LAO
Improving California’s Prison Inmate Classification System
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Improving California’s Prison
Inmate Classification System
GABRIEL PETEK
LEGISLATIVE ANALYST
MAY 2019
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Cover photo provided courtesy of the California Department of Corrections and Rehabilitation.
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Executive Summary
Overview of California’s Inmate Classification System. The California Department of
Corrections and Rehabilitation (CDCR) uses an inmate classification system to assign inmates
to different housing security levels and varying degrees of supervision during their daily
activities. Assignment to a housing security level is generally based on inmates’ assessed risk of
misconduct—referred to as their “housing score.” The performance of the inmate classification
system has implications for the safety of staff, inmates, and the public; prison operations and
cost; the size of the inmate population; and inmates’ daily experiences in prison, including their
access to rehabilitation opportunities.
Assessment of Inmate Classification System. In reviewing CDCR’s inmate classification
system, we identified several issues that merit legislative consideration. Specifically we found the
following:
• Housing Score Not Sufficiently Aligned With Departmental Goals. We find that
CDCR may be assigning unnecessary security to inmates who are prone to engage in
minor misconduct, but not in serious misconduct. This approach is inconsistent with the
department’s goal to avoid placing inmates in more secure or restrictive settings than
necessary.
• Accuracy of Housing Score Could Be Limited. We identified several factors that call
into question the accuracy of CDCR’s housing score methodology. Specifically, we found
that: (1) CDCR has modified the methodology without reassessing its accuracy, (2) several
changes—such as to the demographics of the inmate population—could have caused its
accuracy to deteriorate since it was first established, and (3) there is some evidence that
the methodology underweights age. We also found that the methodology for recalculating
inmates’ housing scores annually has never been evaluated.
• Need for Some Overrides of Housing Score Is Unclear. Under certain circumstances,
CDCR staff can override an inmate’s housing score and house the inmate at a security level
different than otherwise called for under the department’s methodology. However, given
that three of the factors for which staff can override a housing score—inmates’ age, time to
serve, and behavior—are already included in the housing score methodology, it is unclear
what additional benefits, if any, these particular overrides provide.
• Access to Lowest Security Settings May Be Overly Restricted. CDCR currently
maintains policies that exclude certain inmates from the lowest security housing and
supervision placements. To the extent that these policies cause certain inmates to be
placed in unnecessarily restrictive environments, they unnecessarily create state costs and
operational challenges.
LAO Recommendations. In order to address the above concerns, we recommend the
Legislature take the following steps to improve the inmate classification process:
• Direct CDCR to Develop New Method for Assignment to Housing Security Level. We
recommend CDCR contract with independent researchers to develop a new methodology
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for assigning inmates to a housing level when they arrive in prison and annually thereafter.
We find that a more effective methodology could reduce prison violence and other
misconduct while minimizing placement of inmates in unnecessarily restrictive environments
that can make them more prone to crime in the long run.
• Consider Options to Expand Access to Lowest Security Settings. We recommend
that the Legislature consider directing CDCR to create processes for allowing low-risk sex
offenders, inmates with more than five years left to serve, and inmates wanted by another
law enforcement agency on minor charges into the lowest security settings. Such changes
could alleviate existing operational challenges and reduce state costs—potentially in the
tens of millions of dollars annually—without jeopardizing prison security or public safety.
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INTRODUCTION
Maintaining a safe environment for inmates and implications for state costs. Moreover, because
staff, as well as preventing inmate escapes, are the system determines where and how inmates are
fundamental aspects of the public safety mission housed and supervised, it significantly affects the
of the California Department of Corrections and daily experiences of individual inmates. In addition,
Rehabilitation (CDCR). The department uses an because housing and supervision placements can
inmate classification system as a key tool to pursue affect inmates’ abilities to earn credits that reduce
this mission. The inmate classification system their prison terms, the classification system can
essentially assigns inmates to housing and varying affect how long some inmates ultimately spend in
degrees of security based on their assessed risk of prison. In this report, we (1) provide background
misconduct and other factors, such as escape risk. information on CDCR’s inmate classification
Accordingly, the classification system significantly system, (2) assess the current system, and
influences how CDCR deploys scarce housing (3) recommend steps to improve it.
space and custody staffing and has important
BACKGROUND
PURPOSE OF INMATE inmates more prone to crime through the influence
of more criminally active peers. We also note that
CLASSIFICATION
inmates placed in more restrictive settings may
Prevent Inmate Escape and Misconduct. One have less access to rehabilitative programming than
of the primary challenges facing prison systems other inmates. In addition, research has found that
is preventing escape and misconduct, which placing inmates in overly restrictive settings can
can range from crimes (such as murder, assault, exacerbate mental illness. Moreover, providing a
and drug trafficking) to more minor violations of higher level of security than is warranted results in
prison rules (such as misuse of food or unexcused an inefficient use of limited resources.
absence from a work assignment). Inmate California’s Current Classification System
classification systems are commonly employed Established Nearly 20 Years Ago. California was
prison management tools that allow prison officials the first state in the nation to use a standardized
to allocate security resources according to inmates’ inmate classification system based on objective
likelihood of escape or misconduct. These systems criteria. This system was first evaluated in the
typically involve procedures to identify inmates 1980s. It subsequently underwent a significant
with a high incentive for escape or risk factors that overhaul and evaluation in the early 2000s, which
make them statistically more likely to engage in formed the basis of the system that is still in place
misconduct. This allows prison officials to place today. The stated goals of CDCR’s system include
such inmates in more secure environments. (1) uniformly placing inmates in the lowest security
It is important to place inmates in the appropriate level necessary to ensure the safety of staff,
security setting for several reasons. On the one inmates, and the public; and (2) generally basing
hand, placing inmates in a setting with insufficient placements on objective information and criteria. In
security could jeopardize the safety of staff, other establishing the inmate classification system, the
inmates, and the public. On the other hand, placing department also sought to maintain a database for
inmates in an overly restrictive setting can create research and evaluation of the system.
