wahlu critical underwriting issues betsy sears. examone, inc. copyright 2011, all rights reserved...
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WAHLUCritical
Underwriting Issues
Betsy Sears
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Evolution of Underwriting
Earliest Mortality Tables Permit
Accurate Pricing by Age and Sex
1692 1948
Framingham Heart Study Begins
Quantification of Cardiovascular
Risk
1980s
HIV Testing Inaugurates Era of Routine Blood
Screening
Cotinine Testing Enables Credible
Non-Smoker Pools
Today
Risk IQ Offers Data
Analytics and Decision Support
Age and Sex Broadly Defined Risk Categories
Individualized Risk Assessments
2000s
Teleunderwriting, Prescription
History and Other Data Products Provide More
Detail
Confidential and Proprietary - Do not Copy or Distribute. Quest, Quest Diagnostics, ExamOne, any associated logos, and all associated Quest Diagnostics registered or unregistered trademarks are the property of Quest Diagnostics. All third party marks - ® and ™ - are the property of their respective owners. © 2011 Quest Diagnostics Incorporated. All rights reserved.
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New Tests & Trends
A1c screening Risk IQOlder Age Testing
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Diabetes
25.8 M diabetics in U.S. (9% of population)
18.8 M diagnosed 24% (7M) undiagnosed (50% 10 years ago)
1.9 M new cases 2010 79 M pre-diabetic 450,000 people die annually
http://www.cdc.gov/diabetes/faq/research.htm
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CDC Number (in Millions) of Civilian, Noninstitutionalized Persons
with Diagnosed Diabetes, United States, 1980–2010
Centers for Disease Control and Prevention 2011
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Developments in Hgb A1c American Diabetes Association: new
guidelines for diagnosing and treating diabetes January 2010
Big change: recommendation that A1c now be used to diagnose pre-diabetes and diabetes
Screen guidelines
Diabetes Care January 2010 33:S11-S61
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Hgb A1c Glucose passes freely into and out of red
blood cells and reaches equilibrium
Glucose binds to hemoglobin
Hgb A1c gives picture of average serum glucose over previous 2 to 3 months (rbcs turn over every 120 days)
Not affected by glycolysis
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Hgb A1c: Predicting Diabetic Risk
Prospective 3 year study - VAMC 1253 outpatients; age 45 – 64 4.5% (52) diabetes at baseline;
additional 73 by end of third year Baseline HbA1c and baseline body
mass index (BMI) were the only significant predictors of new onset diabetes Edelman, MK Olsen, TK Dudley, AC Harris, EZ
Journal of General Internal Medicine, 2004
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EPIC-Norfolk Study A1c “In men and women A1c concentrations predicted coronary heart,
CV disease, and total mortality…independent of and only slightly attenuated after adjustment for known risk factors”
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Hgb A1c
Guidelines suggest: A1c > 6.4% be used to diagnose diabetes (threshold for retinopathy)
Studies have shown: A1c 5.7 – 6.4% have an 88% chance of developing diabetes over next 6 years
Those with A1c > 6% should be considered at very high risk of subsequent diabetes
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A1c Testing
The past: Reflex when serum glucose, urine
glucose, fructosamine are elevated or . . .
History of Diabetes
Current: Screening – Age 40 and up
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ExamOne A1c Summary
Insurance pilot studies: 8-36% of those with: normal serum glucose, fructosamine, and
negative urine glucose have elevations of A1c 21 of top 25 volume companies are doing
some screening with A1c Through March 2012 (YTD) – 49% of all
ExamOne bloods had an A1c performed
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A1c Summary A1c screening is viable option for identifying
undiagnosed diabetics A1c associated with CV events & death We are missing significant numbers of
elevations using current reflex criteria
Glucose < 60 29% A1c > 6.1 Glucose 60 – 109 31% A1c > 6.1
Antiselection?
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What If You Could…
Reduce underwriting requirements such as APS
Reduce claims More accurately assess risk Underwrite with more confidence
Confidential and Proprietary - Do not Copy or Distribute. Quest, Quest Diagnostics, ExamOne, any associated logos, and all associated Quest Diagnostics registered or unregistered trademarks are the property of Quest Diagnostics. All third party marks - ® and ™ - are the property of their respective owners. © 2011 Quest Diagnostics Incorporated. All rights reserved.
