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Summary
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High School Graduation
and Dropout Data
California’s New Database May Enable the State to
Better Serve Its High School Students Who Are at
Risk of Dropping Out
March 2012 Report 2011-117
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CALIFORNIA STATE AUDITOR
Elaine M. Howle
State Auditor
Doug Cordiner B u r e a u o f S t a t e A u d i t s
Chief Deputy
555 Capitol Mall, Suite 300 Sacramento, CA 95814 916.445.0255 916.327.0019 fax www.bsa.ca.gov
March 15, 2012 2011-117
The Governor of California
President pro Tempore of the Senate
Speaker of the Assembly
State Capitol
Sacramento, California 95814
Dear Governor and Legislative Leaders:
As requested by the Joint Legislative Audit Committee, the California State Auditor presents
this audit report concerning high school graduation and dropout data. Data reported by school
districts to the California Longitudinal Pupil Achievement Data System (CALPADS) is used
by the California Department of Education (department) to calculate graduation and dropout
rates in accordance with state and federal requirements, including those established by the
No Child Left Behind Act of 2001.
This report describes how, through the use of a unique student identifier, CALPADS allows the
department to track a student’s progress from when he or she enters high school to when he or
she exits, and thus allows the department to calculate precise graduation and dropout rates for a
particular cohort of students. Data from CALPADS compares favorably to older data, which was
based on schools’ aggregate counts of graduates or dropouts. In August 2011 the department
used CALPADS to report graduation and dropout rates for the first cohort of students tracked
from the 2006-07 through the 2009-10 school year. In fact, this cohort graduated at an overall
rate of 74 percent. The data, however, shows a divide in graduation rates between various
demographic groups; specifically African-American students, Hispanic or Latino students, and
students of lower socioeconomic status generally dropped out of school at rates higher than
their peers. By establishing this baseline, we believe the rates generated from CALPADS will
prove useful for encouraging data-driven decision making in meeting the needs of all students.
We also conclude that there is room to increase the utility of CALPADS and improve the quality
of data reported into CALPADS. School personnel varied in the extent to which they verified
the reasons a student exited high school, in part because they did not consistently follow the
department’s guidance. Additionally, several districts reported that the process of uploading
data into CALPADS can be time-consuming and some districts stated that maintaining and
updating CALPADS has required significantly more resources than previously required to
report data to the State. Finally, because the funding for CALPADS is primarily focused on
meeting state and federal reporting requirements, the State may risk missing opportunities to
be more innovative in using its longitudinal data.
Respectfully submitted,
ELAINE M. HOWLE, CPA
State Auditor
California State Auditor Report 2011-117 vii
March 2012
Contents
Summary 1
Introduction 5
Audit Results
The California Longitudinal Pupil Achievement Data System Appears
to Measure Graduation and Dropout Rates Effectively 17
CALPADS’ Data Confirm That Graduation and Dropout Rates Vary
Among Different Demographic Subgroups 19
Some Challenges Remain for the State in Ensuring That CALPADS
Achieves Its Full Potential 26
Districts Employ a Variety of Strategies That May Assist Students
at Risk of Dropping Out 33
Recommendations 36
Appendix
School Districts’ Dropout Prevention Programs 39
Response to the Audit
California Department of Education 45
California State Auditor Report 2011-117 1
March 2012
Summary
Results In Brief Audit Highlights . . .
The California Department of Education (department) designed the Our review of the high school
California Longitudinal Pupil Achievement Data System graduation and dropout data
(CALPADS) to gather student-level data from public schools highlighted the following:
statewide so that it could comply with state and federal reporting
requirements and more accurately calculate graduation and » The California Department of Education
dropout rates. Unlike the California Basic Educational Data System (department) gathers student-level
(CBEDS), which the department used in the past to extrapolate data from public schools statewide
graduation and dropout rates, CALPADS allows the department through the California Longitudinal Pupil
to track certain data, such as enrollment status, for individual Achievement Data System (CALPADS).
students from the time they enter high school until they exit. Thus,
» The State’s graduation rate for the
it allows the department to calculate more precise graduation and
2009–10 cohort of students was
dropout rates for a particular cohort of students by tracking them
74.4 percent, while the dropout rate
through all four years of high school. Although CALPADS’ high
was 18.2 percent.
school graduation and dropout data are currently published only
for the class of 2009–10, the department, school districts, and other • African-American students and
stakeholders can use this first cohort’s data as a baseline against Hispanic or Latino students dropped
which to compare future graduation and dropout rates. out at higher rates than their peers,
as did students who were English
In August 2011 the department published its First Annual Report on Language learners.
Dropouts in California, which reported that the State’s graduation
• White and Asian socioeconomically
rate for the 2009–10 cohort of students was 74.4 percent and
disadvantaged students were more
that its dropout rate was 18.2 percent. (The remaining 7.4 percent
likely to drop out than students
of students were neither graduates nor dropouts.) CALPADS’
in those groups who were not
data show that graduation and dropout rates varied for different
socioeconomically disadvantaged.
demographic subgroups. Specifically, African-American students
and Hispanic or Latino students generally dropped out at
• Students who failed the California
higher rates than their peers, as did students who were English
High School Exit Examination on their
Language learners (English learners). Further, white and Asian
first attempt were significantly less
socioeconomically disadvantaged students were more likely to drop
likely to graduate than students who
out than white or Asian students who were not socioeconomically
passed on their first attempt.
disadvantaged; however, socioeconomic status did not have
that same inverse relationship in the Hispanic or Latino student » School districts continue to face
population. Finally, students who failed the California High challenges in implementing CALPADS.
School Exit Examination on their first attempt were significantly
• Schools have inconsistent practices
less likely to graduate than students who passed on their first
for verifying the reasons students exit
attempt, although 94 percent of the cohort did eventually pass
high school.
the examination.
• Because the degree to which
Although CALPADS represents a significant improvement in personnel verified and documented
California’s collection and reporting of graduation and dropout codes varied depending upon the
data, school districts continue to face challenges in implementation. reasons that students left, the data
Specifically, our review of student records from six school districts on some students may be less accurate
suggests that schools have inconsistent practices for verifying than for others.
the reasons students exit high school. The department requires
that schools select from a standard list of exit codes whenever continued on next page . . .
2 California State Auditor Report 2011-117
March 2012
• Several districts reported that the students leave high school. However, the degree to which school
process of uploading information personnel verified and documented these codes varied depending
from their local systems into CALPADS upon the reasons that students left; consequently, the data on some
can be time consuming. students may be less accurate than they are for others. Although
the department has provided school districts with clear guidance
» Because the funding for CALPADS is
regarding the codes, including through the CALPADS Data Guide,
primarily focused on meeting state and
the districts have not always fully aligned their procedures with this
federal reporting requirements, the
guidance. In addition, several districts reported that the process of
State may risk missing opportunities
uploading information from their local systems into CALPADS can
to be more innovative in using its
be time-consuming. However, according to one district administrator,
longitudinal data.
this particular challenge can be mitigated by frequently updating the
system with enrollment changes rather than waiting to send large
batches of data at once. Finally, some districts stated that maintaining
and updating CALPADS has required significantly more resources
than previously required to report data to the State.
Furthermore, we found that CALPADS’ current capabilities may not
allow the system to fully carry out the Legislature’s goals of evaluating
its educational progress and investments over time. Although the
department provides data from CALPADS to researchers for certain
projects, CALPADS currently does not provide the same robustness
of data that certain other states’ systems offer. For example,
some states’ systems can or will be able to track students’ success
through college and even into the workforce. Because the funding
for CALPADS is primarily focused on meeting state and federal
reporting requirements, the State may risk missing opportunities to
be more innovative in using its longitudinal data.
Despite these limitations, CALPADS has long-term potential for
enabling school districts to identify and develop effective strategies
for reducing dropout rates. Although recent budget cuts have
affected school districts’ ability to provide dedicated dropout
prevention programs, we found that the six districts we visited all
have programs and strategies in place to help students who are at
risk of dropping out. CALPADS does not currently track student
participation in specific programs; however, its data should enable
school districts to identify those schools that are able to reduce
their dropout rates over time through best practices and innovative
programs. This should create an opportunity for schools throughout
the State to allocate resources and adopt practices that may effectively
serve their at-risk students.
Recommendations
To increase consistency, the department should remind schools
and school districts of the importance of aligning their procedures
for recording pupil enrollment and exit data with the CALPADS
Data Guide.
California State Auditor Report 2011-117 3
March 2012
To improve efficiency, the department should inform school
districts of the value of frequently updating the data they transfer
from their local student information systems to CALPADS. Also, to
the extent that the department becomes aware of ways that schools
and school districts can perform CALPADS-related activities more
efficiently, it should provide written guidance to schools and school
districts on these best practices.
To improve the utility of CALPADS and fulfill the legislative intent
of the system, the department should work with the Legislature, the
State Board of Education, and the governor to identify priorities for
building upon the system when funding is available. These priorities
could include tracking student participation in dropout prevention
programs or strategies to measure the effectiveness of those
programs or strategies over time.
Agency Comment
The department agrees with the report’s recommendations and
outlined its plans to implement them.
4 California State Auditor Report 2011-117
March 2012
Blank page inserted for reproduction purposes only.
California State Auditor Report 2011-117 5
March 2012
Introduction
Background
Numerous studies have shown that graduating from high school
can be an important predictor of future achievement in life.
Research suggests that individuals who successfully complete high
school are more likely to obtain stable employment and earn more
than dropouts; conversely, dropouts tend to experience higher
unemployment and have lower average earnings. As Figure 1
illustrates, the 2010 American Community Survey conducted by the
U.S. Census Bureau identified average income levels for Americans
with different levels of education. The data indicates that those
who do not graduate from high school earn less than graduates
nationwide; this income gap is evident in California. Research
also indicates that dropping out of high school may be linked to
health-related conditions, such as depression, and a higher risk
of incarceration.
Figure 1
Median Earnings by Educational Attainment, Among Wage Earners
25 Years of Age and Older
United States
Less Than High
School Graduate California
High School Graduate
or Equivalent
Some College or
Associate’s Degree
Bachelor’s Degree
Graduate or
Professional Degree
$0 $10,000 $20,000 $30,000 $40,000 $50,000 $60,000 $70,000 $80,000
Source: U.S. Census Bureau’s 2010 American Community Survey, one‑year estimates.
In addition, students dropping out of high school also leads to
consequences for the education system in general and for the
State as a whole. When students drop out, it affects the resources
available to the schools they leave because the funding California
public schools receive is based primarily on average daily
attendance. Therefore, when students drop out it may decrease the
amount of funding the schools receive. In addition, the education
6 California State Auditor Report 2011-117
March 2012
level of California’s citizens may have long-term consequences for
the State in terms of its revenue base and potentially its desirability
as a place in which to locate businesses.
