0.0630223 0.2600269 0 2 8413 0.0675146 0.2687681 0 2 5230 0.0424474 0.2118035 0 2

hhmem_age59_60 No of HH mem aged 59 to 60 48586 0.0606553 0.2538273 0 2 8413 0.0582432 0.2446432 0 2 5230 0.0403442 0.2081195 0 2

hhmem_age61_62 No of HH mem aged 61 to 62 48586 0.0542337 0.2407534 0 3 8413 0.0552716 0.2421616 0 2 5230 0.0332696 0.1897201 0 2

hhmem_age63_64 No of HH mem aged 63 to 64 48586 0.0448483 0.2200824 0 2 8413 0.0395816 0.2050884 0 2 5230 0.0217973 0.1536918 0 2

ALL SAMPLE SP SAMPLE 4Ps SAMPLE

Variable Variable Definition Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max

hhmem_age65_66 No of HH mem aged 65 to 66 48586 0.0352982 0.1932516 0 2 8413 0.0367289 0.19796 0 2 5230 0.0256214 0.16512 0 2

hhmem_age67_68 No of HH mem aged 67 to 68 48586 0.0300498 0.1788513 0 2 8413 0.0285273 0.171409 0 2 5230 0.0185468 0.1391179 0 2

hhmem_age69_70 No of HH mem aged 69 to 70 48586 0.0296587 0.1777046 0 2 8413 0.0268632 0.1702872 0 2 5230 0.0206501 0.1475041 0 2

hhmem_age71_72 No of HH mem aged 71 to 72 48586 0.0253571 0.165997 0 2 8413 0.0259123 0.1718238 0 2 5230 0.0135755 0.1237182 0 2

hhmem_age73_74 No of HH mem aged 73 to 74 48586 0.0221257 0.1533956 0 2 8413 0.0219898 0.1560828 0 2 5230 0.0118547 0.1134189 0 2

hhmem_age75_76 No of HH mem aged 75 to 76 48586 0.0198823 0.1443808 0 2 8413 0.0196125 0.1445491 0 2 5230 0.0130019 0.1182487 0 2

hhmem_age77_78 No of HH mem aged 77 to 78 48586 0.0151484 0.1248113 0 2 8413 0.0162843 0.1311862 0 2 5230 0.0091778 0.097354 0 2

hhmem_age79_80 No of HH mem aged 79 to 80 48586 0.0123287 0.1136568 0 2 8413 0.0105789 0.1046122 0 2 5230 0.009369 0.0983133 0 2

hhmem_age81_82 No of HH mem aged 81 to 82 48586 0.0087062 0.0946568 0 2 8413 0.0072507 0.0862364 0 2 5230 0.0040153 0.0632451 0 1

hhmem_age83_84 No of HH mem aged 83 to 84 48586 0.0076565 0.089497 0 2 8413 0.0068941 0.0827489 0 1 5230 0.0038241 0.0617268 0 1

hhmem_age85_86 No of HH mem aged 85 to 86 48586 0.0060511 0.0791304 0 2 8413 0.00523 0.0737633 0 2 5230 0.001912 0.0436893 0 1

hhmem_age87_88 No of HH mem aged 87 to 88 48586 0.0037459 0.0620925 0 2 8413 0.0033282 0.0575977 0 1 5230 0.0007648 0.0276474 0 1

hhmem_age89_90 No of HH mem aged 89 to 90 48586 0.0024904 0.0502538 0 2 8413 0.001783 0.0421899 0 1 5230 0.0013384 0.0365636 0 1

hhmem_age91_92 No of HH mem aged 91 to 92 48586 0.0016054 0.041051 0 2 8413 0.0014264 0.0377425 0 1 5230 0.0001912 0.0138277 0 1

hhmem_age93_94 No of HH mem aged 93 to 94 48586 0.000638 0.0252517 0 1 8413 0.0005943 0.0243728 0 1 5230 0.0001912 0.0138277 0 1

hhmem_age95_96 No of HH mem aged 95 to 96 48586 0.0007821 0.0279557 0 1 8413 0.0009509 0.030824 0 1 5230 0.0003824 0.0195534 0 1

hhmem_age97_98 No of HH mem aged 97 to 98 48586 0.000494 0.0256592 0 2 8413 0 0 0 0 5230 0.000956 0.041476 0 2

hhmem_age99_100 No of HH mem aged 99 to 100 48586 0.4779772 0.4995199 0 1 8413 0.7264947 0.4457844 0 1 5230 0.8003824 0.3997511 0 1

PROVINCE/CITY

Agusan del Norte Agusan del Norte 48586 0.0105792 0.1023107 0 1 8413 0.013075 0.1136027 0 1 5230 0.0179732 0.1328667 0 1

Agusan del Sur Agusan del Sur 48586 0.0108262 0.1034852 0 1 8413 0.0199691 0.1399023 0 1 5230 0.0267686 0.161422 0 1

Aklan Aklan 48586 0.0035813 0.0597371 0 1 8413 0.0115298 0.1067623 0 1 5230 0.0055449 0.0742647 0 1

Albay Albay 48586 0.0105998 0.1024091 0 1 8413 0.0317366 0.1753084 0 1 5230 0.0042065 0.0647272 0 1

Antique Antique 48586 0.0035401 0.0593941 0 1 8413 0.0084393 0.0914827 0 1 5230 0.008413 0.0913445 0 1

Basilan Basilan 48586 0.0024287 0.0492223 0 1 8413 0.0029716 0.0544345 0 1 5230 0.0061185 0.0779889 0 1

Bataan Bataan 48586 0.004775 0.0689372 0 1 8413 0.0047545 0.0687932 0 1 0

Batanes Batanes 48586 0.0003087 0.0175682 0 1 8413 0.000832 0.0288349 0 1 0

Batangas Batangas 48586 0.0156218 0.1240083 0 1 8413 0.0164032 0.1270277 0 1 5230 0.009369 0.0963484 0 1

Benguet Benguet 48586 0.0172478 0.1301946 0 1 8413 0.0084393 0.0914827 0 1 5230 0.0034417 0.0585704 0 1

Bohol Bohol 48586 0.009159 0.0952645 0 1 8413 0.0164032 0.1270277 0 1 5230 0.0076482 0.0871272 0 1

Bukidnon Bukidnon 48586 0.0124316 0.1108029 0 1 8413 0.0387496 0.1930089 0 1 5230 0.0172084 0.1300597 0 1

Bulacan Bulacan 48586 0.0197176 0.1390296 0 1 8413 0.0076073 0.0868925 0 1 5230 0.000956 0.0309078 0 1

Cagayan Cagayan 48586 0.0144486 0.119332 0 1 8413 0.0152145 0.1224126 0 1 5230 0.0053537 0.07298 0 1

Camarines Norte Camarines Norte 48586 0.0048985 0.0698186 0 1 8413 0.0098657 0.0988408 0 1 5230 0.0108987 0.1038361 0 1

Camarines Sur Camarines Sur 48586 0.0143869 0.1190805 0 1 8413 0.0131939 0.1141111 0 1 5230 0.0265774 0.1608603 0 1

Camiguin Camiguin 48586 0.0012349 0.0351201 0 1 8413 0.0041602 0.0643694 0 1 5230 0.0005736 0.0239457 0 1

Capiz Capiz 48586 0.006401 0.0797507 0 1 8413 0.0124807 0.1110242 0 1 5230 0.0049713 0.0703388 0 1

Catanduanes Catanduanes 48586 0.0023875 0.0488044 0 1 8413 0.0072507 0.0848467 0 1 5230 0.000956 0.0309078 0 1

Cavite Cavite 48586 0.0186268 0.1352042 0 1 8413 0.0035659 0.0596122 0 1 5230 0.0017208 0.0414513 0 1

Cebu Cebu 48586 0.035607 0.1853101 0 1 8413 0.0099845 0.0994285 0 1 5230 0.0175908 0.1314713 0 1

Davao del Norte Davao del Norte 48586 0.0097765 0.0983926 0 1 8413 0.004398 0.066175 0 1 5230 0.0068834 0.0826879 0 1

Davao del Sur Davao del Sur 48586 0.0302968 0.1714045 0 1 8413 0.0059432 0.0768672 0 1 5230 0.0239006 0.152754 0 1

Davao Oriental Davao Oriental 48586 0.0058247 0.0760981 0 1 8413 0.006062 0.0776274 0 1 5230 0.0139579 0.1173275 0 1

Eastern Samar Eastern Samar 48586 0.0046927 0.0683431 0 1 8413 0.0077261 0.0875634 0 1 5230 0.0036329 0.0601696 0 1

Ifugao Ifugao 48586 0.00389 0.0622492 0 1 8413 0.0054677 0.073746 0 1 5230 0.0022945 0.0478501 0 1

Ilocos Norte Ilocos Norte 48586 0.0065039 0.0803851 0 1 8413 0.011292 0.1056687 0 1 5230 0.0007648 0.0276474 0 1

Ilocos Sur Ilocos Sur 48586 0.0065863 0.0808889 0 1 8413 0.0080827 0.0895452 0 1 5230 0.001912 0.0436893 0 1

Iloilo Iloilo 48586 0.0173507 0.1305756 0 1 8413 0.0266255 0.1609957 0 1 5230 0.0181644 0.1335586 0 1

ALL SAMPLE SP SAMPLE 4Ps SAMPLE

Variable Variable Definition Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max

Isabela Isabela 48586 0.0202527 0.1408651 0 1 8413 0.0260311 0.1592374 0 1 5230 0.0042065 0.0647272 0 1

Kalinga Kalinga 48586 0.0043222 0.0656021 0 1 8413 0.0033282 0.0575977 0 1 5230 0.0082218 0.0903092 0 1

La Union La Union 48586 0.0074301 0.0858782 0 1 8413 0.0147391 0.1205138 0 1 5230 0.0028681 0.0534826 0 1

Laguna Laguna 48586 0.0194089 0.1379586 0 1 8413 0.0064186 0.0798636 0 1 5230 0.0013384 0.0365636 0 1

Lanao del Norte Lanao del Norte 48586 0.0095707 0.0973615 0 1 8413 0.0269821 0.1620406 0 1 5230 0.0227533 0.1491304 0 1

Lanao del Sur Lanao del Sur 48586 0.014428 0.1192483 0 1 8413 0.0217521 0.1458816 0 1 5230 0.0304015 0.1717059 0 1

Leyte Leyte 48586 0.0191413 0.137023 0 1 8413 0.0301914 0.1711237 0 1 5230 0.0344168 0.1823147 0 1

Maguindanao Maguindanao 48586 0.0133372 0.1147152 0 1 8413 0.0102223 0.1005932 0 1 5230 0.0290631 0.1679995 0 1

NCR 1 (BASE) NCR 1 48586 0.0212613 0.1442555 0 1 8413 0.0029716 0.0544345 0 1 5230 0.0097514 0.0982761 0 1

Marinduque Marinduque 48586 0.0036224 0.0600782 0 1 8413 0.0039225 0.0625106 0 1 5230 0.0026769 0.0516741 0 1

Masbate Masbate 48586 0.0074919 0.0862316 0 1 8413 0.0120052 0.1089152 0 1 5230 0.0315488 0.1748121 0 1

Misamis Occidental Misamis Occidental 48586 0.0070802 0.0838465 0 1 8413 0.0230596 0.1501016 0 1 5230 0.0131931 0.114112 0 1

Misamis Oriental Misamis Oriental 48586 0.0174742 0.1310312 0 1 8413 0.0395816 0.1949857 0 1 5230 0.024283 0.1539411 0 1

Mountain Province Mountain Province 48586 0.0035401 0.0593941 0 1 8413 0.0080827 0.0895452 0 1 5230 0.0017208 0.0414513 0 1

Negros Occidental Negros Occidental 48586 0.0259951 0.1591223 0 1 8413 0.0304291 0.1717751 0 1 5230 0.0195029 0.1382974 0 1

Negros Oriental Negros Oriental 48586 0.0110114 0.104357 0 1 8413 0.0137882 0.1166177 0 1 5230 0.0229446 0.1497411 0 1

Cotabato (North) Cotabato (North) 48586 0.0130079 0.113309 0 1 8413 0.0134316 0.1151206 0 1 5230 0.0210325 0.1435064 0 1

Northern Samar Northern Samar 48586 0.0048779 0.0696725 0 1 8413 0.013907 0.1171122 0 1 5230 0.0126195 0.1116362 0 1

Nueva Ecija Nueva Ecija 48586 0.0152101 0.1223891 0 1 8413 0.0134316 0.1151206 0 1 5230 0.0038241 0.0617268 0 1

Nueva Vizcaya Nueva Vizcaya 48586 0.0048368 0.0693793 0 1 8413 0.00523 0.0721337 0 1 5230 0.0024857 0.0497991 0 1

Occidental Mindoro Occidental Mindoro 48586 0.0066892 0.0815142 0 1 8413 0.007013 0.0834542 0 1 5230 0.0101338 0.1001652 0 1

Oriental Mindoro Oriental Mindoro 48586 0.0108056 0.1033878 0 1 8413 0.0249614 0.1560166 0 1 5230 0.0217973 0.1460352 0 1

Palawan Palawan 48586 0.0130079 0.113309 0 1 8413 0.0218709 0.1462707 0 1 5230 0.0355641 0.1852183 0 1

Pampanga Pampanga 48586 0.0163422 0.1267889 0 1 8413 0.0084393 0.0914827 0 1 5230 0.000956 0.0309078 0 1

Pangasinan Pangasinan 48586 0.0261804 0.1596731 0 1 8413 0.03661 0.1878135 0 1 5230 0.0086042 0.0923678 0 1

Quezon Quezon 48586 0.0132548 0.1143653 0 1 8413 0.0109355 0.1040056 0 1 5230 0.0143403 0.1189008 0 1

Quirino Quirino 48586 0.0025522 0.0504551 0 1 8413 0.0111732 0.1051174 0 1 5230 0.0011472 0.0338545 0 1

Rizal Rizal 48586 0.0222492 0.1474945 0 1 8413 0.0028527 0.0533379 0 1 5230 0.0013384 0.0365636 0 1

Romblon Romblon 48586 0.0049191 0.0699644 0 1 8413 0.0053489 0.0729444 0 1 5230 0.0110899 0.1047329 0 1

Samar (Western) Samar (Western) 48586 0.0073478 0.0854047 0 1 8413 0.007845 0.0882292 0 1 5230 0.0244742 0.1545308 0 1

Siquijor Siquijor 48586 0.0010703 0.0326978 0 1 8413 0.0020207 0.0449092 0 1 5230 0.000956 0.0309078 0 1

Sorsogon Sorsogon 48586 0.0072243 0.0846892 0 1 8413 0.0111732 0.1051174 0 1 5230 0.0227533 0.1491304 0 1

South Cotabato South Cotabato 48586 0.0194706 0.1381735 0 1 8413 0.0141448 0.1180947 0 1 5230 0.0172084 0.1300597 0 1

Southern Leyte Southern Leyte 48586 0.0032108 0.0565735 0 1 8413 0.003447 0.0586138 0 1 0

Sultan Kudarat Sultan Kudarat 48586 0.0085004 0.0918058 0 1 8413 0.0111732 0.1051174 0 1 5230 0.0141491 0.1181169 0 1

Sulu Sulu 48586 0.0096736 0.0978784 0 1 8413 0.0016641 0.0407617 0 1 5230 0.0296367 0.1695992 0 1

Surigao del Norte Surigao del Norte 48586 0.0089532 0.0941978 0 1 8413 0.0145014 0.1195524 0 1 5230 0.0210325 0.1435064 0 1

Surigao del Sur Surigao del Sur 48586 0.0100646 0.0998175 0 1 8413 0.0223464 0.1478161 0 1 5230 0.0225621 0.148517 0 1

Tarlac Tarlac 48586 0.0093854 0.0964237 0 1 8413 0.0167598 0.1283777 0 1 5230 0.0007648 0.0276474 0 1

Tawi-Tawi Tawi-Tawi 48586 0.0033549 0.0578246 0 1 8413 0.0004755 0.021801 0 1 5230 0.0066922 0.0815392 0 1

Zambales Zambales 48586 0.0056189 0.0747492 0 1 8413 0.0020207 0.0449092 0 1 5230 0.0005736 0.0239457 0 1

Zamboanga del Norte Zamboanga del Norte 48586 0.0118964 0.1084212 0 1 8413 0.0109355 0.1040056 0 1 5230 0.0344168 0.1823147 0 1

Zamboanga del Sur Zamboanga del Sur 48586 0.0247808 0.1554581 0 1 8413 0.0199691 0.1399023 0 1 5230 0.0460803 0.2096791 0 1

NCR 2 & 3 NCR 2 & 3 48586 0.0687235 0.252986 0 1 8413 0.0040414 0.0634469 0 1 5230 0.0110899 0.1047329 0 1

NCR 4 NCR 4 48586 0.0496028 0.2171251 0 1 8413 0.009628 0.0976545 0 1 5230 0.0170172 0.1293477 0 1

NCR 5 & 6 NCR 5 & 6 48586 0.0513317 0.2206756 0 1 8413 0.0265066 0.1606458 0 1 5230 0.0080306 0.0892616 0 1

Aurora Aurora 48586 0.0013173 0.0362704 0 1 8413 0.0020207 0.0449092 0 1 0

Biliran Biliran 48586 0.0024493 0.0494299 0 1 8413 0.0051111 0.0713135 0 1 5230 0.0024857 0.0497991 0 1

ALL SAMPLE SP SAMPLE 4Ps SAMPLE

Variable Variable Definition Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max Obs Mean Std. Dev. Min Max

Guimaras Guimaras 48586 0.0012349 0.0351201 0 1 8413 0.004398 0.066175 0 1 5230 0.0015296 0.0390844 0 1

Sarangani Sarangani 48586 0.0059688 0.0770279 0 1 8413 0.0055866 0.0745389 0 1 5230 0.0137667 0.1165324 0 1

Apayao Apayao 48586 0.0024493 0.0494299 0 1 8413 0.0039225 0.0625106 0 1 5230 0.0057361 0.075527 0 1

Compostella Valley Compostella Valley 48586 0.0086033 0.0923551 0 1 8413 0.0040414 0.0634469 0 1 5230 0.0118547 0.1082423 0 1

Zamboanga Sibugay Zamboanga Sibugay 48586 0.0058659 0.0763649 0 1 8413 0.0049923 0.0704836 0 1 5230 0.0189293 0.1362883 0 1

Isabela City Isabela City 48586 0.0011938 0.0345306 0 1 8413 0.0001189 0.0109025 0 1 5230 0.0017208 0.0414513 0 1

Cotabato City Cotabato City 48586 0.0026139 0.0510602 0 1 8413 0.0007132 0.0266975 0 1 5230 0.007457 0.0860395 0 1

Ordinary Least Squares Results (Without Controls)

Dependent Variable:

Visited Health Facility Due to Illness/Injury (last 30 days)

Model 1:

All Population

Model 2:

PH-SP Population

Model 3:

4Ps Population

Both 4Ps and SP 0.0042635

(0.002915)

4Ps 0.0006352

(0.0014758)

0.0048986*

(0.0025138)

SP 0.0103318***

(0.0015096)

0.0145953***

(0.0024937)

Constant 0.0393015***

(0.0004688)

0.0496333***

(0.001435)

0.0399367***

(0.0013994)

No. of obs 226392 35011 31684

F( 3,226388) 30.91 3.8 34.26

Prob > F 0 0.0513 0

R-squared 0.0005 0.0001 0.0012

Root MSE 0.19874 0.22066 0.20831

Ordinary Least Squares Results (With Controls)

Dependent Variable:

Visited Health Facility Due to Illness/Injury (last 30 days)

Model 1:

All Sample

Model 2:

SP Sample

Model 3:

4Ps Sample

treatment_SP4Ps 0.0020966

(0.0028837)

treatment1 0.0067375***

(0.001579)

0.010596***

(0.0028163)

treatment2 0.0077631***

(0.0015516)

0.0101028***

(0.002656)

qh05 -0.002164***

(0.0001224)

-0.0021803***

(0.0003356)

-0.0015131***

(0.0003244)

memage_sqr 0.0000347***

(0.00000161)

0.0000374***

(0.00000459)

0.0000261***

(0.00000453)

qh04

Male -0.0044663***

(0.0009536)

-0.0075663***

(0.0028848)

-0.0049954*

(0.0026927)

hgc_member

Not yet school age 0.0658163***

(0.0034036)

0.0708219***

(0.0098419)

0.0753659***

(0.0076407)

some elementary -0.0079235***

(0.0027019)

-0.0297719***

(0.0081579)

-0.0197764***

(0.0056395)

elementary graduate -0.0091239***

(0.0029286)

-0.0360756***

(0.008567)

-0.0211473***

(0.006323)

some high school -0.0144007***

(0.0028462)

-0.0410743***

(0.0084889)

-0.0349227***

(0.0060796)

high school graduate -0.011619***

(0.0029038)

-0.0294066***

(0.0088184)

-0.0180681***

(0.0067823)

some college -0.0145472***

(0.0030185)

-0.0357877***

(0.0096019)

-0.031436***

(0.0076599)

college graduate -0.0120228***

(0.0031845)

-0.0361175***

(0.0112491)

-0.0229325**

(0.0097406)

hinsur_D -0.0018669

(0.0012722)

0.0078271

(0.0079145)

-0.0057312

(0.0073541)

hinsur_F 0.0268356***

(0.0042215)

0.0018643

(0.0148186)

-0.0063044

(0.0137798)

electricity 0.009454***

(0.0015013)

0.0077297**

(0.0034517)

0.0044082

(0.0030784)

radio -0.0013248

(0.0009113)

-0.0028911

(0.0024942)

-0.0030561

(0.0025457)

aircon -0.0004212

(0.0017615)

-0.0145946*

(0.0074768)

0.0107434

(0.0129183)

tv 0.0003845

(0.0014026)

-0.0022497

(0.0035119)

0.0007725

(0.0035257)

phone -0.0017482

(0.0017337)

0.0032732

(0.0084113)

-0.0004033

(0.0105821)

cellphone 0.0012785

(0.0012301)

0.0050948*

(0.0028365)

-0.0023997

(0.0027219)

washmach -0.0012315

(0.0012279)

-0.0037273

(0.0044176)

0.0016159

(0.006037)

ref 0.0012966

(0.0012329)

-0.0028394

(0.0040134)

-0.0102781**

(0.0049756)

cdvcddvd -0.000958

(0.0011288)

0.0013458

(0.0032313)

0.0043482

(0.0036446)

component 0.0002341

(0.0012023)

-0.0001566

(0.0042716)

0.0035802

(0.0053953)

pc 0.0000943

(0.0014799)

-0.0110613

(0.0071746)

-0.0059737

(0.0104904)

stove -0.0047629***

(0.0013736)