other significant problems. For example, it can
create a long-term public safety risk by making
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HOW ARE INMATES CLASSIFIED? Assignment to a
Housing Security Level
CDCR’s inmate classification system
differentiates inmates in two primary ways. CDCR Operates Four Security Levels of
Specifically, the system assigns each inmate Inmate Housing. CDCR categorizes its facilities
a (1) housing security level and (2) custody that house male inmates into security levels ranging
designation. from Level I (lowest security) to Level IV (highest
Housing Security Level. Housing security level security). (Facilities that house female inmates are
generally determines the type of facility where not classified into different security levels as female
inmates are housed. Inmates that the system facilities generally have similar levels of security.)
determines have a higher risk of misconduct or Figure 1 summarizes the security requirements
escape are generally housed in higher security level for each of the four security levels. As shown
facilities that have more security features, such as in the figure, inmates housed in Level I facilities
armed guard coverage or an electric fence. are subject to the least amount of security and
are generally housed in open dormitories (rather
Custody Designation. Custody designation
than cells) that are not required to have perimeter
determines where in the prison inmates may
security—meaning some may be only surrounded
go during the day and the level of supervision
by a razor wire fence or have no fence at all.
they must be under when they are there. For
example, inmates assigned to the lowest custody Inmates housed in Level II facilities generally also
designation may work off prison grounds with live in dormitories, though unlike Level I facilities,
minimal supervision by CDCR correctional officers. Level II facilities are located within the main security
In contrast, inmates with the highest custody perimeter of the prison—meaning behind an electric
designation can only work within the building where fence or wall with guard towers. Inmates housed in
they are housed and must be under the direct Level III and IV facilities live in cells within the main
physical control of correctional officers at all times. security perimeter of the prison. Level IV facilities also
Custody designation also affects inmates’ eligibility often contain additional security features, such as
to be housed in certain facilities. For example, a higher level of armed guard coverage and layouts
based on the combination of their housing level, that provide officers greater visibility of all cells.
custody designation, and other criteria, some We note that, CDCR maintains other housing
inmates are eligible for placement in specialized units that are not part of its four-level security
housing, such as conservation camps (one of the ranking. For example, restricted housing units—
lowest security placements). units which can be used to temporarily house
Below, we provide greater detail on how the inmates as punishment for a serious rule violation
inmate classification system is used to assign or who constitute a particular threat to prison
inmates to a housing security level, a custody security—and reception centers—which house
designation, and specialized housing. inmates when they first arrive in CDCR custody and
have not been fully classified—are not designated
as one of the four security levels.
Figure 1
Higher Security Level Housing Facilities Have More Security Requirementsa
Level Minimum Required Bed Type Minimum Required Perimeter Security Armed Coverage
I (lowest security) Dormitories None None required
II Dormitories Electric fence or wall with guard towers None required
III Cells Electric fence or wall with guard towers External
IV (highest security) Cells Electric fence or wall with guard towers External and internal
a
There may be some exceptions to these requirements.
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Inmates Assigned Housing Score Based inmates avoid serious rule violations, perform well
on Their Risk of Misconduct. When inmates in work or school, or achieve placement in the
arrive at a reception center, they receive a risk lowest custody designation since their housing
assessment in which they are assigned points score was last calculated. For example, if an inmate
totaling from 0 to 999 based on six factors that are remains free of serious disciplinary issues for six
statistically associated with in-prison misconduct. months, two points are subtracted from his or her
These factors are (1) age at first arrest, (2) age score. Conversely, points are added to inmates’
at time of assessment, (3) term length, (4) gang housing scores if they have engaged in certain
membership, (5) number of prior incarcerations, rule violations since their housing score was last
and (6) behavior during prior incarcerations. The calculated. For example, if an inmate commits a
points assigned to each factor are summed to battery on an inmate, four points are added to his
calculate a total housing score. Inmates with higher or her score.
scores are considered to be more likely to engage Current Housing Score Methodology
in misconduct. Figure 2 illustrates how the housing Established Nearly 20 Years Ago. The underlying
score is calculated for two different inmates. basis of the department’s current methodology
Inmates’ housing scores are generally for calculating inmates’ housing scores when they
recalculated annually. Points are subtracted if first arrive in prison was established in the early
Figure 2
Housing Score Is Calculated Based on Factors in Inmates’ Backgrounds
Number of Points Assigned Inmate A Inmate B
Age at First Arrest
Under 18 12 12 —
18 to 21 10 — 10
22 to 29 8 — —
30 to 35 4 — —
36 and Older — — —
Age at Time of Assessment
16 to 20 8 — —
21 to 26 6 — —
27 to 35 4 — 4
36 and Older — — —
Term Length Years x 2 (Up to 50 Points) 5 x 2 = 10 25 X 2 = 50
Gang Member 6 — 6
Number of Prior Incarcerations
Prior Jail or County Juvenile Sentence of 31 Days or More 1 — —
Prior State or Federal Juvenile Incarceration 1 1 —
Prior State or Federal Adult Incarceration 1 — 1
Behavior During Last 12 Months of Prior Incarceration
No Serious Rule Violations -4 -4 —
Serious Rules Violations Violations x 4 — 3 x 4 = 12
Specific Serious Rule Violations During Prior Incarceration
Battery or Attempted Battery on a Non-Inmate Violations x 8 — 2 x 8 = 16
Battery or Attempted Battery on an Inmate Violations x 4 — —
Distribution of Drugs Violations x 4 — 2 x 4 = 8
Possession of a Deadly Weapon Violations x 4 — —
(Doubled if in Last 5 Years)
Inciting a Disturbance Violations x 4 — —
Battery Causing Serious Bodily Injury Violations x 16 — 1 x 16 = 16
Scores 19 123
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2000s by researchers at the University of California, housed in a Level II facility. We note that the current
Los Angeles (UCLA). Specifically, the researchers cut points were established based on research
removed certain factors from the previous conducted by University of California researchers in
methodology that were not found to be statistically 2010 and 2011.
associated with misconduct (such as marital status However, CDCR can override an inmate’s
and military service) and added certain factors housing score and house the inmate at a security
that were associated with misconduct (such as level that is different than otherwise called for under
gang affiliation and mental illness). They then the department’s methodology. An override can
randomly assigned inmates to be housed based happen through one of two ways:
on either the revised or previous methodology.
