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Bridge to Success: Using Data to Improve Student Success Early Predictors of High School Graduation, Postsecondary Attendance, and Postsecondary Completion Oded Gurantz, John W. Gardner Center for Youth and Their Communities, Stanford University [email protected] Presentation to Harvard Strategic Data Project Team September 27, 2011

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Bridge to Success:Using Data to Improve Student SuccessEarly Predictors of High School Graduation, Postsecondary Attendance, and Postsecondary Completion

Oded Gurantz, John W. Gardner Center for Youth and Their Communities, Stanford [email protected]

Presentation to Harvard Strategic Data Project TeamSeptember 27, 2011

Provide background on the John W. Gardner Center for Youth and Their Communities (JGC)

Describe the Bridge to Success (BtS) initiative that aims to increase the number of San Francisco students earning a postsecondary credential by bringing together the San Francisco Unified School District (SFUSD) and the City College of San Francisco (CCSF)

Discuss specific findings and subsequent programmatic and policy implications resulting from JGC analyses

Agenda

The JGC partners with communities to:

Develop leadership

Conduct community-driven research

Effect change

…to improve the lives of youth.

The JGC’s Mission

Work in deep partnership with communities

Respond to community needs

Conduct actionable research and create actionable knowledge

The JGC’s Guiding Principles

The Youth Data Archive of the John W. Gardner Center for Youth and Their Communities:

Links individual-level data on youth across city, county, school district, and non-profit agencies

Works closely with community partners to identify cross-agency research questions that no one agency alone could answer

Supports partners to understand resulting analyses and take actionable steps

Youth Data Archive Background

San Francisco received a Gates Foundation “Communities Learning in Partnership” one-year planning grant in 2009 and three-year implementation grant in 2010

Mayor’s Office of Interagency Planning brought together SFUSD, CCSF, and key community organizations to promote postsecondary success for underrepresented students

John W. Gardner Center began data analysis in support of this initiative in December 2009

Bridge to Success Initiative

SFUSD: Administrative data (e.g. demographics, course transcripts, standardized tests)

National Student Clearinghouse (NSC): Attendance and completion dates for most U.S. two- and four-year institutions

CCSF: Administrative data (e.g. course transcripts, placement exams, transfer and degree completion dates)

Data Sources

SFUSD Student Progress2000-01 Cohort of First-Time Ninth Grade Students

4,798 SFUSD 9th Graders

3,043 SFUSD Graduates

2,386 Post-secondary At-

tendees1,281

Postsec-ondary

Completers

54% of Postsecondary Attendees Graduated Within Five Years

78% of Graduates Attended a Postsecondary Institution the Year After Graduating from SFUSD

63% of 9th Graders Graduated from SFUSD Within Four Years

SFUSD Student Progress

All Stu

dent

s

Chines

e

Latin

o

Africa

n-Am

erica

n

Whit

e

Filipino

Asian/

PI

Oth

er E

thnic

ityM

ale

Female

0%

20%

40%

60%

80%

100%

27%

46%

8% 7%

33%19%

31% 28% 24% 30%

2000-01 Cohort of First-Time Ninth Grade Students Who Attained a Postsecondary Degree by 2008-09

Bridge to Success Structure

The five working groups can request data analysis from the “Data” team, pending joint agency approval

Bridge to Success Structure

Team Connection Points

Teaching • SFUSD Core Curriculum• CCSF Education Master Plan and English and Math Pathway redesign

Counseling • SFUSD Restorative Practices, College/Career readiness, Special Ed Redesign• CCSF DPSP, excellence in support services and counseling

Transitions • New work to fill gap identified in planning phase

Outreach • SFUSD Parent Engagement, Restorative Practices• CCSF Communication and Information

Workforce/ Pathways

• DCYF-SFUSD School Partner Model• OEWD Sector Academies• SFUSD Core Curriculum, Career Academies, Dual Enrollment• CCSF Career paths & certificates