-0.0044893

(0.0057396)

0.000978

(0.0077433)

tractor 0.006971**

(0.0033937)

0.0004832

(0.0099226)

0.0099415

(0.0124667)

motorboat 0.0003098

(0.0021714)

-0.0017335

(0.0053422)

-0.0016976

(0.0041516)

car 0.0018671

(0.0017779)

0.0206026*

(0.010527)

-0.0017592

(0.0114449)

motor 0.0015817

(0.0010595)

0.0020256

(0.0034205)

0.0057578

(0.0040565)

bike 0.004138***

(0.0011284)

0.0056054

(0.0034358)

-0.0030361

(0.0039787)

head 0.0036927***

(0.0013786)

-0.0035573

(0.004133)

-0.002431

(0.0040753)

head_age 0.0004173

(0.0002583)

0.0012837

(0.0008635)

0.0003285

(0.001002)

headage_sqr -0.00000422*

(0.00000254)

-0.0000138

(0.00000838)

-0.0000033

(0.0000101)

head_male 0.0002968

(0.0012822)

0.0009832

(0.0047171)

-0.0017269

(0.0049434)

head_hgc

some elementary 0.0001798

(0.0024034)

0.0127079**

(0.006103)

0.0010748

(0.0044901)

elementary graduate 0.0020289

(0.0025673)

0.0148566**

(0.006494)

0.0069284

(0.0051179)

some high school 0.0037203

(0.0026738)

0.0228861***

(0.0068091)

0.0116956**

(0.0056128)

high school graduate 0.0021389

(0.0026019)

0.0149364**

(0.0067805)

0.0067467

(0.0057167)

some college 0.0076291***

(0.0027865)

0.0236152***

(0.0080573)

0.0148813*

(0.0078517)

college graduate 0.0040979

(0.0028868)

0.011944

(0.0099563)

-0.0059951

(0.0094517)

qhmember -0.0083171***

(0.0012189)

-0.0088844***

(0.0032704)

-0.0111379***

(0.0030802)

hhmem_age1_2 0.0050744***

(0.0015797)

0.0078568*

(0.0041876)

0.002013

(0.0039111)

hhmem_age3_4 0.0007384

(0.0015837)

0.0019275

(0.0042641)

0.0020779

(0.0038802)

hhmem_age5_6 0.0015932

(0.0015478)

-0.0015901

(0.0041584)

0.0048277

(0.0038859)

hhmem_age7_8 0.0064255***

(0.0014938)

0.0053094

(0.0039222)

0.0080219**

(0.0036183)

hhmem_age9_10 0.0058256***

(0.0014747)

0.0011141

(0.0038519)

0.0066746*

(0.0036737)

hhmem_age11_12 0.0042035***

(0.0014488)

0.0027675

(0.0038857)

0.0052844

(0.0037302)

hhmem_age13_14 0.0048051***

(0.0014509)

0.0079955**

(0.0038492)

0.0088152**

(0.0036407)

hhmem_age15_16 0.005656***

(0.0014431)

0.0084156**

(0.0038462)

0.0090821**

(0.0035847)

hhmem_age17_18 0.0056237***

(0.0014713)

0.0055338

(0.0040443)

0.0101826**

(0.0039414)

hhmem_age19_20 0.006198***

(0.0015187)

0.0051142

(0.0041918)

0.0039934

(0.0039424)

hhmem_age21_22 0.0062451***

(0.0015363)

0.0062748

(0.0043802)

0.011656***

(0.0043378)

hhmem_age23_24 0.0077071***

(0.0016084)

0.003946

(0.0047)

0.0093433**

(0.0043862)

hhmem_age25_26 0.010485***

(0.0016676)

0.0049105

(0.0048309)

0.0144496***

(0.0046307)

hhmem_age27_28 0.0088937***

(0.0016889)

0.0125814**

(0.0049903)

0.0149217***

(0.0047808)

hhmem_age29_30 0.008741***

(0.0016764)

0.0098912*

(0.0050765)

0.0178162***

(0.0045656)

hhmem_age31_32 0.0078312***

(0.0016986)

0.01589***

(0.0050344)

0.0145934***

(0.0047303)

hhmem_age33_34 0.0090968***

(0.0017046)

0.0068406

(0.0048525)

0.0165185***

(0.0047168)

hhmem_age35_36 0.0111565***

(0.0017434)

0.0111177**

(0.0049533)

0.0224543***

(0.004809)

hhmem_age37_38 0.0080267***

(0.0017181)

0.006334

(0.0049798)

0.012789***

(0.0048004)

hhmem_age39_40 0.0110504***

(0.0017135)

0.0105118**

(0.0048649)

0.0229102***

(0.0048629)

hhmem_age41_42 0.0092328***

(0.0017007)

0.0080261*

(0.004841)

0.0183859***

(0.0048111)

hhmem_age43_44 0.0098011***

(0.0017642)

0.0092057*

(0.0050086)

0.0155696***

(0.0050812)

hhmem_age45_46 0.0065708***

(0.001729)

0.004126

(0.0049492)

0.0104634**

(0.0048433)

hhmem_age47_48 0.0082361***

(0.0017596)

0.0066875

(0.0050968)

0.0140947***

(0.0053047)

hhmem_age49_50 0.0052249***

(0.0017723)

0.0045345

(0.005315)

0.0138804**

(0.0054903)

hhmem_age51_52 0.0081359***

(0.0018184)

0.0079483

(0.0053267)

0.0145483***

(0.0053557)

hhmem_age53_54 0.0054512***

(0.0018965)

0.0015846

(0.0054197)

0.0115477**

(0.0056817)

hhmem_age55_56 0.0055406***

(0.0019346)

0.003729

(0.0058997)

0.0101027*

(0.0059034)

hhmem_age57_58 0.0057008***

(0.0020282)

0.0100822

(0.0065509)

0.0008936

(0.006052)

hhmem_age59_60 0.0080213***

(0.0021226)

0.006133

(0.0067524)

0.0187008***

(0.0069346)

hhmem_age61_62 0.0058541***

(0.0022051)

0.0038383

(0.0070541)

0.0089526

(0.0075474)

hhmem_age63_64 0.0039171

(0.0023836)

0.0087436

(0.0081711)

0.0085262

(0.0084288)

hhmem_age65_66 0.005274**

(0.0026313)

-0.0081947

(0.0070382)

-0.0009315

(0.0068825)

hhmem_age67_68 0.0030184

(0.002815)

-0.005543

(0.0089061)

-0.0046722

(0.0082665)

hhmem_age69_70 -0.0009649

(0.0027998)

0.0193303*

(0.0105533)

0.006182

(0.0088536)

hhmem_age71_72 0.0103817***

(0.0032538)

0.0226286**

(0.010081)

0.0092546

(0.0101391)

hhmem_age73_74 0.0014787

(0.0033043)

-0.0012202

(0.010058)

0.0004867

(0.0109457)

hhmem_age75_76 0.0028026

(0.0035441)

-0.0098778

(0.0100529)

0.0071505

(0.0108504)

hhmem_age77_78 0.0045429

(0.0041305)

0.0083399

(0.0127742)

0.0377009**

(0.0171777)

hhmem_age79_80 -0.0004351

(0.0043856)

0.0024357

(0.0136964)

-0.0122328

(0.0109793)

hhmem_age81_82 -0.007989

(0.0049584)

-0.0051684

(0.0161668)

-0.0367444**

(0.015576)

hhmem_age83_84 -0.0109338**

(0.0048583)

0.0068133

(0.0192784)

0.0307196

(0.0250247)

hhmem_age85_86 -0.0110497*

(0.0056978)

-0.0252959*

(0.0148977)

0.0441728

(0.0301092)

hhmem_age87_88 -0.0044031

(0.0078428)

0.0350885

(0.0319884)

-0.0659474***

(0.0150565)

hhmem_age89_90 -0.0010962

(0.0091207)

0.027421

(0.0400539)

0.0087672

(0.0300169)

hhmem_age91_92 -0.00921

(0.012362)

-0.0607013***

(0.013561)

-0.0327811

(0.0214402)

hhmem_age93_94 -0.0253023

(0.0156721)

-0.0703264***

(0.0237366)

-0.0172615

(0.0309881)

hhmem_age95_96 -0.0243796**

(0.0120643)

0.0047891

(0.043604)

-0.0565022***

(0.0153233)

hhmem_age97_98 -0.0180422

(0.0125567)

0.0095592

(0.0269847)

qhreg

I - Ilocos Region -0.0043812**

(0.0021733)

-0.0069434

(0.0082142)

0.0169318

(0.0145432)

II - Cagayan Valley 0.0090034***

(0.0025751)

0.0049798

(0.0088213)

-0.0019512

(0.0135589)

III - Central Luzon -0.0042225**

(0.0017692)

-0.0048261

(0.008504)

-0.0021369

(0.0171323)

V - Bicol 0.0149702***

(0.0024525)

0.018738**

(0.0084109)

0.0100335

(0.0081401)

VI - Western Visayas 0.0207655***

(0.0023605)

0.0186948**

(0.0083872)

0.0049926

(0.0087487)

VII - Central Visayas 0.0100758***

(0.0021792)

0.0014572

(0.0090595)

-0.0092146

(0.0085755)

VIII - Eastern Visayas 0.0202557***

(0.002701)

0.0107711

(0.0087375)

0.000195

(0.0082407)

IX - Zamboanga Peninsula -0.0084504***

(0.0020962)

-0.0156483*

(0.0088426)

-0.0273085***

(0.0075628)

X - Northern Mindanao 0.019291***

(0.0025536)

0.017094**

(0.0079994)

0.0053591

(0.008302)

XI - Davao 0.0049914**

(0.002167)

0.0097085

(0.010965)

-0.0126366

(0.0083318)

XII - SOCCSKSARGEN 0.0022615

(0.0021937)

0.0063436

(0.0089708)

-0.0116801

(0.0079085)

CAR 0.0043408*

(0.0024513)

-0.0018129

(0.0089995)

-0.0022359

(0.0101228)

ARMM -0.0123586***

(0.0018625)

-0.0241691***

(0.0081738)

-0.0310137***

(0.0073506)

XIII - CARAGA -0.0039491*

(0.0022245)

-0.0029632

(0.0083937)

-0.0109428

(0.0078509)

IVA - CALABARZON 0.0073604***

(0.0017748)

0.0066551

(0.0094309)

-0.0086881

(0.0100668)

IVB - MIMAROPA 0.0065741**

(0.0026559)

-0.0010762

(0.0085665)

-0.0191444**

(0.0079191)

qhurb

Urban 0.0016348

(0.0010763)

0.0082072***

(0.0030958)

0.0050347

(0.0033658)

_cons 0.0472562***

(0.0071177)

0.0490325**

(0.0237409)

0.071962***

(0.0249702)

No. of obs 226392 35011 31684

F(109,226282) 37.9 8.44 7.82

Prob > F 0 0 0

R-squared 0.0333 0.0459 0.047

Root MSE 0.1955 0.21587 0.20381

Propensity Score Models

SP Population 4Ps Population

Dependent Variable: treatment1 Dependent Variable: treatment2

Coef. Std. Err. z P>z [95% Conf. Interval] Coef. Std. Err. z P>z [95% Conf. Interval]

hinsurA 0.0686156 0.072292 0.95 0.343 -0.0730742 0.2103054 -0.3308194 0.086188 -3.84 0 -0.4997448 -0.1618939

hinsurB -0.0818831 0.0300749 -2.72 0.006 -0.1408288 -0.0229374 -0.3014016 0.0291673 -10.33 0 -0.3585683 -0.2442348

hinsurE 0.0450134 0.244161 0.18 0.854 -0.4335334 0.5235601 -0.4011732 0.2975491 -1.35 0.178 -0.9843588 0.1820124

hinsurF 0 (omitted) 0 (omitted)

hinsurG 0 (omitted) 0 (omitted)

hinsurH -0.1092439 0.0526121 -2.08 0.038 -0.2123617 -0.006126 -0.0577468 0.0588587 -0.98 0.327 -0.1731078 0.0576142

hinsurI -0.1429308 0.1516429 -0.94 0.346 -0.4401454 0.1542839 0.1995477 0.1811858 1.1 0.271 -0.1555699 0.5546653

hinsurJ -0.1467127 0.2955954 -0.5 0.62 -0.7260689 0.4326436 -0.39057 0.2944175 -1.33 0.185 -0.9676176 0.1864776

hinsurX -0.038196 0.0579751 -0.66 0.51 -0.1518251 0.0754331 -0.0543712 0.0548096 -0.99 0.321 -0.1617961 0.0530537

electricity -0.1316997 0.0491841 -2.68 0.007 -0.2280988 -0.0353006 -0.0100932 0.0534955 -0.19 0.85 -0.1149423 0.094756

radio -0.0392473 0.0375565 -1.05 0.296 -0.1128567 0.034362 0.0413255 0.0439239 0.94 0.347 -0.0447638 0.1274148

aircon -0.3800012 0.2129624 -1.78 0.074 -0.7973997 0.0373974 -0.5436673 0.2709073 -2.01 0.045 -1.074636 -0.0126987

tv -0.1145976 0.0503742 -2.27 0.023 -0.2133291 -0.0158661 -0.0832919 0.0600299 -1.39 0.165 -0.2009483 0.0343646

phone 0.0696866 0.1685832 0.41 0.679 -0.2607304 0.4001036 0.3669366 0.1988308 1.85 0.065 -0.0227646 0.7566377

cellphone -0.0648653 0.0415024 -1.56 0.118 -0.1462086 0.0164779 0.0072479 0.0463268 0.16 0.876 -0.0835509 0.0980467

washmach 0.012655 0.079267 0.16 0.873 -0.1427055 0.1680155 0.0491693 0.1107316 0.44 0.657 -0.1678607 0.2661994

ref -0.2077892 0.0665309 -3.12 0.002 -0.3381873 -0.077391 0.1247933 0.0922029 1.35 0.176 -0.055921 0.3055077

cdvcddvd 0.0319733 0.0508366 0.63 0.529 -0.0676646 0.1316112 0.1710873 0.0635133 2.69 0.007 0.0466035 0.2955711

component -0.0954877 0.070499 -1.35 0.176 -0.2336633 0.0426879 -0.0869833 0.0931313 -0.93 0.35 -0.2695172 0.0955506

pc 0.0750413 0.1565019 0.48 0.632 -0.2316967 0.3817794 -0.0513427 0.2211153 -0.23 0.816 -0.4847206 0.3820353

stove -0.176274 0.1270207 -1.39 0.165 -0.4252299 0.0726819 -0.1088965 0.1626426 -0.67 0.503 -0.4276702 0.2098772

tractor -0.0489963 0.177031 -0.28 0.782 -0.3959706 0.297978 -0.2690374 0.2098356 -1.28 0.2 -0.6803076 0.1422328

motorboat 0.1396265 0.0812909 1.72 0.086 -0.0197009 0.2989538 0.0015159 0.0831894 0.02 0.985 -0.1615324 0.1645642

car -0.1100463 0.2178116 -0.51 0.613 -0.5369491 0.3168566 -0.2979799 0.2988641 -1 0.319 -0.8837427 0.2877829

motor -0.1641745 0.0559439 -2.93 0.003 -0.2738225 -0.0545266 -0.0417228 0.0723869 -0.58 0.564 -0.1835986 0.100153

bike -0.0882811 0.0556761 -1.59 0.113 -0.1974043 0.0208421 0.0150181 0.069273 0.22 0.828 -0.1207545 0.1507907

head_age 0.0057217 0.0133405 0.43 0.668 -0.0204252 0.0318687 -0.0055385 0.0164617 -0.34 0.737 -0.0378028 0.0267257

headage_sqr -0.0001403 0.0001328 -1.06 0.291 -0.0004006 0.00012 0.0000304 0.0001659 0.18 0.855 -0.0002947 0.0003555

head_male 0.1782432 0.0650328 2.74 0.006 0.0507813 0.3057051 -0.0205958 0.081497 -0.25 0.8 -0.1803271 0.1391355

head_hgc

some elementary -0.12271 0.1125054 -1.09 0.275 -0.3432165 0.0977965 -0.0381941 0.1085864 -0.35 0.725 -0.2510196 0.1746314

Elementary graduate -0.158917 0.1204461 -1.32 0.187 -0.394987 0.077153 -0.0852002 0.120528 -0.71 0.48 -0.3214307 0.1510303

some high school -0.1625072 0.1242926 -1.31 0.191 -0.4061162 0.0811018 -0.0196853 0.1256459 -0.16 0.876 -0.2659467 0.226576

high school graduate -0.1641987 0.1263779 -1.3 0.194 -0.4118947 0.0834974 -0.1761122 0.1288936 -1.37 0.172 -0.4287389 0.0765146

some college -0.5025972 0.1493342 -3.37 0.001 -0.7952869 -0.2099075 -0.4591053 0.1658245 -2.77 0.006 -0.7841153 -0.1340953

college graduate -0.3783679 0.1891291 -2 0.045 -0.7490541 -0.0076818 -0.2883783 0.2314272 -1.25 0.213 -0.7419674 0.1652108

hgc1 0.0556756 0.0719969 0.77 0.439 -0.0854357 0.1967869 -0.0626086 0.0712225 -0.88 0.379 -0.2022022 0.0769849

hgc2 0.1629856 0.064582 2.52 0.012 0.0364072 0.289564 0.0581351 0.0658522 0.88 0.377 -0.0709328 0.187203

hgc3 0.1570169 0.0711322 2.21 0.027 0.0176003 0.2964334 0.0211764 0.0732098 0.29 0.772 -0.1223122 0.1646651

hgc4 0.1182742 0.0699818 1.69 0.091 -0.0188876 0.255436 0.0553994 0.07238 0.77 0.444 -0.0864629 0.1972617

hgc5 0.0682278 0.0708735 0.96 0.336 -0.0706817 0.2071372 0.0888401 0.0745863 1.19 0.234 -0.0573465 0.2350266

hgc6 0.0595584 0.076628 0.78 0.437 -0.0906297 0.2097466 0.1394831 0.0841269 1.66 0.097 -0.0254026 0.3043687

hgc7 0.1036074 0.0920267 1.13 0.26 -0.0767615 0.2839764 0.2082144 0.1101927 1.89 0.059 -0.0077592 0.4241881

qhmember -0.0133276 0.0514553 -0.26 0.796 -0.1141781 0.087523 0.0469525 0.0564797 0.83 0.406 -0.0637456 0.1576506

hhmem_age1_2 0.0667358 0.0634919 1.05 0.293 -0.0577061 0.1911776 -0.0548172 0.069897 -0.78 0.433 -0.1918127 0.0821784

hhmem_age3_4 0.3142246 0.0653229 4.81 0 0.1861941 0.4422551 0.0226067 0.0710561 0.32 0.75 -0.1166606 0.1618741

hhmem_age5_6 0.2338227 0.0705063 3.32 0.001 0.0956329 0.3720124 -0.0125706 0.0767315 -0.16 0.87 -0.1629615 0.1378203

hhmem_age7_8 0.0921315 0.0872269 1.06 0.291 -0.0788301 0.2630931 -0.126078 0.0925098 -1.36 0.173 -0.3073939 0.0552379

hhmem_age9_10 0.1587156 0.0888448 1.79 0.074 -0.0154169 0.3328482 0.0318523 0.0939521 0.34 0.735 -0.1522903 0.215995

hhmem_age11_12 0.1422416 0.0894555 1.59 0.112 -0.033088 0.3175712 -0.0580088 0.0943718 -0.61 0.539 -0.2429741 0.1269565

hhmem_age13_14 0.1219402 0.0909041 1.34 0.18 -0.0562285 0.3001089 -0.0138762 0.097005 -0.14 0.886 -0.2040025 0.1762501

hhmem_age15_16 0.0228711 0.0913334 0.25 0.802 -0.1561391 0.2018812 -0.0963226 0.0968968 -0.99 0.32 -0.2862369 0.0935917

hhmem_age17_18 -0.021787 0.0937633 -0.23 0.816 -0.2055596 0.1619856 -0.1581609 0.1002518 -1.58 0.115 -0.3546508 0.038329

hhmem_age19_20 -0.0483075 0.096079 -0.5 0.615 -0.2366188 0.1400038 -0.0482928 0.1035399 -0.47 0.641 -0.2512272 0.1546417

hhmem_age21_22 -0.0839127 0.0978428 -0.86 0.391 -0.275681 0.1078556 -0.1001032 0.1069182 -0.94 0.349 -0.3096591 0.1094528

hhmem_age23_24 0.0069849 0.1000608 0.07 0.944 -0.1891307 0.2031004 0.0162194 0.1081192 0.15 0.881 -0.1956902 0.2281291

hhmem_age25_26 -0.0101529 0.1014104 -0.1 0.92 -0.2089137 0.1886078 0.0075321 0.1102472 0.07 0.946 -0.2085485 0.2236127

hhmem_age27_28 -0.0348687 0.1020436 -0.34 0.733 -0.2348704 0.165133 -0.1459738 0.1095571 -1.33 0.183 -0.3607017 0.0687541

hhmem_age29_30 -0.079332 0.1000745 -0.79 0.428 -0.2754744 0.1168104 0.0526701 0.1078792 0.49 0.625 -0.1587692 0.2641094

hhmem_age31_32 -0.0822643 0.1001464 -0.82 0.411 -0.2785476 0.1140191 0.0411713 0.107902 0.38 0.703 -0.1703128 0.2526554

hhmem_age33_34 -0.040915 0.1016047 -0.4 0.687 -0.2400565 0.1582266 0.0362363 0.1096594 0.33 0.741 -0.1786921 0.2511647

hhmem_age35_36 -0.1586048 0.1014278 -1.56 0.118 -0.3573996 0.0401901 -0.0333613 0.1072221 -0.31 0.756 -0.2435127 0.1767901

hhmem_age37_38 0.0022438 0.1018279 0.02 0.982 -0.1973352 0.2018229 0.123539 0.1110174 1.11 0.266 -0.0940511 0.3411291

hhmem_age39_40 -0.0502142 0.1028404 -0.49 0.625 -0.2517777 0.1513493 0.0665456 0.1116066 0.6 0.551 -0.1521992 0.2852904

hhmem_age41_42 -0.1159962 0.1013135 -1.14 0.252 -0.314567 0.0825745 0.0741584 0.1113955 0.67 0.506 -0.1441727 0.2924895

hhmem_age43_44 -0.1347841 0.1029051 -1.31 0.19 -0.3364743 0.0669062 -0.0188261 0.1147137 -0.16 0.87 -0.2436608 0.2060085

hhmem_age45_46 -0.0278154 0.1036009 -0.27 0.788 -0.2308694 0.1752386 0.1137235 0.1129529 1.01 0.314 -0.1076601 0.3351071