• Mandatory Overrides. These overrides
After completing an evaluation of the revised
require staff to place inmates at a higher
methodology, the UCLA researchers found it to be
housing level than their score indicates.
more effective in predicting misconduct than the
Currently, there are six mandatory overrides,
previous methodology and it was subsequently
as shown in Figure 4. Five of the six
implemented for all inmates beginning in 2003. (We
mandatory overrides result in inmates being
note that CDCR later removed mental illness from
housed at Level II rather than Level I. These
the methodology in response to a lawsuit.)
overrides are intended to prevent inmates with
Housing Security Level Is Generally
a relatively high risk of escaping or victimizing
Determined by Score, Unless Score Is
the public if they escape from being placed
Overridden. As shown in Figure 3, CDCR has
in Level I facilities. This is because Level I
established certain scores—or “cut points”—that
facilities are generally not surrounded by
divide the range of inmate housing scores into
electric fences or walls with guard towers,
four groups, each corresponding with a different
which are effective in preventing inmate
housing security level. For example, an inmate
escapes. Inmates who are not allowed
with a housing score of 19 through 35 is typically
in Level I facilities include those inmates
who have attempted escape in the past,
Figure 3 have certain histories of violence, or have
Housing Security Level Cut Points committed a registerable sex offense.
• Discretionary Overrides. These overrides
Housing Score Housing Security Level
give CDCR staff the discretion to place
Under 19 I
inmates at a higher or lower housing level
19-35 II
than their score indicates. There are 25
36-59 III
discretionary overrides. For example, staff
60 and Over IV
can house inmates at a lower level due to a
Figure 4
Six Mandatory Overrides of Housing Score
Mandatory Minimum
Reason for Override Housing Level
Sentenced to life without the possibility of parole II
History of escape II
History of sex offense II
History of violence and does not meet certain criteriaa II
Sentenced to life with the possibility of parole and does not meet certain criteriab II
Sentenced to death IV
a
Criteria include being within five years of release and having a minimum of seven years since last violent offense.
b
Criteria include having been evaluated by a psychologist to represent a low or moderate risk of violence and not having a high level of notoriety.
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record of good behavior or their youthfulness, refers to the number of beds that CDCR would
immaturity, or advanced age. Alternatively, operate if it housed only one inmate per cell and
staff can place inmates at a higher security did not “double-bunk” inmates in dormitories.) As
level if their disciplinary records indicate (1) a shown in Figure 6 (see next page), CDCR’s Level I
history of serious problems or (2) that they facilities are only at 85 percent capacity, while Level II
could threaten the security of the facility. Staff and III facilities are over 120 percent of capacity.
can also override an inmate’s housing score if (Given that CDCR often houses two inmates per
the inmate requires medical or psychological cell or double-bunks inmates in dormitories, it is not
treatment that is only available at certain uncommon for the population of a facility to exceed
housing levels. its design capacity to some degree.)
As of June 30, 2018, there were nearly Assignment to a Custody Designation
40,000 inmates in state prison whose housing
CDCR Classifies Inmates Into Six Custody
score was overridden by CDCR staff as a result of
Designations. Once inmates arrive at the prison to
either a mandatory or discretionary override. As
which they were assigned at the reception center,
shown in Figure 5, the majority of these overrides—
they are assigned a custody designation. CDCR
about 25,700—occur from Level I to Level II. Of
uses six custody designations: (1) Maximum,
these particular cases, the vast majority (about
(2) Close, (3) Medium A, (4) Medium B, (5) Minimum
20,000) were moved from Level I to Level II as
A, and (6) Minimum B, which are summarized in
a result of two mandatory overrides—history of
Figure 7 (see next page). As shown in the figure,
violence or sexual offending. This is likely one of the
custody designations affect the level of supervision
primary reasons why Level I facilities are populated
inmates receive during daily activities, with
at less than their design capacity when compared
Maximum requiring the highest level of supervision.
to other housing levels. (Design capacity generally
Figure 5
Most Overrides of Housing Score Occur From Level I to Level IIa
Comparison of Level Based on Housing Score to Actual Housing Level Placement
Level IV
Level III
Level IV
Level III
Level I
Level II Level IV
34,502
Level IV
Level IV
Level II Level II 25,286
20,558 Level III Level III
17,437
Level I
Level I Level III
Level II Level II
Level I
a Excludes inmates who (1) have not yet been assigned a housing score and (2) are housed in a specialized bed that does not have a
designated housing level.
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of the prison to inmates who pose
Figure 6
a low escape risk. For example,
Level I Facilities Are Under Capacitya
as shown in Figure 7, inmates
As of June 30, 2018 with a Minimum B, Minimum A, or
Number of Design Percent of Medium B Custody designation are
Housing Level Inmates Capacity Capacity allowed varying amounts of access
to areas outside the main security
I 10,596 12,505 85%
II 40,689 33,377 122 perimeter. In contrast, inmates with
III 22,938 18,420 125 a Maximum, Close, or Medium A
IV 23,759 14,936 159 designation must live and attend
Totals 97,982 79,238 124% programs and work assignments
a
Excludes inmates who (1) have not yet been assigned a housing score and (2) are housed in a within the main security perimeter
specialized bed that does not have a designated housing level.
of the prison.
In addition, custody designation
We note that CDCR has the flexibility to apply
affects the amount of sentencing credits that
different custody designations to inmates within
some inmates earn. Specifically, inmates who are
the same housing security level. For example, an
placed on Minimum Custody (either Minimum A or
inmate placed on Close Custody receives constant
Minimum B) and are not serving certain sentences
supervision during his work activities, so that staff
(such as a sentence for a violent crime) can earn
can sufficiently account for the inmate’s specific
two days off their sentence for every day served
location at all times. In contrast, an inmate placed
with good behavior. If these inmates were at a
on Medium A Custody in the same housing level
higher custody designation they would instead be
would only receive frequent supervision, so that
earning one day off their sentence for every day
staff can sufficiently ensure that the inmate is
served with good behavior.
present within a permitted work area.
Custody Designation Determined by Various
Custody Designation Can Limit Access
Criteria. Custody designation is assigned based
Outside of Main Perimeter and Credit Earning
on the presence or absence of certain factors as
Rates. CDCR also uses custody designation to limit
follows:
access to areas beyond the main security perimeter
Figure 7
Custody Designation Determines Level of Supervision Provided to Inmate
May Work May Be Housed
Outside Main and Work
Custody Required to Security Off Prison
Designation Required Level of Supervision During Daily Activities Live in Cells? Perimeter? Grounds?
