Appendix A
Methods
The Juvenile Court Statistics (JCS) series uses data provided to the
National Juvenile Court Data Archive
(the Archive) by state and county
agencies responsible for collecting
and/or disseminating information on
the processing of youth in juvenile
courts. These data are not the result
of a uniform data collection effort.
They are not derived from a complete
census of juvenile courts or obtained
from a probability sample of courts.
The national estimates presented in
this Report are developed by using
compatible information from all
courts that are able to provide data
to the Archive.
Sources of Data
The Archive collects data in two
forms: court-level aggregate statistics
and detailed case-level data. Courtlevel
aggregate statistics either are
abstracted from the annual reports of
state and local courts or are contributed
directly to the Archive. Courtlevel
statistics typically provide
counts of the delinquency and status
offense cases handled by courts in a
defined time period (calendar or fiscal
year).
Case-level data are usually generated
by automated client-tracking systems
or case-reporting systems managed
by juvenile courts or other juvenile
justice agencies. These systems provide
detailed data on the characteristics
of each delinquency and status
offense case handled by courts, generally
including the age, gender, and
race of the youth referred; the date
and source of referral; the offenses
charged; detention and petitioning
decisions; and the date and type of
disposition.
The structure of each data set contributed
to the Archive is unique,
having been designed to meet the information
needs of a particular jurisdiction.
Archive staff study the structure
and content of each data set in
order to design an automated restructuring
procedure that will transform
each jurisdiction’s data into a common
case-level format.
The aggregation of these standardized
case-level data files constitutes
the Archive’s national case-level database.
The compiled data from jurisdictions
that contribute only courtlevel
statistics constitute the national
court-level database. Together, these
two multijurisdictional databases are
used to generate the Archive’s national
estimates of delinquency cases and
to provide the sample of petitioned
status offense cases.
Each year, many juvenile courts contribute
either case-level data or courtlevel
aggregate statistics to the
Archive. However, not all of this information
can be used to generate the
national estimates contained in JCS.
Table A–1: 2002 Stratum Profiles for Delinquency Data |
|
|
|
Counties reporting compatible data
|
|
|
|
Number of counties
|
|
Stratum |
County population ages 10–17 |
Counties in stratum |
Case-level |
Court-level |
|
Percentage of juvenile population |
|
1 |
Fewer than 12,575 |
2,595 |
1,602 |
177 |
1,779 |
69% |
2 |
12,575–53,250 |
353 |
198 |
35 |
233 |
69 |
3 |
53,251–133,700 |
104 |
61 |
8 |
69 |
70 |
4 |
More than 133,700 |
32 |
23 |
7 |
29 |
94 |
Total |
|
3,084 |
1,884 |
227 |
2,110 |
75 |
* Some counties reported both case-level and court-level data; therefore, the total number of counties reporting delinquency data is not equal
to the number of counties reporting case-level data plus the number of counties reporting court-level data. |
|
Table A–2: 2002 Stratum Profiles for Status Offense Data |
|
|
|
Counties reporting compatible data |
|
|
|
Number of counties |
|
Stratum |
County population ages 10–17 |
Counties in stratum |
Case-level |
Court-level |
Total |
Percentage of juvenile population |
|
1 |
Fewer than 12,575 |
2,595 |
1,600 |
272 |
1,872 |
72% |
2 |
12,575–53,250 |
353 |
188 |
39 |
227 |
66 |
3 |
53,251–133,700 |
104 |
52 |
8 |
60 |
62 |
4 |
More than 133,700 |
32 |
23 |
6 |
29 |
94 |
Total |
|
3,084 |
1,863 |
325 |
2,188 |
73 |
|
To be used in the development of
national estimates, the data must be
in a compatible unit of count (i.e.,
case disposed), the data source must
demonstrate a pattern of consistent
reporting over time (at least 2 years),
and the data file contributed to the
Archive must represent a complete
count of delinquency and/or status
offense cases disposed in a jurisdiction
during a given year.
In 2002, case-level data describing
1,047,793 delinquency cases handled
by 1,884 jurisdictions in 35 states met
the Archive’s criteria for inclusion in
the development of national estimates.