hhmem_age47_48 -0.101295 0.1059401 -0.96 0.339 -0.3089337 0.1063438 0.0929289 0.1174058 0.79 0.429 -0.1371822 0.3230401

hhmem_age49_50 -0.1051104 0.1076291 -0.98 0.329 -0.3160594 0.1058387 0.0301312 0.1205563 0.25 0.803 -0.2061548 0.2664173

hhmem_age51_52 -0.0854521 0.1053531 -0.81 0.417 -0.2919404 0.1210363 -0.0785212 0.1183013 -0.66 0.507 -0.3103875 0.1533451

hhmem_age53_54 -0.0774265 0.1097402 -0.71 0.48 -0.2925133 0.1376603 -0.0095575 0.1234899 -0.08 0.938 -0.2515932 0.2324783

hhmem_age55_56 -0.0933076 0.1108759 -0.84 0.4 -0.3106202 0.1240051 0.0442662 0.1279025 0.35 0.729 -0.2064181 0.2949506

hhmem_age57_58 -0.1688465 0.116767 -1.45 0.148 -0.3977056 0.0600125 0.0413502 0.1381789 0.3 0.765 -0.2294754 0.3121758

hhmem_age59_60 -0.1339807 0.1204512 -1.11 0.266 -0.3700607 0.1020993 0.0795064 0.1373327 0.58 0.563 -0.1896608 0.3486735

hhmem_age61_62 -0.2664776 0.1243444 -2.14 0.032 -0.5101881 -0.022767 -0.2889524 0.1455202 -1.99 0.047 -0.5741668 -0.003738

hhmem_age63_64 -0.0723901 0.1308756 -0.55 0.58 -0.3289015 0.1841214 0.2218696 0.1628552 1.36 0.173 -0.0973207 0.5410599

hhmem_age65_66 -0.1379843 0.1378573 -1 0.317 -0.4081796 0.132211 -0.1655365 0.1544856 -1.07 0.284 -0.4683227 0.1372496

hhmem_age67_68 -0.0110624 0.1454926 -0.08 0.939 -0.2962227 0.2740978 0.0703666 0.1740949 0.4 0.686 -0.2708531 0.4115863

hhmem_age69_70 -0.1404541 0.1467032 -0.96 0.338 -0.427987 0.1470788 -0.0862454 0.1715065 -0.5 0.615 -0.422392 0.2499012

hhmem_age71_72 -0.2390046 0.1528722 -1.56 0.118 -0.5386286 0.0606195 -0.0651605 0.1910656 -0.34 0.733 -0.4396421 0.3093212

hhmem_age73_74 -0.272045 0.1690778 -1.61 0.108 -0.6034313 0.0593413 -0.1321314 0.2050348 -0.64 0.519 -0.5339923 0.2697294

hhmem_age75_76 -0.0798822 0.1661074 -0.48 0.631 -0.4054468 0.2456823 -0.2015513 0.2016319 -1 0.318 -0.5967427 0.19364

hhmem_age77_78 0.0009962 0.1779129 0.01 0.996 -0.3477067 0.3496992 -0.0129474 0.2316988 -0.06 0.955 -0.4670686 0.4411739

hhmem_age79_80 0.2644607 0.1994143 1.33 0.185 -0.1263842 0.6553055 0.07685 0.2238515 0.34 0.731 -0.3618908 0.5155909

hhmem_age81_82 -0.3867785 0.2679269 -1.44 0.149 -0.9119056 0.1383487 -0.5388868 0.3461357 -1.56 0.12 -1.2173 0.1395267

hhmem_age83_84 0.20323 0.2436716 0.83 0.404 -0.2743576 0.6808175 0.3180648 0.3430069 0.93 0.354 -0.3542163 0.9903459

hhmem_age85_86 -0.4271781 0.3318159 -1.29 0.198 -1.077525 0.2231691 0.0349246 0.43293 0.08 0.936 -0.8136025 0.8834518

hhmem_age87_88 -0.7016356 0.5704855 -1.23 0.219 -1.819767 0.4164954 -0.8330315 0.8085644 -1.03 0.303 -2.417789 0.7517256

hhmem_age89_90 -0.1692046 0.4653338 -0.36 0.716 -1.081242 0.7428329 -0.6438315 0.5728841 -1.12 0.261 -1.766664 0.4790007

hhmem_age91_92 -0.472334 0.7152052 -0.66 0.509 -1.87411 0.9294424 0 (omitted)

hhmem_age93_94 0 (omitted) 0 (omitted)

hhmem_age95_96 0.6893219 0.6683771 1.03 0.302 -0.6206731 1.999317 0 (omitted)

hhmem_age97_98 0 (omitted) 0 (omitted)

qhurb

Urban -0.3871959 0.0488922 -7.92 0 -0.4830229 -0.2913689 -0.105468 0.0616154 -1.71 0.087 -0.226232 0.015296

qhprv

Abra -0.0585787 0.3285255 -0.18 0.858 -0.7024769 0.5853195 1.463229 0.3363165 4.35 0 0.8040607 2.122397

Agusan del Norte -0.0258908 0.31597 -0.08 0.935 -0.6451806 0.5933989 0.9619607 0.2866825 3.36 0.001 0.4000733 1.523848

Agusan del Sur 0.0251287 0.3037341 0.08 0.934 -0.5701792 0.6204366 0.8175772 0.2663958 3.07 0.002 0.295451 1.339703

Aklan -0.2501514 0.3244901 -0.77 0.441 -0.8861402 0.3858375 1.782329 0.3870781 4.6 0 1.02367 2.540989

Albay -1.475413 0.318231 -4.64 0 -2.099134 -0.8516915 1.137334 0.3748961 3.03 0.002 0.4025514 1.872117

Antique -0.2179288 0.3306818 -0.66 0.51 -0.8660533 0.4301956 1.077556 0.3164863 3.4 0.001 0.4572541 1.697858

Basilan -0.1080175 0.3895216 -0.28 0.782 -0.8714659 0.6554309 0.912259 0.3439614 2.65 0.008 0.2381071 1.586411

Bataan 0 (empty)

Batanes 0 (empty)

Batangas -0.7964168 0.3198987 -2.49 0.013 -1.423407 -0.1694269 0.9189466 0.319977 2.87 0.004 0.2918031 1.54609

Benguet -1.012501 0.3614131 -2.8 0.005 -1.720857 -0.304144 0.9587956 0.4155159 2.31 0.021 0.1443994 1.773192

Bohol -0.7801921 0.3176736 -2.46 0.014 -1.402821 -0.1575633 1.098857 0.3251083 3.38 0.001 0.4616562 1.736057

Bukidnon -0.6492793 0.2987494 -2.17 0.03 -1.234817 -0.0637411 1.814686 0.2989043 6.07 0 1.228845 2.400528

Bulacan -1.525088 0.5421061 -2.81 0.005 -2.587597 -0.4625799 0.2859556 0.7264791 0.39 0.694 -1.137917 1.709828

Cagayan -1.010897 0.3250132 -3.11 0.002 -1.647911 -0.3738831 1.096974 0.3489498 3.14 0.002 0.4130449 1.780903

Camarines Norte 0.136706 0.3230229 0.42 0.672 -0.4964072 0.7698192 1.57574 0.3112355 5.06 0 0.9657296 2.18575

Camarines Sur -0.004284 0.312991 -0.01 0.989 -0.617735 0.609167 0.5487508 0.269362 2.04 0.042 0.020811 1.076691

Camiguin -1.064858 0.4392717 -2.42 0.015 -1.925815 -0.2039015 0 (empty)

Capiz -1.053535 0.3358203 -3.14 0.002 -1.711731 -0.3953396 0.9250146 0.3652037 2.53 0.011 0.2092285 1.640801

Catanduanes -1.788232 0.4262202 -4.2 0 -2.623608 -0.9528558 0.6930789 0.6401861 1.08 0.279 -0.5616629 1.947821

Cavite -0.3686183 0.3920782 -0.94 0.347 -1.137077 0.3998408 1.495449 0.5212504 2.87 0.004 0.4738168 2.517081

Cebu -0.5455663 0.3292699 -1.66 0.098 -1.190923 0.099791 0.0932657 0.288857 0.32 0.747 -0.4728837 0.6594151

Davao del Norte -1.053793 0.3935447 -2.68 0.007 -1.825126 -0.2824597 0.1486225 0.3640737 0.41 0.683 -0.5649489 0.8621939

Davao del Sur -0.6570365 0.3553851 -1.85 0.064 -1.353578 0.0395055 -0.3031467 0.2947594 -1.03 0.304 -0.8808646 0.2745712

Davao Oriental 0.2066937 0.3433109 0.6 0.547 -0.4661833 0.8795708 0.4280726 0.2894036 1.48 0.139 -0.1391481 0.9952932

Eastern Samar -1.018402 0.3532963 -2.88 0.004 -1.71085 -0.3259538 0.8255585 0.3830081 2.16 0.031 0.0748764 1.576241

Ifugao -0.9796881 0.3648815 -2.68 0.007 -1.694843 -0.2645335 1.824932 0.5254062 3.47 0.001 0.7951548 2.854709

Ilocos Norte -1.541484 0.4166286 -3.7 0 -2.358061 -0.7249067 0.8051628 0.6593067 1.22 0.222 -0.4870546 2.09738

Ilocos Sur -0.8950881 0.3609641 -2.48 0.013 -1.602565 -0.1876115 1.788556 0.5549692 3.22 0.001 0.7008361 2.876275

Iloilo -0.4529507 0.3048578 -1.49 0.137 -1.050461 0.1445595 0.7935257 0.2788095 2.85 0.004 0.2470691 1.339982

Isabela -1.422358 0.3219761 -4.42 0 -2.053419 -0.7912961 1.199477 0.3836286 3.13 0.002 0.447579 1.951376

Kalinga -0.4074418 0.3846794 -1.06 0.29 -1.1614 0.3465159 0.1699431 0.3335304 0.51 0.61 -0.4837644 0.8236506

La Union -1.185368 0.3389116 -3.5 0 -1.849623 -0.5211135 1.455103 0.4544675 3.2 0.001 0.5643629 2.345843

Laguna -1.229416 0.4148635 -2.96 0.003 -2.042533 -0.4162983 0.7821553 0.5717537 1.37 0.171 -0.3384614 1.902772

Lanao del Norte 0.0309146 0.3007732 0.1 0.918 -0.55859 0.6204191 1.54485 0.2778151 5.56 0 1.000342 2.089357

Lanao del Sur -0.4249043 0.304302 -1.4 0.163 -1.021325 0.1715166 0.4947452 0.2665888 1.86 0.063 -0.0277593 1.01725

Leyte -0.1336792 0.2994516 -0.45 0.655 -0.7205935 0.4532351 0.8275751 0.2618092 3.16 0.002 0.3144385 1.340712

Maguindanao -0.3404686 0.3210715 -1.06 0.289 -0.9697573 0.28882 0.1262684 0.2727014 0.46 0.643 -0.4082166 0.6607533

Marinduque -0.9523681 0.3966751 -2.4 0.016 -1.729837 -0.1748991 0.9665776 0.4374117 2.21 0.027 0.1092664 1.823889

Masbate 0.705724 0.3275986 2.15 0.031 0.0636425 1.347806 0.7102983 0.2671275 2.66 0.008 0.1867379 1.233859

Misamis Occidental -0.0686116 0.3054297 -0.22 0.822 -0.6672429 0.5300197 1.651458 0.3009183 5.49 0 1.061669 2.241247

Misamis Oriental -0.0895381 0.296801 -0.3 0.763 -0.6712574 0.4921813 1.727758 0.2792042 6.19 0 1.180527 2.274988

Mountain Province -1.387289 0.3807588 -3.64 0 -2.133563 -0.6410155 0.902405 0.4958602 1.82 0.069 -0.069463 1.874273

Negros Occidental -0.7546251 0.3039476 -2.48 0.013 -1.350352 -0.1588987 1.036573 0.2808044 3.69 0 0.486207 1.58694

Negros Oriental 0.1006145 0.3168631 0.32 0.751 -0.5204257 0.7216548 0.6696435 0.2753062 2.43 0.015 0.1300534 1.209234

Cotabato (North) -0.6084586 0.317205 -1.92 0.055 -1.230169 0.0132517 0.3852195 0.2810727 1.37 0.171 -0.1656729 0.9361119

Northern Samar -0.1448215 0.3134316 -0.46 0.644 -0.7591362 0.4694932 1.246939 0.2952986 4.22 0 0.6681643 1.825714

Nueva Ecija -0.7683431 0.3286492 -2.34 0.019 -1.412484 -0.1242026 1.423196 0.3974355 3.58 0 0.6442369 2.202155

Nueva Vizcaya -0.8942698 0.3833471 -2.33 0.02 -1.645616 -0.1429232 1.140565 0.4819073 2.37 0.018 0.196044 2.085086

Occidental Mindoro 0.1292407 0.335858 0.38 0.7 -0.5290289 0.7875104 1.18896 0.3090915 3.85 0 0.5831514 1.794768

Oriental Mindoro -0.0549966 0.3024038 -0.18 0.856 -0.6476973 0.537704 1.381582 0.2769048 4.99 0 0.8388581 1.924305

Palawan 0.2548265 0.3039218 0.84 0.402 -0.3408492 0.8505023 1.001384 0.2624729 3.82 0 0.4869469 1.515822

Pampanga -1.664101 0.4786934 -3.48 0.001 -2.602323 -0.7258793 0.2633139 0.6304122 0.42 0.676 -0.9722712 1.498899

Pangasinan -1.094268 0.3069204 -3.57 0 -1.695821 -0.4927148 1.053644 0.3153531 3.34 0.001 0.4355629 1.671724

Quezon -0.5003304 0.3243263 -1.54 0.123 -1.135998 0.1353374 0.5313985 0.2903875 1.83 0.067 -0.0377506 1.100548

Quirino -1.285737 0.3676171 -3.5 0 -2.006253 -0.5652207 0 (empty)

Rizal -0.5335123 0.43115 -1.24 0.216 -1.378551 0.3115261 0.8980731 0.5667216 1.58 0.113 -0.2126808 2.008827

Romblon 0.6905987 0.3623585 1.91 0.057 -0.019611 1.400808 0.9286352 0.2983436 3.11 0.002 0.3438925 1.513378

Samar (Western) 0.4274611 0.3367404 1.27 0.204 -0.2325381 1.08746 0.2915948 0.2735635 1.07 0.286 -0.2445799 0.8277694

Siquijor -0.2995011 0.4501383 -0.67 0.506 -1.181756 0.5827537 0 (empty)

Sorsogon 0.2284318 0.3200725 0.71 0.475 -0.3988987 0.8557623 0.5726205 0.2720621 2.1 0.035 0.0393885 1.105852

South Cotabato -0.557819 0.3159325 -1.77 0.077 -1.177035 0.0613974 0.5584838 0.28668 1.95 0.051 -0.0033986 1.120366

Southern Leyte 0 (empty)

Sultan Kudarat -0.0064969 0.3191997 -0.02 0.984 -0.6321169 0.619123 1.186594 0.2895005 4.1 0 0.6191832 1.754004

Sulu 1.343763 0.5394037 2.49 0.013 0.2865515 2.400975 -0.8073515 0.2897303 -2.79 0.005 -1.375212 -0.2394906

Surigao del Norte 0.2966211 0.3108482 0.95 0.34 -0.3126302 0.9058724 0.8187025 0.2732396 3 0.003 0.2831628 1.354242

Surigao del Sur -0.264944 0.3027899 -0.88 0.382 -0.8584012 0.3285132 1.007437 0.272933 3.69 0 0.4724979 1.542376

Tarlac -2.299949 0.5318854 -4.32 0 -3.342425 -1.257472 -0.0945379 0.7524091 -0.13 0.9 -1.569233 1.380157

Tawi-Tawi 0 (empty) 0 (empty)

Zambales 0 (empty) 0 (empty)

Zamboanga del Norte 0.1952442 0.3209052 0.61 0.543 -0.4337184 0.8242068 0.2208153 0.2660845 0.83 0.407 -0.3007006 0.7423313

Zamboanga del Sur -0.0140317 0.3057969 -0.05 0.963 -0.6133827 0.5853193 0.2988262 0.2601395 1.15 0.251 -0.2110378 0.8086902

NCR 2 & 3 -0.3143893 0.4048269 -0.78 0.437 -1.107835 0.4790568 0.0133306 0.3425978 0.04 0.969 -0.6581487 0.6848099

NCR 4 0.1441602 0.3263635 0.44 0.659 -0.4955005 0.7838209 0.5441845 0.2866697 1.9 0.058 -0.0176778 1.106047

NCR 5 & 6 -1.256484 0.368912 -3.41 0.001 -1.979538 -0.5334297 -0.4502268 0.386272 -1.17 0.244 -1.207306 0.3068523

Aurora 0 (empty)

Biliran -0.7408817 0.3855098 -1.92 0.055 -1.496467 0.0147036 0.8582163 0.4328335 1.98 0.047 0.0098783 1.706554

Guimaras -0.8615735 0.3945262 -2.18 0.029 -1.634831 -0.0883163 1.879416 0.6461956 2.91 0.004 0.612896 3.145936

Sarangani -0.3060374 0.3511944 -0.87 0.384 -0.9943658 0.382291 0.2138332 0.2966645 0.72 0.471 -0.3676185 0.7952848

Apayao -0.1360819 0.3738338 -0.36 0.716 -0.8687826 0.5966188 0.7110295 0.3387302 2.1 0.036 0.0471304 1.374929

Compostella Valley -0.3776388 0.3830557 -0.99 0.324 -1.128414 0.3731365 -0.2776129 0.325312 -0.85 0.393 -0.9152127 0.359987

Zamboanga Sibugay 0.3830913 0.3533915 1.08 0.278 -0.3095433 1.075726 0.1185981 0.2836959 0.42 0.676 -0.4374357 0.6746319

Isabela City 0 (empty) 0 (empty)

Cotabato City -0.0819254 0.6662446 -0.12 0.902 -1.387741 1.22389 -1.200574 0.5111072 -2.35 0.019 -2.202326 -0.1988224

_cons -0.410522 0.432975 -0.95 0.343 -1.259137 0.4380934 -0.7945799 0.4608846 -1.72 0.085 -1.697897 0.1087374

Number of obs 8245 5143

LR chi2(161) 2848.21 1549.28

Prob > chi2 0 0

Pseudo R2 0.2922 0.2194

Log-likelihood -3449.0327 -2755.9523

Balancing Tests

Balancing

Tests

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

Pseudo-

R2

LR chi2

(pvalue)

Mean

(Median) Bias

SP Sample

(RAW) 0.292

2848.21

(0)

13.6

(9.4) 0.292

2848.21

(0)

13.6

(9.4) 0.292

2848.21

(0)

13.6

(9.4)

SP Sample

(MATCHED) 0.022

129.95

(0.973)

2.1

(1.5) 0.012

67.17

(1)

1.5

(1) 0.012

71.08

(1)

1.6

(1)

4Ps Sample

(RAW) 0.219

1549.28

(0)

6.5

(4.8) 0.219

1549.28

(0)

6.5

(4.8) 0.219

1549.28

(0)

6.5

(4.8)

4Ps Sample

(MATCHED) 0.028

158.31

(0.433)

2.4

(2) 0.013

74.24

(1)

1.7

(1.4) 0.015

86.51

(1)

1.7

(1.2)

Among 4Ps sample:

neighbor(1) caliper(0.001) common ties radius caliper(0.001) common ties

Among 4Ps sample: kernel kerneltype(biweight) bw(0.001) common ties

-60 -40 -20 0 20Standardized % bias across covariates

Unmatched

Matched

-60 -40 -20 0 20Standardized % bias across covariates

Unmatched

Matched

-60 -40 -20 0 20Standardized % bias across covariates

Unmatched

Matched

Among SP sample:

neighbor(1) caliper(0.001) common ties radius caliper(0.001) common ties

Among SP sample: kernel kerneltype(biweight) bw(0.001) common ties

-50 0 50 100Standardized % bias across covariates

Unmatched

Matched

-50 0 50 100Standardized % bias across covariates

Unmatched

Matched

-50 0 50 100Standardized % bias across covariates

Unmatched

Matched

SP SAMPLE 4Ps SAMPLE

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Treated

(Control) Means

SB (%)

(p>t)

Treated

(Control) Means

SB (%)

(p>t)

Treated

(Control) Means

SB (%)

(p>t)

Treated

(Control) Means

SB (%)

(p>t)

Treated

(Control) Means

SB (%)

(p>t)

Treated

(Control) Means

SB (%)

(p>t)

hinsurA 0.04753

(0.04373)

0.9

(0.643)

0.04753

(0.04431)

0.8

(0.694)

0.04753

(0.04346)

1

(0.615)

0.04803

(0.04464)

0.8

(0.676)

0.04803

(0.04115)

1.5

(0.395)

0.04803

(0.04066)

1.6

(0.362)

hinsurB 0.08698

(0.0903)

-0.5

(0.86)

0.08698

(0.08416)

0.4

(0.877)

0.08698

(0.08609)

0.1

(0.961)

0.08879

(0.11305)

-1.7

(0.23)

0.08879

(0.09145)

-0.2

(0.886)

0.08879

(0.09266)

-0.3

(0.836)

hinsurE 0.00238

(0.00523)

-4.1

(0.317)

0.00238

(0.00251)

-0.2

(0.946)

0.00238

(0.00236)

0

(0.994)

0.00243

(0.00146)

0.5

(0.527)

0.00243

(0.00213)

0.2

(0.869)

0.00243

(0.00205)

0.2

(0.835)

hinsurF 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hinsurG 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hinsurH 0.06131

(0.06559)

-0.8

(0.656)

0.06131

(0.06403)

-0.5

(0.777)

0.06131

(0.06308)

-0.3

(0.852)

0.05822

(0.07035)

-2.7

(0.27)

0.05822

(0.06898)

-2.4

(0.321)

0.05822

(0.06754)

-2.1

(0.399)

hinsurI 0.00713

(0.00618)

0.6

(0.738)

0.00713

(0.00596)

0.7

(0.67)

0.00713

(0.00582)

0.8

(0.635)

0.00728

(0.00922)

-1.6

(0.592)

0.00728

(0.00776)

-0.4

(0.874)

0.00728

(0.00819)

-0.7

(0.783)

hinsurJ 0.00285

(0.00095)

2.1

(0.157)

0.00285

(0.00079)

2.3

(0.124)

0.00285

(0.00099)

2.1

(0.178)

0.0034

(0.00388)

-0.5

(0.808)

0.0034

(0.00343)

0

(0.988)

0.0034

(0.00338)

0

(0.995)

hinsurX 0.02471

(0.00951)

4.1

(0.086)

0.02471

(0.01103)