Minimum B Sufficient supervision to ensure the inmate is present. No Yes Yes
(least supervision)
Minimum A Observed at least hourly if assigned outside the main No Yes No
security perimeter and sufficient supervision to ensure
the inmate is present if inside the main security perimeter.
Medium B Frequent and direct supervision while inside the main No Yes No
security perimeter and direct and constant supervision
while outside the main security perimeter.
Medium A Frequent and direct supervision. No No No
Close Direct and constant supervision. Yesa No No
Maximum Direct physical control of inmate by custody staff at all Yes No No
(most supervision) times.
a
Female inmates placed on Close Custody may be housed in certain dormitories.
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• Maximum Custody. Inmates who are However, some specialized housing placements—
temporarily living in a restricted housing which tend to be the most and least restrictive
unit often as punishment for committing housing in CDCR—do depend on inmates’ custody
particularly severe rule violations, such as designation. For example, to be eligible for a
assault or possession of a weapon. Minimum Support Facility (MSF) or conservation
• Close Custody. Inmates who meet certain camp—both types of Level I facilities that are
criteria, such as those who (1) are in the first outside the main security perimeter of prisons—
5 years of a sentence of 25 years or more to inmates must not only be eligible for Level I
life, (2) have a history of escape, or (3) have placement, but they must have a Minimum B
committed a severe rule violation. Custody designation, as this allows them to live
and work outside of a secure perimeter. (Please
• Medium A and B Custody. Inmates who
see the box on the next page for more information
are not required to be on Maximum or Close
about MSFs and conservation camps.)
Custody and do not meet the criteria for
Minimum Custody. The default designation Specialized Housing Can Affect Inmates’
is generally Medium A. However, inmates are Credit Earning Status. In some cases, inmates
assigned Medium B Custody in certain cases, housed in conservation camps can earn time off
such as if there is a need for them to work of their prison sentence faster than they would if
outside the main security perimeter of the housed elsewhere at Minimum Custody, such as in
prison. an MSF. For example, offenders serving terms for
violent felonies can earn one day off of their prison
• Minimum A and B Custody. Inmates who
sentence for every day they serve with good behavior
meet various criteria including having a housing
in a conservation camp rather than only one day off
score of 35 or lower with no mandatory
for every four days they serve if housed elsewhere.
overrides applied (such as having committed a
registerable sex offense). Inmates must also not
be wanted by law enforcement for a felony and
must be within five years of
release. Inmates are generally
Figure 8
only assigned Minimum B
Most Inmates Placed on Medium A Custodya
Custody if they are placed
2018
in a program that requires Maximum
(Most Supervision) Minimum B
them to live outside the main 5% (Least Supervision)
10%
security perimeter of a prison,
Minimum A
such as a conservation camp. 2%
Medium B
Figure 8 shows the breakdown Close 5%
10%
of the inmate population by
custody designation. The majority
of inmates are placed on Medium
A Custody.
Assignment to
Medium A
Specialized Housing 68%
Based on Both Housing Level
and Custody Designation. In Total: 109,379
most cases, inmates’ housing
placements are not affected
a Excludes inmates who have not been assigned a custody designation.
by their custody designation.
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Minimum Support Facilities (MSFs) and Conservation Camps
MSFs are located on prison grounds but are outside of the main security perimeter of the
prison. Inmates in MSFs provide important forms of operational support to prisons, such as
grounds keeping and fire protection. In addition, when certain areas of the prison are “locked
down”—meaning that inmates are confined to their dormitories or cells and cannot go to their
regularly scheduled work assignments within the prison due to security concerns—MSF inmates
temporarily fill these inmates’ jobs so that key aspects of prison operations that depend on
inmate labor (such as the kitchen and laundry) can continue to function.
Conservation camps are located off prison grounds, often in remote areas of the state.
Inmates in conservation camps contribute to state wildfire fighting efforts by serving on hand
crews. (Hand crews are usually made up of 17 workers that cut “fire lines”—gaps where all fire
fuel and vegetation is removed—with chain saws and hand tools.) There are about 3,500 inmates
housed in 42 conservation camps throughout the state that are generally jointly operated by the
California Department of Corrections and Rehabilitation and the California Department of Forestry
and Fire Protection. When not responding to fires, these inmates are available to support fire
prevention and other resource conservation projects.
ASSESSMENT OF CDCR’S INMATE CLASSIFICATION
SYSTEM
In reviewing CDCR’s inmate classification Housing Score Not Sufficiently
system, we identified several issues that merit
Aligned With Departmental Goals
legislative consideration. As summarized in
Figure 9, we found that (1) the housing score Higher Points Given for Any Misconduct. As
methodology is not sufficiently aligned with the previously indicated, one of the stated goals of
goals of the department’s inmate classification CDCR’s inmate classification system is to uniformly
system, (2) the accuracy of the housing score place inmates in the lowest security level consistent
methodology could be limited, (3) the need for with the safety of staff, inmates, and the public. To
some discretionary overrides of the housing score put it another way, CDCR’s goal is to ensure that
is unclear, and (4) access to Level I housing and inmates are not placed in a higher housing security
Minimum Custody designations may be overly level (more restrictive) than necessary. However,
restricted. We discuss each of our findings in more the department’s housing score methodology is
detail below. designed to assign higher points to inmates likely
Figure 9
Review of Inmate Classification System—Summary of Major Findings
9
Housing score not sufficiently aligned with departmental goals.
9
Accuracy of housing score could be limited.
9
Need for some discretionary overrides of housing score is unclear.
9
Access to Level I and Minimum Custody may be overly restricted.