Examples of BtS Actions

Finding Action

Importance of timely enrollment in core English and math courses at CCSF

New priority enrollment system for SFUSD students attending CCSF

Characteristics of students who graduate from SFUSD but do not attend a postsecondary institution

Summer bridge program to help students transition into CCSF

Development of key Early Warning Indicators for incoming 9th grade students [NEXT PAGE]

Presentation of indicators to administrators, principals, counselors and preparation for initial usage during the 2011-2012 school year

Two key indicators using 8th grade data:GPA less than 2.0Attendance Rate less than 87.5%

Early Warning Indicators

* Data combined from two cohorts of students who were enrolled in SFUSD both semesters of eighth graders and then entered ninth grade during the fall semester of the 2005-06 and 2006-07 school years. Results were averaged to provide SFUSD a picture of how indicators would impact a typical school year. This resulted in a cohort of 3,382 students who had a four-year high school graduation rate of 72.9%.

Zero Risk Factors (N=2,633)

One Risk Factor (N=476)

Two Risk Factors (N=273)

0%

25%

50%

75%

100% 84%

43%

15%

Fo

ur-

Ye

ar

Hig

h S

ch

oo

l G

rad

ua

tio

n R

ate

Passing all core courses in the first semester of 9th grade significantly increases graduation rates

Almost half of students who entered with one risk factor passed all their core courses

EWI - Why Does Identifying Students Matter?

Zero Risk Factors(N=2,284; 349)

One Risk Factor(N=219; 257)

Two Risk Factors(N=72; 201)

0%

25%

50%

75%

100% 89%

55%

24%

56%

32%

11%

Passed All Core Courses Failed One or More Core Courses

Fo

ur-

Ye

ar

Hig

h S

ch

oo

l G

rad

ua

tio

n R

ate

Examined the relationship between math performance in high school and the math placement test at CCSF

Course grades predicted math placement but passing Algebra 2 did not align well with placing at college math

BtS Math Analysis

Passed Did Not Pass

Passed Did Not Pass

Passed Did Not Pass

0%

25%

50%

75%

100% 86%

60%49%

29%17%

8%

Highest Math Course Completed in SFUSD

Pla

ced

at

Co

lleg

e-L

eve

l M

ath

Algebra 2AP Math Pre-Calculus

Most students who met No Child Left Behind math standards on the California Standards Test (Proficient or Advanced) placed at the college-level

BtS Math Analysis

Advan

ced

Profic

ient

Basic

Below

Bas

ic

Far B

elow

Bas

ic0%

25%

50%

75%

100% 97% 99%

76%

41%

6%

Summative Math

Per

cen

t o

f S

tud

ents

Pla

c-in

g a

t C

oll

ege-

Lev

el

Advan

ced

Profic

ient

Basic

Below

Bas

ic

Far B

elow

Bas

ic0%

25%

50%

75%

100% 97%84%

55%

17%5%

Algebra 2

Per

cen

t o

f S

tud

ents

Pla

c-in

g a

t C

oll

ege-

Lev

el

Why is there a disconnect between course performance and CST performance in predicting math placement?

Students at different high schools did not perform the same on CCSF’s placement test, even when they took similar math courses and received similar grades

BtS Math Analysis

CCSF adopted high school Early Assessment Program (EAP) results as additional “waiver” criteria for math placement test

CCSF is piloting a one-semester “Preparation for Statistics” course as an alternative to current Elementary/Intermediate Algebra sequence

JGC and BtS partners beginning to share findings more broadly within SFUSD and CCSF

BtS Math Actions

Exploration of articulation in English alignment between SFUSD and CCSF

Continued investigation over the next year focused on issues of remediation for SFUSD students

Inclusion of data from Department of Children, Youth, and Families and other youth-serving organizations

Next Steps

Bridge to Success:Using Data to Improve Student SuccessEarly Predictors of High School Graduation, Postsecondary Attendance, and Postsecondary Completion

Oded Gurantz, John W. Gardner Center for Youth and Their Communities, Stanford [email protected]

Presentation to Harvard Strategic Data Project TeamSeptember 27, 2011