3.7

(0.129)

0.02471

(0.01104)

3.7

(0.131)

0.02911

(0.03542)

-1.5

(0.618)

0.02911

(0.03402)

-1.2

(0.689)

0.02911

(0.03481)

-1.4

(0.643)

electricity 0.61027

(0.60789)

0.5

(0.875)

0.61027

(0.60923)

0.2

(0.945)

0.61027

(0.60772)

0.6

(0.866)

0.59631

(0.60505)

-1.8

(0.567)

0.59631

(0.5982)

-0.4

(0.902)

0.59631

(0.60148)

-1.1

(0.735)

radio 0.36217

(0.38023)

-3.7

(0.225)

0.36217

(0.35803)

0.8

(0.78)

0.36217

(0.36177)

0.1

(0.979)

0.34837

(0.33139)

3.5

(0.25)

0.34837

(0.3344)

2.9

(0.344)

0.34837

(0.33748)

2.3

(0.461)

aircon 0.00475

(0.00475)

0

(1)

0.00475

(0.00468)

0.1

(0.972)

0.00475

(0.00534)

-0.5

(0.789)

0.00485

(0.00097)

4.3

(0.021)

0.00485

(0.0017)

3.5

(0.077)

0.00485

(0.00161)

3.6

(0.067)

tv 0.38688

(0.38451)

0.5

(0.874)

0.38688

(0.38803)

-0.2

(0.939)

0.38688

(0.38987)

-0.6

(0.842)

0.37069

(0.37361)

-0.6

(0.847)

0.37069

(0.37142)

-0.1

(0.962)

0.37069

(0.37175)

-0.2

(0.944)

phone 0.01093

(0.00951)

1

(0.646)

0.01093

(0.00982)

0.8

(0.721)

0.01093

(0.01021)

0.5

(0.818)

0.0097

(0.01116)

-1.4

(0.646)

0.0097

(0.01013)

-0.4

(0.891)

0.0097

(0.01005)

-0.3

(0.91)

cellphone 0.53279

(0.54515)

-2.6

(0.421)

0.53279

(0.54055)

-1.6

(0.614)

0.53279

(0.53936)

-1.4

(0.669)

0.5148

(0.50801)

1.4

(0.663)

0.5148

(0.51771)

-0.6

(0.852)

0.5148

(0.51603)

-0.2

(0.937)

washmach 0.0461

(0.0442)

0.7

(0.767)

0.0461

(0.0425)

1.2

(0.57)

0.0461

(0.04366)

0.8

(0.702)

0.04318

(0.04852)

-2.4

(0.413)

0.04318

(0.04992)

-3

(0.305)

0.04318

(0.04824)

-2.3

(0.437)

ref 0.0751

(0.07082)

1.2

(0.594)

0.0751

(0.0746)

0.1

(0.952)

0.0751

(0.07667)

-0.5

(0.847)

0.06793

(0.06647)

0.5

(0.852)

0.06793

(0.06369)

1.6

(0.583)

0.06793

(0.06381)

1.5

(0.594)

cdvcddvd 0.23812

(0.23337)

1

(0.717)

0.23812

(0.237)

0.2

(0.932)

0.23812

(0.23555)

0.6

(0.844)

0.22853

(0.20136)

6.4

(0.034)

0.22853

(0.21914)

2.2

(0.47)

0.22853

(0.21762)

2.6

(0.4)

component 0.05989

(0.05941)

0.2

(0.948)

0.05989

(0.05617)

1.3

(0.606)

0.05989

(0.05675)

1.1

(0.664)

0.05725

(0.05725)

0

(1)

0.05725

(0.05424)

1.2

(0.673)

0.05725

(0.05532)

0.8

(0.787)

pc 0.00808

(0.00903)

-0.6

(0.738)

0.00808

(0.00811)

0

(0.991)

0.00808

(0.00773)

0.2

(0.898)

0.00776

(0.00485)

2.5

(0.238)

0.00776

(0.00665)

0.9

(0.671)

0.00776

(0.00593)

1.6

(0.475)

stove 0.01473

(0.01521)

-0.3

(0.899)

0.01473

(0.01542)

-0.4

(0.856)

0.01473

(0.01487)

-0.1

(0.971)

0.01553

(0.01698)

-1

(0.712)

0.01553

(0.01651)

-0.7

(0.801)

0.01553

(0.01734)

-1.2

(0.647)

tractor 0.00903

(0.00808)

0.8

(0.738)

0.00903

(0.00748)

1.4

(0.577)

0.00903

(0.00817)

0.8

(0.762)

0.00873

(0.01116)

-2.6

(0.433)

0.00873

(0.01016)

-1.5

(0.636)

0.00873

(0.01038)

-1.8

(0.586)

motorboat 0.06226

(0.05371)

3.9

(0.235)

0.06226

(0.05419)

3.7

(0.264)

0.06226

(0.0547)

3.5

(0.296)

0.06744

(0.06599)

0.6

(0.852)

0.06744

(0.0667)

0.3

(0.924)

0.06744

(0.06798)

-0.2

(0.945)

car 0.0038

(0.0038)

0

(1)

0.0038

(0.00408)

-0.2

(0.884)

0.0038

(0.00437)

-0.5

(0.774)

0.00388

(0.00437)

-0.6

(0.808)

0.00388

(0.0025)

1.7

(0.431)

0.00388

(0.00262)

1.5

(0.477)

motor 0.10789

(0.10837)

-0.1

(0.96)

0.10789

(0.1061)

0.5

(0.851)

0.10789

(0.10675)

0.3

(0.905)

0.09947

(0.09316)

2

(0.493)

0.09947

(0.0909)

2.7

(0.349)

0.09947

(0.08963)

3.2

(0.28)

bike 0.10456

(0.10314)

0.4

(0.88)

0.10456

(0.10594)

-0.4

(0.884)

0.10456

(0.10489)

-0.1

(0.972)

0.10141

(0.12227)

-6.9

(0.034)

0.10141

(0.10597)

-1.5

(0.631)

0.10141

(0.10763)

-2.1

(0.514)

head_age 44.059

(43.817)

1.9

(0.512)

44.059

(43.863)

1.5

(0.594)

44.059

(43.795)

2

(0.472)

43.689

(43.174)

4.3

(0.161)

43.689

(43.393)

2.5

(0.43)

43.689

(43.371)

2.7

(0.393)

headage_sqr 2083.8

(2064.8)

1.5

(0.596)

2083.8

(2064.5)

1.5

(0.587)

2083.8

(2058)

2

(0.467)

2050.3

(2000.2)

4.4

(0.152)

2050.3

(2029.7)

1.8

(0.566)

2050.3

(2024.5)

2.2

(0.469)

head_male 0.92538

(0.92586)

-0.2

(0.953)

0.92538

(0.93265)

-2.3

(0.359)

0.92538

(0.93242)

-2.2

(0.375)

0.92625

(0.93159)

-2

(0.505)

0.92625

(0.92628)

0

(0.997)

0.92625

(0.92815)

-0.7

(0.814)

2.head_hgc 0.37975

(0.39639)

-3.6

(0.268)

0.37975

(0.39266)

-2.8

(0.39)

0.37975

(0.39611)

-3.5

(0.276)

0.38088

(0.38476)

-0.8

(0.798)

0.38088

(0.39032)

-2

(0.534)

0.38088

(0.38918)

-1.7

(0.584)

3.head_hgc 0.22861

(0.2077)

5

(0.101)

0.22861

(0.20896)

4.7

(0.123)

0.22861

(0.21045)

4.4

(0.155)

0.23193

(0.23581)

-0.9

(0.769)

0.23193

(0.23457)

-0.6

(0.841)

0.23193

(0.23548)

-0.9

(0.788)

4.head_hgc 0.15257

(0.17063)

-5.1

(0.112)

0.15257

(0.15992)

-2.1

(0.511)

0.15257

(0.15783)

-1.5

(0.638)

0.15041

(0.14605)

1.3

(0.693)

0.15041

(0.14874)

0.5

(0.881)

0.15041

(0.14747)

0.8

(0.791)

5.head_hgc 0.14354

(0.13356)

2.6

(0.349)

0.14354

(0.1441)

-0.1

(0.958)

0.14354

(0.14179)

0.5

(0.871)

0.13877

(0.14022)

-0.4

(0.893)

0.13877

(0.13452)

1.2

(0.692)

0.13877

(0.13489)

1.1

(0.717)

6.head_hgc 0.03517

(0.03184)

1.4

(0.549)

0.03517

(0.03063)

1.9

(0.41)

0.03517

(0.03104)

1.7

(0.454)

0.03348

(0.03105)

1.2

(0.66)

0.03348

(0.03243)

0.5

(0.85)

0.03348

(0.03246)

0.5

(0.854)

7.head_hgc 0.01426

(0.01378)

0.3

(0.896)

0.01426

(0.01457)

-0.2

(0.932)

0.01426

(0.01499)

-0.4

(0.844)

0.01407

(0.01116)

2.1

(0.403)

0.01407

(0.01193)

1.6

(0.544)

0.01407

(0.01147)

1.9

(0.458)

hgc1 0.22006

(0.21245)

1.5

(0.667)

0.22006

(0.21959)

0.1

(0.979)

0.22006

(0.217)

0.6

(0.863)

0.24115

(0.22416)

2.4

(0.356)

0.24115

(0.24002)

0.2

(0.953)

0.24115

(0.23833)

0.4

(0.883)

hgc2 2.3237

(2.4125)

-5.8

(0.087)

2.3237

(2.3982)

-4.9

(0.152)

2.3237

(2.4064)

-5.4

(0.111)

2.4027

(2.4444)

-2.5

(0.429)

2.4027

(2.4444)

-2.5

(0.434)

2.4027

(2.4526)

-3

(0.349)

hgc3 0.74572

(0.79183)

-5.1

(0.116)

0.74572

(0.79076)

-5

(0.125)

0.74572

(0.79647)

-5.6

(0.086)

0.76177

(0.78603)

-2.7

(0.397)

0.76177

(0.77128)

-1

(0.739)

0.76177

(0.77862)

-1.8

(0.556)

hgc4 0.84268

(0.88973)

-4.9

(0.126)

0.84268

(0.88951)

-4.9

(0.131)

0.84268

(0.88226)

-4.1

(0.201)

0.83794

(0.84668)

-0.9

(0.78)

0.83794

(0.83646)

0.2

(0.962)

0.83794

(0.83793)

0

(1)

hgc5 0.58745

(0.57319)

1.5

(0.583)

0.58745

(0.58835)

-0.1

(0.973)

0.58745

(0.57554)

1.3

(0.648)

0.55167

(0.57254)

-2.5

(0.436)

0.55167

(0.57024)

-2.2

(0.492)

0.55167

(0.56126)

-1.1

(0.72)

hgc6 0.17586

(0.1711)

0.8

(0.751)

0.17586

(0.17108)

0.8

(0.752)

0.17586

(0.16986)

1

(0.69)

0.16303

(0.17273)

-1.8

(0.537)

0.16303

(0.17142)

-1.6

(0.594)

0.16303

(0.16772)

-0.9

(0.764)

hgc7 0.06702

(0.06179)

1.2

(0.583)

0.06702

(0.06469)

0.5

(0.805)

0.06702

(0.0643)

0.6

(0.773)

0.06259

(0.06453)

-0.6

(0.839)

0.06259

(0.06742)

-1.4

(0.619)

0.06259

(0.06649)

-1.1

(0.686)

qhmember 5.9715

(6.145)

-7.7

(0.016)

5.9715

(6.1676)

-8.7

(0.006)

5.9715

(6.1533)

-8

(0.011)

6.0694

(6.2028)

-6.1

(0.059)

6.0694

(6.2083)

-6.4

(0.049)

6.0694

(6.2068)

-6.3

(0.052)

hhmem_age1_2 0.29373

(0.31844)

-5.1

(0.119)

0.29373

(0.3148)

-4.4

(0.178)

0.29373

(0.31281)

-3.9

(0.223)

0.3018

(0.33819)

-7.3

(0.021)

0.3018

(0.33322)

-6.3

(0.047)

0.3018

(0.33798)

-7.3

(0.022)

hhmem_age3_4 0.375

(0.38356)

-1.7

(0.603)

0.375

(0.39649)

-4.3

(0.192)

0.375

(0.39196)

-3.4

(0.302)

0.39884

(0.41679)

-3.3

(0.306)

0.39884

(0.41739)

-3.4

(0.287)

0.39884

(0.41583)

-3.1

(0.33)

hhmem_age5_6 0.39591

(0.39639)

-0.1

(0.978)

0.39591

(0.39169)

0.8

(0.805)

0.39591

(0.39362)

0.4

(0.893)

0.42358

(0.41339)

1.8

(0.564)

0.42358

(0.42673)

-0.6

(0.859)

0.42358

(0.42346)

0

(0.994)

hhmem_age7_8 0.41445

(0.4116)

0.5

(0.87)

0.41445

(0.41435)

0

(0.995)

0.41445

(0.41401)

0.1

(0.98)

0.44056

(0.49685)

-9.9

(0.002)

0.44056

(0.47733)

-6.4

(0.043)

0.44056

(0.48575)

-7.9

(0.013)

hhmem_age9_10 0.41683

(0.41065)

1.2

(0.725)

0.41683

(0.40357)

2.5

(0.445)

0.41683

(0.40715)

1.9

(0.578)

0.42407

(0.42698)

-0.5

(0.873)

0.42407

(0.42971)

-1

(0.753)

0.42407

(0.43404)

-1.8

(0.581)

hhmem_age11_12 0.42205

(0.4249)

-0.5

(0.871)

0.42205

(0.4372)

-2.9

(0.391)

0.42205

(0.43027)

-1.6

(0.64)

0.44008

(0.42795)

2.1

(0.5)

0.44008

(0.42093)

3.4

(0.281)

0.44008

(0.42071)

3.4

(0.277)

hhmem_age13_14 0.38118

(0.41255)

-6.1

(0.075)

0.38118

(0.41457)

-6.5

(0.058)

0.38118

(0.41595)

-6.7

(0.048)

0.39398

(0.40611)

-2.2

(0.485)

0.39398

(0.39993)

-1.1

(0.732)

0.39398

(0.40382)

-1.8

(0.572)

hhmem_age15_16 0.2999

(0.3365)

-7.4

(0.024)

0.2999

(0.32994)

-6.1

(0.065)

0.2999

(0.32804)

-5.7

(0.083)

0.31538

(0.30616)

1.8

(0.565)

0.31538

(0.29709)

3.5

(0.251)

0.31538

(0.29807)

3.3

(0.277)

hhmem_age17_18 0.24144

(0.23574)

1.2

(0.694)

0.24144

(0.25352)

-2.6

(0.411)

0.24144

(0.24945)

-1.7

(0.585)

0.23581

(0.22416)

2.4

(0.421)

0.23581

(0.23483)

0.2

(0.947)

0.23581

(0.22674)

1.9

(0.532)

hhmem_age19_20 0.17538

(0.21768)

-9.9

(0.002)

0.17538

(0.21549)

-9.4

(0.003)

0.17538

(0.21857)

-10.1

(0.001)

0.16982

(0.18098)

-2.7

(0.392)

0.16982

(0.18485)

-3.6

(0.248)

0.16982

(0.1849)

-3.6

(0.249)

hhmem_age21_22 0.14068

(0.15399)

-3.3

(0.263)

0.14068

(0.1522)

-2.9

(0.331)

0.14068

(0.15358)

-3.2

(0.276)

0.13052

(0.14993)

-5.1

(0.1)

0.13052

(0.14891)

-4.8

(0.118)

0.13052

(0.14861)

-4.8

(0.124)

hhmem_age23_24 0.12405

(0.15352)

-7.9

(0.011)

0.12405

(0.14211)

-4.8

(0.111)

0.12405

(0.14391)

-5.3

(0.081)

0.12179

(0.1247)

-0.8

(0.786)

0.12179

(0.12849)

-1.9

(0.537)

0.12179

(0.12392)

-0.6

(0.843)

hhmem_age25_26 0.11787

(0.12072)

-0.8

(0.79)

0.11787

(0.12853)

-3

(0.33)

0.11787

(0.12808)

-2.8

(0.349)

0.11936

(0.1441)

-6.9

(0.034)

0.11936

(0.13693)

-4.9

(0.122)

0.11936

(0.1337)

-4

(0.203)

hhmem_age27_28 0.11359

(0.11787)

-1.2

(0.687)

0.11359

(0.11937)

-1.6

(0.584)

0.11359

(0.11702)

-1

(0.744)

0.11936

(0.12906)

-2.7

(0.378)

0.11936

(0.13786)

-5.1

(0.096)

0.11936

(0.13612)

-4.6

(0.131)

hhmem_age29_30 0.13118

(0.12833)

0.8

(0.801)

0.13118

(0.12973)

0.4

(0.898)

0.13118

(0.12917)

0.5

(0.859)

0.13634

(0.13586)

0.1

(0.967)

0.13634

(0.14791)

-3.1

(0.339)

0.13634

(0.14647)

-2.7

(0.402)

hhmem_age31_32 0.13736

(0.13546)

0.5

(0.869)

0.13736

(0.13084)

1.7

(0.57)

0.13736

(0.13299)

1.2

(0.705)

0.1441

(0.13392)

2.7

(0.391)

0.1441

(0.14422)

0

(0.992)

0.1441

(0.13889)

1.4

(0.664)

hhmem_age33_34 0.14211

(0.1269)

4.1

(0.184)

0.14211

(0.13536)

1.8

(0.562)

0.14211

(0.13326)

2.4

(0.445)

0.14459

(0.16691)

-5.8

(0.079)

0.14459

(0.15658)

-3.1

(0.333)

0.14459

(0.15728)

-3.3

(0.309)

hhmem_age35_36 0.14259

(0.14829)

-1.6

(0.621)

0.14259

(0.14536)

-0.8

(0.809)

0.14259

(0.14598)

-0.9

(0.768)

0.14508

(0.15041)

-1.4

(0.656)

0.14508

(0.14073)

1.1

(0.713)

0.14508

(0.14531)

-0.1

(0.985)

hhmem_age37_38 0.15162

(0.16017)

-2.4

(0.477)

0.15162

(0.15149)

0

(0.992)

0.15162

(0.15126)

0.1

(0.976)

0.15332

(0.1737)

-5.3

(0.099)

0.15332

(0.1478)

1.4

(0.641)

0.15332

(0.15587)

-0.7

(0.832)

hhmem_age39_40 0.14686

(0.13831)

2.3

(0.465)

0.14686

(0.14055)

1.7

(0.591)

0.14686

(0.14167)

1.4

(0.659)

0.13974

(0.11742)

5.8

(0.046)

0.13974

(0.12406)

4.1

(0.166)

0.13974

(0.12454)

3.9

(0.18)

hhmem_age41_42 0.14924

(0.15067)

-0.4

(0.905)

0.14924

(0.14919)

0

(0.997)

0.14924

(0.15043)

-0.3

(0.92)

0.14702

(0.13343)

3.6

(0.241)

0.14702

(0.14181)

1.4

(0.661)

0.14702

(0.14278)

1.1

(0.72)

hhmem_age43_44 0.11074

(0.1231)

-3.7

(0.261)

0.11074

(0.12807)

-5.1

(0.118)

0.11074

(0.13026)

-5.8

(0.081)

0.10674

(0.10723)

-0.1

(0.963)

0.10674

(0.10914)

-0.7

(0.821)

0.10674

(0.10681)

0

(0.995)

hhmem_age45_46 0.12262

(0.13451)

-3.4

(0.291)

0.12262

(0.12766)

-1.4

(0.648)

0.12262

(0.12734)

-1.3

(0.669)

0.1179

(0.11499)

0.8

(0.789)

0.1179

(0.11163)

1.8

(0.56)

0.1179

(0.11263)

1.5

(0.625)

hhmem_age47_48 0.09933

(0.11359)

-4.4

(0.158)

0.09933

(0.11227)

-4

(0.202)

0.09933

(0.11059)

-3.4

(0.264)

0.10092

(0.09316)

2.4

(0.438)

0.10092

(0.09515)

1.8

(0.564)

0.10092

(0.09427)

2.1

(0.505)

hhmem_age49_50 0.08698

(0.0751)

3.9

(0.184)

0.08698

(0.08162)

1.7

(0.554)

0.08698

(0.08223)

1.5

(0.603)

0.08782

(0.09025)

-0.8

(0.795)

0.08782

(0.09312)

-1.8

(0.573)

0.08782

(0.09471)

-2.3

(0.465)

hhmem_age51_52 0.08365

(0.07842)

1.6

(0.565)

0.08365

(0.08105)

0.8

(0.778)

0.08365

(0.07922)

1.4

(0.628)

0.08443

(0.08297)

0.5

(0.875)

0.08443

(0.08386)

0.2

(0.952)

0.08443

(0.08376)

0.2

(0.943)

hhmem_age53_54 0.06797

(0.06036)

2.6

(0.343)

0.06797

(0.0659)

0.7

(0.803)

0.06797

(0.06474)

1.1

(0.696)

0.06259

(0.05677)

2.2

(0.46)

0.06259

(0.06004)

1

(0.749)

0.06259

(0.05834)

1.6

(0.591)

hhmem_age55_56 0.05989

(0.05086)

3.2

(0.226)

0.05989

(0.05641)

1.2

(0.65)

0.05989

(0.05579)

1.5

(0.591)

0.05628

(0.04901)

2.9

(0.32)

0.05628

(0.05161)

1.9

(0.528)

0.05628

(0.05116)

2.1

(0.488)

hhmem_age57_58 0.04373

(0.04183)

0.8

(0.771)

0.04373

(0.04269)

0.4

(0.873)

0.04373

(0.04232)

0.6

(0.829)

0.03979

(0.03542)

2.1

(0.476)

0.03979

(0.03492)

2.3

(0.431)

0.03979

(0.03564)

2

(0.505)

hhmem_age59_60 0.04278

(0.04563)

-1.2

(0.667)

0.04278

(0.04407)

-0.6

(0.844)

0.04278

(0.0429)

-0.1

(0.985)

0.0393

(0.05143)

-5.8

(0.082)

0.0393

(0.04536)

-2.9

(0.365)

0.0393

(0.04587)

-3.2

(0.327)

hhmem_age61_62 0.03042

(0.02662)

1.7

(0.481)

0.03042

(0.02966)

0.3

(0.892)

0.03042

(0.02882)

0.7

(0.771)

0.02814

(0.03445)

-3.4

(0.28)

0.02814

(0.02764)

0.3

(0.927)

0.02814

(0.03008)

-1

(0.731)

hhmem_age63_64 0.02709

(0.03089)

-2

(0.497)

0.02709

(0.02918)

-1.1

(0.701)

0.02709

(0.02841)

-0.7

(0.807)