Compatible data were available
from Alabama, Alaska, Arizona,
Arkansas, California, Connecticut,
District of Columbia, Florida, Georgia,
Hawaii, Illinois, Indiana, Kentucky,
Maryland, Minnesota, Mississippi,
Missouri, Montana, Nebraska,
Nevada, New Jersey, New Mexico,
North Dakota, Ohio, Oklahoma, Pennsylvania,
South Carolina, South Dakota,
Tennessee, Texas, Utah, Virginia,
Washington, West Virginia, and
Wisconsin. These courts had jurisdiction
over 66% of the nation’s juvenile
population in 2002. Compatible courtlevel
aggregate statistics on an additional
69,633 delinquency cases from
227 jurisdictions were reported from
the states of California, Idaho, Illinois,
Indiana, New York, and Vermont. In
all, the Archive received compatible
case-level data and court-level statistics
on delinquency cases from 2,110
jurisdictions containing 75% of the
Nation’s juvenile population in 2002
(table A–1).
Case-level data describing 101,812
formally handled status offense cases
from 1,863 jurisdictions in 34 states
met the criteria for inclusion in the
sample for 2002. The contributing
states were Alabama, Alaska, Arizona,
Arkansas, California, Connecticut,
District of Columbia, Florida, Georgia,
Hawaii, Illinois, Indiana, Kentucky,
Maryland, Minnesota, Mississippi,
Missouri, Montana, Nebraska,
Nevada, New Mexico, North Dakota,
Ohio, Oklahoma, Pennsylvania, South
Carolina, South Dakota, Tennessee,
Texas, Utah, Virginia, Washington,
West Virginia, and Wisconsin. These
courts had jurisdiction over 63% of
the juvenile population. An additional
325 jurisdictions in 6 states (California,
Idaho, Indiana, Iowa, New York,
and Vermont) reported compatible
court-level aggregate statistics on
14,665 petitioned status offense cases.
Altogether, compatible case-level
and court-level data on petitioned
status offense cases were available
from 2,188 jurisdictions containing
73% of the U.S. juvenile population in
2002 (table A–2). Additionally, petitioned
status offense case profiles in
the Report include case-level data
describing 1,146,308 cases and courtlevel
aggregate data describing
114,527 cases for the years 1985
through 2001.
A list of states contributing case-level
data (either delinquency or petitioned
status offense data), the variables
each reports, and the percentage of
cases containing each variable are
presented in Table A–3.
Table A3:
Content of Case-Level Data Sources, 2002 |
Data source |
Age at referral |
Gender |
Race |
Referral source |
Referral reason |
Secure detention |
Manner of handling |
Adjudication |
Disposition |
|
Alabama |
AL |
AL |
AL |
– |
AL |
AL |
AL |
AL |
AL |
Alaska |
AK |
AK |
AK |
AK |
AK |
AK |
AK |
AK |
AK |
Arizona |
AZ |
AZ |
AZ |
AZ |
AZ |
AZ |
AZ |
AZ |
AZ |
Arkansas |
AR |
AR |
AR |
– |
AR |
– |
AR |
AR |
AR |
California |
CA |
CA |
CA |
CA |
CA |
CA |
CA |
CA |
CA |
Connecticut |
CT |
CT |
CT |
CT |
CT |
– |
CT |
CT |
CT |
District of Columbia |
DC |
DC |
DC |
DC |
DC |
– |
DC |
DC |
DC |
Florida |
FL |
FL |
FL |
– |
FL |
– |
FL |
FL |
FL |
Georgia |
GA |
GA |
GA |
GA |
GA |
– |
GA |
GA |
GA |
Hawaii |
HI |
HI |
– |
HI |
HI |
– |
HI |
HI |
HI |
Illinois1 |
IL |
IL |
– |
IL |
IL |
IL |
IL |
IL |
IL |
Indiana2 |
IN |
IN |
IN |
IN |
IN |
IN |
IN |
IN |
IN |
Kentucky |
KY |
KY |
KY |
– |
KY |
– |
KY |
– |
– |
Maryland |
MD |
MD |
MD |
MD |
MD |
– |
MD |
MD |
MD |
Minnesota |
MN |
MN |
MN |
MN |
MN |
– |
MN |
MN |
MN |
Mississippi |
MS |
MS |
MS |
MS |
MS |
– |
MS |
MS |
MS |
Missouri |
MO |
MO |
MO |
MO |
MO |
MO |
MO |
MO |
MO |
Montana |
MT |
MT |
MT |
MT |
MT |
– |
MT |
MT |
MT |
Nebraska |