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Risk IQ: What is it?Data analysis tool to help u/w gauge mortality riskMillions of applicant lives from 2001 to todaySS death master file utilized with results to analyze
>144 variables: Multivariate analysisPercentile ranking of the mortality risk associated
with an applicant’s specific laboratory and physical measurement profile
Each applicant is ranked relative to his or her peers–Members of the same age and gender group
Mortality runs from less than half that expected for low Risk IQs to more than 10x for Risk IQs of 99
0 99
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Contributors to Increased Risk45-Year-Old MaleNon-Smokers
63-Year-Old MaleNon-Smokers
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Risk IQ Hazard by Cause of Death
0
50
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All Applic
ants
All Dea
ths
All Cla
ims
All Nat
ural C
auses
All Acc
iden
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Suicid
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Cancer
Heart D
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Cerebro
vascu
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Respira
tory
Dis
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Moto
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e Accid
ents
Drug O
verd
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Cause of Death
Co
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Composite Hazard
All Applicants
Confidential and Proprietary - Do not Copy or Distribute. Quest, Quest Diagnostics, ExamOne, any associated logos, and all associated Quest Diagnostics registered or unregistered trademarks are the property of Quest Diagnostics. All third party marks - ® and ™ - are the property of their respective owners. © 2011 Quest Diagnostics Incorporated. All rights reserved.
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LABORATORY TESTINGfor the “mature” age group
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What is “old?”
1936 - life expectancy was 61; Social Security Administration used age 65
2008 - average life expectancy is 78.7 years
Calendar vs. biological
www.cdc.gov
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Feisty vs. Frail
There can be a big difference in health and expected mortality between two elderly individuals that are the same age
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What starts the downhill trend?
Atherosclerosis Anemia Obesity Cardiovascular disease Chronic renal insufficiency Depression Cognitive impairment
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Laboratory tests – older age Microalbumin Serum creatinine Serum albumin and cholesterol Hemoglobin NT-proBNP Cystatin C
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Hemoglobin
The iron-containing oxygen-transport protein in the red blood cells
Hemoglobin transports oxygen from the lungs to the rest of the body, such as to the muscles, where it releases the oxygen for cell use
Purple top - stability
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Prevalence of Anemia
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AnemiaCauses of anemia Chronic disease Iron deficiency
– Renal insufficiency – Cancer– Inflammatory disorders– Chronic infections– Acute, chronic hepatitis– Myelodysplastic syndrome– Medication, alcohol – Nutritional deficiency
2x risk of physical decline
National Health And Nutrition Examination Survey 2009 (NHANES)
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Anemia
Consequences of anemia in elderly Diminished cognitive function Increased frailty Poor exercise performance Risk of developing dementia Decreased mobility Increased risk of recurrent falls Lower bone density and skeletal muscle density Increased risk of depression Elevated risk of hospitalization and of complications
during hospitalization
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Hemoglobin Study in Elderly
Compared association of Hgb concentration and anemia status with subsequent death over time in elderly
5,888 individuals age 65 and up 1989 - 1993 After 11.2 years of follow-up, lower hemoglobin
concentrations were associated with increased mortality risk, independent of many potentially confounding factors
Arch Intern Med. 2005; 165: 2214-2220
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Zakai, N. A. et al. Arch Intern Med 2005;165:2214-2220.
Kaplan-Meier curve of survival over 11.2 years by anemia status (based on World Health Organization criteria)
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Anemia in the Elderly
Extremely common problem: associated with increased mortality and poorer health-related quality of life, regardless of underlying cause of low hemoglobin 2007 - 36M age > 65
2050 - 85M age > 65
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Heart Disease - NT-proBNP 5.3 million afflicted CHF in U.S. ($40 billion) Each year, another 550,000 people
diagnosed for the first time Hospital discharges for HF rose from 400,000
in 1979 to 1,084,000 in 2005; increase of 171 percent (NHDS and NHLBI; AHA computation)
People age 40 and > have a 1 in 5 chance of developing CHF in their lifetime;
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Congestive Heart Failure
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Congestive Heart Failure
CHF and Underwriting Symptoms Nonspecific– Shortness of breath– Swollen feet and ankles
But echocardiograms too expensive and inconvenient to use routinely