Graduation Rates and School Accountability
California has long recognized the importance of tracking
graduation rates as one measure of the performance of its public
school system. For more than 20 years, the California Department
of Education (department) computed graduation rates based on
data it collected through its California Basic Educational Data
System (CBEDS). Specifically, the department asked the school
districts to report through CBEDS the number of dropouts they
had in a given year. From these aggregate counts, the department
derived four-year dropout rates. As shown in Figure 2, CBEDS
provided some indication of the number of dropouts in California:
from school years 1991–92 through 2008–09, the dropout rates
based on this data fluctuated between approximately 11 percent
and 22 percent. However, because the CBEDS data used aggregate
counts rather than tracking individual students, these dropout
rates did not effectively account for transfers, whether within the
State or to other states and countries. This contributed in part to
concerns that the CBEDS-based rates were too imprecise to be a
good measure.
More than a decade ago, California enacted sweeping education
reforms through the Public Schools Accountability Act of 1999
(state accountability act), which requires that the department
measure the academic performance of all schools using an
Academic Performance Index (API). Under the act, the department
uses a number of factors, including student performance on
standardized tests and successful completion of the California
High School Exit Examination (exit examination), to calculate
and assign API scores to schools. The state accountability act also
requires the inclusion of high school graduation rates in the API,
contingent upon a determination by the state superintendent of
public instruction (state superintendent) that the State’s graduation
rate data are accurate. Because of concerns about the reliability of
the data, the department did not include graduation rates derived
from CBEDS data in the API scores.
However, key changes to federal law in 2001 provided a strong
incentive for California to implement a more effective system for
measuring and reporting on graduation rates. Congress designed
the federal Elementary and Secondary Education Act of 1965
(federal education act)—the historic law that made federal funding
available to the states for education—to promote equal educational
opportunity. It has since reauthorized the federal education act
California State Auditor Report 2011-117 7
March 2012
several times, most recently through the No Child Left Behind Act
of 2001 (No Child Left Behind), which made significant changes to
the federal education act. In order to receive federal funding, each
state must have a state plan that describes what constitutes progress
toward various goals or targets related to academic achievement.
No Child Left Behind also requires states to report certain data on
students over time, regardless of where they attend public school, a
concept known as longitudinal data.
Figure 2
Statewide Graduation and Dropout Rates Based on the California Basic Educational Data System
School Years 1991–92 Through 2008–09
80% Graduation rate
Dropout rate
70
60
50
40
30
20
10
0
1991–92 1992–93 1993–94 1994–95 1995–96 1996–97 1997–98 1998–9
1
9 999–2000 2000–01 2001–02 2002–03 2003–04 2004–05 2005–06 2006–07 2007–08 2008–09
School Years
Source: The California Department of Education’s DataQuest Web site.
No Child Left Behind evaluates academic progress through
a measure known as Adequate Yearly Progress (AYP). This
measure reflects the extent to which schools and school districts
meet their targets in various areas, including improving student
scores on standardized tests and increasing the rate at which
students graduate from high school. Federal regulations adopted
in 2008 to implement No Child Left Behind require that each
state establish annual graduation rate growth targets that reflect
“continuous and substantial improvement.” The federal government
requires that states subject schools that fail to meet AYP targets
8 California State Auditor Report 2011-117
March 2012
to increasingly severe consequences, which range from placing
certain schools in Program Improvement status (which requires
focused attention on fixing the problems) to subjecting them to
state takeover. Thus, there is a strong impetus for California to have
an effective means of tracking and reporting this information to the
U.S. Department of Education.
In response to the requirements of No Child Left Behind, the
department issues AYP reports each year for all California public
schools, school districts, and counties, and on a statewide basis.
These reports reflect performance on a variety of metrics, including
test scores, year-to-year improvement on California’s API metric,
and high school graduation rates. The department also makes its
AYP reports available on its Web site.
Graduation and Dropout Rate Calculation Methods
The department now uses data contained in its recently developed
statewide education database, the California Longitudinal Pupil
Achievement Data System (CALPADS), to measure statewide
high school graduation and dropout rates. (We describe the
development of CALPADS in more detail beginning on page 10.)
Federal regulations generally require states to calculate the
graduation rate according to a formula referred to as the four‑year
cohort rate. California used this formula beginning with the
graduating high school class of 2009–10. The department calculates
the four-year cohort rate by dividing the number of students who
graduate in four years or less with a regular high school diploma
by the number of students who form the adjusted cohort for
the graduating class. To determine the adjusted cohort over the
four-year period, the department adjusts the number of students
who enter the ninth grade by adding students who transfer into
the cohort and subtracting students who transfer out, emigrate
to another country, or die. In addition, state law requires the
department to determine the dropout rate over four years by
dividing the number of students who drop out by the number who
remain in the adjusted cohort. Figure 3 visually depicts an example
of the department’s calculation of graduation and dropout rates.
It is worth noting that the number of students who drop out is not
simply the difference between the number of students who graduate
and the total number of students who remain in the adjusted
cohort. Instead, the definitions of both dropout and graduate
exclude students who pass the General Educational Development
Test®, students who do not graduate at the end of four years but
remain enrolled, and some special education students, as described
in the following paragraph. The dropout rate includes students who
California State Auditor Report 2011-117 9
March 2012
have permanently stopped attending school, as well as students
who left school after attending four years of high school but did not
meet graduation requirements.
Figure 3
Example of Four‑Year Cohort Graduation and Dropout Rate Calculations
Inbound
Transfers STUDENT ACTION GRADUATES DROPOUTS COHORT
Graduate Begin Ninth Grade +200 + 0 +200
Inbound Transfers +10 + 0 +10
Outbound Transfers – 11 – 0 – 11
Students Begin
Dropout Stop Attending (Dropout) – 5 + 5 – 0
Ninth Grade
Do Not Reenroll After Transfer (Dropout) – 1 + 1 – 0
Pass GED* – 2 – 0 – 0
Other Complete Special Education Certificate† – 4 – 0 – 0
Remain in School for Fifth Year – 8 – 0 – 0
Outbound Do Not Meet Graduation Requirements (Dropout) – 2 + 2 – 0
Transfers‡
Indicates the adjusted cohort. Totals 177 8 199
Graduation Rate Calculation
Graduation Rate Percentage = Graduates 177 = 89%
Cohort 199
Dropout Rate Calculation
Droupout Rate Percentage = Dropouts 8 = 4%
Cohort 199
Sources: California State Auditor’s analysis of state and federal laws and regulations, as well as documentation provided by the California Department
of Education.
* General Educational Development Test ®
† These students did not graduate with a standard diploma.
‡ Students who are removed from the cohort also include those that emigrate to another country or die during the four‑year period.
California students are generally required to pass the exit
examination as a condition of graduating from high school.
However, changes to state law that took effect beginning with
the 2009–10 school year allow special education students who have
not passed the exit examination but otherwise satisfy high school
graduation requirements to be treated as graduates. Thus, some
special education students—namely, those who were exempted
from that requirement as of the 2009–10 school year—are treated
as graduates in the first four-year cohort graduation rate that
California reported. Prior to that, special education students who
did not pass the exit examination could not earn a high school
diploma unless they had obtained a waiver from that requirement
from their local school board, and these waivers were granted only
under specific, limited circumstances. A special education student
who has satisfied the exit examination requirement by passing
10 California State Auditor Report 2011-117
March 2012
the examination, or by receiving either an exemption or a waiver
and has met all other state and local graduation requirements, is
considered a graduate.
In our report we focused our attention on the four-year cohort rates
based on the audit objectives (see Table 1) on page 13. However,
students may sometimes complete high school in five or six years,
rather than in four years. According to an education research
and evaluation consultant within the department’s assessment and
accountability division, the department is
currently examining whether to use five- and
six-year graduation rates, as allowed by federal
The Legislative Intent Behind the California
regulations, to demonstrate that schools are
Longitudinal Pupil Achievement Data System
meeting their AYP goals related to high school
According to state law, the Legislature authorized California graduation. These rates are also factored into a
Longitudinal Pupil Achievement Data System (CALPADS) school’s or district’s API score. In addition, some
with the intention that the system would: students may drop out in middle school rather
than in high school, and the department includes
• Provide school districts and the California Department
an eighth grade dropout rate in a middle school’s
of Education (department) with access to the data
necessary to comply with federal reporting requirements. or district’s API.
• Provide a better means of evaluating educational
progress and investments over time.
CALPADS
• Provide school districts with information they can use to
improve pupil achievement. Recognizing that California needed longitudinal
• Provide an efficient, flexible, and secure means of student data both to comply with No Child
maintaining longitudinal statewide pupil‑level data. Left Behind and to assess the long-term value
of its educational investments and programs,
• Facilitate the ability of the State to publicly report data in
the Legislature authorized the department to
accordance with federal requirements.
develop and implement CALPADS in 2002, as
• Ensure that the department provides data access indicated in Figure 4. The text box further details
to researchers only to the extent allowed by federal
the Legislature’s goals in authorizing CALPADS.
privacy laws.
As we will discuss in the Audit Results, the most
• Provide the ability to sort data by demographic element significant difference between CALPADS and
collected from certain statewide standardized tests. CBEDS is that CALPADS collects information
about individual students rather than relying on
• Have the capacity to be expanded to include pupil
aggregate information. This capability is a key
achievement data from multiple years.
component in satisfying the requirements of
• Have the capacity to monitor pupil achievement on
No Child Left Behind. CALPADS accomplishes
certain statewide standardized tests from year to year
this task by assigning all students unique
and school to school.
identifying numbers that ensure students are
• Have the capacity to provide data to the State and school consistently tracked even if they transfer from
districts upon their request. one California public school to another. School
Source: California Education Code, sections 60900–60901. districts extract data from existing records
contained in their student information systems
and submit this data electronically to CALPADS.
California State Auditor Report 2011-117 11
March 2012
Figure 4
Development and Implementation of the California Longitudinal Pupil Achievement Data System
June
June Start of 2006–07 school year School districts are required
The Public Schools Accountability Act of 1999 takes effect. First cohort of students start to certify exit data for cohort.
ninth grade.
August
January California Department of
The No Child Left Behind Act of 2001 takes effect. End of 2009–10 school year Education (department) First cohort of students graduate. publishes first four-year
cohort graduation and
dropout rates.
1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
June
January CALPADS to begin International Business collecting student
Machines Corporation (IBM) grades and credits,
starts CALPADS development. October as well as additional CALPADS begins collecting student enrollment program participation data and exit records, as well as tracking information such as participation in some programs such as Title I services.
special education.
March
October CALPADS to begin
CALPADS begins collecting students’ course collecting students’
information and teachers’ assignments. standarized test scores.
February
Department puts IBM on notice for
breach of contract.
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Legislature authorizes and the governor approves development and implementation of the California Longitudinal Pupil Achievement Data System (CALPADS).
Sources: The Little Hoover Commission, the department, and federal and state laws.
Initially, the development of CALPADS did not meet all
expectations, raising concerns in the department, some districts,
and the governor’s office that the system would not adequately
meet the State’s needs. In 2008 the department began a contract
to pay International Business Machines Corporation (IBM) about
$15.3 million to build CALPADS. Approximately $3 million for
this project came from a federal grant that provided funding
for states’ development of longitudinal databases for education.