NE |
NE |
NE |
NE |
NE |
NE |
NE |
NE |
NE |
Nevada |
NV |
NV |
NV |
– |
NV |
NV |
NV |
NV |
NV |
New Jersey |
NJ |
NJ |
NJ |
– |
NJ |
– |
NJ |
NJ |
NJ |
New Mexico |
NM |
NM |
NM |
NM |
NM |
NM |
NM |
NM |
NM |
North Dakota |
ND |
ND |
ND |
– |
ND |
– |
ND |
ND |
ND |
Ohio3 |
OH |
OH |
OH |
– |
OH |
OH |
OH |
OH |
OH |
Oklahoma |
OK |
OK |
OK |
OK |
OK |
OK |
OK |
OK |
OK |
Pennsylvania |
PA |
PA |
PA |
PA |
PA |
– |
PA |
PA |
PA |
South Carolina |
SC |
SC |
SC |
SC |
SC |
SC |
SC |
SC |
SC |
South Dakota |
SD |
SD |
SD |
– |
SD |
SD |
SD |
SD |
SD |
Tennessee |
TN |
TN |
TN |
TN |
TN |
– |
TN |
TN |
TN |
Texas |
TX |
TX |
TX |
TX |
TX |
– |
TX |
TX |
TX |
Utah |
UT |
UT |
UT |
UT |
UT |
– |
UT |
UT |
UT |
Virginia |
VA |
VA |
VA |
VA |
VA |
VA |
VA |
– |
VA |
Washington |
WA |
WA |
WA |
WA |
WA |
– |
WA |
WA |
WA |
West Virginia |
WV |
WV |
WV |
WV |
WV |
WV |
WV |
– |
WV |
Wisconsin |
WI |
WI |
WI |
– |
WI |
– |
WI |
WI |
WI |
Percentage of estimation sample |
99% |
100% |
95% |
69% |
97% |
38% |
100% |
92% |
96% |
Note: The symbol indicates that compatible
data for this variable are not reported by this state.
1 Data from Cook County only.
2 Data from Marion County only.
3 Data from Cuyahoga County only. |
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Juvenile Population
The volume and characteristics of juvenile court caseloads are partly a function of the size and demographic composition of a jurisdiction's population. Therefore, a critical element in the Archive's development of national estimates is the population of youth that generate the juvenile court referrals in each jurisdiction—i.e., the “juvenile” population of every U.S. county.
A survey of the Archive's case-level data shows that very few delinquency or status offense cases involve youth younger than 10. Therefore, the lower age limit of the juvenile population is set at 10 years for all jurisdictions. On the other hand, the upper age limit varies by state. Every state defines an upper age limit for youth who will come under the jurisdiction of the juvenile court if they commit an illegal act. (See “upper age of jurisdiction” in the “Glossary of Terms” section.) Most states define this age to be 17 years, although some states
have set the age at 15 or 16. States often
enact exceptions to this simple
age criterion (e.g., youthful offender
legislation and concurrent jurisdiction
or extended jurisdiction provisions).
In general, however, juvenile
courts have responsibility for all law
violations committed by youth at or
below the upper age of original
jurisdiction.
For the purposes of this Report,
therefore, the juvenile population is
defined as the number of youth living
in a jurisdiction who are at least 10
years old but who are not older than
the upper age of original juvenile
court jurisdiction. For example, in
New York, where the upper age of juvenile
court jurisdiction is 15, the juvenile
population is the number of
youth residing in a county who are
between the ages of 10 and 15.
The juvenile population estimates
used in this Report were developed
with data from the Census Bureau.1
The estimates, separated into singleyear
age groups, reflect the number
of whites, blacks, and individuals of
other races2 who reside in each county
in the Nation and who are between
the ages of 10 and the upper age of
original juvenile court jurisdiction.
Estimation Procedure
National estimates are developed by
using the national case-level database,
the national court-level database,
and the Archive’s juvenile population
estimates for every U.S. county.