0.02426

(0.01989)

2.8

(0.397)

0.02426

(0.02453)

-0.2

(0.958)

0.02426

(0.02426)

0

(1)

hhmem_age65_66 0.02329

(0.02757)

-2.3

(0.4)

0.02329

(0.02227)

0.6

(0.83)

0.02329

(0.02126)

1.1

(0.666)

0.02475

(0.0262)

-0.9

(0.771)

0.02475

(0.02568)

-0.6

(0.852)

0.02475

(0.02383)

0.6

(0.854)

hhmem_age67_68 0.01854

(0.02044)

-1.2

(0.663)

0.01854

(0.01967)

-0.7

(0.795)

0.01854

(0.01881)

-0.2

(0.948)

0.01844

(0.01747)

0.7

(0.819)

0.01844

(0.01791)

0.4

(0.903)

0.01844

(0.01779)

0.5

(0.88)

hhmem_age69_70 0.01949

(0.02519)

-3.5

(0.273)

0.01949

(0.02386)

-2.7

(0.388)

0.01949

(0.02456)

-3.1

(0.323)

0.02086

(0.01407)

4.8

(0.105)

0.02086

(0.02037)

0.3

(0.914)

0.02086

(0.01857)

1.6

(0.606)

hhmem_age71_72 0.01331

(0.01616)

-1.8

(0.489)

0.01331

(0.01182)

1

(0.691)

0.01331

(0.01265)

0.4

(0.862)

0.0131

(0.01262)

0.4

(0.896)

0.0131

(0.01518)

-1.7

(0.595)

0.0131

(0.01425)

-0.9

(0.766)

hhmem_age73_74 0.01046

(0.00808)

1.7

(0.433)

0.01046

(0.00845)

1.4

(0.519)

0.01046

(0.00891)

1.1

(0.622)

0.01019

(0.01504)

-4.3

(0.179)

0.01019

(0.01364)

-3.1

(0.323)

0.01019

(0.01323)

-2.7

(0.38)

hhmem_age75_76 0.01283

(0.01568)

-2.1

(0.457)

0.01283

(0.01235)

0.4

(0.893)

0.01283

(0.01232)

0.4

(0.885)

0.01164

(0.00728)

3.7

(0.158)

0.01164

(0.01109)

0.5

(0.873)

0.01164

(0.01079)

0.7

(0.801)

hhmem_age77_78 0.00951

(0.0076)

1.5

(0.526)

0.00951

(0.00741)

1.7

(0.479)

0.00951

(0.00712)

1.9

(0.415)

0.00922

(0.00534)

3.9

(0.156)

0.00922

(0.00651)

2.7

(0.339)

0.00922

(0.0067)

2.5

(0.377)

hhmem_age79_80 0.00903

(0.0038)

5.1

(0.04)

0.00903

(0.00678)

2.2

(0.424)

0.00903

(0.00607)

2.9

(0.283)

0.00922

(0.00728)

2

(0.503)

0.00922

(0.00792)

1.3

(0.661)

0.00922

(0.00831)

0.9

(0.76)

hhmem_age81_82 0.00285

(0.00333)

-0.6

(0.781)

0.00285

(0.00272)

0.2

(0.935)

0.00285

(0.00259)

0.3

(0.874)

0.0034

(0.00243)

1.5

(0.563)

0.0034

(0.00363)

-0.4

(0.9)

0.0034

(0.0033)

0.2

(0.955)

hhmem_age83_84 0.0057

(0.00428)

1.8

(0.512)

0.0057

(0.00464)

1.3

(0.631)

0.0057

(0.00448)

1.5

(0.577)

0.00485

(0.00097)

6.2

(0.021)

0.00485

(0.0039)

1.5

(0.644)

0.00485

(0.00319)

2.7

(0.401)

hhmem_age85_86 0.00238

(0.00238)

0

(1)

0.00238

(0.00264)

-0.4

(0.863)

0.00238

(0.00253)

-0.2

(0.922)

0.00194

(0.0034)

-3.3

(0.365)

0.00194

(0.00223)

-0.7

(0.837)

0.00194

(0.00185)

0.2

(0.946)

hhmem_age87_88 0.00048

(0.00048)

0

(1)

0.00048

(0.00028)

0.4

(0.741)

0.00048

(0.00034)

0.3

(0.822)

0.00049

(0.00049)

0

(1)

0.00049

(0.00056)

-0.3

(0.922)

0.00049

(0.00063)

-0.6

(0.847)

hhmem_age89_90 0.00095

(0.00048)

1.2

(0.564)

0.00095

(0.00111)

-0.4

(0.869)

0.00095

(0.00068)

0.7

(0.762)

0.00097

(0)

2.7

(0.157)

0.00097

(0.00064)

0.9

(0.707)

0.00097

(0.00056)

1.1

(0.631)

hhmem_age91_92 0.00048

(0)

1.4

(0.317)

0.00048

(0.00016)

0.9

(0.569)

0.00048

(0.00015)

1

(0.552)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age93_94 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age95_96 0.00095

(0.00048)

1.6

(0.564)

0.00095

(0.00054)

1.4

(0.622)

0.00095

(0.00071)

0.8

(0.786)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age97_98 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

1.qhurb 0.16065

(0.1616)

-0.2

(0.933)

0.16065

(0.15988)

0.2

(0.946)

0.16065

(0.159)

0.4

(0.884)

0.15818

(0.17419)

-4.1

(0.167)

0.15818

(0.16855)

-2.6

(0.368)

0.15818

(0.16796)

-2.5

(0.395)

1.qhprv 0.01331

(0.00951)

3.7

(0.246)

0.01331

(0.01016)

3.1

(0.343)

0.01331

(0.00951)

3.7

(0.246)

0.01067

(0.00825)

2.7

(0.421)

0.01067

(0.01171)

-1.2

(0.751)

0.01067

(0.01077)

-0.1

(0.975)

2.qhprv 0.01854

(0.01711)

1.2

(0.727)

0.01854

(0.01809)

0.4

(0.914)

0.01854

(0.01817)

0.3

(0.93)

0.02038

(0.02814)

-5.8

(0.105)

0.02038

(0.02251)

-1.6

(0.637)

0.02038

(0.02456)

-3.1

(0.365)

3.qhprv 0.03137

(0.03042)

0.6

(0.859)

0.03137

(0.0299)

1

(0.782)

0.03137

(0.02886)

1.7

(0.634)

0.03396

(0.03202)

1.2

(0.727)

0.03396

(0.03335)

0.4

(0.913)

0.03396

(0.03324)

0.4

(0.897)

4.qhprv 0.01141

(0.00998)

1.3

(0.653)

0.01141

(0.01093)

0.4

(0.883)

0.01141

(0.01004)

1.3

(0.667)

0.00873

(0.00485)

5

(0.129)

0.00873

(0.00467)

5.2

(0.11)

0.00873

(0.00442)

5.5

(0.086)

5.qhprv 0.00665

(0.00951)

-1.9

(0.302)

0.00665

(0.00838)

-1.1

(0.516)

0.00665

(0.0082)

-1

(0.558)

0.00679

(0.00388)

4.4

(0.2)

0.00679

(0.00346)

5

(0.134)

0.00679

(0.00321)

5.4

(0.103)

6.qhprv 0.01141

(0.01093)

0.5

(0.883)

0.01141

(0.01106)

0.4

(0.914)

0.01141

(0.01062)

0.8

(0.807)

0.01164

(0.0097)

2.1

(0.544)

0.01164

(0.0143)

-2.9

(0.452)

0.01164

(0.01229)

-0.7

(0.848)

7.qhprv 0.00665

(0.00713)

-0.7

(0.852)

0.00665

(0.00649)

0.2

(0.948)

0.00665

(0.00662)

0.1

(0.988)

0.00776

(0.00776)

0

(1)

0.00776

(0.00603)

2.2

(0.501)

0.00776

(0.00688)

1.1

(0.74)

8.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

9.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

10.qhprv 0.01046

(0.01046)

0

(1)

0.01046

(0.01237)

-1.6

(0.56)

0.01046

(0.01215)

-1.4

(0.603)

0.01067

(0.00922)

1.5

(0.638)

0.01067

(0.01314)

-2.5

(0.466)

0.01067

(0.01162)

-1

(0.773)

11.qhprv 0.0038

(0.0019)

2.3

(0.248)

0.0038

(0.00374)

0.1

(0.975)

0.0038

(0.00343)

0.4

(0.841)

0.0034

(0.0034)

0

(1)

0.0034

(0.00265)

1.3

(0.663)

0.0034

(0.00311)

0.5

(0.87)

12.qhprv 0.01236

(0.01521)

-2.4

(0.428)

0.01236

(0.01515)

-2.3

(0.437)

0.01236

(0.01546)

-2.6

(0.39)

0.01116

(0.00825)

3.2

(0.341)

0.01116

(0.00837)

3.1

(0.362)

0.01116

(0.008)

3.5

(0.297)

13.qhprv 0.03707

(0.03992)

-1.5

(0.631)

0.03707

(0.03938)

-1.2

(0.697)

0.03707

(0.04032)

-1.7

(0.585)

0.01844

(0.02475)

-4.6

(0.164)

0.01844

(0.02593)

-5.5

(0.102)

0.01844

(0.02536)

-5.1

(0.129)

14.qhprv 0.00048

(0.00048)

0

(1)

0.00048

(0.00046)

0

(0.984)

0.00048

(0.00042)

0.1

(0.933)

0.00049

(0.00049)

0

(1)

0.00049

(0.00056)

-0.3

(0.915)

0.00049

(0.0005)

0

(0.984)

15.qhprv 0.00808

(0.00428)

3.4

(0.116)

0.00808

(0.00797)

0.1

(0.968)

0.00808

(0.00756)

0.5

(0.848)

0.00825

(0.00679)

1.9

(0.589)

0.00825

(0.00549)

3.7

(0.283)

0.00825

(0.0051)

4.2

(0.215)

16.qhprv 0.01663

(0.01426)

2.2

(0.532)

0.01663

(0.01656)

0.1

(0.985)

0.01663

(0.01747)

-0.8

(0.835)

0.01553

(0.01601)

-0.5

(0.901)

0.01553

(0.01436)

1.1

(0.757)

0.01553

(0.01506)

0.4

(0.903)

17.qhprv 0.02376

(0.02329)

0.4

(0.919)

0.02376

(0.02337)

0.3

(0.933)

0.02376

(0.02465)

-0.7

(0.851)

0.0262

(0.02766)

-0.9

(0.773)

0.0262

(0.0269)

-0.4

(0.89)

0.0262

(0.02759)

-0.9

(0.783)

18.qhprv 0.00143

(0.00095)

0.8

(0.655)

0.00143

(0.00165)

-0.4

(0.856)

0.00143

(0.0015)

-0.1

(0.953)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

19.qhprv 0.00665

(0.00713)

-0.5

(0.852)

0.00665

(0.006)

0.6

(0.79)

0.00665

(0.00618)

0.5

(0.846)

0.00534

(0.00437)

1.4

(0.654)

0.00534

(0.00667)

-1.9

(0.58)

0.00534

(0.0054)

-0.1

(0.977)

20.qhprv 0.00143

(0.00143)

0

(1)

0.00143

(0.00158)

-0.2

(0.9)

0.00143

(0.00154)

-0.2

(0.921)

0.00146

(0.00097)

1.5

(0.655)

0.00146

(0.00127)

0.6

(0.868)

0.00146

(0.0011)

1.1

(0.749)

21.qhprv 0.00333

(0.0076)

-7.3

(0.06)

0.00333

(0.00444)

-1.9

(0.561)

0.00333

(0.00484)

-2.6

(0.441)

0.00291

(0.00291)

0

(1)

0.00291

(0.00332)

-0.9

(0.816)

0.00291

(0.00321)

-0.7

(0.86)

22.qhprv 0.00998

(0.01093)

-1

(0.762)

0.00998

(0.01151)

-1.5

(0.631)

0.00998

(0.01127)

-1.3

(0.683)

0.01019

(0.00679)

2.6

(0.235)

0.01019

(0.01098)

-0.6

(0.803)

0.01019

(0.01061)

-0.3

(0.895)

23.qhprv 0.00285

(0.0038)

-1.5

(0.592)

0.00285

(0.00332)

-0.8

(0.783)

0.00285

(0.0033)

-0.7

(0.792)

0.00291

(0.00437)

-1.8

(0.438)

0.00291

(0.00429)

-1.7

(0.459)

0.00291

(0.00444)

-1.9

(0.419)

24.qhprv 0.0057

(0.00523)

0.6

(0.834)

0.0057

(0.00566)

0.1

(0.985)

0.0057

(0.00608)

-0.5

(0.874)

0.00631

(0.00582)

0.3

(0.841)

0.00631

(0.00468)

1.1

(0.479)

0.00631

(0.00513)

0.8

(0.616)

25.qhprv 0.01046

(0.00951)

1.1

(0.757)

0.01046

(0.01153)

-1.2

(0.739)

0.01046

(0.01123)

-0.9

(0.807)

0.0131

(0.01456)

-1.2

(0.689)

0.0131

(0.01202)

0.9

(0.756)

0.0131

(0.01248)

0.5

(0.859)

26.qhprv 0.00475

(0.00285)

2.3

(0.317)

0.00475

(0.00502)

-0.3

(0.901)

0.00475

(0.00451)

0.3

(0.909)

0.00437

(0.00485)

-0.8

(0.818)

0.00437

(0.00554)

-1.9

(0.593)

0.00437

(0.00595)

-2.6

(0.478)

27.qhprv 0.00475

(0.0038)

1.3

(0.637)

0.00475

(0.00523)

-0.7

(0.828)

0.00475

(0.0049)

-0.2

(0.943)

0.0034

(0.00485)

-2.9

(0.466)

0.0034

(0.005)

-3.2

(0.426)

0.0034

(0.00503)

-3.2

(0.418)

28.qhprv 0.00095

(0.00095)

0

(1)

0.00095

(0.00116)

-0.2

(0.837)

0.00095

(0.00105)

-0.1

(0.919)

0.00097

(0.00194)

-3.5

(0.414)

0.00097

(0.0018)

-3

(0.472)

0.00097

(0.00225)

-4.5

(0.307)

29.qhprv 0.0038

(0.00285)

1.2

(0.592)

0.0038

(0.00415)

-0.4

(0.858)

0.0038

(0.00409)

-0.4

(0.88)

0.00194

(0.00291)

-2.1

(0.527)

0.00194

(0.00164)

0.6

(0.822)

0.00194

(0.00259)

-1.4

(0.662)

30.qhprv 0.02329

(0.02329)

0

(1)

0.02329

(0.0237)

-0.3

(0.93)

0.02329

(0.02381)

-0.3

(0.912)

0.02377

(0.01941)

3.2

(0.335)

0.02377

(0.02235)

1

(0.761)

0.02377

(0.02306)

0.5

(0.88)

31.qhprv 0.00618

(0.00808)

-1.4

(0.464)

0.00618

(0.00652)

-0.2

(0.888)

0.00618

(0.00675)

-0.4

(0.816)

0.00534

(0.0034)

2.9

(0.345)

0.00534

(0.00406)

1.9

(0.547)

0.00534

(0.00337)

3

(0.338)

32.qhprv 0.00475

(0.00618)

-2.3

(0.531)

0.00475

(0.00722)

-4

(0.3)

0.00475

(0.00733)

-4.2

(0.28)

0.00534

(0.00243)

3.3

(0.133)

0.00534

(0.0041)

1.4

(0.562)

0.00534

(0.00346)

2.1

(0.363)

33.qhprv 0.00428

(0.00333)

0.9

(0.617)

0.00428

(0.0036)

0.6

(0.725)

0.00428

(0.00331)

0.9

(0.609)

0.00437

(0.00388)

0.9

(0.808)

0.00437

(0.00382)

1

(0.785)

0.00437

(0.00384)

1

(0.791)

34.qhprv 0.00143

(0.00095)

0.7

(0.655)

0.00143

(0.00167)

-0.4

(0.838)

0.00143

(0.00145)

0

(0.987)

0.00146

(0.00097)

1.3

(0.655)

0.00146

(0.00092)

1.5

(0.615)

0.00146

(0.00104)

1.1

(0.704)

35.qhprv 0.03802

(0.04087)

-1.7

(0.635)

0.03802

(0.04341)

-3.1

(0.377)

0.03802

(0.04158)

-2.1

(0.555)

0.03008

(0.03105)

-0.6

(0.856)

0.03008

(0.02779)

1.5

(0.661)

0.03008

(0.02793)

1.4

(0.68)

36.qhprv 0.03137

(0.0461)

-9.6

(0.013)

0.03137

(0.0401)

-5.7

(0.127)

0.03137

(0.04001)

-5.6

(0.131)

0.03202

(0.03348)

-0.8

(0.793)

0.03202

(0.03529)

-1.9

(0.561)

0.03202

(0.03337)

-0.8

(0.808)

37.qhprv 0.04135

(0.04325)

-1.1

(0.759)

0.04135

(0.03934)

1.1

(0.741)

0.04135

(0.03894)

1.3

(0.691)

0.04512

(0.05628)

-6

(0.103)

0.04512

(0.04907)

-2.1

(0.549)

0.04512

(0.04987)

-2.6

(0.474)

38.qhprv 0.01759

(0.01854)

-0.9

(0.817)

0.01759

(0.0195)

-1.7

(0.646)

0.01759

(0.01894)

-1.2

(0.742)

0.01844

(0.01844)

0

(1)

0.01844

(0.02136)

-1.8

(0.502)

0.01844

(0.02034)

-1.2

(0.658)

40.qhprv 0.00333

(0.0019)

2.3

(0.365)

0.00333

(0.00364)

-0.5

(0.863)

0.00333

(0.00391)

-0.9

(0.753)

0.00388

(0.00485)

-1.8

(0.637)

0.00388

(0.00322)

1.2

(0.722)

0.00388

(0.00337)

1

(0.783)

41.qhprv 0.02044

(0.01806)

1.8

(0.575)

0.02044

(0.01678)

2.7

(0.38)

0.02044

(0.0172)

2.4

(0.44)

0.03785

(0.03057)

4.1

(0.199)

0.03785

(0.03523)

1.5

(0.655)

0.03785

(0.0337)

2.4

(0.474)

42.qhprv 0.02519

(0.02329)

1.3

(0.689)

0.02519

(0.02338)

1.2

(0.703)

0.02519

(0.02318)

1.3

(0.671)

0.01892

(0.01795)

0.8

(0.817)

0.01892

(0.01713)

1.5

(0.665)

0.01892

(0.01605)

2.4

(0.481)

43.qhprv 0.04515

(0.03707)

4.1

(0.187)

0.04515

(0.0377)

3.8

(0.225)

0.04515

(0.03855)

3.3

(0.285)

0.02523

(0.02038)

3

(0.297)

0.02523

(0.02078)

2.8

(0.341)

0.02523

(0.02036)

3

(0.295)

44.qhprv 0.00238

(0.0038)

-1.8

(0.405)

0.00238

(0.00258)

-0.3

(0.892)

0.00238

(0.00274)

-0.5

(0.813)

0.00243

(0)

5.7

(0.025)

0.00243

(0.00217)

0.6

(0.863)

0.00243

(0.00168)

1.8

(0.598)

45.qhprv 0.02234

(0.02471)

-1.5

(0.611)

0.02234

(0.02424)

-1.2

(0.683)

0.02234

(0.02319)

-0.5

(0.853)

0.0228

(0.02038)

1.7

(0.592)

0.0228

(0.02227)

0.4

(0.907)

0.0228

(0.02308)

-0.2

(0.953)

46.qhprv 0.02329

(0.01568)

5.8

(0.074)

0.02329

(0.01482)

6.5

(0.044)

0.02329

(0.01495)

6.4

(0.048)

0.02717

(0.02717)

0

(1)

0.02717

(0.02741)

-0.2

(0.962)

0.02717

(0.02561)

1

(0.754)

47.qhprv 0.01473

(0.01759)

-2.5

(0.463)

0.01473

(0.01749)

-2.4

(0.477)

0.01473

(0.01737)

-2.3

(0.497)

0.01504

(0.01795)

-2.1

(0.463)

0.01504

(0.01592)

-0.6

(0.819)

0.01504

(0.01534)

-0.2

(0.938)

48.qhprv 0.02091

(0.01949)

1.1

(0.742)

0.02091

(0.01968)

1

(0.777)

0.02091

(0.02083)

0.1

(0.985)

0.02086

(0.02863)

-6.7

(0.109)

0.02086

(0.02701)

-5.3

(0.197)

0.02086

(0.02753)

-5.7

(0.164)

49.qhprv 0.00618

(0.00998)

-3.6

(0.168)

0.00618

(0.00724)

-1

(0.673)

0.00618

(0.00716)

-0.9

(0.695)

0.00582

(0.00873)

-4.6

(0.272)

0.00582

(0.00664)

-1.3

(0.738)

0.00582

(0.0066)

-1.2

(0.751)

50.qhprv 0.00333

(0.0019)

2.1

(0.365)

0.00333

(0.00241)

1.3

(0.579)

0.00333

(0.00252)

1.2

(0.629)

0.00243

(0.00485)

-4.8

(0.196)

0.00243

(0.00348)

-2.1

(0.531)

0.00243

(0.00444)

-4

(0.27)

51.qhprv 0.01283

(0.01283)

0

(1)

0.01283

(0.01325)

-0.4

(0.906)

0.01283

(0.01381)

-1

(0.781)

0.01456

(0.01456)

0

(1)

0.01456

(0.01346)

1.1

(0.764)

0.01456

(0.01364)

0.9

(0.804)

52.qhprv 0.0366

(0.03137)

3.2

(0.349)

0.0366

(0.03493)

1

(0.772)

0.0366

(0.03363)

1.8

(0.601)

0.03396

(0.02572)

5.5

(0.12)

0.03396

(0.02875)

3.5

(0.337)

0.03396

(0.02717)

4.5

(0.205)

53.qhprv 0.0423

(0.0442)

-1.1

(0.762)

0.0423

(0.04154)

0.5

(0.902)

0.0423

(0.04249)

-0.1

(0.976)

0.04949

(0.05337)

-2.1

(0.573)

0.04949

(0.05248)

-1.6

(0.663)

0.04949

(0.05341)

-2.1

(0.569)

54.qhprv 0.00095

(0.00048)

0.6

(0.564)

0.00095

(0.00143)

-0.6

(0.65)

0.00095

(0.00103)

-0.1

(0.932)

0.00097

(0)

3.1

(0.157)

0.00097

(0.00065)

1

(0.72)

0.00097

(0.00038)

1.9

(0.469)

55.qhprv 0.01236

(0.00998)

1.4

(0.463)

0.01236

(0.01512)

-1.6

(0.441)