Users and outside evaluators noted that early versions of the
system—including the enrollment data component used to
calculate graduation and dropout rates—appeared to work poorly,
leading to doubts that CALPADS would ever operate effectively.
Consequently, in February 2011 the department informed IBM that
it was in breach of contract for failure to perform. An independent
evaluator’s report released around the same time noted significant
problems with CALPADS’ stability and performance.1
However, department officials state that IBM has since assigned
better resources to CALPADS and is working to take various steps
to address the concerns. The department believes that by the end of
June 2012 the system will be fully built. Once completed, in addition
1 Sabot Technologies, a consulting firm, assessed CALPADS at the department’s request.
12 California State Auditor Report 2011-117
March 2012
to enrollment information, CALPADS will be able to store students’
standardized test scores, courses completed, and grades. State
law also specifies that CALPADS should include attendance data
when the department has the necessary federal funding to build
that functionality into the system; however, the federal government
has not yet made this funding available. How schools would use or
report this attendance data is also unclear. According to the director
of the department’s educational data management division, each
school district and county office of education currently records
individual student attendance in its student information systems
and reports aggregate data to the state superintendent. After IBM
finishes building the system, under the direction of the department,
CALPADS will be operated by California School Information
Services (CSIS), which is part of the Fiscal Crisis and Management
Assistance Team, an agency administered by the Kern County
Office of Education. CSIS already provides support to school
districts across the State, including assisting them in efficiently
reporting data to the department.
Scope and Methodology
We conducted this audit at the direction of the Joint Legislative
Audit Committee, which approved the audit objectives listed in
Table 1. Our fieldwork included work at the department and site
visits to Delano Joint Union High School District, San Francisco
Unified School District, Los Angeles Unified School District,
Oroville Union High School District, Long Beach Unified School
District, and San Diego Unified School District.
Assessment of Data Reliability
In performing this audit, we relied upon various electronic data
files extracted from the information systems listed in Table 2
on page 15. We adhere to the standards of the U.S. Government
Accountability Office, which require us to assess the sufficiency
and appropriateness of computer-processed information. The table
shows the results of this analysis.
California State Auditor Report 2011-117 13
March 2012
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txen
no
deunitnoc
14 California State Auditor Report 2011-117
March 2012
DOHTEM
EVITCEJBO
TIDUA
dlihC
oN sa hcus swal
laredef
,edoc
noitacude
eht
fo
snoitces
tnaveler
deweiveR
•
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dna
swal
rehto
dna ,dniheB
tfeL
sesoprup
suoirav
rof
sreffid
etar
tuopord
loohcs
eht
fo
noitaluclac
s’etatS
eht rehtehw
enimreteD
noitaluclac
etar tuopord
a eriuqer
ton seod
dniheB
tfeL
dlihC
oN taht denimreteD
•
oN
dna
)tca
ytilibatnuocca
etats(
9991
fo
tcA
ytilibatnuoccA
sloohcS
cilbuP
s’etatS
eht sa hcus
3
tnemtraped
eht taht
denimreteD
.noitaluclac
etar
noitaudarg
a eriuqer
seod
tub
.reffid
snoitaluclac
eht woh
,os fi dna
,dniheB
tfeL dlihC
dniheB
tfeL dlihC oN
htob steem
taht alumrof
a gnisu
setar
noitaudarg
setaluclac
.tca
ytilibatnuocca
etats
eht
dna
lanoitacude
s’tnemtraped
eht
yb
detareneg
atad
tuopord
dna
noitaudarg
deweiveR
neewteb
yrav
setar
noitaudarg
dna
tuopord
woh
enimreted
,elbaliava
era
atad
tnetxe eht
oT
.S.U
eht
morf sedoc
noitacol
ot
sloohcs
laudividni
deknil
taht
ecffio scihpargomed
4
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loohcs
larur dna
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,nabru
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susneC
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sti no dehsilbup
tnemtraped
eht
atad
tuopord
dna
noitaudarg
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•
gnoma
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enimreted
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vog.ac.edc.1atad
ta
hsilgnE
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emocni
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,yticinhte
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,.g.e(
seirogetac
cihpargomed
tnereffid
5
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morf
atad
htiw
sisylana
lanoitidda
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noitacude
laiceps
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gnitseT
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morf
dna
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morf atad
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hgiH
ainrofilaC
eht
fo
tcapmi
eht
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,elbaliava
era
atad
tnetxe eht
oT
.)noitanimaxe
tixe
eht fo rotartsinimda
pihsnoitaler
eht
ssessa
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tnetxe
eht
ot ,yllacfiicepS
.setar
tuopord
no
)noitanimaxe
tixe(
6
fo tcapmi eht
tuoba slaicffio
rehto
dna
srolesnuoc
loohcs
hgih deweivretnI
•
.loohcs
fo
tuo
gnippord
dna
noitanimaxe
tixe loohcs
hgih eht
gniliaf
neewteb
.noitanimaxe
eht
ot stcirtsid
rof segnellahc
detaerc
SDAPLAC
hcihw
ni syaw
denimaxE
•
.noitamrofni
troper
rieht gnidrager
setis
beW
’setats
rehto
niatrec
no
noitamrofni
deweiveR
•
fo
gnitroper
dna
noitcelloc
eht
ot tnacfiingis
era
taht
seussi
rehto
yna
ssessa
dna weiveR
7
enimreted
ot sredlohekats
fo
yteirav
a htiw
ekops
dna
smetsys
atad lanidutignol
.atad tuopord
loohcs
,srehcraeser
rof ytilitu
’SDAPLAC
evorpmi
dluoc
etatS
eht hcihw
ni
syaw
.srekam
ycilop
dna ,srotartsinimda
noitatnemucod
dna noitamrofni
fo
sisylana
dna
,stnemucod
gnipocs
dna gninnalp
s’rotiduA
etatS
ainrofilaC
,sevitcejbo
tidua
rof 711‑1102#
tseuqer
tidua
eettimmoC
tiduA
evitalsigeL
tnioJ
:secruoS
.dohteM
deltit nmuloc
elbat eht
ni
defiitnedi
California State Auditor Report 2011-117 15
March 2012
Table 2
Methods to Assess Data Reliability
INFORMATION SYSTEM PURPOSE METHOD AND RESULT CONCLUSION
California Longitudinal Pupil To calculate dropout and • We performed data-set verification procedures and Undetermined
Achievement Data System, graduation rates among electronic testing of key data elements and did not reliability for
California Department of various demographic identify any issues. the purpose of
Education (department) categories and by • We did not perform accuracy and completeness testing this audit.
Data as of August 2011 California High School because the source documentation for this system is not
Exit Examination (exit centrally stored at the department, thereby making such
examination) result for the testing impractical.
2009–10 cohort. • Alternatively, we examined 20 student records from each
of the six school districts we visited to determine how
schools assigned exit codes and whether they conformed
to the department’s instructions. See page 28.
Department’s California To identify students’ • We performed data-set verification procedures and Undetermined
High School Exit performance on their electronic testing of key data elements and did not reliability for
Examination results first attempt at the exit identify any issues. the purpose of
Data for the 2007–08 school year examination during the • We were unable to perform accuracy and completeness this audit.
second half of grade 10. testing as required by government auditing standards
The department contracted with because ETS’ subcontractor previously destroyed the
Educational Testing Service (ETS) hard‑copy student answer documents in accordance with
to provide for the development, the terms of its contract.
administration, scoring, analysis, • Alternatively, we interviewed officials at the department
and reporting of the exit and reviewed relevant documentation to determine
examination. ETS subcontracted whether it conducted any work to verify that student
for the design, printing, and essays were accurately scored. We learned that the
scanning of hard‑copy student department contracted with Human Resources Research
answer documents. Organization (HumRRO) to conduct an independent
evaluation of the exit examination test results through
September 2008. As part of its evaluation, HumRRO
analyzed the consistency with which student essays were
scored for the 2007–08 school year and found that the
results were generally comparable to the 2006–07 school
year and somewhat improved in comparison to
previous years.
• We also interviewed officials at the department,
ETS, and ETS’ subcontractor and reviewed relevant
documentation to determine whether they conducted
any work to verify the accuracy of the electronic file of
student multiple‑choice answers against the hard‑copy
answer documents. Although ETS asserted to us
that it performed quality control measures related to
the accuracy of the data, it was not able to produce the
detailed results of this analysis. We found that the level of
detail ETS provides to the department when reporting the
results of its quality control measures could be improved.
This was communicated to the department in a separate
management letter.
Sources: Various documents and data collected from the department and its contractors.
16 California State Auditor Report 2011-117
March 2012
Terminology Related to Racial and Ethnic Groups, Socioeconomic Status,
and English Language Proficiency
Our data analysis grouped students by racial and ethnic subgroups
based on how they self-identified when enrolling in school. We
generally used the terminology the department included in the
student records in CALPADS. As members of an ethnic group,
Hispanic or Latino students may belong to any race. However, for
clarity, no racial and ethnic subgroups referenced in our statistical
discussions include students from Hispanic or Latino backgrounds,
except for the Hispanic or Latino subgroup itself. In addition, we
counted students who self-identified with more than one racial
background as “two or more” and did not include them in the other
racial and ethnic subgroups; such students comprise only about
1 percent of the 2009–10 cohort. About 1.6 percent of the cohort
did not report their racial or ethnic background; we identify these
students as “not reported” in our analysis.
Additionally, our data analysis identified whether students were
socioeconomically disadvantaged and whether they were English
Language learners (English learners). CALPADS recorded students
as being socioeconomically disadvantaged if they were eligible for
a free or reduced-price lunch program, also known as the National
School Lunch Program, or if neither parent had received a high
school diploma. CALPADS collects several data elements related to
English learners, including their English language acquisition status.
A student’s status as an English learner may end during a student’s
time in high school if the student is reclassified as fluent English
proficient. However, for the tables and data in this report, we
included every student who was designated as an English learner at
any time during grades nine through 12.
California State Auditor Report 2011-117 17
March 2012
Audit Results
The California Longitudinal Pupil Achievement Data System
Appears to Measure Graduation and Dropout Rates Effectively
In our review, we found that the California Longitudinal Pupil
Achievement Data System (CALPADS) generally appears to be
a useful tool for measuring graduation and dropout rates and
that it should allow policy makers and educators to effectively
identify groups of students with the highest dropout rates.
Because CALPADS collects information about individual
students and contains codes indicating the reasons each student
leaves high school, the California Department of Education
(department) can use it to determine dropout and graduation
rates for individual high schools and districts, as well as for the
State as a whole, in a way that meets requirements of state and
federal law. Unlike data from the California Basic Educational
Data System (CBEDS), which did not include student identifiers
of any kind, CALPADS’ data are longitudinal, meaning that the
department can track individual student data from year to year.
Further, because CALPADS avoids the aggregate reporting on
which CBEDS depended, the precision in CALPADS data collection
allows the department to more accurately calculate graduation and
dropout rates.