“County” was selected as the unit of
aggregation because (1) most juvenile
court jurisdictions in the United
States are concurrent with county
boundaries, (2) most data contributed
by juvenile courts include the county
in which the case was handled, and
(3) youth population estimates can
be developed at the county level.3
The Archive’s national estimates are
generated by analyzing the data obtained
from its nonprobability sample
of juvenile courts and then weighting
those cases to represent the number
of cases handled by juvenile courts
nationwide. The Archive employs an
elaborate multivariate weighting procedure
that adjusts for a number of
factors related to juvenile court caseloads:
the court’s jurisdictional responsibilities
(upper age); the size
and demographic composition of the
community; and the age, gender, and
race profile of the youth involved in
juvenile court cases.
The basic assumption underlying the
estimation procedure is that similar
legal and demographic factors shape
the volume and characteristics of
cases in reporting and nonreporting
counties of comparable size and features.
The estimation procedure develops
independent estimates for the
number of petitioned delinquency
cases and the number of nonpetitioned
delinquency cases handled by juvenile
courts nationwide. Identical procedures
are used to develop all case
estimates.
The first step in the estimation procedure
is to place all U.S. counties into
one of four strata based on the population
of youth between the ages of
10 and 17. The lower and upper population
limits of the four strata are defined
each year so that each stratum
contains one-quarter of the national
population of youth between the ages
of 10 and 17. In each of the four strata,
the Archive determines the number
of juveniles in three age groups:
10- through 15-year-olds, 16-year-olds,
and 17-year-olds. The three age
groups are further subdivided into
three racial groups: white, black, and
other. Thus, juvenile population estimates
are developed for nine age-byrace
categories in each stratum of
counties.
The next step is to identify within
each stratum the jurisdictions that
contributed to the Archive case-level
data consistent with JCS reporting requirements.
The national case-level
database is summarized to determine
within each stratum the number of
court cases that involved youth in
each of the nine age/race population
groups. Case rates (number of cases
per 1,000 juveniles in the population)
are developed for the nine age/race
groups within each of the four strata.
For example, assume that a total of
2,870,000 white youth between the
ages of 10 and 15 resided in the stratum
2 counties that reported case-level
data to the Archive. If the Archive’s
case-level database shows that the
juvenile courts in these counties handled
50,523 petitioned delinquency
cases involving white youth between
the ages of 10 and 15, the number of
cases per 1,000 white youth ages 10
to 15 for stratum 2 would be 17.6, or:
(50,523/2,870,000) x 1,000 = 17.6
Comparable analyses are then used
to establish the stratum 2 case rates
for black youth and youth of other
races in the same age group (50.7 and
16.2, respectively).
Next, information contained in the national
court-level database is introduced,
and case rates are adjusted
accordingly. First, each court-level
statistic is disaggregated into the nine
age/race groups. This separation is
accomplished by assuming that, for
each jurisdiction, the relationships
among the stratum’s nine age/race
case rates (developed from the caselevel
data) are paralleled in the aggregate
statistic.
For example, assume that a jurisdiction
in stratum 2 with an upper age of
15 processed 600 cases during the
year and that this jurisdiction had a
juvenile population of 12,000 white
youth, 5,000 black youth, and 2,000
youth of other races. The stratum 2
case rates for each racial group in the
10–15 age group would be multiplied
by the corresponding population to
develop estimates of the proportion
of the court’s caseload that came
from each age/race group, as follows:
White:
(17.6 x 12,000) / [(17.6 x 12,000) +
(50.7 x 5,000) + (16.2 x 2,000)] = 0.42
Black:
(50.7 x 5,000) / [(17.6 x 12,000) +
(50.7 x 5,000) + (16.2 x 2,000)] = 0.51
Other:
(16.2 x 2,000) / [(17.6 x 12,000) +
(50.7 x 5,000) + (16.2 x 2,000)] = 0.07
The jurisdiction’s total caseload of
600 would then be allocated based on
these proportions. In this example,
42% of all cases reported in the jurisdiction’s
aggregate statistics involved
white youth, 51% involved black
youth, and the remaining 7% involved
youth of other races. When these proportions
are applied to a reported aggregate
statistic of 600 cases, this jurisdiction
is estimated to have
handled 252 cases involving white
youth, 306 cases involving black
youth, and 42 cases involving youth
of other races age 15 or younger. The
same method is used to develop case
counts for all nine age/race groups for
each jurisdiction reporting only aggregate
court-level statistics.