0.01236

(0.01517)

-1.7

(0.434)

0.01262

(0.01213)

0.5

(0.888)

0.01262

(0.0109)

1.8

(0.609)

0.01262

(0.01212)

0.5

(0.885)

56.qhprv 0.01236

(0.01996)

-7.2

(0.05)

0.01236

(0.01578)

-3.3

(0.346)

0.01236

(0.0168)

-4.2

(0.229)

0.01262

(0.01795)

-4.5

(0.163)

0.01262

(0.01682)

-3.6

(0.262)

0.01262

(0.01757)

-4.2

(0.193)

57.qhprv 0.00285

(0.00428)

-1.6

(0.438)

0.00285

(0.00296)

-0.1

(0.948)

0.00285

(0.00343)

-0.6

(0.739)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

58.qhprv 0.0019

(0.00428)

-4.7

(0.165)

0.0019

(0.0024)

-1

(0.728)

0.0019

(0.00262)

-1.4

(0.626)

0.00194

(0)

5.2

(0.045)

0.00194

(0.00092)

2.7

(0.386)

0.00194

(0.00105)

2.4

(0.46)

59.qhprv 0.00903

(0.01046)

-1.6

(0.638)

0.00903

(0.00895)

0.1

(0.979)

0.00903

(0.00906)

0

(0.991)

0.01601

(0.01747)

-1.4

(0.716)

0.01601

(0.01348)

2.4

(0.5)

0.01601

(0.01497)

1

(0.786)

60.qhprv 0.01521

(0.01663)

-1.3

(0.712)

0.01521

(0.01647)

-1.2

(0.743)

0.01521

(0.01655)

-1.3

(0.727)

0.02135

(0.01747)

2.5

(0.367)

0.02135

(0.0204)

0.6

(0.832)

0.02135

(0.0205)

0.6

(0.849)

61.qhprv 0.00238

(0.00333)

-2.1

(0.563)

0.00238

(0.00195)

0.9

(0.766)

0.00238

(0.00201)

0.8

(0.799)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

62.qhprv 0.02329

(0.01901)

3.5

(0.335)

0.02329

(0.02091)

2

(0.599)

0.02329

(0.02101)

1.9

(0.616)

0.02523

(0.03154)

-4.2

(0.223)

0.02523

(0.02542)

-0.1

(0.969)

0.02523

(0.02683)

-1.1

(0.746)

63.qhprv 0.01331

(0.01901)

-4.9

(0.142)

0.01331

(0.01379)

-0.4

(0.893)

0.01331

(0.01413)

-0.7

(0.818)

0.01359

(0.01213)

1.1

(0.678)

0.01359

(0.01224)

1.1

(0.701)

0.01359

(0.01191)

1.3

(0.632)

64.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

65.qhprv 0.01949

(0.02186)

-2

(0.588)

0.01949

(0.01538)

3.5

(0.309)

0.01949

(0.01642)

2.6

(0.454)

0.01844

(0.01892)

-0.4

(0.908)

0.01844

(0.01805)

0.3

(0.926)

0.01844

(0.01847)

0

(0.995)

66.qhprv 0.00285

(0.00095)

3.6

(0.157)

0.00285

(0.00214)

1.4

(0.643)

0.00285

(0.00133)

2.9

(0.28)

0.00582

(0.00243)

2.1

(0.089)

0.00582

(0.00437)

0.9

(0.511)

0.00582

(0.00338)

1.5

(0.246)

67.qhprv 0.02471

(0.01901)

4.3

(0.206)

0.02471

(0.01962)

3.9

(0.262)

0.02471

(0.01909)

4.3

(0.213)

0.02717

(0.02523)

1.3

(0.697)

0.02717

(0.02522)

1.3

(0.696)

0.02717

(0.02541)

1.2

(0.724)

68.qhprv 0.03279

(0.03232)

0.3

(0.931)

0.03279

(0.03794)

-3.3

(0.366)

0.03279

(0.03712)

-2.8

(0.445)

0.03154

(0.03057)

0.6

(0.858)

0.03154

(0.03264)

-0.7

(0.841)

0.03154

(0.03315)

-1.1

(0.77)

69.qhprv 0.00048

(0)

0.4

(0.317)

0.00048

(0.00043)

0

(0.947)

0.00048

(0.00048)

0

(0.989)

0.00049

(0.00049)

0

(1)

0.00049

(0.00047)

0

(0.985)

0.00049

(0.00059)

-0.4

(0.882)

70.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

71.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

72.qhprv 0.02281

(0.01616)

5.5

(0.119)

0.02281

(0.01728)

4.6

(0.2)

0.02281

(0.0171)

4.7

(0.185)

0.02572

(0.02232)

1.9

(0.477)

0.02572

(0.02503)

0.4

(0.888)

0.02572

(0.02438)

0.7

(0.784)

73.qhprv 0.03137

(0.03517)

-2.5

(0.492)

0.03137

(0.03281)

-0.9

(0.791)

0.03137

(0.03335)

-1.3

(0.716)

0.03493

(0.03833)

-1.6

(0.562)

0.03493

(0.03703)

-1

(0.718)

0.03493

(0.03883)

-1.9

(0.508)

74.qhprv 0.00285

(0.00475)

-3.1

(0.317)

0.00285

(0.00312)

-0.4

(0.873)

0.00285

(0.00308)

-0.4

(0.893)

0.00291

(0.00243)

0.5

(0.763)

0.00291

(0.00341)

-0.5

(0.776)

0.00291

(0.00374)

-0.8

(0.646)

75.qhprv 0.01046

(0.01141)

-1

(0.767)

0.01046

(0.00989)

0.6

(0.854)

0.01046

(0.0098)

0.7

(0.832)

0.01067

(0.00873)

1.5

(0.525)

0.01067

(0.01159)

-0.7

(0.778)

0.01067

(0.01063)

0

(0.988)

76.qhprv 0.0019

(0.0019)

0

(1)

0.0019

(0.00218)

-0.2

(0.842)

0.0019

(0.00215)

-0.2

(0.859)

0.00194

(0.00097)

1.1

(0.414)

0.00194

(0.00188)

0.1

(0.965)

0.00194

(0.00183)

0.1

(0.936)

77.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

78.qhprv 0.00333

(0.00238)

1.4

(0.563)

0.00333

(0.00364)

-0.5

(0.863)

0.00333

(0.0033)

0

(0.988)

0.0034

(0.00146)

3.8

(0.205)

0.0034

(0.00235)

2.1

(0.532)

0.0034

(0.00216)

2.4

(0.45)

79.qhprv 0.00333

(0.00285)

0.7

(0.781)

0.00333

(0.00339)

-0.1

(0.972)

0.00333

(0.00292)

0.6

(0.811)

0.00097

(0.0034)

-5.9

(0.095)

0.00097

(0.00259)

-3.9

(0.218)

0.00097

(0.00311)

-5.2

(0.128)

80.qhprv 0.00951

(0.00713)

2.9

(0.396)

0.00951

(0.00769)

2.2

(0.524)

0.00951

(0.00812)

1.7

(0.632)

0.0097

(0.01116)

-1.3

(0.646)

0.0097

(0.00877)

0.8

(0.754)

0.0097

(0.00945)

0.2

(0.934)

81.qhprv 0.0057

(0.0057)

0

(1)

0.0057

(0.00434)

2

(0.531)

0.0057

(0.0054)

0.4

(0.894)

0.00728

(0.00776)

-0.6

(0.857)

0.00728

(0.00749)

-0.3

(0.936)

0.00728

(0.00746)

-0.2

(0.947)

82.qhprv 0.0038

(0.0057)

-3

(0.37)

0.0038

(0.00548)

-2.7

(0.424)

0.0038

(0.00559)

-2.9

(0.396)

0.00388

(0.00291)

0.9

(0.592)

0.00388

(0.00365)

0.2

(0.902)

0.00388

(0.00374)

0.1

(0.942)

83.qhprv 0.01141

(0.00998)

1.7

(0.653)

0.01141

(0.01007)

1.6

(0.675)

0.01141

(0.01028)

1.3

(0.725)

0.0131

(0.01892)

-4.3

(0.137)

0.0131

(0.01537)

-1.7

(0.539)

0.0131

(0.01583)

-2

(0.463)

97.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

98.qhprv 0.00048

(0)

1.9

(0.317)

0.00048

(0.00078)

-1.2

(0.692)

0.00048

(0.00087)

-1.5

(0.624)

0.00049

(0)

0.6

(0.317)

0.00049

(0.0004)

0.1

(0.899)

0.00049

(0.00045)

0

(0.959)

hinsurA 0.04538

(0.16378)

-29.5

(0)

0.04538

(0.16378)

-29.5

(0)

0.04538

(0.16378)

-29.5

(0)

0.04571

(0.29672)

-56

(0)

0.04571

(0.29672)

-56

(0)

0.04571

(0.29672)

-56

(0)

hinsurB 0.08115

(0.2172)

-19.2

(0)

0.08115

(0.2172)

-19.2

(0)

0.08115

(0.2172)

-19.2

(0)

0.08176

(0.98257)

-62.5

(0)

0.08176

(0.98257)

-62.5

(0)

0.08176

(0.98257)

-62.5

(0)

hinsurE 0.00218

(0.0037)

-2.2

(0.414)

0.00218

(0.0037)

-2.2

(0.414)

0.00218

(0.0037)

-2.2

(0.414)

0.0022

(0.01499)

-7.2

(0.015)

0.0022

(0.01499)

-7.2

(0.015)

0.0022

(0.01499)

-7.2

(0.015)

hinsurF 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hinsurG 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hinsurH 0.05672

(0.23921)

-35.8

(0)

0.05672

(0.23921)

-35.8

(0)

0.05672

(0.23921)

-35.8

(0)

0.05714

(0.17434)

-26

(0)

0.05714

(0.17434)

-26

(0)

0.05714

(0.17434)

-26

(0)

hinsurI 0.00698

(0.0294)

-13.5

(0)

0.00698

(0.0294)

-13.5

(0)

0.00698

(0.0294)

-13.5

(0)

0.00703

(0.01569)

-7

(0.016)

0.00703

(0.01569)

-7

(0.016)

0.00703

(0.01569)

-7

(0.016)

hinsurJ 0.00305

(0.00756)

-5

(0.069)

0.00305

(0.00756)

-5

(0.069)

0.00305

(0.00756)

-5

(0.069)

0.00308

(0.01151)

-8.1

(0.005)

0.00308

(0.01151)

-8.1

(0.005)

0.00308

(0.01151)

-8.1

(0.005)

hinsurX 0.02618

(0.03914)

-3.5

(0.148)

0.02618

(0.03914)

-3.5

(0.148)

0.02618

(0.03914)

-3.5

(0.148)

0.02637

(0.04324)

-4

(0.157)

0.02637

(0.04324)

-4

(0.157)

0.02637

(0.04324)

-4

(0.157)

electricity 0.59468

(0.80262)

-46.5

(0)

0.59468

(0.80262)

-46.5

(0)

0.59468

(0.80262)

-46.5

(0)

0.59604

(0.63145)

-7.3

(0.01)

0.59604

(0.63145)

-7.3

(0.01)

0.59604

(0.63145)

-7.3

(0.01)

radio 0.35384

(0.48345)

-26.5

(0)

0.35384

(0.48345)

-26.5

(0)

0.35384

(0.48345)

-26.5

(0)

0.35385

(0.35565)

-0.4

(0.893)

0.35385

(0.35565)

-0.4

(0.893)

0.35385

(0.35565)

-0.4

(0.893)

aircon 0.00436

(0.02822)

-18.9

(0)

0.00436

(0.02822)

-18.9

(0)

0.00436

(0.02822)

-18.9

(0)

0.0044

(0.0122)

-8.6

(0.003)

0.0044

(0.0122)

-8.6

(0.003)

0.0044

(0.0122)

-8.6

(0.003)

tv 0.36955

(0.62019)

-51.8

(0)

0.36955

(0.62019)

-51.8

(0)

0.36955

(0.62019)

-51.8

(0)

0.37011

(0.40621)

-7.4

(0.008)

0.37011

(0.40621)

-7.4

(0.008)

0.37011

(0.40621)

-7.4

(0.008)

phone 0.01047

(0.02789)

-12.7

(0)

0.01047

(0.02789)

-12.7

(0)

0.01047

(0.02789)

-12.7

(0)

0.01055

(0.0129)

-2.2

(0.439)

0.01055

(0.0129)

-2.2

(0.439)

0.01055

(0.0129)

-2.2

(0.439)

cellphone 0.52094

(0.69612)

-36.5

(0)

0.52094

(0.69612)

-36.5

(0)

0.52094

(0.69612)

-36.5

(0)

0.52088

(0.53801)

-3.4

(0.222)

0.52088

(0.53801)

-3.4

(0.222)

0.52088

(0.53801)

-3.4

(0.222)

washmach 0.04407

(0.15034)

-36.5

(0)

0.04407

(0.15034)

-36.5

(0)

0.04407

(0.15034)

-36.5

(0)

0.04396

(0.06032)

-7.4

(0.009)

0.04396

(0.06032)

-7.4

(0.009)

0.04396

(0.06032)

-7.4

(0.009)

ref 0.07024

(0.22039)

-43.6

(0)

0.07024

(0.22039)

-43.6

(0)

0.07024

(0.22039)

-43.6

(0)

0.07033

(0.08717)

-6.3

(0.027)

0.07033

(0.08717)

-6.3

(0.027)

0.07033

(0.08717)

-6.3

(0.027)

cdvcddvd 0.23168

(0.37964)

-32.5

(0)

0.23168

(0.37964)

-32.5

(0)

0.23168

(0.37964)

-32.5

(0)

0.23121

(0.23849)

-1.7

(0.541)

0.23121

(0.23849)

-1.7

(0.541)

0.23121

(0.23849)

-1.7

(0.541)

component 0.05628

(0.13808)

-27.9

(0)

0.05628

(0.13808)

-27.9

(0)

0.05628

(0.13808)

-27.9

(0)

0.05626

(0.07671)

-8.2

(0.004)

0.05626

(0.07671)

-8.2

(0.004)

0.05626

(0.07671)

-8.2

(0.004)

pc 0.00742

(0.05308)

-26.9

(0)

0.00742

(0.05308)

-26.9

(0)

0.00742

(0.05308)

-26.9

(0)

0.00747

(0.02092)

-11.4

(0)

0.00747

(0.02092)

-11.4

(0)

0.00747

(0.02092)

-11.4

(0)

stove 0.01396

(0.05997)

-24.6

(0)

0.01396

(0.05997)

-24.6

(0)

0.01396

(0.05997)

-24.6

(0)

0.01407

(0.03033)

-11.1

(0)

0.01407

(0.03033)

-11.1

(0)

0.01407

(0.03033)

-11.1

(0)

tractor 0.00873

(0.01814)

-8.2

(0.002)

0.00873

(0.01814)

-8.2

(0.002)

0.00873

(0.01814)

-8.2

(0.002)

0.00879

(0.00872)

0.1

(0.977)

0.00879

(0.00872)

0.1

(0.977)

0.00879

(0.00872)

0.1

(0.977)

motorboat 0.06501

(0.03628)

13.1

(0)

0.06501

(0.03628)

13.1

(0)

0.06501

(0.03628)

13.1

(0)

0.06505

(0.0666)

-0.6

(0.825)

0.06505

(0.0666)

-0.6

(0.825)

0.06505

(0.0666)

-0.6

(0.825)

car 0.00349

(0.02453)

-18

(0)

0.00349

(0.02453)

-18

(0)

0.00349

(0.02453)

-18

(0)

0.00352

(0.01046)

-8.3

(0.004)

0.00352

(0.01046)

-8.3

(0.004)

0.00352

(0.01046)

-8.3

(0.004)

motor 0.10122

(0.20679)

-29.6

(0)

0.10122

(0.20679)

-29.6

(0)

0.10122

(0.20679)

-29.6

(0)

0.10022

(0.1189)

-6

(0.034)

0.10022

(0.1189)

-6

(0.034)

0.10022

(0.1189)

-6

(0.034)

bike 0.10079

(0.17017)

-20.4

(0)

0.10079

(0.17017)

-20.4

(0)

0.10079

(0.17017)

-20.4

(0)

0.10066

(0.10146)

-0.3

(0.924)

0.10066

(0.10146)

-0.3

(0.924)

0.10066

(0.10146)

-0.3

(0.924)

head_age 43.745

(48.911)

-40.1

(0)

43.745

(48.911)

-40.1

(0)

43.745

(48.911)

-40.1

(0)

43.732

(43.816)

-0.7

(0.802)

43.732

(43.816)

-0.7

(0.802)

43.732

(43.816)

-0.7

(0.802)

headage_sqr 2051.7

(2585.6)

-41.2

(0)

2051.7

(2585.6)

-41.2

(0)

2051.7

(2585.6)

-41.2

(0)

2050.5

(2065.1)

-1.3

(0.65)

2050.5

(2065.1)

-1.3

(0.65)

2050.5

(2065.1)

-1.3

(0.65)

head_male 0.92932

(0.84562)

26.7

(0)

0.92932

(0.84562)

26.7

(0)

0.92932

(0.84562)

26.7

(0)

0.92879

(0.92155)

2.8

(0.328)

0.92879

(0.92155)

2.8

(0.328)

0.92879

(0.92155)

2.8

(0.328)

2.head_hgc 0.38743

(0.26776)

25.7

(0)

0.38743

(0.26776)

25.7

(0)

0.38743

(0.26776)

25.7

(0)

0.38725

(0.34379)

9

(0.001)

0.38725

(0.34379)

9

(0.001)

0.38725

(0.34379)

9

(0.001)

3.head_hgc 0.23124

(0.21216)

4.6

(0.06)

0.23124

(0.21216)

4.6

(0.06)

0.23124

(0.21216)

4.6

(0.06)

0.23121

(0.2099)

5.1

(0.067)

0.23121

(0.2099)

5.1

(0.067)

0.23121

(0.2099)

5.1

(0.067)

4.head_hgc 0.15052

(0.1448)

1.6

(0.51)

0.15052

(0.1448)

1.6

(0.51)

0.15052

(0.1448)

1.6

(0.51)

0.15077

(0.12936)

6.2

(0.027)

0.15077

(0.12936)

6.2

(0.027)

0.15077

(0.12936)

6.2

(0.027)

5.head_hgc 0.13656

(0.21082)

-19.7

(0)

0.13656

(0.21082)

-19.7

(0)

0.13656

(0.21082)

-19.7

(0)

0.1367

(0.15865)

-6.2

(0.028)

0.1367

(0.15865)

-6.2

(0.028)

0.1367

(0.15865)

-6.2

(0.028)

6.head_hgc 0.03272

(0.09071)

-24.3

(0)

0.03272

(0.09071)

-24.3

(0)

0.03272

(0.09071)

-24.3

(0)

0.03297

(0.05579)

-11.1

(0)

0.03297

(0.05579)

-11.1

(0)

0.03297

(0.05579)

-11.1

(0)

7.head_hgc 0.01396

(0.04334)

-17.7

(0)

0.01396

(0.04334)

-17.7

(0)

0.01396

(0.04334)

-17.7

(0)

0.01363

(0.02476)

-8.1

(0.004)

0.01363

(0.02476)

-8.1

(0.004)

0.01363

(0.02476)

-8.1

(0.004)

hgc1 0.23429

(0.12599)

21

(0)

0.23429

(0.12599)

21

(0)

0.23429

(0.12599)

21

(0)

0.23341

(0.33752)

-14.9

(0)

0.23341

(0.33752)

-14.9

(0)

0.23341

(0.33752)

-14.9

(0)

hgc2 2.4485

(1.3697)

70.9

(0)

2.4485

(1.3697)

70.9

(0)

2.4485

(1.3697)

70.9

(0)

2.4519

(2.2706)

10.9

(0)

2.4519

(2.2706)

10.9

(0)

2.4519

(2.2706)

10.9

(0)

hgc3 0.76614

(0.62758)

15.4

(0)

0.76614

(0.62758)

15.4

(0)

0.76614

(0.62758)

15.4

(0)

0.76396

(0.70293)

6.7

(0.017)

0.76396

(0.70293)

6.7

(0.017)

0.76396

(0.70293)

6.7

(0.017)

hgc4 0.84162

(0.74013)

10.6

(0)

0.84162

(0.74013)

10.6

(0)

0.84162

(0.74013)

10.6

(0)

0.84264

(0.79742)

4.6

(0.103)

0.84264

(0.79742)

4.6

(0.103)

0.84264

(0.79742)

4.6

(0.103)

hgc5 0.5637

(0.84697)

-30.3

(0)

0.5637

(0.84697)

-30.3

(0)

0.5637

(0.84697)

-30.3

(0)

0.56308

(0.56625)

-0.4

(0.894)

0.56308

(0.56625)

-0.4

(0.894)

0.56308

(0.56625)

-0.4

(0.894)

hgc6 0.16754

(0.37998)

-34.2

(0)

0.16754

(0.37998)

-34.2

(0)

0.16754

(0.37998)

-34.2

(0)

0.16835

(0.21583)

-8.9

(0.002)

0.16835

(0.21583)

-8.9

(0.002)

0.16835

(0.21583)

-8.9

(0.002)

hgc7 0.06239

(0.19536)

-29.3

(0)

0.06239

(0.19536)

-29.3

(0)

0.06239

(0.19536)

-29.3

(0)

0.06242

(0.0931)

-8.9

(0.002)

0.06242

(0.0931)

-8.9

(0.002)

0.06242

(0.0931)

-8.9

(0.002)

qhmember 6.1366

(4.9647)

51.8

(0)

6.1366

(4.9647)

51.8

(0)

6.1366

(4.9647)

51.8

(0)

6.1398

(5.9672)

7.9

(0.005)

6.1398

(5.9672)

7.9

(0.005)

6.1398

(5.9672)

7.9

(0.005)

hhmem_age1_2 0.30148

(0.22291)

16.2

(0)

0.30148

(0.22291)

16.2

(0)

0.30148

(0.22291)

16.2

(0)

0.30154

(0.29428)

1.5

(0.602)

0.30154

(0.29428)

1.5

(0.602)

0.30154

(0.29428)

1.5

(0.602)

hhmem_age3_4 0.40096

(0.22426)

35.3

(0)

0.40096

(0.22426)

35.3

(0)

0.40096

(0.22426)

35.3

(0)

0.40132

(0.36367)

6.9

(0.014)

0.40132

(0.36367)

6.9

(0.014)

0.40132

(0.36367)

6.9

(0.014)

hhmem_age5_6 0.41798

(0.22846)

37

(0)

0.41798

(0.22846)

37

(0)

0.41798

(0.22846)

37

(0)

0.41934

(0.40167)

3.2

(0.26)

0.41934

(0.40167)