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to engage in any misconduct—meaning both Impact of Modification Made to Scoring
serious and nonserious misconduct. For example, Methodology Has Not Been Assessed. As
the system allocates the same amount of points to discussed above, the underlying basis of the
an inmate likely to engage in serious misconduct department’s current methodology for calculating
(such as assault) as an inmate likely to engage in inmates’ housing scores when they first arrive
minor misconduct (such as use of vulgar language) in prison was established in the early 2000s by
and may not require additional security resources. researchers at UCLA. In 2008, in response to a
Accordingly, CDCR may be assigning unnecessary lawsuit, CDCR removed mental illness from the
security to inmates who are prone to engage in set of factors that increased inmates’ scores. The
minor misconduct, but not in serious misconduct. department or external researchers, however,
This approach is inconsistent with CDCR’s goals have not assessed the impact of this modification
because it may result in inmates who do not on the accuracy of the score in predicting inmate
represent a serious safety concern being placed in misconduct—making it unclear whether the scoring
more restrictive settings than necessary. Moreover, methodology is more or less accurate.
it also results in an inefficient use of limited security Several Changes Could Have Impacted
resources. Accuracy of Methodology. The researchers
who established CDCR’s current housing score
Accuracy of Housing Score
methodology in the early 2000s used data on
Could Be Limited
the conduct and characteristics of inmates from
the late 1990s. Accordingly, the current system
As discussed above, the accuracy of CDCR’s
effectively assigns risk scores to current inmates
housing score methodology has important
based on how similar they are to inmates that
implications for prison security, costs, and inmates’
engaged in misconduct in the 1990s. For example,
experiences while incarcerated. If the system
because the researchers found that inmates in
incorrectly assesses certain inmates as having
the late 1990’s who were first arrested at a young
relatively high risks of misconduct, these inmates
age were more likely to engage in misconduct,
could be placed in more restrictive housing than
the system assigns higher risk scores to current
necessary. Such a placement potentially threatens
inmates who share this characteristic. However,
public safety as it could make inmates more prone
any changes in the underlying relationships
to crime. In contrast, if the system incorrectly
between these characteristics and misconduct may
assesses certain inmates as having relatively low
have caused the accuracy of the assessment to
risks of misconduct, these inmates could jeopardize
deteriorate over time. For example, if inmates who
public safety through escape or misconduct.
were first arrested at a young age no longer engage
In our review of CDCR’s housing score
in misconduct at higher rates than other inmates,
methodology, we identified several factors that call
this would cause the accuracy of the assessment
into question the accuracy of the methodology in
to decrease. Experts who study risk assessments
predicting misconduct. Specifically, we find that
designed to predict outcomes for a certain
(1) CDCR has modified the methodology without
population generally recommend reassessing
reassessing its accuracy, (2) several changes—such
the accuracy of such tools whenever there are
as to the demographics of the inmate population—
significant changes in the population for which the
could have caused its accuracy to deteriorate
tool is used.
over time, and (3) researchers have found some
We find that several key changes could
evidence suggesting that age is underweighted
have caused the relationships between inmate
in the methodology. Furthermore, we find that the
characteristics and misconduct to change over
methodology for recalculating inmates’ housing
time. These include changes in the following areas:
scores annually has never been evaluated in
terms of accurately reflecting changes in inmates’
• Inmate Demographics. The demographics
likelihood of committing misconduct.
of the state’s inmate population have
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changed significantly since the housing score law.) As shown in Figure 10, inmates are,
methodology was developed using inmate on average, older and more likely to be
data from the late 1990s. This is largely due serving a term for a crime against persons
to changes in sentencing law such as the now than they were when the housing score
2011 realignment, which shifted responsibility methodology was developed. Accordingly, it
for housing lower-level felons from the state to is possible that shifting demographics have
the counties. (Please see the nearby box for changed the relationships between inmate
an overview of recent changes in sentencing characteristics used to calculate the housing
Figure 10
Inmate Demographics Have Changed Since 1999
Inmate Population by Type of Offense
1999 2017
Crimes Against Persons
Drug Crimes
Property Crimes
Other Crimes
Inmate Population by Age
1999 2017
18-29
30-39
40-49
50 and Older
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score and actual inmate misconduct, likely example, the average inmate today may be
reducing the accuracy of the tool. less likely to engage in misconduct due to
• How Inmates Are Housed. Since 2000, reduced overcrowding but gang affiliated
there have been two substantial changes in inmates may be more likely to engage in
inmate housing conditions. First, the state has misconduct today due to the greater presence
significantly reduced the level of overcrowding of gang leaders in general population
in its prisons. As of January 31, 2000 state environments.
prisons were at about 195 percent of their • Inmate Incentives. The incentives for inmates
design capacity. However, by July 25, 2018, to avoid misconduct have increased. First,
state prisons were populated at 136 percent CDCR has increased the number of inmates
of their design capacity. Some research who are eligible to earn time off of their
has found that this reduction in prison sentences for maintaining good behavior. For
overcrowding significantly reduced the amount example, since 2017 CDCR began allowing
of assaults and batteries committed by certain offenders to reduce their prison
inmates in California. Second, in recent years, sentences by as much as a third through
CDCR has shifted many prison gang leaders avoiding misconduct. Second, the number of
from restricted housing—where they have inmates considered for release by the Board
little communication with other inmates—to of Parole Hearings (BPH) before serving their
general population environments as a result entire sentence has increased. For example,
of a federal court order limiting the use of Proposition 57 (2016) made nonviolent
restricted housing. It is plausible that these offenders eligible for parole consideration.
changes may have altered the relationships Because BPH weighs avoiding misconduct
between inmates’ characteristics and their favorably, inmates who are eligible for release
tendencies to engage in misconduct. For
Recent Policy Changes Impacting the Inmate Population
In recent years, the Legislature and voters have enacted various constitutional and statutory
changes that significantly impacted the composition of the state’s inmate population. Some of
the major changes include:
• 2011 Realignment. In 2011, the Legislature adopted legislation that limited who could be
sent to state prison. Specifically, it required that certain lower-level offenders serve their
incarceration terms in county jail. Additionally, the legislation required that counties, rather
than the state, supervise certain lower-level offenders released from state prison.
• Proposition 36 (2012). Proposition 36 reduced prison sentences for certain offenders
subject to the state’s existing three-strikes law whose most recent offenses were
nonserious, nonviolent felonies. It also allowed certain offenders serving life sentences to
apply for reduced sentences.