To determine graduation and dropout rates using CALPADS,
the department uses the formula described in the Introduction.
This formula determines the four-year cohort rates, which
identify the percentages of students who graduate, drop out,
or have some other outcome four years after they started high
school. This formula also properly accounts for students who
transferred to another public school or district, something that
calculations using CBEDS data could not do. In August 2011
the department calculated and published the initial four-year
cohort rates for the class of 2009–10, which we refer to as the
first cohort.
To ensure that schools and districts throughout the State utilize the
same definition of dropout or graduate, the department established
within CALPADS a set of student exit reason codes (exit codes)
from which schools or districts can choose when identifying the
reasons students leave school. Generally, when students leave
school, school staff enter exit dates and exit codes in their school
district’s student information system. The district then extracts this
18 California State Auditor Report 2011-117
March 2012
Reasons a Student Can Be Coded as a
information and submits it to CALPADS.2 Depending on
Dropout in the California Longitudinal
Pupil Achievement Data System the assigned exit code, the department may classify
individual students as graduates or dropouts for that high
The California Department of Education caterogizes a student school or district, or, in some cases, it may remove them
as a dropout when a school or district determines that one of from the cohort. As a result, the department’s ability to
the following situations applies to that student and the
accurately calculate graduation and dropout rates is
California Longitudinal Pupil Achievement Data System
dependent on how uniformly schools and districts use the
(CALPADS) contains no subsequent enrollment for the
exit codes. The exit codes in CALPADS allow the
student for the same reporting year:
department to employ a very precise definition of dropout.
• The student withdrew from or left school, and no The text box explains the scenarios in which the
evidence exists that he or she is in an academic program department considers students to be dropouts.
leading toward a diploma or its equivalent. This includes
students who leave school for jobs, marriage, etc.
Because CALPADS assigns each student a unique
• The student left school after being expelled and was identifier, a key function of the system is its ability to
subsequently referred to another educational service track individual students, thereby leading to dropout rate
institution but never showed up. The school’s or district’s calculations that are more accurate than those reported
attempts to locate the student were unsuccessful.
previously through CBEDS. For instance, according to
• The student left school for unknown reasons or reasons the CALPADS coordinator at Long Beach Unified School
not listed in any of the other codes. District (Long Beach), if a student claims to be transferring
to another school district but CALPADS does not show
• The student withdrew from or left school to enroll in an adult
education program in order to obtain a General Education his or her subsequent enrollment in any public school
Development Test ® certificate or high school diploma but district, the department counts the student as a dropout.
subsequently dropped out of the adult education program. The coordinator explained that in the past, when school
districts were reporting the number of dropouts in CBEDS,
• The student withdrew from or left school to enter an
these students would have been counted erroneously as
institution that is not primarily academic (military, job
corps, justice system, etc.), and the student is not in a transfers and not dropouts because the district lacked
secondary program leading toward a high school diploma. the capability of verifying student enrollment in another
public school district. He stated that, for this reason, the
• The student completed an academic year at a school but
dropout rates reported previously in CBEDS might have
did not return to the same school the following year as
been underestimated.
expected, and no other exit code is appropriate.
• The student withdrew from or left school for medical reasons.
Another significant improvement over the previous
• The student completed all local and state graduation system is a built-in verification process, known as anomaly
requirements but failed the California High School resolution, that allows CALPADS to detect discrepancies
Exit Examination (non-special education student).
in student enrollment. Districts are required to reduce
• The student completed grade 12 without completing the rate of certain anomalies to less than 2 percent
graduation requirements. before they certify their enrollment data. Several types of
anomalies are identified by CALPADS and displayed to
• The student withdrew from or left for nondisciplinary
reasons and transferred to another public school (within districts, including a student being enrolled in more than
or outside the district) in California, and CALPADS one school simultaneously and one student being assigned
contains no subsequent enrollment record for the
student for the same reporting year.
• The student withdrew from one school for disciplinary 2 Although districts may submit data to CALPADS on an ongoing basis, CALPADS
reasons and transferred to another public school in collects snapshots of data, such as enrollment, on specific dates. It then uses
these snapshots to create reports for districts to review and certify by specified
California (within or outside the district), and CALPADS
deadlines. In particular, CALPADS takes snapshots of districts’ enrollment, graduate,
contains no subsequent enrollment for the student for and dropout data on its fall census day, the first Wednesday in October. By
the same reporting year. mid‑December, districts must review and certify this data; however, districts may
amend their data, if need be, until mid‑January. Once the districts certify the data,
Source: California Department of Education. the department calculates the graduation and dropout rates for the State, as well as
for each school and district.
California State Auditor Report 2011-117 19
March 2012
more than one identification number. According to the
administrator of the department’s educational demographics
office, most of these anomalies arise because districts enter
inconsistent information into CALPADS and, as a result, they
need to coordinate with each other to resolve the anomalies.
He explained that once the data are certified, the department
takes into account discrepancies in student exit codes—
such as when a student is coded as a transfer but is never
subsequently enrolled in another California public school—
adjusts the dropout counts accordingly, and then proceeds to
calculate dropout and graduation rates for the State, districts,
and schools.
The process of anomaly resolution is an effective way to
address some of the errors that would otherwise affect reported
dropout and graduation rates. For example, CALPADS enables
districts to review lists of students who may have had more
than one identifier assigned to them and, where appropriate,
to resolve the issue by selecting a single correct identifier to
assign to each student. Uncorrected, this error may result in
a lost transfer, which occurs when CALPADS loses track of a
student during a transfer because he or she is assigned a new
identifier upon arrival at a new school. Such errors increase
the dropout count for the school the student transferred from.
CALPADS can also identify whether a reported exit reason
in a student’s record conflicts with the information that a
district subsequently reported in the system, an anomaly that
the department can use directly to modify the dropout and
graduation rates. For instance, if one school reported that a
student left school for no known reason (which would result in
the student being counted as a dropout) but then the student
subsequently enrolled in a different California public school,
the department would adjust the dropout count so that the
student was no longer counted as a dropout.
CALPADS’ Data Confirm That Graduation and Dropout Rates Vary
Among Different Demographic Subgroups
As discussed, in August 2011 the department published
graduation and dropout data from CALPADS for one four-year
cohort, the class of 2009–10. The data related to this cohort
suggest that graduation and dropout rates differ for certain
demographic subgroups. Because the data are limited to this Because the dropout data from
one cohort, the department, districts, and schools cannot yet CALPADS are limited to this
use them to identify trends over time. However, the data do four‑year cohort, the department,
illustrate the quality and variety of information that CALPADS districts, and schools cannot yet use
can provide to educators and policy makers. In particular, the them to identify trends over time.
department, districts, and schools can use these four-year
20 California State Auditor Report 2011-117
March 2012
graduation rates as the baseline against which they can compare
future four-year graduation rates in order to develop strategies to
demonstrate Adequate Yearly Progress as required by the No Child
Left Behind Act of 2001, which we discuss in the Introduction.
According to its 2011 Adequate Yearly Progress Report Information
Guide, the State’s goal is to achieve a graduation rate of 90 percent.
The State will require all schools and school districts with
grade 12 students to meet this goal by 2019. The department’s
First Annual Report on Dropouts in California, which it released
in August 2011, reported that the State’s graduation rate for the
2009–10 cohort of students was 74.4 percent, and the dropout rate
for this same cohort was 18.2 percent. The remaining 7.4 percent of
students in the cohort were neither graduates nor dropouts; they
included students who were still enrolled in high school after the
fourth year, students who had left school but completed a General
Educational Development Test®, and special education students who
did not receive diplomas.
Figure 5 presents the various graduation and dropout rates, sorted
by race and ethnicity, gender, socioeconomic status, and program
status, such as migrant education. It shows that dropout rates
are higher in certain racial and ethnic groups. For example, the
dropout rate reported by the department for African-American
students was 30.1 percent; for Hispanic or Latino students, it was
22.7 percent.
Socioeconomically disadvantaged We found that socioeconomically disadvantaged students were
students were in general more likely in general more likely to drop out of high school than their peers.
to drop out of high school than their In the 2009–10 cohort, the department reported that 21.8 percent
peers—in the 2009–10 cohort, the of socioeconomically disadvantaged students dropped out,
department reported 21.8 percent of compared to 12.9 percent of other students. However, when we
socioeconomically disadvantaged disaggregated the data, we discovered that the degree to which
students dropped out compared to socioeconomic status affected the likelihood that students might
12.9 percent of other students. drop out varied significantly among certain racial and ethnic
subgroups. As illustrated in Table 3 on page 22, socioeconomically
disadvantaged white and Asian students had higher dropout rates
than white and Asian students who were not socioeconomically
disadvantaged. However, socioeconomic factors did not appear to
affect the likelihood that African-American and Hispanic or Latino
students would drop out.3
3 The data shows that socioeconomically disadvantaged Hispanic or Latino students dropped out
slightly less frequently than other Hispanic or Latino students.
California State Auditor Report 2011-117 21
March 2012
Figure 5
Graduation and Dropout Rates by Race/Ethnicity, Gender, and Program Participation in the 2009–10 Cohort
Graduation rate
Dropout rate
Students who were neither
graduates nor dropouts*
0% 20% 40% 60% 80% 100%
yticinhtE/ecaR
redneG
margorP
Statewide
Asian
Filipino
Two or more races
White
Pacific Islander
Not reported
Hispanic or Latino
American Indian or Alaska Native
African-American
Female
Male
Migrant education
Socioeconomically disadvantaged
Special education
English Language learners
Source: August 2011 data from the California Longitudinal Pupil Achievement Data System, obtained from the California Department of Education’s
DataQuest Web site.
Note: In the Scope and Methodology section on page 16, we discuss our use of racial and ethnic terminology and our process for defining
program participation.
* Includes students who were currently enrolled, non‑diploma special education students, and students who passed the General
Educational Development Test®.
22 California State Auditor Report 2011-117
March 2012
Table 3
Dropout Rates by Socioeconomic Status for Race and Ethnicity Subgroups in the 2009–10 Cohort
STUDENTS WHO WERE NOT STUDENTS WHO WERE
SOCIOECONOMICALLY SOCIOECONOMICALLY
ALL STUDENTS WHO DISADVANTAGED AND DISADVANTAGED AND
DROPPED OUT DROPPED OUT DROPPED OUT
RACE OR ETHNICITY PROPORTION NUMBER PROPORTION NUMBER PROPORTION NUMBER
Asian 7.7% 3,522 5.8% 1,358 9.7% 2,164
African‑American 30.1 12,976 28.1 3,550 30.9 9,426
Not reported 23.3 1,958 21.3 970 25.7 988
Filipino 8.4 1,159 7.5 618 9.8 541
Hispanic or Latino 22.7 54,033 23.6 11,124 22.4 42,909
American Indian or Alaska Native 23.8 1,061 18.1 347 28.1 714
Pacific Islander 20.9 729 19.3 272 22.0 457
Two or more races 10.7 573 6.3 213 18.1 360
White 11.7 18,301 8.1 8,866 20.0 9,435
Totals 18.2% 94,312 12.9% 27,318 21.8% 66,994
Source: California State Auditor’s analysis of data obtained from the California Department of Education’s California Longitudinal Pupil
Achievement Data System as of August 2011.