3.2

(0.26)

0.41934

(0.40167)

3.2

(0.26)

hhmem_age7_8 0.43499

(0.23585)

38.1

(0)

0.43499

(0.23585)

38.1

(0)

0.43499

(0.23585)

38.1

(0)

0.4356

(0.43375)

0.3

(0.908)

0.4356

(0.43375)

0.3

(0.908)

0.4356

(0.43375)

0.3

(0.908)

hhmem_age9_10 0.44241

(0.23854)

39

(0)

0.44241

(0.23854)

39

(0)

0.44241

(0.23854)

39

(0)

0.44352

(0.38703)

9.9

(0)

0.44352

(0.38703)

9.9

(0)

0.44352

(0.38703)

9.9

(0)

hhmem_age11_12 0.44808

(0.24509)

38.5

(0)

0.44808

(0.24509)

38.5

(0)

0.44808

(0.24509)

38.5

(0)

0.44747

(0.40481)

7.5

(0.007)

0.44747

(0.40481)

7.5

(0.007)

0.44747

(0.40481)

7.5

(0.007)

hhmem_age13_14 0.40052

(0.23316)

32.4

(0)

0.40052

(0.23316)

32.4

(0)

0.40052

(0.23316)

32.4

(0)

0.40044

(0.37413)

4.7

(0.091)

0.40044

(0.37413)

4.7

(0.091)

0.40044

(0.37413)

4.7

(0.091)

hhmem_age15_16 0.31588

(0.22762)

18

(0)

0.31588

(0.22762)

18

(0)

0.31588

(0.22762)

18

(0)

0.3156

(0.30788)

1.5

(0.594)

0.3156

(0.30788)

1.5

(0.594)

0.3156

(0.30788)

1.5

(0.594)

hhmem_age17_18 0.23997

(0.21267)

5.9

(0.015)

0.23997

(0.21267)

5.9

(0.015)

0.23997

(0.21267)

5.9

(0.015)

0.24

(0.2507)

-2.2

(0.424)

0.24

(0.2507)

-2.2

(0.424)

0.24

(0.2507)

-2.2

(0.424)

hhmem_age19_20 0.17627

(0.19049)

-3.3

(0.179)

0.17627

(0.19049)

-3.3

(0.179)

0.17627

(0.19049)

-3.3

(0.179)

0.17626

(0.17992)

-0.9

(0.757)

0.17626

(0.17992)

-0.9

(0.757)

0.17626

(0.17992)

-0.9

(0.757)

hhmem_age21_22 0.137

(0.17067)

-8.4

(0.001)

0.137

(0.17067)

-8.4

(0.001)

0.137

(0.17067)

-8.4

(0.001)

0.13758

(0.1447)

-1.9

(0.505)

0.13758

(0.1447)

-1.9

(0.505)

0.13758

(0.1447)

-1.9

(0.505)

hhmem_age23_24 0.12347

(0.14396)

-5.5

(0.029)

0.12347

(0.14396)

-5.5

(0.029)

0.12347

(0.14396)

-5.5

(0.029)

0.1244

(0.12413)

0.1

(0.979)

0.1244

(0.12413)

0.1

(0.979)

0.1244

(0.12413)

0.1

(0.979)

hhmem_age25_26 0.11867

(0.13338)

-4.1

(0.103)

0.11867

(0.13338)

-4.1

(0.103)

0.11867

(0.13338)

-4.1

(0.103)

0.11956

(0.13389)

-4

(0.157)

0.11956

(0.13389)

-4

(0.157)

0.11956

(0.13389)

-4

(0.157)

hhmem_age27_28 0.11562

(0.12918)

-3.8

(0.124)

0.11562

(0.12918)

-3.8

(0.124)

0.11562

(0.12918)

-3.8

(0.124)

0.11473

(0.14784)

-9

(0.001)

0.11473

(0.14784)

-9

(0.001)

0.11473

(0.14784)

-9

(0.001)

hhmem_age29_30 0.13307

(0.13103)

0.5

(0.823)

0.13307

(0.13103)

0.5

(0.823)

0.13307

(0.13103)

0.5

(0.823)

0.13319

(0.13494)

-0.5

(0.867)

0.13319

(0.13494)

-0.5

(0.867)

0.13319

(0.13494)

-0.5

(0.867)

hhmem_age31_32 0.14049

(0.12683)

3.6

(0.135)

0.14049

(0.12683)

3.6

(0.135)

0.14049

(0.12683)

3.6

(0.135)

0.1411

(0.13912)

0.5

(0.853)

0.1411

(0.13912)

0.5

(0.853)

0.1411

(0.13912)

0.5

(0.853)

hhmem_age33_34 0.1466

(0.11675)

8.1

(0.001)

0.1466

(0.11675)

8.1

(0.001)

0.1466

(0.11675)

8.1

(0.001)

0.14681

(0.13912)

2

(0.476)

0.14681

(0.13912)

2

(0.476)

0.14681

(0.13912)

2

(0.476)

hhmem_age35_36 0.14223

(0.11725)

6.9

(0.004)

0.14223

(0.11725)

6.9

(0.004)

0.14223

(0.11725)

6.9

(0.004)

0.14198

(0.16004)

-4.7

(0.098)

0.14198

(0.16004)

-4.7

(0.098)

0.14198

(0.16004)

-4.7

(0.098)

hhmem_age37_38 0.15838

(0.10499)

14.8

(0)

0.15838

(0.10499)

14.8

(0)

0.15838

(0.10499)

14.8

(0)

0.15868

(0.14156)

4.4

(0.114)

0.15868

(0.14156)

4.4

(0.114)

0.15868

(0.14156)

4.4

(0.114)

hhmem_age39_40 0.14703

(0.10868)

10.5

(0)

0.14703

(0.10868)

10.5

(0)

0.14703

(0.10868)

10.5

(0)

0.14769

(0.14365)

1

(0.708)

0.14769

(0.14365)

1

(0.708)

0.14769

(0.14365)

1

(0.708)

hhmem_age41_42 0.14878

(0.11843)

8.2

(0.001)

0.14878

(0.11843)

8.2

(0.001)

0.14878

(0.11843)

8.2

(0.001)

0.14901

(0.12936)

5.2

(0.063)

0.14901

(0.12936)

5.2

(0.063)

0.14901

(0.12936)

5.2

(0.063)

hhmem_age43_44 0.11082

(0.10163)

2.7

(0.262)

0.11082

(0.10163)

2.7

(0.262)

0.11082

(0.10163)

2.7

(0.262)

0.11033

(0.106)

1.3

(0.648)

0.11033

(0.106)

1.3

(0.648)

0.11033

(0.106)

1.3

(0.648)

hhmem_age45_46 0.12871

(0.10852)

5.7

(0.017)

0.12871

(0.10852)

5.7

(0.017)

0.12871

(0.10852)

5.7

(0.017)

0.12923

(0.11123)

5

(0.071)

0.12923

(0.11123)

5

(0.071)

0.12923

(0.11123)

5

(0.071)

hhmem_age47_48 0.10035

(0.10482)

-1.4

(0.581)

0.10035

(0.10482)

-1.4

(0.581)

0.10035

(0.10482)

-1.4

(0.581)

0.10066

(0.09972)

0.3

(0.917)

0.10066

(0.09972)

0.3

(0.917)

0.10066

(0.09972)

0.3

(0.917)

hhmem_age49_50 0.08682

(0.10113)

-4.7

(0.063)

0.08682

(0.10113)

-4.7

(0.063)

0.08682

(0.10113)

-4.7

(0.063)

0.08659

(0.08856)

-0.7

(0.814)

0.08659

(0.08856)

-0.7

(0.814)

0.08659

(0.08856)

-0.7

(0.814)

hhmem_age51_52 0.08202

(0.10499)

-7.2

(0.004)

0.08202

(0.10499)

-7.2

(0.004)

0.08202

(0.10499)

-7.2

(0.004)

0.08176

(0.09449)

-4.2

(0.14)

0.08176

(0.09449)

-4.2

(0.14)

0.08176

(0.09449)

-4.2

(0.14)

hhmem_age53_54 0.06414

(0.09222)

-9.7

(0)

0.06414

(0.09222)

-9.7

(0)

0.06414

(0.09222)

-9.7

(0)

0.06462

(0.06834)

-1.4

(0.619)

0.06462

(0.06834)

-1.4

(0.619)

0.06462

(0.06834)

-1.4

(0.619)

hhmem_age55_56 0.05716

(0.08903)

-11.3

(0)

0.05716

(0.08903)

-11.3

(0)

0.05716

(0.08903)

-11.3

(0)

0.05626

(0.05858)

-0.9

(0.742)

0.05626

(0.05858)

-0.9

(0.742)

0.05626

(0.05858)

-0.9

(0.742)

hhmem_age57_58 0.04014

(0.07744)

-14.9

(0)

0.04014

(0.07744)

-14.9

(0)

0.04014

(0.07744)

-14.9

(0)

0.04044

(0.04254)

-1

(0.722)

0.04044

(0.04254)

-1

(0.722)

0.04044

(0.04254)

-1

(0.722)

hhmem_age59_60 0.04101

(0.06417)

-9.9

(0)

0.04101

(0.06417)

-9.9

(0)

0.04101

(0.06417)

-9.9

(0)

0.04

(0.03975)

0.1

(0.966)

0.04

(0.03975)

0.1

(0.966)

0.04

(0.03975)

0.1

(0.966)

hhmem_age61_62 0.02792

(0.06451)

-16.6

(0)

0.02792

(0.06451)

-16.6

(0)

0.02792

(0.06451)

-16.6

(0)

0.02681

(0.03661)

-5.3

(0.061)

0.02681

(0.03661)

-5.3

(0.061)

0.02681

(0.03661)

-5.3

(0.061)

hhmem_age63_64 0.02531

(0.04401)

-9.7

(0)

0.02531

(0.04401)

-9.7

(0)

0.02531

(0.04401)

-9.7

(0)

0.02505

(0.01848)

4.3

(0.125)

0.02505

(0.01848)

4.3

(0.125)

0.02505

(0.01848)

4.3

(0.125)

hhmem_age65_66 0.02312

(0.04015)

-9.3

(0)

0.02312

(0.04015)

-9.3

(0)

0.02312

(0.04015)

-9.3

(0)

0.02286

(0.0265)

-2.2

(0.426)

0.02286

(0.0265)

-2.2

(0.426)

0.02286

(0.0265)

-2.2

(0.426)

hhmem_age67_68 0.01745

(0.03192)

-9

(0.001)

0.01745

(0.03192)

-9

(0.001)

0.01745

(0.03192)

-9

(0.001)

0.01758

(0.01813)

-0.4

(0.886)

0.01758

(0.01813)

-0.4

(0.886)

0.01758

(0.01813)

-0.4

(0.886)

hhmem_age69_70 0.01876

(0.0294)

-6.6

(0.011)

0.01876

(0.0294)

-6.6

(0.011)

0.01876

(0.0294)

-6.6

(0.011)

0.0189

(0.01953)

-0.4

(0.875)

0.0189

(0.01953)

-0.4

(0.875)

0.0189

(0.01953)

-0.4

(0.875)

hhmem_age71_72 0.01265

(0.03007)

-11.1

(0)

0.01265

(0.03007)

-11.1

(0)

0.01265

(0.03007)

-11.1

(0)

0.01275

(0.0136)

-0.7

(0.805)

0.01275

(0.0136)

-0.7

(0.805)

0.01275

(0.0136)

-0.7

(0.805)

hhmem_age73_74 0.01003

(0.02587)

-11.3

(0)

0.01003

(0.02587)

-11.3

(0)

0.01003

(0.02587)

-11.3

(0)

0.01011

(0.0129)

-2.5

(0.378)

0.01011

(0.0129)

-2.5

(0.378)

0.01011

(0.0129)

-2.5

(0.378)

hhmem_age75_76 0.01222

(0.02184)

-7.1

(0.006)

0.01222

(0.02184)

-7.1

(0.006)

0.01222

(0.02184)

-7.1

(0.006)

0.01231

(0.0129)

-0.5

(0.856)

0.01231

(0.0129)

-0.5

(0.856)

0.01231

(0.0129)

-0.5

(0.856)

hhmem_age77_78 0.01003

(0.01831)

-6.7

(0.01)

0.01003

(0.01831)

-6.7

(0.01)

0.01003

(0.01831)

-6.7

(0.01)

0.01011

(0.00872)

1.4

(0.613)

0.01011

(0.00872)

1.4

(0.613)

0.01011

(0.00872)

1.4

(0.613)

hhmem_age79_80 0.0096

(0.01075)

-1.1

(0.652)

0.0096

(0.01075)

-1.1

(0.652)

0.0096

(0.01075)

-1.1

(0.652)

0.00967

(0.00907)

0.6

(0.826)

0.00967

(0.00907)

0.6

(0.826)

0.00967

(0.00907)

0.6

(0.826)

hhmem_age81_82 0.00305

(0.0089)

-7.5

(0.006)

0.00305

(0.0089)

-7.5

(0.006)

0.00305

(0.0089)

-7.5

(0.006)

0.00308

(0.00488)

-2.9

(0.314)

0.00308

(0.00488)

-2.9

(0.314)

0.00308

(0.00488)

-2.9

(0.314)

hhmem_age83_84 0.00567

(0.00722)

-1.9

(0.442)

0.00567

(0.00722)

-1.9

(0.442)

0.00567

(0.00722)

-1.9

(0.442)

0.00571

(0.00209)

5.8

(0.033)

0.00571

(0.00209)

5.8

(0.033)

0.00571

(0.00209)

5.8

(0.033)

hhmem_age85_86 0.00218

(0.00605)

-5.9

(0.029)

0.00218

(0.00605)

-5.9

(0.029)

0.00218

(0.00605)

-5.9

(0.029)

0.0022

(0.00174)

1

(0.713)

0.0022

(0.00174)

1

(0.713)

0.0022

(0.00174)

1

(0.713)

hhmem_age87_88 0.00044

(0.0042)

-7.8

(0.006)

0.00044

(0.0042)

-7.8

(0.006)

0.00044

(0.0042)

-7.8

(0.006)

0.00044

(0.0007)

-1.1

(0.704)

0.00044

(0.0007)

-1.1

(0.704)

0.00044

(0.0007)

-1.1

(0.704)

hhmem_age89_90 0.00087

(0.00218)

-3.4

(0.211)

0.00087

(0.00218)

-3.4

(0.211)

0.00087

(0.00218)

-3.4

(0.211)

0.00088

(0.00174)

-2.4

(0.404)

0.00088

(0.00174)

-2.4

(0.404)

0.00088

(0.00174)

-2.4

(0.404)

hhmem_age91_92 0.00044

(0.00185)

-4.2

(0.132)

0.00044

(0.00185)

-4.2

(0.132)

0.00044

(0.00185)

-4.2

(0.132)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age93_94 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age95_96 0.00087

(0.00084)

0.1

(0.964)

0.00087

(0.00084)

0.1

(0.964)

0.00087

(0.00084)

0.1

(0.964)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

hhmem_age97_98 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

1.qhurb 0.15271

(0.31698)

-39.5

(0)

0.15271

(0.31698)

-39.5

(0)

0.15271

(0.31698)

-39.5

(0)

0.15341

(0.23396)

-20.5

(0)

0.15341

(0.23396)

-20.5

(0)

0.15341

(0.23396)

-20.5

(0)

1.qhprv 0.01309

(0.00823)

4.7

(0.043)

0.01309

(0.00823)

4.7

(0.043)

0.01309

(0.00823)

4.7

(0.043)

0.01275

(0.00314)

10.8

(0)

0.01275

(0.00314)

10.8

(0)

0.01275

(0.00314)

10.8

(0)

2.qhprv 0.01832

(0.01125)

5.9

(0.012)

0.01832

(0.01125)

5.9

(0.012)

0.01832

(0.01125)

5.9

(0.012)

0.01846

(0.01778)

0.5

(0.856)

0.01846

(0.01778)

0.5

(0.856)

0.01846

(0.01778)

0.5

(0.856)

3.qhprv 0.03054

(0.01646)

9.3

(0)

0.03054

(0.01646)

9.3

(0)

0.03054

(0.01646)

9.3

(0)

0.03077

(0.02406)

4.1

(0.141)

0.03077

(0.02406)

4.1

(0.141)

0.03077

(0.02406)

4.1

(0.141)

4.qhprv 0.01047

(0.01226)

-1.7

(0.499)

0.01047

(0.01226)

-1.7

(0.499)

0.01047

(0.01226)

-1.7

(0.499)

0.01055

(0.00174)

11.3

(0)

0.01055

(0.00174)

11.3

(0)

0.01055

(0.00174)

11.3

(0)

5.qhprv 0.00611

(0.0425)

-23.8

(0)

0.00611

(0.0425)

-23.8

(0)

0.00611

(0.0425)

-23.8

(0)

0.00615

(0.00279)

5

(0.066)

0.00615

(0.00279)

5

(0.066)

0.00615

(0.00279)

5

(0.066)

6.qhprv 0.01134

(0.00756)

3.9

(0.096)

0.01134

(0.00756)

3.9

(0.096)

0.01134

(0.00756)

3.9

(0.096)

0.01143

(0.00593)

5.9

(0.031)

0.01143

(0.00593)

5.9

(0.031)

0.01143

(0.00593)

5.9

(0.031)

7.qhprv 0.00698

(0.00151)

8.4

(0)

0.00698

(0.00151)

8.4

(0)

0.00698

(0.00151)

8.4

(0)

0.00703

(0.00558)

1.8

(0.51)

0.00703

(0.00558)

1.8

(0.51)

0.00703

(0.00558)

1.8

(0.51)

8.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

9.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

10.qhprv 0.0096

(0.01949)

-8.3

(0.002)

0.0096

(0.01949)

-8.3

(0.002)

0.0096

(0.01949)

-8.3

(0.002)

0.00967

(0.00941)

0.3

(0.925)

0.00967

(0.00941)

0.3

(0.925)

0.00967

(0.00941)

0.3

(0.925)

11.qhprv 0.00349

(0.01058)

-8.5

(0.002)

0.00349

(0.01058)

-8.5

(0.002)

0.00349

(0.01058)

-8.5

(0.002)

0.00352

(0.00349)

0.1

(0.986)

0.00352

(0.00349)

0.1

(0.986)

0.00352

(0.00349)

0.1

(0.986)

12.qhprv 0.01134

(0.01814)

-5.6

(0.029)

0.01134

(0.01814)

-5.6

(0.029)

0.01134

(0.01814)

-5.6

(0.029)

0.01143

(0.00488)

7.3

(0.008)

0.01143

(0.00488)

7.3

(0.008)

0.01143

(0.00488)

7.3

(0.008)

13.qhprv 0.03403

(0.04149)

-3.9

(0.119)

0.03403

(0.04149)

-3.9

(0.119)

0.03403

(0.04149)

-3.9

(0.119)

0.03429

(0.00418)

22

(0)

0.03429

(0.00418)

22

(0)

0.03429

(0.00418)

22

(0)

14.qhprv 0.00044

(0.01041)

-13.6

(0)

0.00044

(0.01041)

-13.6

(0)

0.00044

(0.01041)

-13.6

(0)

0.00044

(0.00139)

-3.2

(0.275)

0.00044

(0.00139)

-3.2

(0.275)

0.00044

(0.00139)

-3.2

(0.275)

15.qhprv 0.00742

(0.01865)

-9.9

(0)

0.00742

(0.01865)

-9.9

(0)

0.00742

(0.01865)

-9.9

(0)

0.00747

(0.00384)

4.9

(0.078)

0.00747

(0.00384)

4.9

(0.078)

0.00747

(0.00384)

4.9

(0.078)

16.qhprv 0.01745

(0.00706)

9.5

(0)

0.01745

(0.00706)

9.5

(0)

0.01745

(0.00706)

9.5

(0)

0.01758

(0.00593)

10.8

(0)

0.01758

(0.00593)

10.8

(0)

0.01758

(0.00593)

10.8

(0)

17.qhprv 0.02356

(0.00958)

11

(0)

0.02356

(0.00958)

11

(0)

0.02356

(0.00958)

11

(0)

0.02374

(0.02894)

-3.2

(0.25)

0.02374

(0.02894)

-3.2

(0.25)

0.02374

(0.02894)

-3.2

(0.25)

18.qhprv 0.00131

(0.00538)

-7

(0.011)

0.00131

(0.00538)

-7

(0.011)

0.00131

(0.00538)

-7

(0.011)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

19.qhprv 0.00611

(0.01529)

-8.9

(0.001)

0.00611

(0.01529)

-8.9

(0.001)

0.00611

(0.01529)

-8.9

(0.001)

0.00615

(0.00418)

2.7

(0.323)

0.00615

(0.00418)

2.7

(0.323)

0.00615

(0.00418)

2.7

(0.323)

20.qhprv 0.00131

(0.00958)

-11.3

(0)

0.00131

(0.00958)

-11.3

(0)

0.00131

(0.00958)

-11.3

(0)

0.00132

(0.0007)

2

(0.478)

0.00132

(0.0007)

2

(0.478)

0.00132

(0.0007)

2

(0.478)

21.qhprv 0.00305

(0.00386)

-1.4

(0.584)

0.00305

(0.00386)

-1.4

(0.584)

0.00305

(0.00386)

-1.4

(0.584)

0.00308

(0.0007)

5.5

(0.043)

0.00308

(0.0007)

5.5

(0.043)

0.00308

(0.0007)

5.5

(0.043)

22.qhprv 0.00916

(0.01058)

-1.4

(0.565)

0.00916

(0.01058)

-1.4

(0.565)

0.00916

(0.01058)

-1.4

(0.565)

0.00923

(0.02441)

-11.8

(0)

0.00923

(0.02441)

-11.8

(0)

0.00923

(0.02441)

-11.8

(0)

23.qhprv 0.00262

(0.00521)

-4.1

(0.115)

0.00262

(0.00521)

-4.1

(0.115)

0.00262

(0.00521)

-4.1

(0.115)

0.00264

(0.01046)

-9.7

(0.001)

0.00264

(0.01046)

-9.7

(0.001)

0.00264

(0.01046)

-9.7

(0.001)

24.qhprv 0.00567

(0.00605)

-0.5

(0.843)

0.00567

(0.00605)

-0.5

(0.843)

0.00567

(0.00605)

-0.5

(0.843)

0.00571

(0.03905)

-22.7

(0)

0.00571

(0.03905)

-22.7

(0)

0.00571

(0.03905)

-22.7

(0)

25.qhprv 0.01178

(0.00403)

8.8

(0)

0.01178

(0.00403)

8.8

(0)

0.01178

(0.00403)

8.8

(0)

0.01187

(0.01604)

-3.6

(0.209)

0.01187

(0.01604)

-3.6

(0.209)