The disaggregated court-level counts
are added to the counts developed
from case-level data to produce an estimate
of the number of cases involving
each of the nine age/race groups
handled by reporting courts in each
of the four strata. The juvenile population
figures for the entire sample are
also compiled. Together, the case
counts and the juvenile population
figures are used to generate a revised
set of case rates for each of the nine
age/race groups within the four strata.
Stratum estimates for the total number
of cases involving each age/race
group are then calculated by multiplying
the revised case rate for each of
the nine age/race groups in a stratum
by the corresponding juvenile population
in all counties belonging to
that stratum (both reporting and
nonreporting).
After the national estimate for the
total number of cases in each
age/race group in each stratum has
been calculated, the next step is to
generate estimates of their case characteristics.
This estimate is accomplished
by weighting the individual
case-level records stored in the
Archive’s national case-level database.
For example, assume that the
Archive generates an estimate of
41,254 petitioned delinquency cases
involving white 16-year-olds from
stratum 2 counties. Assume also that
the national case-level database for
that year contained 25,758 petitioned
delinquency cases involving white 16-
year-olds from stratum 2 counties. In
the Archive’s national estimation database,
each stratum 2 petitioned delinquency
case that involved a white
16-year-old would be weighted by 1.60,
because:
41,254/25,758 = 1.60
The final step in the estimation procedure
is to impute missing data on individual
case records. Table A–3 indicates
the standardized data elements
that were available from each jurisdiction’s
2002 data set. The procedures
to adjust for missing data assume
that case records with missing
data are similar in structure to those
without missing data. For example,
assume that among cases from a particular
stratum, detention information
was missing on 100 cases involving
16-year-old white males who were petitioned
to court, adjudicated for a
property offense, and then placed on
probation. If similar cases from the
same stratum showed that 20% of
these cases involved detention, then
it would be assumed that 20% of the
100 cases missing detention information
also involved detention. Thus,
missing data are imputed within each
stratum by reviewing the characteristics
of cases with similar case attributes
(i.e., the age, gender, and race
of the youth; the offense charged; and
the court’s decisions on detention,
petition, adjudication, and
disposition).
More detailed information about the
Archive’s national estimation methodology
is available on request from the
National Center for Juvenile Justice.
1 County-level intercensal estimates were
obtained for the years 1985–2002. The following
data files were used:
U.S. Bureau of the Census. 1994. 1980–1989
Preliminary Estimates of the Population of
Counties by Age, Sex, and Race [machinereadable
data file]. Washington, DC: U.S.
Census Bureau.
National Center for Health Statistics. 2005.
Bridged-race intercensal estimates of the July
1, 1990–July 1, 1999 United States Resident
Population by County, Single-year of Age, Sex,
Race, and Hispanic Origin [machine-readable
data file]. Prepared by the U.S. Census
Bureau with support from the National
Cancer Institute. Available online:
www.cdc.gov/nchs/about/major/dvs/popbridge/popbridge.htm [released on
7/26/2004].
National Center for Health Statistics. 2004.
Estimates of the July 1, 2000–July 1, 2003
United States Resident Population from the
Vintage 2003 Postcensal Series by Year,
County, Age, Sex, Race, and Hispanic Origin [machine-readable data file]. Prepared under
a collaborative arrangement with the U.S.
Census Bureau. Available online:
www.cdc.gov/nchs/about/major/dvs/popbridge/popbridge.htm [released on
9/14/2004].
2 "Other races" are Asians, American Indians, and Pacific Islanders. Most individuals of Hispanic ancestry are coded as white.
3 The only information used in this Report
that cannot be aggregated by county is data
contributed by the Florida Department of
Juvenile Justice, which identifies only the
district in which each case is handled. To
use the Florida data, the aggregation criterion
is relaxed to include districts. In 2000,
there were 3,140 counties in the United
States. By replacing Florida’s counties with
districts, the total number of aggregation
units for this Report becomes 3,084. Therefore,
while the Report uses the term “county”
to describe its aggregation unit, the reader
should be aware of the exception made for
Florida’s data.
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