Note: In the Scope and Methodology section on page 16, we discuss our use of racial and ethnic terminology and our process for defining
socioeconomic status.
Also, as illustrated in Table 4, the dropout rate for English Language
learners (English learners) was higher than for those students who
were not designated as English learners. Because California law
generally requires classes to be taught in English, lack of proficiency
is a predictable barrier to academic success. The dropout rate
for all English learners was 31.1 percent. Our analysis of the data
indicated the dropout rate for English learners in the Hispanic
or Latino subgroup was about 16 percentage points higher than
the dropout rate for students in the Hispanic or Latino subgroup
not designated as English learners. The dropout rate for English
learners in the Asian subgroup was about 14 percentage points
higher than the dropout rate for students in the Asian subgroup
not designated as English learners. However, the dropout rate in
the African-American subgroup did not vary all that much when
considering English learner status.
The data also show that schools in areas with very high or very
low population densities generally had higher dropout rates than
others. As illustrated in Figure 6, students attending high schools in
cities dropped out more frequently than students in other locales.
Students attending schools in rural areas were also slightly more
likely to drop out.
California State Auditor Report 2011-117 23
March 2012
Table 4
Dropout Rates by English Language Learner Status for Race and Ethnicity Subgroups in the 2009–10 Cohort
STUDENTS WHO WERE NOT STUDENTS WHO WERE
ENGLISH LANGUAGE ENGLISH LANGUAGE
ALL STUDENTS WHO LEARNERS AND LEARNERS AND
DROPPED OUT DROPPED OUT DROPPED OUT
RACE OR ETHNICITY PROPORTION NUMBER PROPORTION NUMBER PROPORTION NUMBER
Asian 7.7% 3,522 4.7% 1,668 18.3% 1,854
African‑American 30.1 12,976 30.0 12,689 30.7 287
Not reported 23.3 1,958 22.5 1,686 30.1 272
Filipino 8.4 1,159 7.2 868 16.8 291
Hispanic or Latino 22.7 54,033 17.3 27,771 33.5 26,262
American Indian or Alaska Native 23.8 1,061 23.2 1,001 42.3 60
Pacific Islander 20.9 729 19.4 581 30.1 148
Two or more races 10.7 573 10.5 549 18.6 24
White 11.7 18,301 11.5 17,552 20.8 749
Totals 18.2% 94,312 15.2% 64,365 31.1% 29,947
Source: California State Auditor’s analysis of data obtained from the California Department of Education’s California
Longitudinal Pupil Achievement Data System as of August 2011.
Note: In the Scope and Methodology section on page 16, we discuss our use of racial and ethnic terminology and our
process for defining English Language learners.
Figure 6
Graduation and Dropout Rates by Locale for the 2009–10 Cohort
Graduates
Dropouts
Other outcomes*
City
Suburb
Town
Rural Area
0% 20% 40% 60% 80% 100%
Source: The California Department of Education’s Educational Demographics Office, based on data from its California Longitudinal Pupil
Achievement Data System compared to schools’ U.S. Census locale codes provided by the National Center for Education Statistics.
* Includes students who were currently enrolled, non‑diploma special education students, and students who passed the General Educational
Development Test®.
In addition to completing all mandatory coursework and
fulfilling other local graduation requirements, most public
high school students must pass the California High School Exit
Examination (exit examination) to receive a high school diploma.
24 California State Auditor Report 2011-117
March 2012
The examination contains two portions—an English-language arts
assessment and a mathematics assessment—and most students
must pass both sections to earn a high school diploma. The
first opportunity students have to take the exit examination is in
the second half of grade 10, although students who do not pass
one or both parts of the exit examination in grade 10 can retake
the part or parts they did not pass in grades 11 and 12, and in some
adult education programs.
Our review of the 2009–10 cohort’s test results shows that those
students who passed the exit examination on their first attempt
were much more likely to graduate within four years than those
who did not. As illustrated in Figure 7, students who passed both
the English-language arts and mathematics portions of the exit
examination on their first attempt were much more likely to
graduate from high school within four years than students who
passed only one portion of the examination and failed the other on
their first attempt. Similarly, students who passed only one portion
and failed the other on their first attempt were more likely to
graduate within four years than students who failed both portions
of the examination.
Figure 7
The Effect of Students’ California High School Exit Examination Results on Their First Attempt on Graduation and
Dropout Rates for the 2009–10 Cohort
Graduates
Dropouts
Other outcomes*
Passed both portions
(310,012 students)
Passed one portion and failed the other
(51,314 students)
Failed both portions
(45,293 students)
All other results†
(83,662 students)
Student record not found‡
(28,996 students)
0% 20% 40% 60% 80% 100%
Sources: California State Auditor’s analysis of data obtained from the California Department of Education’s California Longitudinal Pupil
Achievement Data System as of August 2011 and the California High School Exit Examination (exit examination) for the 2007–08 school year.
* This category includes students who were currently enrolled, or non‑diploma special education students, or students who passed the
General Educational Development Test®.
† This category includes students who had not yet entered the California school system as of the final exit examination administration date for
the 2007–08 school year during the second half of grade 10, students who were absent on test day, students whose scores were invalidated,
and students who attempted one section of the exit examination but not the other.
‡ Although these students were enrolled in the California school system at some point during the second half of grade 10, we found no record
of the students attempting the exit examination during that time.
California State Auditor Report 2011-117 25
March 2012
Despite the above-named result, the exit examination may not
represent a substantial barrier to graduation for most students
because the large majority eventually passed the examination.
According to the department’s First Annual Report on Dropouts
in California, CALPADS and other data suggest that the overall
passage rate on the exit examination for the 2009–10 cohort
was 94.4 percent by the end of the students’ fourth year of high
school. According to the exit codes in CALPADS, failure to pass
the examination precluded 4,175 students from receiving their
diplomas, as illustrated in Figure 8. This number may shed only
partial light on the impact of the exit examination on dropout
rates, however, because we cannot determine if failing to pass the
examination had other consequences for particular students. For
example, students who dropped out without completing other
graduation requirements may have also been motivated to drop out
because of their poor performance on the exit examination.
Figure 8
Exit Status for Students in the 2009–10 Cohort Who Did Not Graduate
Non-special education students who
completed all other local and state
graduation requirements but failed the
exit examination—4,175
Students who completed grade 12
but did not complete all graduation
requirements—10,910
Students who stopped attending high
Students who indicated that he school, and CALPADS did not contain
or she transferred to another subsequent enrollment information
California school, but CALPADS for another school—28,670
could not verify this*—61,022
Other†—33,994
Source: The California Department of Education’s (department) Educational Demographics Office’s analysis of data from its California Longitudinal Pupil
Achievement Data System.
* When a school reports that a student is expected to transfer within the State but no subsequent California public school ever reports enrolling the
student, the department refers to the student as a lost transfer.
† This category includes students who were still enrolled in high school, non‑diploma special education students, students who passed the General
Educational Development Test®, and students who exited under various other circumstances, such as passing the California High School Proficiency
Examination or departing school for medical reasons.
26 California State Auditor Report 2011-117
March 2012
Some Challenges Remain for the State in Ensuring That CALPADS
Achieves Its Full Potential
Although CALPADS has substantially improved California’s
collecting and reporting of graduation and dropout data, school
districts still face some challenges in implementing the system.
Specifically, we noted inconsistencies in the school districts’
processes for applying, confirming, and documenting the reasons
why students left high school. These inconsistencies may impact
the accuracy of the exit codes the districts enter into CALPADS,
potentially affecting their graduation and dropout rates.
Additionally, several school districts asserted that certain technical
limitations in CALPADS make the process of uploading student
data to the system cumbersome, and some districts have also found
that maintaining and updating CALPADS has required significant
time and resources.
In addition, CALPADS has yet to fully achieve all of the
Legislature’s stated goals for the system. Specifically, although one
of the goals of CALPADS is to provide a better means of evaluating
the State’s educational progress and the effectiveness of its
investments over time, the department’s primary objective during
the initial development of the system was to ensure it could fulfill
federal reporting requirements. Nevertheless, certain other states
have, or are developing, databases that can produce and track more
robust data than can CALPADS, potentially enabling these states to
further improve their education outcomes.
School Districts’ Efforts to Confirm and Document the Reasons Students
Exited High School Varied
Although CALPADS requires that districts use a standard set of
exit codes when entering the reasons students leave high school,
our review found that the extent to which districts verified and
documented these reasons varied significantly. We reviewed
a total of 120 records selected from listings of students from
the 2009–10 cohort provided by the following school districts:
Delano Joint Union High (Delano), San Francisco Unified
(San Francisco), Los Angeles Unified (Los Angeles), Long Beach,
Oroville Union High (Oroville), and San Diego Unified (San Diego).
We found that many schools had no We found that many schools had no documentation or retained
documentation or retained minimal minimal support for certain exit codes they assigned. However, the
support for certain exit codes variations we noted revealed that school districts could, in some
they assigned. cases, minimize inconsistencies in the data the department uses to
calculate graduation and dropout rates by more carefully following
the department’s guidance.
California State Auditor Report 2011-117 27
March 2012
The degree to which school personnel verified and documented the
reasons students left high school varied depending upon the related
exit codes. When students graduate with a regular high school
diploma, school personnel generally retained strong documentation
in the form of transcripts showing that the students met all
course and exit examination requirements. However, when
students transferred to other California public schools, schools
generally did not verify the exit code. In fact, of the student files
we reviewed, only one contained evidence documenting that the
student ultimately transferred. Federal regulations require schools
to obtain official written documentation of a student’s enrollment
in another California public school to confirm that the student
transferred. Thus, we expected schools to retain documentation
verifying such transfers; however, the remaining student files we
reviewed contained documentation limited to withdrawal and
transfer forms, a note in the student information system, or nothing
at all. In general, for exit codes other than graduating, we found that
some schools retained hard copy documents as their main source
of support, some used notes in their student information systems,
and some relied on a combination of the two. However, in several
instances, schools retained little or no supporting documentation.
In our review, we deliberately selected student records to ensure
that we examined a full spectrum of exit codes across various
schools within the school districts. Because we did not test a
random sample, the results of our tests do not represent the
overall accuracy of the data these school districts submitted to
CALPADS.4 Nonetheless, we present the result of our review of the
120 files in Table 5 on the following page to illustrate the variation
we saw in the accuracy of the different types of exit codes the
schools assigned. Table 5 shows that it was unclear whether
the schools appropriately assigned exit codes for 18 students. The
schools may have assigned some of these codes incorrectly, which
could potentially impact dropout and graduation rates. We also
determined that there were 21 students to whom school staff
assigned incorrect exit codes, but these errors generally did not
affect the graduation and dropout rates; only three of these students
were not correctly assigned to the dropout category, and another
student was not correctly assigned to the graduate category.