0.01187

(0.01604)

-3.6

(0.209)

26.qhprv 0.00436

(0.00924)

-5.9

(0.025)

0.00436

(0.00924)

-5.9

(0.025)

0.00436

(0.00924)

-5.9

(0.025)

0.0044

(0.00314)

2.1

(0.46)

0.0044

(0.00314)

2.1

(0.46)

0.0044

(0.00314)

2.1

(0.46)

27.qhprv 0.00436

(0.00605)

-2.3

(0.358)

0.00436

(0.00605)

-2.3

(0.358)

0.00436

(0.00605)

-2.3

(0.358)

0.0044

(0.0007)

7.3

(0.006)

0.0044

(0.0007)

7.3

(0.006)

0.0044

(0.0007)

7.3

(0.006)

28.qhprv 0.00087

(0.01562)

-16.4

(0)

0.00087

(0.01562)

-16.4

(0)

0.00087

(0.01562)

-16.4

(0)

0.00088

(0.0007)

0.6

(0.816)

0.00088

(0.0007)

0.6

(0.816)

0.00088

(0.0007)

0.6

(0.816)

29.qhprv 0.00349

(0.01008)

-8

(0.003)

0.00349

(0.01008)

-8

(0.003)

0.00349

(0.01008)

-8

(0.003)

0.00352

(0.0007)

6.1

(0.023)

0.00352

(0.0007)

6.1

(0.023)

0.00352

(0.0007)

6.1

(0.023)

30.qhprv 0.02138

(0.02906)

-4.9

(0.054)

0.02138

(0.02906)

-4.9

(0.054)

0.02138

(0.02906)

-4.9

(0.054)

0.02154

(0.01604)

4.1

(0.146)

0.02154

(0.01604)

4.1

(0.146)

0.02154

(0.01604)

4.1

(0.146)

31.qhprv 0.00567

(0.0346)

-20.7

(0)

0.00567

(0.0346)

-20.7

(0)

0.00567

(0.0346)

-20.7

(0)

0.00571

(0.00314)

3.9

(0.16)

0.00571

(0.00314)

3.9

(0.16)

0.00571

(0.00314)

3.9

(0.16)

32.qhprv 0.0048

(0.00286)

3.1

(0.174)

0.0048

(0.00286)

3.1

(0.174)

0.0048

(0.00286)

3.1

(0.174)

0.00484

(0.01116)

-7.1

(0.013)

0.00484

(0.01116)

-7.1

(0.013)

0.00484

(0.01116)

-7.1

(0.013)

33.qhprv 0.00393

(0.01915)

-14.3

(0)

0.00393

(0.01915)

-14.3

(0)

0.00393

(0.01915)

-14.3

(0)

0.00396

(0.00209)

3.4

(0.218)

0.00396

(0.00209)

3.4

(0.218)

0.00396

(0.00209)

3.4

(0.218)

34.qhprv 0.00131

(0.00857)

-10.4

(0)

0.00131

(0.00857)

-10.4

(0)

0.00131

(0.00857)

-10.4

(0)

0.00132

(0.00139)

-0.2

(0.941)

0.00132

(0.00139)

-0.2

(0.941)

0.00132

(0.00139)

-0.2

(0.941)

35.qhprv 0.03927

(0.02217)

9.9

(0)

0.03927

(0.02217)

9.9

(0)

0.03927

(0.02217)

9.9

(0)

0.03956

(0.00976)

19.3

(0)

0.03956

(0.00976)

19.3

(0)

0.03956

(0.00976)

19.3

(0)

36.qhprv 0.02923

(0.01949)

6.3

(0.007)

0.02923

(0.01949)

6.3

(0.007)

0.02923

(0.01949)

6.3

(0.007)

0.02945

(0.03208)

-1.5

(0.589)

0.02945

(0.03208)

-1.5

(0.589)

0.02945

(0.03208)

-1.5

(0.589)

37.qhprv 0.04101

(0.02688)

7.8

(0.001)

0.04101

(0.02688)

7.8

(0.001)

0.04101

(0.02688)

7.8

(0.001)

0.04132

(0.02999)

6.1

(0.028)

0.04132

(0.02999)

6.1

(0.028)

0.04132

(0.02999)

6.1

(0.028)

38.qhprv 0.01658

(0.00806)

7.7

(0.001)

0.01658

(0.00806)

7.7

(0.001)

0.01658

(0.00806)

7.7

(0.001)

0.0167

(0.03905)

-13.6

(0)

0.0167

(0.03905)

-13.6

(0)

0.0167

(0.03905)

-13.6

(0)

40.qhprv 0.00349

(0.0042)

-1.1

(0.648)

0.00349

(0.0042)

-1.1

(0.648)

0.00349

(0.0042)

-1.1

(0.648)

0.00352

(0.00209)

2.7

(0.33)

0.00352

(0.00209)

2.7

(0.33)

0.00352

(0.00209)

2.7

(0.33)

41.qhprv 0.03403

(0.00386)

22.3

(0)

0.03403

(0.00386)

22.3

(0)

0.03403

(0.00386)

22.3

(0)

0.03429

(0.02999)

2.4

(0.384)

0.03429

(0.02999)

2.4

(0.384)

0.03429

(0.02999)

2.4

(0.384)

42.qhprv 0.024

(0.02184)

1.4

(0.553)

0.024

(0.02184)

1.4

(0.553)

0.024

(0.02184)

1.4

(0.553)

0.02418

(0.00488)

16.2

(0)

0.02418

(0.00488)

16.2

(0)

0.02418

(0.00488)

16.2

(0)

43.qhprv 0.04319

(0.03914)

2

(0.402)

0.04319

(0.03914)

2

(0.402)

0.04319

(0.03914)

2

(0.402)

0.04352

(0.00976)

21.1

(0)

0.04352

(0.00976)

21.1

(0)

0.04352

(0.00976)

21.1

(0)

44.qhprv 0.00218

(0.01058)

-10.6

(0)

0.00218

(0.01058)

-10.6

(0)

0.00218

(0.01058)

-10.6

(0)

0.0022

(0.00139)

1.9

(0.494)

0.0022

(0.00139)

1.9

(0.494)

0.0022

(0.00139)

1.9

(0.494)

45.qhprv 0.02094

(0.0336)

-7.8

(0.003)

0.02094

(0.0336)

-7.8

(0.003)

0.02094

(0.0336)

-7.8

(0.003)

0.0211

(0.01813)

2.1

(0.444)

0.0211

(0.01813)

2.1

(0.444)

0.0211

(0.01813)

2.1

(0.444)

46.qhprv 0.02531

(0.00974)

11.9

(0)

0.02531

(0.00974)

11.9

(0)

0.02531

(0.00974)

11.9

(0)

0.02462

(0.02162)

2

(0.476)

0.02462

(0.02162)

2

(0.476)

0.02462

(0.02162)

2

(0.476)

47.qhprv 0.01353

(0.01361)

-0.1

(0.977)

0.01353

(0.01361)

-0.1

(0.977)

0.01353

(0.01361)

-0.1

(0.977)

0.01363

(0.0272)

-9.6

(0.001)

0.01363

(0.0272)

-9.6

(0.001)

0.01363

(0.0272)

-9.6

(0.001)

48.qhprv 0.02094

(0.01159)

7.4

(0.001)

0.02094

(0.01159)

7.4

(0.001)

0.02094

(0.01159)

7.4

(0.001)

0.0211

(0.00628)

12.8

(0)

0.0211

(0.00628)

12.8

(0)

0.0211

(0.00628)

12.8

(0)

49.qhprv 0.00567

(0.0168)

-10.6

(0)

0.00567

(0.0168)

-10.6

(0)

0.00567

(0.0168)

-10.6

(0)

0.00571

(0.00244)

5.1

(0.061)

0.00571

(0.00244)

5.1

(0.061)

0.00571

(0.00244)

5.1

(0.061)

50.qhprv 0.00305

(0.00622)

-4.7

(0.078)

0.00305

(0.00622)

-4.7

(0.078)

0.00305

(0.00622)

-4.7

(0.078)

0.00308

(0.00209)

1.9

(0.485)

0.00308

(0.00209)

1.9

(0.485)

0.00308

(0.00209)

1.9

(0.485)

51.qhprv 0.01396

(0.00454)

9.9

(0)

0.01396

(0.00454)

9.9

(0)

0.01396

(0.00454)

9.9

(0)

0.01407

(0.00732)

6.6

(0.017)

0.01407

(0.00732)

6.6

(0.017)

0.01407

(0.00732)

6.6

(0.017)

52.qhprv 0.0349

(0.02184)

7.9

(0.001)

0.0349

(0.02184)

7.9

(0.001)

0.0349

(0.02184)

7.9

(0.001)

0.03516

(0.01185)

15.4

(0)

0.03516

(0.01185)

15.4

(0)

0.03516

(0.01185)

15.4

(0)

53.qhprv 0.04625

(0.0131)

19.6

(0)

0.04625

(0.0131)

19.6

(0)

0.04625

(0.0131)

19.6

(0)

0.04659

(0.02789)

9.9

(0)

0.04659

(0.02789)

9.9

(0)

0.04659

(0.02789)

9.9

(0)

54.qhprv 0.00087

(0.01125)

-13.4

(0)

0.00087

(0.01125)

-13.4

(0)

0.00087

(0.01125)

-13.4

(0)

0.00088

(0.00105)

-0.5

(0.849)

0.00088

(0.00105)

-0.5

(0.849)

0.00088

(0.00105)

-0.5

(0.849)

55.qhprv 0.01134

(0.04737)

-21.5

(0)

0.01134

(0.04737)

-21.5

(0)

0.01134

(0.04737)

-21.5

(0)

0.01143

(0.00662)

5.1

(0.066)

0.01143

(0.00662)

5.1

(0.066)

0.01143

(0.00662)

5.1

(0.066)

56.qhprv 0.01134

(0.01092)

0.4

(0.869)

0.01134

(0.01092)

0.4

(0.869)

0.01134

(0.01092)

0.4

(0.869)

0.01143

(0.01674)

-4.5

(0.112)

0.01143

(0.01674)

-4.5

(0.112)

0.01143

(0.01674)

-4.5

(0.112)

57.qhprv 0.00262

(0.01428)

-12.8

(0)

0.00262

(0.01428)

-12.8

(0)

0.00262

(0.01428)

-12.8

(0)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

58.qhprv 0.00175

(0.00336)

-3.2

(0.223)

0.00175

(0.00336)

-3.2

(0.223)

0.00175

(0.00336)

-3.2

(0.223)

0.00176

(0.00105)

1.9

(0.491)

0.00176

(0.00105)

1.9

(0.491)

0.00176

(0.00105)

1.9

(0.491)

59.qhprv 0.0144

(0.00185)

14

(0)

0.0144

(0.00185)

14

(0)

0.0144

(0.00185)

14

(0)

0.01451

(0.00872)

5.4

(0.051)

0.01451

(0.00872)

5.4

(0.051)

0.01451

(0.00872)

5.4

(0.051)

60.qhprv 0.0192

(0.0037)

14.6

(0)

0.0192

(0.0037)

14.6

(0)

0.0192

(0.0037)

14.6

(0)

0.01934

(0.02929)

-6.5

(0.023)

0.01934

(0.02929)

-6.5

(0.023)

0.01934

(0.02929)

-6.5

(0.023)

61.qhprv 0.00218

(0.00202)

0.4

(0.882)

0.00218

(0.00202)

0.4

(0.882)

0.00218

(0.00202)

0.4

(0.882)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

62.qhprv 0.02269

(0.00706)

12.9

(0)

0.02269

(0.00706)

12.9

(0)

0.02269

(0.00706)

12.9

(0)

0.02286

(0.02301)

-0.1

(0.971)

0.02286

(0.02301)

-0.1

(0.971)

0.02286

(0.02301)

-0.1

(0.971)

63.qhprv 0.01222

(0.01512)

-2.5

(0.32)

0.01222

(0.01512)

-2.5

(0.32)

0.01222

(0.01512)

-2.5

(0.32)

0.01231

(0.02127)

-7

(0.014)

0.01231

(0.02127)

-7

(0.014)

0.01231

(0.02127)

-7

(0.014)

64.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

65.qhprv 0.01876

(0.00857)

8.8

(0)

0.01876

(0.00857)

8.8

(0)

0.01876

(0.00857)

8.8

(0)

0.0189

(0.01081)

6.7

(0.016)

0.0189

(0.01081)

6.7

(0.016)

0.0189

(0.01081)

6.7

(0.016)

66.qhprv 0.00524

(0.00034)

9.3

(0)

0.00524

(0.00034)

9.3

(0)

0.00524

(0.00034)

9.3

(0)

0.00527

(0.04986)

-27.5

(0)

0.00527

(0.04986)

-27.5

(0)

0.00527

(0.04986)

-27.5

(0)

67.qhprv 0.02487

(0.01075)

10.7

(0)

0.02487

(0.01075)

10.7

(0)

0.02487

(0.01075)

10.7

(0)

0.02505

(0.01813)

4.8

(0.087)

0.02505

(0.01813)

4.8

(0.087)

0.02505

(0.01813)

4.8

(0.087)

68.qhprv 0.0301

(0.01982)

6.6

(0.005)

0.0301

(0.01982)

6.6

(0.005)

0.0301

(0.01982)

6.6

(0.005)

0.03033

(0.01674)

9

(0.001)

0.03033

(0.01674)

9

(0.001)

0.03033

(0.01674)

9

(0.001)

69.qhprv 0.00044

(0.02352)

-21.3

(0)

0.00044

(0.02352)

-21.3

(0)

0.00044

(0.02352)

-21.3

(0)

0.00044

(0.00105)

-2.2

(0.439)

0.00044

(0.00105)

-2.2

(0.439)

0.00044

(0.00105)

-2.2

(0.439)

70.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

71.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

72.qhprv 0.02312

(0.00638)

13.9

(0)

0.02312

(0.00638)

13.9

(0)

0.02312

(0.00638)

13.9

(0)

0.0233

(0.04393)

-11.5

(0)

0.0233

(0.04393)

-11.5

(0)

0.0233

(0.04393)

-11.5

(0)

73.qhprv 0.03141

(0.01613)

10

(0)

0.03141

(0.01613)

10

(0)

0.03141

(0.01613)

10

(0)

0.03165

(0.05893)

-13.1

(0)

0.03165

(0.05893)

-13.1

(0)

0.03165

(0.05893)

-13.1

(0)

74.qhprv 0.00262

(0.0047)

-3.5

(0.186)

0.00262

(0.0047)

-3.5

(0.186)

0.00262

(0.0047)

-3.5

(0.186)

0.00264

(0.01778)

-15.1

(0)

0.00264

(0.01778)

-15.1

(0)

0.00264

(0.01778)

-15.1

(0)

75.qhprv 0.0096

(0.00941)

0.2

(0.936)

0.0096

(0.00941)

0.2

(0.936)

0.0096

(0.00941)

0.2

(0.936)

0.00967

(0.02266)

-10.3

(0)

0.00967

(0.02266)

-10.3

(0)

0.00967

(0.02266)

-10.3

(0)

76.qhprv 0.00175

(0.03662)

-25.6

(0)

0.00175

(0.03662)

-25.6

(0)

0.00175

(0.03662)

-25.6

(0)

0.00176

(0.01325)

-13.3

(0)

0.00176

(0.01325)

-13.3

(0)

0.00176

(0.01325)

-13.3

(0)

77.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

78.qhprv 0.00305

(0.00605)

-4.4

(0.091)

0.00305

(0.00605)

-4.4

(0.091)

0.00305

(0.00605)

-4.4

(0.091)

0.00308

(0.00209)

1.9

(0.485)

0.00308

(0.00209)

1.9

(0.485)

0.00308

(0.00209)

1.9

(0.485)

79.qhprv 0.00305

(0.00504)

-3.1

(0.227)

0.00305

(0.00504)

-3.1

(0.227)

0.00305

(0.00504)

-3.1

(0.227)

0.00308

(0.00035)

6.6

(0.014)

0.00308

(0.00035)

6.6

(0.014)

0.00308

(0.00035)

6.6

(0.014)

80.qhprv 0.00873

(0.00454)

5.2

(0.024)

0.00873

(0.00454)

5.2

(0.024)

0.00873

(0.00454)

5.2

(0.024)

0.00879

(0.01813)

-8.1

(0.005)

0.00879

(0.01813)

-8.1

(0.005)

0.00879

(0.01813)

-8.1

(0.005)

81.qhprv 0.00654

(0.00302)

5.1

(0.023)

0.00654

(0.00302)

5.1

(0.023)

0.00654

(0.00302)

5.1

(0.023)

0.00659

(0.00523)

1.8

(0.524)

0.00659

(0.00523)

1.8

(0.524)

0.00659

(0.00523)

1.8

(0.524)

82.qhprv 0.00349

(0.00437)

-1.4

(0.578)

0.00349

(0.00437)

-1.4

(0.578)

0.00349

(0.00437)

-1.4

(0.578)

0.00352

(0.01883)

-14.6

(0)

0.00352

(0.01883)

-14.6

(0)

0.00352

(0.01883)

-14.6

(0)

83.qhprv 0.01178

(0.00252)

11

(0)

0.01178

(0.00252)

11

(0)

0.01178

(0.00252)

11

(0)

0.01187

(0.0251)

-9.8

(0.001)

0.01187

(0.0251)

-9.8

(0.001)

0.01187

(0.0251)

-9.8

(0.001)

97.qhprv 0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

0

(0)

.

(.)

98.qhprv 0.00044

(0.00084)

-1.6

(0.543)

0.00044

(0.00084)

-1.6

(0.543)

0.00044

(0.00084)

-1.6

(0.543)

0.00044

(0.01325)

-15.6

(0)

0.00044

(0.01325)

-15.6

(0)

0.00044

(0.01325)

-15.6

(0)

Sensitivity Test

SP SAMPLE

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Gamma sig+ sig- t-hat+ t-hat- CI+ CI- sig+ sig- t-hat+ t-hat- CI+ CI- sig+ sig- t-hat+ t-hat- CI+ CI-

1 0.000469 0.000469 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 1 -0.0625 -0.0625 -0.083333 -0.04 1 1 -0.038241 -0.038241 -0.059173 -0.011809

1.1 0.021933 2.00E-06 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.999017 -0.083333 -0.041667 -0.1 -3.30E-07 1 0.999923 -0.058388 -0.012118 -0.075472 -3.40E-07

1.2 0.20075 3.20E-09 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.928019 -0.094017 -3.30E-07 -0.105263 -3.30E-07 1 0.984311 -0.07406 -3.40E-07 -0.089201 -3.40E-07

1.3 0.595536 2.30E-12 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.484272 -0.1 -3.30E-07 -0.117647 3.30E-07 1 0.743717 -0.085711 -3.40E-07 -0.101302 -3.40E-07

1.4 0.893018 8.90E-16 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.076531 -0.1125 -3.30E-07 -0.125 0.125 1 0.23253 -0.097721 -3.40E-07 -0.110445 0.058839

1.5 0.985226 0 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.003225 -0.125 0.083333 -0.125 0.166666 1 0.021631 -0.106814 0.003745 -0.119161 0.135941

1.6 0.998862 0 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 0.000041 -0.125 0.15 -0.140909 0.2 1 0.000618 -0.115252 0.100646 -0.125502 0.178769

1.7 0.999947 0 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 1.90E-07 -0.133334 0.178571 -0.15 0.222727 1 6.20E-06 -0.121407 0.151036 -0.132508 0.208278

1.8 0.999998 0 -3.30E-07 -3.30E-07 -3.30E-07 -3.30E-07 1 3.50E-10 -0.142857 0.208333 -0.158333 0.242424 1 2.60E-08 -0.127642 0.185628 -0.139544 0.234058

1.9 1 0 -3.30E-07 -3.30E-07 -3.30E-07 3.30E-07 1 3.10E-13 -0.15 0.22619 -0.166667 0.25 1 4.90E-11 -0.13316 0.211902 -0.146229 0.251871

2 1 0 -3.30E-07 -3.30E-07 -3.30E-07 3.30E-07 1 1.10E-16 -0.158334 0.242857 -0.166667 0.257143 1 4.80E-14 -0.139663 0.234118 -0.152381 0.265843

4Ps SAMPLE

Nearest neighbor

N=1, Caliper(0.001)

Common Ties

Radius

Caliper(0.001)

Common Ties

Kernel

Biweight, bw(0.001)

Common Ties

Gamma sig+ sig- t-hat+ t-hat- CI+ CI- sig+ sig- t-hat+ t-hat- CI+ CI- sig+ sig- t-hat+ t-hat- CI+ CI-

1 0.00324 0.00324 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 1 -0.05 -0.05 -0.0625 -2.60E-07 1 1 -0.006134 -0.006134 -0.032032 -2.90E-07

1.1 0.073918 0.000031 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.999423 -0.0625 -2.60E-07 -0.083333 -2.60E-07 1 0.999902 -0.030974 -2.90E-07 -0.055978 -2.90E-07

1.2 0.38745 1.10E-07 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.954114 -0.083333 -2.60E-07 -0.090909 -2.60E-07 1 0.984651 -0.052084 -2.90E-07 -0.071099 -2.90E-07

1.3 0.782816 1.80E-10 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.598906 -0.090909 -2.60E-07 -0.1 -2.60E-07 1 0.766572 -0.066686 -2.90E-07 -0.086917 -2.90E-07

1.4 0.96175 1.50E-13 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.140464 -0.1 -2.60E-07 -0.125 -2.60E-07 1 0.274788 -0.081659 -2.90E-07 -0.098446 -2.90E-07

1.5 0.996479 1.10E-16 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.010264 -0.111111 -2.60E-07 -0.125 0.1 1 0.033359 -0.094193 -2.90E-07 -0.110549 0.04238

1.6 0.999816 0 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 0.000253 -0.125 0.035714 -0.133333 0.157143 1 0.001391 -0.103678 2.90E-07 -0.122271 0.116439

1.7 0.999994 0 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 2.40E-06 -0.125 0.125 -0.142857 0.1875 1 2.20E-05 -0.114713 0.069954 -0.132177 0.168099

1.8 1 0 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 1.00E-08 -0.138889 0.166666 -0.154762 0.214286 1 1.60E-07 -0.12489 0.131338 -0.14132 0.205242

1.9 1 0 -2.70E-07 -2.70E-07 -2.70E-07 -2.70E-07 1 2.20E-11 -0.142857 0.190476 -0.166667 0.25 1 5.60E-10 -0.132769 0.172221 -0.151424 0.232299

2 1 0 -2.70E-07 -2.70E-07 -2.70E-07 2.70E-07 1 2.60E-14 -0.154762 0.214286 -0.166667 0.25 1 1.10E-12 -0.141154 0.204985 -0.158517 0.251198