• Proposition 47 (2014). Proposition 47 reduced penalties for certain offenders convicted of
nonserious and nonviolent property and drug crimes from felonies to misdemeanors. It also
allowed certain offenders who had been previously convicted of such crimes to apply for
reduced sentences.
• Proposition 57 (2016). Proposition 57 expanded inmate eligibility for parole consideration,
increased the state’s authority to reduce inmates’ sentences due to good behavior and/or
the completion of rehabilitation programs, and mandated that judges determine whether
youth be subject to adult sentences in criminal court.
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by BPH have a strong incentive to avoid age than by using their housing score alone.
misconduct. This suggests that, even though housing score
• Access to Rehabilitation Programs. CDCR methodology is intended to include the effect of
has significantly increased the number of age on the likelihood of misconduct, it does not
rehabilitation programs offered and the give a strong enough weight to age relative to
amount of time that inmates can earn off the other factors. Accordingly, the researchers
of their sentences from completing such recommended that CDCR commission a study to
programs. To the extent these programs are investigate whether a new housing score system
effective in reducing misconduct, greater might perform better. However, such a study has
participation in these programs may make not been done at this time.
some inmates less likely to engage in Accuracy of Method for Annual Recalculation
misconduct. of Housing Score Never Assessed. The UCLA
• Data Quality. The quality of CDCR data on researchers that developed CDCR’s housing
inmate characteristics and behavior has also score system in the early 2000s only assessed
likely improved. This is because CDCR has the accuracy of the methodology they developed
expanded and updated its data systems to calculate inmates’ initial housing scores at
significantly over the last two decades, reception centers. They did not assess the
allowing the department to capture more accuracy of CDCR’s methodology for adding or
detailed and likely more accurate information subtracting points from inmates’ housing scores
about inmate characteristics and conduct. annually thereafter. As such, it is unclear whether
Moreover, the quality of data on inmate gang the factors that CDCR uses to move inmates’
involvement has likely improved since the late score up and down after their initial placement
1990s because CDCR did not use inmate accurately reflect changes in inmates’ risk of
gang affiliation data for the purposes of misconduct. Moreover, even if the factors used
inmate classification at that time. Accordingly, to adjust the score are appropriate, it is unclear if
the researchers who developed the housing the amount that the score is adjusted is consistent
score methodology have informed us that with inmates’ change in risk. This could mean
inmates currently labeled as gang affiliated that CDCR is housing inmates in either overly or
are probably more likely to be actually gang insufficiently restrictive settings as a result of the
affiliated than inmates labeled as such in the annual recalculation.
data they used to develop the methodology
Need for Some Discretionary
nearly two decades ago.
Overrides of Housing Score Is Unclear
Researchers Have Raised Concerns About
As discussed above, there are several reasons
Score Accuracy. As mentioned earlier in this
why inmate classification staff can choose to place
report, CDCR commissioned University of California
inmates in a housing level that is inconsistent with
researchers in 2010 to assess whether there
their score. Three of these reasons—inmates’
are any natural “tipping points” that correspond
age, time to serve, and behavior—are factors
with clear increases in misconduct along the
that are currently included in the housing score
continuum of inmate housing scores. While this
methodology. Thus, it is unclear what additional
study was not an evaluation of the accuracy of
benefit, if any, these overrides would provide if
the housing score in assessing inmates’ risk of
inmates’ scores already reflect the statistical impact
misconduct, the researchers did inadvertently
of their age, time to serve, and behavior on their
uncover some evidence suggesting that inmate
likelihoods of misconduct. Research suggests
age appeared to be underweighted in the housing
that risk assessments, such as the housing score,
score methodology. Specifically, the researchers
generally more accurately predict risk than humans
found that they were able to better predict inmate
can by applying their judgement. Accordingly, the
misconduct using inmates’ housing scores and
use of judgement to override a risk assessment
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in these cases raises concerns that it may be Static-99 assessment that CDCR currently uses
causing inmates to be assigned to either overly or to identify low-risk sex offenders. This suggests
insufficiently restrictive housing. Moreover, to the that the department may not need to exclude all
extent that staff overrides are necessary because sex registrants from Level I facilities and Minimum
of the inaccuracy of the housing score, it could be Custody given that it can identify the subset of sex
indicative that age, time to serve, or behavior are offenders who pose a minimal risk to public safety.
not appropriately weighted in the housing score Accordingly, the current policy has the potential to
methodology. Such inaccuracy could be due to the unnecessarily exclude some low-risk sex offenders
factors discussed above that have likely caused the from Level I facilities (including conservation camps
accuracy of the score to decline since it was first and MSFs) and Minimum Custody.
developed. Unclear Why Inmates With Longer Time Left
to Serve Are Excluded From Minimum Custody.
Access to Level I and Minimum
As previously indicated, inmates with more than
Custody May Be Overly Restricted
five years left to serve are currently excluded from
Minimum A and B Custody designations. The
CDCR’s policies for limiting inmates’ access to
underlying rationale is that such inmates have a
Level I housing and Minimum Custody designation
greater incentive to escape to avoid serving the
appear to be overly restrictive in a few ways.
remainder of their sentences relative to those
Specifically, it is unclear why low-risk sex offenders
inmates within less than five years of release. Given
are excluded from Level I housing and Minimum
this policy, those inmates with more than five years
Custody and why inmates with more than five
to serve are therefore ineligible from being housed
years left to serve or minor felony detainers are
in conservation camps and MSFs. While it appears
excluded from Minimum Custody. To the extent that
reasonable to assume that inmates above a certain
these policies cause certain inmates to be placed
number of years left to serve have relatively more to
in unnecessarily restrictive environments, they
gain from escaping prison, it is unclear why or how
unnecessarily create state costs and operational
CDCR concluded that five years was an appropriate
challenges. We discuss these concerns in further
cutoff point.
detail below.
Unclear Why Inmates With Minor Felony
Unclear Why Low-Risk Sex Offenders Are
Detainers Are Excluded From Minimum Custody.
Excluded From Level I and Minimum Custody.