Clinical CHF – 50% or > mortality at 5 yrs
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Natriuretic Peptides NT-proBNP
Regulate homeostasis of salt and water Cardiac ventricles: ProBNP BNP NT-proBNP
Dilates blood vessels – reduces fluid load and pressure on heart
Elevated by increased Ventricular tension, CAD, Atrial Fibrillation
More stable than BNP
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NT-proBNP - Mortality studies
Kragelund Study 1034 patients –stable angina and angiographically-
confirmed disease 9 year follow-up – 288 deaths (28%) Significantly lower NT-proBNP levels in survivors Independent of hypertension, smoking, high
cholesterol By adding NT-proBNP – enhance capacity to identify
high risk individuals Normal NT-proBNP values rule out CV disease
Kragelund, C. et al. N Engl J Med 2005;352:666-675
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Overall survival among patients with stable coronary artery disease with progressive mortality associated with increasing levels of NT-pro-BNP
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NT-proBNP – Mortality studies
Rancho Bernardo Study 957 persons, mean age 77, followed for
nearly 7 years Subset free of CV disease; elevated
NT-proBNP; mortality 3.5 fold increase NT-proBNP turned out to be a superior mortality
marker than troponin T, smoking, diabetes, fasting blood sugar and all lipid parameters
Journal of the American College of Cardiology. 52(2008):450
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NT-proBNP – Mortality StudyCV Risk Study in Elderly 2975 community dwelling older adults free of HF NT-proBNP measured baseline – then 2 to 3 years
Results: NT-proBNP levels in highest quintiles (267.7pg/ml)
independently associated with greater risks of HF Inflection point of elevated risk: NT-proBNP 190 pg/ml
Conclusions: NT-proBNP levels independently predict heart failure and cardiovascular death in older adults. NT-proBNP levels frequently change over time, and these fluctuations reflect dynamic changes in cardiovascular risk
J Am Coll Cardiol, 2010; 55:441-450
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NT-proBNP According to the Journal of the American Medical
Association “elevated levels of NT-ProBNP predict cardiovascular morbidity and mortality, independent of other prognostic markers, and identify at risk individuals even in the absence of systolic or diastolic dysfunction by echocardiography”
ExamOne – 15 out of 20 largest clients
screening 125 pg/ml < age 75 - 17% elevated 450 pg/ml age 75 or older - 14% elevated
JAMA. 2007;297(2):169
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OLDER AGE TESTING NT-proBNP
Consider screening for age > 60 and higher face amounts
Order for shortness of breath, swelling of feet and legs
Order for known or suspected Coronary Disease
Excellent marker for
preferred risk for elderly
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Kidney Disease - ESRD Prevalence (2004): 472,099 U.S. residents
were under treatment as of the end of the calendar year.
Resulting from these primary diseases: Diabetes: 172,938 Hypertension: 114,481 Glomerulonephritis: 77,121 Cystic kidney: 21,397 All other: 86,162
Incidence (2004): 104,364 U.S. residents were new beneficiaries of treatment
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Kidney Disease - ESRD
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OLDER AGE TESTING
Creatinine levels underestimate reduction of kidney function in the elderly– Not sensitive to small changes– Less muscle mass, less creatine and its
metabolite creatinine
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Cystatin C – What is it?
Protease inhibitor produced by nearly all human cells; filtered by the glomerulus
Reabsorbed; broken down by the renal tubule Should remain at steady level in blood Independent of age, gender, race or lean
muscle mass Superior to serum creatinine/GFR Indicator of risk of heart failure
and death
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Cystatin C – Morality Study
Analysis of 4637 participants aged 65 or older at inception
Followed for median 7.4 years Population was divided into Fifths (Quintiles)
based on laboratory results Compare Cystatin C, creatinine and GFR as
predictors for mortality Cystatin C – stronger predictor of death and
risk of CV events
NEJM 2005;352:2049-60
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Mortality from All Causes According to Quintile of Measures of Renal Function Cystatin C categories – nearly linearly associated with risk of death
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Resources
Ahmed N, et al. Am J Med 2007;120, 748-753. Frailty: An emerging geriatric syndrome
Arch Intern Med. 2005; 165: 2214-2220
Torpy, Janet M, MD, et al. JAMA, November 8, 2006 – Vol 296, No. 18 McQueen, M.P. Wall Street Journal, March 6, 2007 – D1 Life Insurers
Expand Offerings for the Elderly Archives of Internal Medicine. Monday 14th November, 2005 AHA at http://www.americanheart.org Mayo Clin Proc. 2007;82(8):958-966 Manini TM, Everhart JE, Patel KV, et al. JAMA 2006;296:171-179 Weber M, Dill T, Arnold R, et al. Am Heart J 2004;148:612-620 NEJM 2005;352:2049-60 Kragelund, C. et al. N Engl J Med 2005;352:666-675 Izaks, G. J. et al. JAMA 1999;281:1714-1717 Am Fam Physician 2000;62:1565-72
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The end! Thank you for your attention
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