4 Table 2 on page 15 in the Scope and Methodology section describes the reasons we did not
perform accuracy and completeness testing of CALPADS.
28 California State Auditor Report 2011-117
March 2012
Table 5
The Appropriateness of Exit Codes That School Districts Assigned to a Selection of Students in the 2009–10 Cohort
IS THE EXIT CODE CORRECT?
TOTAL NUMBER
STUDENT EXIT STATUS EXIT REASON YES NO NOT CLEAR OF EXIT CODES
Graduated with a standard high school diploma 13 1 14
Graduated with a California High School Exit Examination
Graduate 3 3
(exit examination) waiver
Graduated with an exemption from the exit examination 4 1 5
Completed all local and state graduation requirements but failed the
4 3 7
exit examination (non‑special education student)
Completed grade 12 without completing graduation requirements 8 8
Left school and there is no evidence of enrollment in an academic
5 2 5 12
program leading towards a diploma or its equivalent
Other or unknown reason 6 1 1 8
Exited prior to the end of sixth grade 1 1
Dropout Exited during a temporary break such as summer vacation but was
1 1 2
expected to return to the same school after the break but did not
Did not return to school the following school year when expected
7 2 9
to return
Left school to enroll in an adult education program, but the transfer
2 2
to an adult school cannot be verified
Transferred to an institution that is not primarily academic, such
as the military and is not in a program leading towards a high 1 1
school diploma
Transferred to another California public school 13 5 3 21
Removed from
cohort or dropout Transferred to another California public school for
2 2
disciplinary reasons
Was pre‑enrolled but never attended school 2 2
Removed from Transferred to a school in another state 2 2
cohort Transferred outside of the United States 2 2
Verified transfer to an adult education program 1 7 8
Still enrolled 1 1
Passed the California High School Proficiency Examination 1 1
Received a special education certificate of completion 2 1 3
Other Passed the General Educational Development Test® (GED) 2 2
Exited a special education transition program after previously
receiving a certificate of completion, passing the proficiency exam, 2 2
or passing the GED
Left school for medical reasons 1 1 2
Totals 81 21 18 120
Sources: File review conducted by the California State Auditor and the California Department of Education’s May 2011 California Longitudinal Pupil Data
System Data Guide.
Note: We judgmentally selected 20 student records for review at six school districts (10 student records at each of two schools within each
school district).
California State Auditor Report 2011-117 29
March 2012
We noted that some schools had trouble properly documenting
transfers to adult schools. The department designated two codes
for transfers to adult schools: a verified transfer, which the
department does not count as a dropout, and an unverified transfer,
which the department does count as a dropout. A high school may
mark a student as a verified transfer if it determines the student is
still enrolled in the adult school at the beginning of the following
school year. However, several of the schools we visited appeared
to identify adult-school transfers as verified without determining
whether the students were enrolled as required. This verification is
important because, according to the administrator of its educational
demographics office (data administrator), the department does not
require adult schools to report data to CALPADS. Thus, in order
for the department to properly categorize adult-school transfers as
either graduates or dropouts, the prior high school needs to verify
directly with the adult school whether the student was enrolled, as
required by the department’s guidance.
The variation we noted in schools’ verification and documentation of Variation in schools’ verification
some of the reasons students leave school appears to have stemmed and documentation of some of
in part from the inherent challenges schools face when trying to the reasons students leave school
obtain the necessary information, such as difficulties in reaching appears to have stemmed in part
students who stop attending school. While some of these challenges from the inherent challenges in
may be out of the schools’ control, the schools could achieve greater trying to obtain the necessary
consistency in their use of exit codes, such as transfers to adult information—such as reaching
schools, if their staff carefully followed the department’s guidance students who stop attending school.
related to verifying and documenting exit codes. According to
the data administrator, the department began requiring all school
districts to report exit data beginning in the fall of 2005 and has
since provided exit code descriptions to school districts that include
high-level guidance related to verifying and documenting support
for exit codes. In May 2011 the department released its most recent
version of the CALPADS Data Guide, which includes more specific
verification and documentation standards than earlier versions and
appeared to us to be sufficiently instructive.
However, in conducting our fieldwork at the six school districts
between August 2011 and November 2011, we observed a
potential information gap between the department’s guidance and
instructions that school staff consult when selecting an exit code.
In fact, with one exception, the school districts’ written procedures
we reviewed during our fieldwork did not reflect the guidance from
the department because it was either outdated or incomplete. For
example, Long Beach provided its schools with general instructions
for verifying certain exit codes without including the definitions
of the exit codes to assist school staff in making the appropriate
assessments. San Francisco’s procedures, on the other hand,
although revised in September 2011, provided basic definitions but
omitted other important clarifications about the various exit codes.
30 California State Auditor Report 2011-117
March 2012
At six school districts, we observed To reduce this information gap, the school districts should ensure that
a potential information gap their procedures are fully aligned with the department’s most recent
between the department’s guidance version of the CALPADS Data Guide. Further, they should revise their
and instructions that school procedures as necessary each time the department issues an update.
staff consult when selecting an
exit code—the school districts’ Finally, we noted that schools often could not obtain the strongest
procedures were outdated form of support to document student transfers to schools outside
or incomplete. of the State or the country—types of withdrawals that result in the
department removing the students from the cohort rather than
counting them as dropouts. Although the department requires
districts to obtain acceptable documentation of enrollment in
another school when a student moves to another state, parents
may not know which school their child will enroll in before they
relocate. This may present a challenge for school staff in California,
as they may not know which school to contact to request an
official confirmation of enrollment.5 In such cases, a school’s
reliance on less reliable evidence in the form of the parent’s written
confirmation appears reasonable. In fact, the department allows
schools to rely on a parent’s written confirmation to document
a transfer outside of the country. Although such evidence
leaves room for doubt about the accuracy of the exit code, the
department’s instructions appear reasonable given that the cost
and time spent to overcome language barriers in order to verify
enrollment in schools in other countries, or the cost and time
spent to verify enrollment in other states, most likely outweigh the
benefits of having completely reliable documentation.
Some School Districts Stated That CALPADS Can Be Unwieldy and May
Require Significant Local Resources
Although school districts generally noted that the department
has addressed many of the issues they had with CALPADS in the
earlier stages of its implementation, most stated that they continue
to face technical challenges in uploading data to CALPADS. This
appears to stem in part from the technical design of CALPADS
and not from a lack of technical support, as nearly all of the school
officials we interviewed expressed that they received good technical
support from California School Information Services (CSIS). CSIS
offers advice and help to the districts over the phone and through
trainings and Webinars.
As one example of CALPADS’ limitations, districts have to first
extract information from their student information systems and
then upload the data into CALPADS. The process would have
5 Although a similar challenge could present itself when a student moves within the State,
CALPADS would generally detect the student’s subsequent enrollment in a new California
public school.
California State Auditor Report 2011-117 31
March 2012
been more efficient if the system had been designed to regularly
communicate with the various school districts’ information systems
and automatically harmonize the data between them. However,
according to the director of the department’s educational data
management division (data management director), this kind of
communication between systems would not be possible unless all
schools and school districts were to adopt a common data-sharing
framework. According to the data management director, this
would be a cost-prohibitive and potentially challenging project.
Various district officials stated that sending or retrieving data from
CALPADS can sometimes take several days or require multiple
attempts, depending in part on the size of the files and the number
of other districts accessing the system at the same time. The
CALPADS coordinator at Long Beach noted that one way districts
can avoid these problems may be to upload data more frequently.
The frequency with which districts send updates to CALPADS
varies widely—some update every few months while others update
weekly or even daily, with those updating on a weekly or monthly
basis reporting that they have limited resources or staff. According
to the coordinator at Long Beach, CALPADS only requires school
districts to upload data for student enrollments that have changed.
He stated that by reporting changes regularly, such as on a daily
basis, school districts can avoid uploading large batches of data.
In addition, some school districts indicated that they have Some school districts indicated
had to dedicate a substantial amount of time to maintaining that they have had to dedicate
CALPADS. In particular, officials from both San Francisco and a substantial amount of time to
Los Angeles explained that the State underestimated the burden maintaining CALPADS.
that maintaining CALPADS would place on school districts.
San Francisco stated that it had a team of four staff devoted to
updating and maintaining CALPADS, whereas it previously
employed only one person to maintain and report student data
using CBEDS. The director of the school information branch at
Los Angeles stated that budgetary pressures forced the branch
responsible for maintaining CALPADS to cut a number of positions
and as a result the workload for the remaining staff had become
even heavier. She explained that currently Los Angeles relies on
one full-time employee to serve as its CALPADS contact person
plus five staff who work on the system in conjunction with their
other responsibilities. According to a legislative representative in
the government affairs division, the department acknowledges
that the school districts lack adequate funding from the State
for data management related to CALPADS. He stated that the
department has regularly sought additional grant funding for the
school districts but has yet to receive approval from the Legislature
and the governor.
32 California State Auditor Report 2011-117
March 2012
CALPADS Can Provide Valuable Student‑Level Data to Researchers but Is
Not as Robust or Innovative as Some Other States’ Systems
In implementing CALPADS, the Legislature intended the system
to do more than simply enable the State to comply with federal
reporting requirements. Rather, its goals for CALPADS included
allowing the State to evaluate its educational progress and to utilize
its investments over time to increase student achievement. In other
words, the Legislature intended CALPADS to assist educators
in making data-driven decisions. To help in reaching this goal,
the Legislature intended that the State would make CALPADS’
data available to outside researchers who have the resources to
analyze and study it. However, CALPADS’ current capabilities
as well as restrictions in state law may limit the State’s ability to
do this in an efficient manner. The department has taken certain
steps to make CALPADS data and other data public, such as
publishing information on school performance, test scores, student
demographics, and other topics through its DataQuest Web site.6
Nevertheless, the department releases only aggregate information
to the general public in order to protect student privacy, which
limits the data’s utility to outside researchers.7
To obtain and track individual students’ data as units of
measurement, outside researchers must request it directly
from the department, which appears to be time consuming for
both researchers and the department. According to the data
management director, the department evaluates each request for
student-level data to determine whether the requestor’s research
objectives are reasonable and whether the researcher has a genuine
need for student-level data to accomplish these objectives. The data
management director stated that recipients of student-level data
must sign a confidentiality agreement, must not retain any copies
of the data when their research is complete, can only use the data
for the purposes the department authorizes, and must supply copies
of their completed research products to the department.
Although the basic data that CALPADS collects for students from
kindergarten through grade 12 are valuable, some other states
may be taking fuller advantage of the potential for longitudinal
data to improve their educational systems. Based on our review
of Web sites of other states as well as the National Center for
Education Statistics, some states’ longitudinal databases are or
will be capable of collecting more comprehensive data about
students than CALPADS. For example, Massachusetts has an
6 The public can access the DataQuest Web site at data1.cde.ca.gov/dataquest.
7 The Family Educational Rights and Privacy Act, a federal law, as well as provisions of state
law, generally prevent the department from releasing student records except under very
limited circumstances.