District attorneys, courts, and law enforcement
Currently, CDCR excludes all inmates who have
agencies may notify CDCR that an inmate is
committed a registerable sex offense—including
wanted by that agency for a felony and in some
those who are not currently serving a term for
cases request that the inmate be released into
that offense—from Level I facilities and from
the agency’s custody after completing his or her
Minimum A and B Custody designations. This is
prison term. This is referred to as a detainer. For
based on the assumption that these particular
example, after an inmate is committed to prison
offenders pose a greater threat to public safety
for a certain crime, a law enforcement agency
if they were to escape when compared to other
may discover evidence implicating that inmate in
offenders. However, research suggests that the
a separate crime that occurred before the inmate
risk of sexual reoffending decreases markedly with
was incarcerated. The agency could then issue a
time that offenders remain sex offense free in the
detainer to CDCR for that inmate. As discussed
community. Specifically, some individuals who have
earlier, inmates with outstanding felony detainers
committed a sex offense in the past but are not
are excluded from Minimum Custody, and therefore
committing new sex offenses eventually become
ineligible for placement in conservation camps and
less likely to commit a sex offense than an offender
MSFs. The rationale is that such inmates have an
with no history of sexual offending. Moreover,
incentive to escape from prison to avoid facing
research shows that the risk of an offender
felony charges. However, inmates facing minor
sexually reoffending can be reliably predicted with
felony charges have a relatively similar incentive
widely accepted risk assessments, such as the
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to escape compared to inmates with no felony of bed space in state prisons that could have
charges. For example, an inmate with one year otherwise been freed up to the extent CDCR
left to serve on his or her current sentence and an moved additional inmates to conservation camps.
outstanding detainer for an offense that carries a This is because the state currently can only house
two year prison term would have a similar incentive a limited number of inmates in state owned and
to escape as an inmate with three years left to operated prisons—not including conservation
serve but with no felony detainer. However, only the camps—due to a court-ordered cap on the number
inmate with no felony detainer would be eligible for of inmates that can be housed in such facilities and
Minimum Custody. Accordingly, the current policy utilizes contract beds to help meet this population
has the potential to unnecessarily exclude some cap. (See the nearby text box for more information
inmates with detainers from Minimum Custody. on the court-ordered prison population cap.) We
State Prison Costs and Operational note that it currently costs about $18,000 more
Challenges. The unnecessary exclusions of certain annually to house an inmate in a contract bed
inmates from Level I facilities and Minimum Custody than in a state prison bed or a conservation camp.
likely increase state prison costs in two ways. First, As of February 27, 2019 the state housed nearly
because inmates assigned to Minimum Custody or 3,500 inmates in conservation camps, though
housed in a conservation camp can earn credits camps have a total design capacity of nearly 4,700.
at higher rates than they otherwise would, placing Accordingly, CDCRs overly expansive exclusions
them in higher-level facilities results in them serving on camp eligibly—which have contributed to the
longer sentences than otherwise. This, in turn, roughly 1,000 vacant camp beds—could be costing
increases the inmate population and associated the state tens of millions of dollars annually in
state costs. unnecessary expenditures on contract beds.
Second, it results in the state spending more In addition to increasing state prison costs, these
than necessary on contract beds due to a lack exclusions can exacerbate operational challenges
Federal Court Ordered California to Limit Prison Population
In November 2006, plaintiffs in two ongoing class action lawsuits—now called Plata v.
Newsom (involving inmate medical care) and Coleman v. Newsom (involving inmate mental health
care)—filed motions for the courts to convene a three-judge panel pursuant to the U.S. Prison
Litigation Reform Act. On August 4, 2009, the three-judge panel declared that overcrowding in
the state’s prison system was the primary reason that the California Department of Corrections
and Rehabilitation (CDCR) was unable to provide inmates with constitutionally adequate health
care. Specifically, the court ruled that in order for CDCR to provide such care, overcrowding
would have to be reduced to no more than 137.5 percent of the design capacity of the prison
system. (Design capacity generally refers to the number of beds that CDCR would operate if it
housed only one inmate per cell.) The court ruling applies to the number of inmates in prisons
operated by CDCR, and does not preclude the state from holding additional offenders in other
public facilities (such as conservation camps) or private facilities.
To comply with the prison population cap, the state took a number of actions, including
(1) housing inmates in contracted facilities, (2) constructing additional prison capacity, and
(3) reducing the inmate population through several policy changes. For example, in 2011, the
state shifted the responsibility for housing and supervising certain lower-level felons to counties.
In addition, Proposition 57 (2016) led to a reduction in the prison population by expanding
inmate eligibility for parole consideration and increasing the state’s authority to reduce inmates’
sentences due to good behavior and/or the completion of rehabilitation programs.
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faced by CDCR. Specifically, CDCR currently has inmates. This is important because CDCR can
challenges filling inmate jobs in MSFs due to a lack face challenges in placing inmates in facilities that
of inmates who qualify for both Level I and Minimum simultaneously meet their rehabilitative, medical,
Custody placements. Allowing more inmates to mental health, and security needs.
receive these placements, and thus qualify to live State Firefighting Costs and Operational
in an MSF, would likely help CDCR to fill these Challenges. Finally, by contributing to the roughly
inmate jobs. This in turn, could help support prison 1,000 vacant conservation camp beds, these
operations, such as grounds keeping or facility fire exclusions reduce the number of inmates who
protection, and help support facilities that need would otherwise be available to support state
additional inmate workers due to lockdowns. wildfire fighting and prevention efforts. When
Moreover, by excluding low-risk sex insufficient inmate hand crews are available,
offenders from all Level I facilities, these policies the state must use other hand crews—such as
unnecessarily increase the number of inmates those formed by employees of federal agencies
who must be housed in Level II facilities. However, or private companies—which can increase
currently, Level I facilities are populated at less than costs. Furthermore, to the extent CDCR could
100 percent of their design capacity, while Level II increase the population of conservation camps,
facilities are populated at over 100 percent of their the California Department of Forestry and Fire
design capacity. To the extent that CDCR could Protection could accomplish more fire prevention
increase the population of Level I facilities, it could work—such as fuel reduction—when inmates are
potentially create more flexibility for housing Level II not actively engaged in fighting fires.
LAO RECOMMENDATIONS
Based on our assessment of CDCR’s policies security resources and/or (2) using a methodology
and practices for assigning inmates to varying that gives weight to different types of misconduct
levels of housing security and supervision by staff, based on severity. We also recommend that the
we recommend the Legislature take certain steps new scoring methodology be periodically assessed
to improve the inmate classification process. to ensure it remains effective in accurately
Specifically, we recommend that the Legislature predicting inmate misconduct.