California State Auditor Report 2011-117 33
March 2012
early warning system that uses statewide data to assist local Other states may be taking fuller
school districts to identify students who may be at risk of not advantage of the potential for
graduating on time from high school. In particular, the system longitudinal data to improve their
assigns incoming freshmen to one of five risk levels based on their educational systems. The Florida
middle school academic performance and attendance record. In system, for example, links data
addition, Florida has implemented a student-centric longitudinal concerning a variety of school
system that stores various data, including information about information to information about
student demographics, enrollment, courses, test scores, awards, student employment and earnings,
and employment information. These data are longitudinally linked tracks students over time, and
to information about students’ employment and earnings and performs trend analyses.
the system provides capabilities to track students over time and
perform trend analyses. Meanwhile, Texas is developing a system
that it expects to longitudinally link information from the State’s
pre-kindergarten, kindergarten through grade 12, higher education,
and workforce systems.
By comparison, according to California’s chief deputy superintendent
of public instruction (chief deputy), when the department originally
secured funding for CALPADS, the Department of Finance directed
the department to limit the system’s functionality to fulfilling federal
reporting requirements. As a result, he explained, CALPADS
primarily produces reports that the federal government specifically
requires. According to the chief deputy, although CALPADS has
the potential to collect more data, the department has no funding
to expand its data-collecting capabilities at this point. However,
we believe that if the State cannot expand CALPADS to support
initiatives similar to those of other states in the coming years, the
State risks missing the opportunity to be more innovative in using its
student longitudinal data.
Districts Employ a Variety of Strategies That May Assist Students at
Risk of Dropping Out
One potential long-term benefit of CALPADS is that its graduation
and dropout data should help districts to identify and develop
effective approaches for reducing their dropout rates. School
districts currently employ a variety of strategies to address and
mitigate the risk factors that may cause students to drop out.
Some of these strategies involve dedicated dropout programs,
which for the purposes of this audit we define as either programs
that districts offer to students they have specifically identified as
at-risk or programs staffed by employees in positions dedicated to
preventing or reducing dropouts. Other strategies may encompass
efforts that target a wide range of students, including those who
may be at risk of dropping out. Such efforts might involve various
districts’ strategies to academically engage all students in order to
help them succeed.
34 California State Auditor Report 2011-117
March 2012
Recent budget cuts may have affected the districts’ ability to
dedicate resources to preventing students from dropping out.
Although state law does not require districts to operate dropout
prevention programs, in previous years the Legislature enacted a
number of laws with the intent of preventing or reducing dropouts,
including authorizing block grant programs for these purposes.
However, as a result of budget cuts, the Legislature granted the
districts greater discretion in choosing how to spend their funds,
including those it previously provided for dropout prevention. As
a result, some districts may have allocated funds to other needs
that they previously used for dropout prevention. Nonetheless, we
found that all the districts we visited have some dedicated dropout
prevention programs and also conduct other efforts to engage their
students. We summarize these programs and efforts in Table 6
and describe them in more detail in the Appendix, beginning on
page 39.
Table 6
School Districts’ Dropout Prevention Programs and Other Selected Strategies to Assist Students in Graduating
OTHER SELECTED STRATEGIES THAT CAN ASSIST
DROPOUT PREVENTION PROGRAMS* STUDENTS IN GRADUATING
SYSTEMATIC IDENTIFICATION MENTORING AND COUNSELING ACADEMIC TOOLS THAT CAN AID COMMUNITY
SCHOOL DISTRICT OF AT‑RISK STUDENTS FOR AT‑RISK STUDENTS AT‑RISK STUDENTS OUTREACH EFFORTS
Specialized dropout • California High School Exit Regular meetings with
prevention counselors Examination (exit examination) community to identify
support classes assistance available
Delano Joint • English Language learners to students
Union High (English learners)
• Remedial math and English classes
• Continuation Education
• Summer school
Program to identify • Exit examination support classes
and mentor at‑risk • English learners classes
San Francisco Unified ninth graders • Remedial math and English classes
• Continuation Education
• Summer school
Program to track and Specialized counseling for • Exit examination support classes
identify at‑risk students selected at‑risk students • English learners classes
and students who • Remedial math and English classes
Los Angeles Unified may become at risk • Continuation Education
based on risk factors • Summer school
identified through a • Community day schools
regression analysis
Specialized dropout • Exit examination support classes
prevention counselors; • English learners classes
program to intervene with • Remedial math and English classes
Oroville Union High
at‑risk 9th graders • Continuation Education
• Summer school
• Community day school
California State Auditor Report 2011-117 35
March 2012
OTHER SELECTED STRATEGIES THAT CAN ASSIST
DROPOUT PREVENTION PROGRAMS* STUDENTS IN GRADUATING
SYSTEMATIC IDENTIFICATION MENTORING AND COUNSELING ACADEMIC TOOLS THAT CAN AID COMMUNITY
SCHOOL DISTRICT OF AT‑RISK STUDENTS FOR AT‑RISK STUDENTS AT‑RISK STUDENTS OUTREACH EFFORTS
Program to track progress • Peer mentoring for • Exit examination support classes Committee with
of students in meeting at‑risk students • English learners classes community members
graduation requirements • Counseling for selected • Remedial math and English classes to assess the dropout
Long Beach Unified and to allow users to view at‑risk students • Continuation Education issue and create a
aggregate and individual • Summer school strategic plan for
data for students who are • Beach High School for 9th and 10th assisting dropouts
at risk of not graduating graders who are credit deficient
Dedicated dropout • Exit examination support classes Partnership with
prevention department • English learners classes local charities and
overseeing various • Remedial math and English classes a state university to
dropout prevention • Continuation Education provide mental health
programs including • Summer school services on high
the following: • Community day school school campuses
San Diego Unified • Professional mentoring
for at‑risk students
• Task force that
meets to discuss
dropout solutions
• Yearly push to
re‑enroll students
Source: Interviews and documentation review conducted by the California State Auditor.
Note: We visited the six school districts listed and two high schools in each school district. For the purpose of this table, all information is presented
at the school district level.
* For the purposes of this audit, we use the term dropout prevention programs to refer either to programs offered specifically to students whom
schools have identified as being at risk of dropping out or to programs staffed by employees in positions dedicated to preventing dropouts.
State law does not require school districts to systematically measure
the effectiveness of their dropout prevention efforts. However, as
mentioned previously, one potential benefit of CALPADS is that
its data should enable districts to better identify the programs and
efforts that most effectively prevent students from dropping out.
The districts can then allocate their limited resources accordingly.
CALPADS does not currently capture data related to participation
in dropout prevention programs, and given the numerous
contacts a particular student may have with various educators, it
could prove difficult to track all supports each student receives.
However, expanding CALPADS to capture participation in certain
efforts could prove beneficial in understanding the impact of
these efforts. Even without these sorts of changes to the system,
the eventual availability of CALPADS’ data for multiple cohorts
should soon enable the department, the school districts, and other
researchers to identify the school districts that have reduced their
dropout rates through exemplary dropout prevention programs.
36 California State Auditor Report 2011-117
March 2012
Recommendations
To increase consistency, the department should remind schools
and school districts of the importance of aligning their procedures
for recording pupil enrollment and exit data with the CALPADS
Data Guide.
To improve efficiency, the department should inform school
districts of the value of frequently updating the data they transfer
from their local student information systems to CALPADS. Also, to
the extent that the department becomes aware of ways that schools
and school districts can perform CALPADS-related activities more
efficiently, it should provide written guidance to schools and school
districts on these best practices.
To improve the utility of CALPADS and fulfill the legislative intent
of the system, the department should work with the Legislature, the
State Board of Education, and the governor to identify priorities
for building upon the system when funding is available. These
priorities could include tracking student participation in dropout
prevention programs or strategies to measure the effectiveness of
those programs or strategies over time.
California State Auditor Report 2011-117 37
March 2012
We conducted this audit under the authority vested in the California State Auditor by Section 8543
et seq. of the California Government Code and according to generally accepted government auditing
standards. Those standards require that we plan and perform the audit to obtain sufficient, appropriate
evidence to provide a reasonable basis for our findings and conclusions based on our audit objectives
specified in the scope section of the report. We believe that the evidence obtained provides a
reasonable basis for our findings and conclusions based on our audit objectives.
Respectfully submitted,
ELAINE M. HOWLE, CPA
State Auditor
Date: March 15, 2012
Staff: Laura G. Boll, Project Manager
Sean R. Gill, MPP
Lisa Ayrapetyan
Casey Caldwell
Christopher P. Bellows
Legal Counsel: Donna Neville, Associate Chief Counsel
Stephanie Ramirez-Ridgeway, Senior Staff Counsel
IT Audit Support: Michelle J. Baur, CISA, Audit Principal
Sarah Rachael Black, MBA
Richard W. Fry, MPA
Lindsay M. Harris, MBA
For questions regarding the contents of this report, please contact
Margarita Fernández, Chief of Public Affairs, at 916.445.0255.
38 California State Auditor Report 2011-117
March 2012
Blank page inserted for reproduction purposes only.
California State Auditor Report 2011-117 39
March 2012
Appendix
SCHOOL DISTRICTS’ DROPOUT PREVENTION PROGRAMS
Research indicates that dropping out of school is often the result
of a long process of disengagement that may begin before a child
enters school and involves numerous risk factors that may adversely
affect the student’s ability to graduate. Some of these risk factors
relate to the student’s performance: Problems such as poor grades
increase the likelihood that a student will drop out. Other risk
factors originate in the student’s family: High family mobility and a
lack of family commitment to education are both linked to higher
dropout rates. In addition, research shows that poor attendance is
a key indicator that a student is at risk of dropping out. Counselors
and other school district personnel we interviewed generally agreed
with this assessment.
The Joint Legislative Audit Committee asked the California State
Auditor to visit a selection of school districts to determine whether
schools offer dropout prevention programs and, if so, what steps
they take to engage teachers, parents, students, and the community
in these programs. To address this objective, we defined dropout
prevention programs as either programs that schools offer
specifically to students they have identified as at risk of dropping
out or programs staffed by employees whose positions are solely
dedicated to preventing or reducing dropouts. As we indicate
in Table 6 in the Audit Results on pages 34 and 35, we visited
six school districts, each of which offered at least one dropout
prevention program focused on goals such as systematically
identifying at-risk students and preventing at-risk students from
dropping out. The school districts also offered a variety of academic
supports to aid at-risk students, such as credit recovery programs
and small learning communities. We also found that the districts
generally worked with their communities to engage students and
help them succeed. The Figure on the following page shows the
graduation and dropout rates of the districts we visited.