(1) direct CDCR to contract with independent By developing a new methodology, CDCR and
researchers to develop a new methodology for the researchers will be able to (1) consider what
assigning inmates to housing levels and (2) consider forms of misconduct require additional security
various options to expand access to Level I facilities resources; (2) utilize recent data, which is likely
and Minimum Custody. We discuss each of these more accurate, detailed, and reflective of current
recommendations in greater detail below. realities than past data; and (3) potentially eliminate
the need for some manual overrides of the score.
Develop New Housing Score
Together, these factors would likely allow CDCR
Methodology
to more accurately predict inmate misconduct and
improve its ability to assign inmates to appropriate
We recommend that the Legislature direct
levels of security. This in turn, could help CDCR
CDCR to contract with independent researchers to
reduce prison violence and other misconduct while
develop a new methodology for assigning inmates
minimizing placement of inmates in unnecessarily
to a housing level when they arrive at a reception
restrictive environments that can make them more
center and annually thereafter. In our view, the
prone to crime in the long run. In addition, a more
researchers should develop the methodology by
accurate methodology could eliminate the need
(1) using recent data and outcome variables that
to override housing score based on age, behavior,
capture only misconduct that justifies additional
and sentence length using human judgement.
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We estimate that the cost of developing a new as having not committed a violent offense for at
methodology would not likely exceed $1 million and least seven years—staff have the discretion to
could take a couple years. Until a new methodology remove the override. Similarly, CDCR also conducts
is implemented statewide, we think it makes sense case-by-case reviews for inmates with life terms,
for CDCR to continue using its existing system for and gang member status who are seeking entrance
assigning inmates to a housing level. to Level I facilities or Minimum Custody status. In
addition, we recommend that the Legislature direct
Consider Options to Expand Access
the department to report on the number of inmates
to Level I and Minimum Custody that would likely be affected if a review process
were implemented for low-risk sex offenders.
As discussed above, access to Level I and
Reducing Time-to-Serve Restrictions for
Minimum A and B Custody designations may
Minimum Custody. We recommend that the
be overly restricted for certain inmates (such
Legislature consider directing CDCR to allow
as inmates who have committed a sex offense
inmates with more than five years left to serve (up
but nevertheless have a low risk of recidivism).
to some new, higher cut-off point) to gain Minimum
Accordingly, there are likely certain low-risk
Custody status. To help the Legislature determine
inmates that could be placed in Level I housing or
whether to make such a change, it may want
on Minimum Custody without jeopardizing safety.
to direct CDCR to contract with researchers to
Depending on the number of such inmates, this
conduct a randomized trial to assess whether the
change could reduce state costs—potentially in
time-to-serve cut off for placement on Minimum
the tens of millions of dollars annually. Placing
Custody status could be increased without causing
additional inmates in Level I and Minimum Custody
an increase in escapes.
could also mitigate existing operational challenges,
such as a shortage of inmate labor in conservation Allowing Inmates With Minor Felony Detainers
camps and MSFs. Below, we discuss three options Into Minimum Custody. We recommend that
that the Legislature could consider for expanding the Legislature consider directing CDCR to allow
access to Level I and Minimum Custody based on inmates with minor felony detainers into Minimum
additional information from CDCR. Custody. To help the Legislature determine whether
to make this change, we suggest directing CDCR to
Allowing Low-Risk Sex Offenders Into
report on how it would identify inmates with minor
Level I and Minimum Custody. We recommend
felony detainers who would have a relatively low risk
that the Legislature consider directing CDCR to
of escaping compared to inmates with more time
allow low-risk sex offenders into Level I facilities
at stake. For example, CDCR allows inmates with
and Minimum Custody. To help the Legislature
U.S. Immigration and Customs Enforcement holds
determine whether such a change should be made,
on Minimum Custody if they meet certain criteria
we recommend it direct CDCR to report on how
(such as if he or she has family ties in California).
it would identify sex offenders who are of low risk
Similarly, CDCR could create a set of criteria for
to escape and re-offend for placement into Level I
allowing certain inmates with felony detainers on
facilities and Minimum Custody. For example,
Minimum Custody. These new criteria could be
CDCR could establish a set of criteria that include
linked to time-to-serve criteria already in place or
the inmate’s assessed risk of sexual re-offense but
any changes made to the time-to-serve criteria
also other factors, such as whether the inmate has
(discussed above). For example, if CDCR allows
participated in a sex offender treatment program
inmates with six years left to serve into Minimum
and the amount of time elapsed since the inmate’s
Custody, it could also admit any otherwise eligible
last offense. We note that in 2017 CDCR made
inmate whose current sentence in addition to
a similar change for inmates with histories of
potential sentence tied to a felony detainer is six
violence. Specifically, the department narrowed
years or less. The department should also report on
the circumstances that require a mandatory
the number of inmates that would likely be affected
override for an inmate’s history of violence. For
if the new process was implemented.
example, if inmates meet certain criteria—such
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CONCLUSION
CDCR’s inmate classification system is a key which suggest that inmate housing placements may
tool for assigning inmates to appropriate amounts be based on inaccurate assessments of inmates’
of housing security and staff supervision. The risks of misconduct and that the system may be
performance of the system has implications assigning too much security and supervision in
for the safety of staff, inmates, and the public; certain cases. Accordingly, we recommend the
prison operations and cost; the size of the inmate Legislature take various steps to improve CDCR’s
population; and inmates’ daily experiences in inmate classification system to ensure that
prison, including their access to rehabilitation maximum benefit is achieved from the allocation of
opportunities. We identified several concerns, scarce security resources.
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LAO PUBLICATIONS
This report was prepared by Caitlin O’Neil and reviewed by Drew Soderborg. The Legislative Analyst’s Office (LAO) is a
nonpartisan office that provides fiscal and policy information and advice to the Legislature.
To request publications call (916) 445-4656. This report and others, as well as an e-mail subscription service, are
available on the LAO’s website at www.lao.ca.gov. The LAO is located at 925 L Street, Suite 1000, Sacramento,
CA 95814.
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