Dropout Prevention Programs
The majority of the dropout prevention programs at the school
districts we visited involve specialized counseling or mentoring
for at-risk students. For example, according to San Diego Unified
School District’s program manager of dropout prevention, the
dropout prevention department organizes a program called
Check and Connect, which she described as a comprehensive
mentoring program in 10 high schools that pairs approximately
300 10th grade students with mentors who will work with them
through their anticipated graduation in 2014. The American
40 California State Auditor Report 2011-117
March 2012
Institutes for Research provided the necessary funding for this
program. Likewise, in fall of 2011 at three partnering high schools,
San Francisco Unified School District used a federal grant to launch
Project Arrive, a program that targets incoming ninth graders who
have a history of truancy with the goal of helping them successfully
transition into high school. Additionally, Delano Joint Union High
School District (Delano) and Oroville Union High School District
indicated they employ counselors, known as outreach consultants,
whose duties include identifying at-risk students and developing
programs or safety nets to assist them.
Figure
The 2009–10 Cohort’s Graduation and Dropout Rates at Six School Districts
Graduation rate
90% Dropout rate
80
70
60
50
40
30
20
10
0
Joi D n e t l U an n o ion Hig S h an Fr U an n c ifi is e c d o Los A U n n g i e fi l e e d s Long U B n e i a fi c e h d O U r n o i v o il n le High San U D n ie ifi g e o d
School District
Source: California Department of Education’s DataQuest Web site’s summary of data from the
California Longitudinal Pupil Achievement Data System.
Based on our fieldwork, we found that teachers, counselors, and
school administrators most often identify and track students who
meet at-risk criteria on a case-by-case basis. However, this method
increases the risk of overlooking certain students. To address this
problem, some of the districts we visited have begun implementing
more systematic approaches. For example, Los Angeles Unified
School District created the Student Alert System to identify
at-risk students. According to the assistant administrative analyst
who developed the system, the Student Alert System consists of
two programs. In general, the first is an early warning system that
California State Auditor Report 2011-117 41
March 2012
identifies students whose performance in academics, attendance,
and other areas is declining, suggesting that intervention may be
helpful. The second is an at-risk system that identifies students who
may be at risk of dropping out because of low grade point averages,
failure to pass the California High School Exit Examination
(exit examination), below basic comprehension in mathematics
or English, attendance problems, or a deficient number of credits
towards graduation. The administrative analyst developed this
system so that it uses the district’s own data about students to
identify the key risk factors.
Similar to this effort, the California Department of Education
(department) is working with the California Comprehensive
Assistance Center at WestEd, a nonpartisan, nonprofit research,
development, and service agency based in San Francisco, and
the National High School Center to pilot an early warning
and intervention project in several districts throughout the State.
The pilot began in June 2011 and is scheduled to end in June 2012.
According to an education programs consultant within the
department’s secondary, career, and adult learning division, the
pilot project uses a free, downloadable spreadsheet that was
developed by the National High School Center. He explained that
this tool gathers data from the school districts’ student information
systems including attendance and academic data, and where
available, behavioral data, to identify students who are at risk.
The consultant stated the department hopes to use the tool to
influence and learn from school districts’ policies, thinking, and
practices, and to improve early identification and intervention with
at-risk students to help them graduate from high school.
Academic Supports
During our review, we found that school districts leverage the
educational options that they already have in place to engage
students and encourage them to succeed. Educators we spoke with
explained that when students have access to curriculums that they
find meaningful and relevant, they become more engaged and
are therefore more likely to graduate. For example, some school
districts we visited indicated that they employ small learning
communities, which may take the form of a school within a school,
a career-based academy, or a grouping of students who remain
together throughout high school. These programs, which offer
common classes and a career-oriented curriculum, can foster a
sense of community among the students who participate, as well
as other benefits. The small learning community model is similar
to the department-sponsored California Partnership Academies,
which began in 1984. The department’s research indicates that even
though half of the students at the Partnership Academies are at risk,
42 California State Auditor Report 2011-117
March 2012
95 percent graduated at the end of 2009–10. Additionally, state
law creates a State Student Attendance Review Board (attendance
review board) and provides for the creation of district-based
attendance review boards. The attendance review board coordinates
statewide policy and assists with personnel training, while district
attendance review boards intervene with chronically truant
students. We found all the districts we visited had attendance
review boards, though the director of research and professional
learning communities (research director) at Long Beach Unified
School District (Long Beach) indicated that the effectiveness of
attendance review boards on older students is lessened, as students
who have reached grade 10 are likely to have already established
patterns of truancy.
In addition, all six of the districts we visited offer specialized
classes, supplementing their core curriculum, to students who
require additional assistance. For example, the districts generally
provide English Language learners with specialized instruction to
increase their proficiency in reading and writing. The districts also
offer classes to students who have not passed the exit examination
or who are below proficiency in mathematics and English. Likewise,
credit recovery classes allow students who have failed classes to
retake them and get back on track towards graduation.
Furthermore, all districts we visited offer nontraditional options
for assisting at-risk students who either struggle in a traditional
classroom setting or have fallen behind and thus are at risk of not
graduating. For instance, some districts provide community day
schools for students who have been expelled from school or have
attendance or behavior issues. The districts tailor these schools to
meet the needs of students who may fit poorly in traditional high
schools. In addition, continuation education programs are offered
to students who are 16 or older and are deemed at risk of not
completing their schooling. In addition to the required academic
courses for graduation, the program of instruction emphasizes
occupational or career orientation or a work-study schedule and
intensive guidance and counseling. Long Beach has also developed
Beach High School to serve ninth and 10th grade students that
have fallen seriously behind in meeting credit requirements.
The school offers a hybrid model of instruction that fuses direct
instruction, computer aided learning, and independent learning
to enable students to engage more fully and take responsibility for
their education. Currently, the high school serves approximately
300 students who may return to their school of origin and
participate in graduation with the class with whom they began
school. Finally, most districts we visited offer summer school to
allow students to make up missed credits.
California State Auditor Report 2011-117 43
March 2012
Community Involvement
We found that some districts we visited have worked with their
communities to decrease the number of students who drop out.
This sort of community involvement can take a variety of forms.
For instance, some districts provide services to students who do
not relate directly to education. In addition to providing counseling
and therapy, schools in these districts may work with local
police and probation officers on the behalf of students. Schools
may also act as a bridge to city or county services. For example,
at Cesar E. Chavez High School in Delano, key administrators,
counselors, and other educators meet with various representatives,
including those from local nonprofits, county services, and clinics.
The school psychologist there explained that in these meetings they
discuss the interventions that are available, both generally and for
specific students who may require help to remain in school.
Aside from providing these sorts of services, some of the districts
we visited explained that they solicit community involvement in
developing dropout prevention policies and interventions. This
can serve to increase the visibility of the issues that cause students
to drop out and to engage the community in preventing dropouts.
Notably, the research director at Long Beach informed us that
during the 2008–09 school year, her district created a 55-member
committee aimed at addressing dropout and graduation rates that
included not only teachers, parents, and students but also personnel
from community-based organizations and higher education. The
committee met to discuss the reasons students dropped out and
the available interventions. According to the research director, the
committee also reviewed best practices and interviewed students
who had dropped out of high school to gain an understanding of
why they left and what could prevent them from dropping out.
The research director explained that the committee proposed
six recommendations to the Long Beach school board, which
chose to include the proposed actions in the district’s strategic
plan and now reports to its school board three times a year on the
implementation of these recommendations.
Finally, all of the districts we visited made at least some effort to
communicate with their communities about their dropout rates.
State law requires districts to publish School Accountability Report
Cards that include schools’ graduation rates, teacher qualifications,
testing results, and other data related to the Academic Performance
Index and Adequate Yearly Progress reports. In addition, several
of the districts we visited use electronic communication to engage
parents and the community in ways that may enable schools to
better prevent dropouts. For example, several districts we visited
utilize School Loop. According to the Long Beach’s research
director, School Loop is a Web-based program that allows students,
44 California State Auditor Report 2011-117
March 2012
parents, teachers, and counselors to view their specific grades,
assignments, and attendance records. School Loop also allows
school or district personnel to disseminate newsletters, bulletins,
and other information. Methods such as School Loop may provide
parents or educators with readier access to information about their
students, giving them another way to help their students succeed.
California State Auditor Report 2011-117 45
March 2012
(Agency response provided as text only.)
California Department of Education
1430 N Street
Sacramento, CA 95814
February 22, 2012
Elaine M. Howle, State Auditor
Bureau of State Audits
555 Capitol Mall, Suite 300
Sacramento, CA 95814
Dear Ms. Howle:
Subject: Response to the Bureau of State Audits’ Draft Audit Report No. 2011-117
This is the California Department of Education’s (Education) response to the Bureau of State Audits’ (BSA)
report titled, High School Graduation and Dropout Data: California’s New Database May Enable the State to
Better Serve Its High School Students Who Are at Risk of Dropping Out, Report No. 2011-117.
Recommendation No. 1:
To increase consistency, the department should remind schools and school districts of the importance of
aligning their procedures for recording pupil enrollment and exit data with the California Longitudinal Pupil
Achievement Data System (CALPADS) Data Guide.
Education’s Comments and Corrective Actions:
Education will issue a reminder to local educational agencies (LEAs) on the importance of following
procedures that are consistent with the CALPADS Data Guide. The reminder will include reference
and links to the relevant guidance and available training, along with contact information for
follow-up questions.
Recommendation No. 2:
To improve efficiency, the department should inform school districts of the value of frequently updating
the data they transfer from their local student information systems to CALPADS. Also, to the extent that the
department becomes aware of ways that schools and school districts can perform CALPADS-related
activities more efficiently, it should provide written guidance to schools and school districts on these
best practices.
Education’s Comments and Corrective Actions:
Education will issue a reminder to LEAs on the importance of updating the data they transfer from their
local student information systems to CALPADS. The reminder will include reference and links to the
relevant guidance and available training, along with contact information for follow-up questions.
46 California State Auditor Report 2011-117
March 2012
Elaine M. Howle, State Auditor
February 22, 2012
Recommendation No. 3:
To improve the utility of CALPADS and achieve the full legislative intent of the system, the department
should work with the Legislature, the State Board of Education, and the governor to identify priorities
for building upon the system when funding is available. These priorities could include tracking student
participation in dropout prevention programs or strategies to measure the effectiveness of those programs
or strategies over time.
Education’s Comments and Corrective Actions:
Education will meet with the Legislature, the State Board of Education, and the Governor’s Office to
determine priorities for building upon the system and to discuss CALPADS-related strategies.
If you have any questions regarding this subject, please contact Kevin W. Chan, Director, Audits and
Investigations Division, by phone at 916-323-1547, or by e-mail at kchan@cde.ca.gov.
Sincerely,
(Signed by: Richard Zeiger)
Richard Zeiger
Chief Deputy Superintendent of Public Instruction
California State Auditor Report 2011-117 47
March 2012
cc: Members of the Legislature
Office of the Lieutenant Governor
Little Hoover Commission
Department of Finance
Attorney General
State Controller
State Treasurer
Legislative Analyst
Senate Office of Research
California Research Bureau
Capitol Press