Changes in Arrest Rate as a Function of Probation and Participant Criminal History Risk: Does Probation Work Best With Lower Risk Probationers?

AuthorGlenn D. Walters
DOI10.1177/0887403417721605
Published date01 June 2019
Date01 June 2019
Subject MatterArticles
https://doi.org/10.1177/0887403417721605
Criminal Justice Policy Review
2019, Vol. 30(5) 748 –764
© The Author(s) 2017
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DOI: 10.1177/0887403417721605
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Article
Changes in Arrest Rate as
a Function of Probation
and Participant Criminal
History Risk: Does Probation
Work Best With Lower Risk
Probationers?
Glenn D. Walters1
Abstract
The purpose of this study was to determine whether criminal history risk moderates
the effect of probation on future reoffending. A sample of 327 participants from the
1997 National Longitudinal Survey of Youth (NLSY97) who had been on probation
were compared with 327 propensity score matched members of the NLSY97 who
had been arrested but not placed on probation. Probation and arrest data analyzed
between 1999 and 2008 failed to support the presence of an overall effect for
probation. When the sample was divided into higher criminal history risk (one or
more prior arrests) and lower criminal history risk (no prior arrests), however,
probation was found to reduce recidivism in the lower criminal history risk group
but not in the higher criminal history risk group. Accordingly, probation appeared to
have a small but significant ameliorative effect on future offending in lower criminal
history risk offenders.
Keywords
criminal history risk, evidence-based, probation, propensity matching, recidivism
In a recent national survey of probation departments and probationers, Kaeble and
Bonczar (2016) determined that approximately two thirds of all persons on probation
successfully complete their probation sentences. This is important because research
1Kutztown University, PA, USA
Corresponding Author:
Glenn D. Walters, Department of Criminal Justice, Kutztown University, Kutztown, PA 19530-0730,
USA.
Email: walters@kutztown.edu
721605CJPXXX10.1177/0887403417721605Criminal Justice Policy ReviewWalters
research-article2017
Walters 749
indicates that success on probation is associated with lower levels of subsequent
offending, with one study showing a 5% recidivism rate the first year after successful
completion of probation (Wilks & Nash, 2010). In examining the overall rate of proba-
tion completion, it could be argued that this rate is misleading in that misdemeanant
probationers—who usually make up about half the probation population (Kaeble &
Bonczar, 2016)—rarely reoffend (DeLisi & Conis, 2011). The same cannot be said of
felony probationers. In a classic study conducted for the Rand Corporation, Petersilia,
Turner, Kahan, and Peterson (1985) found that nearly two thirds of a group of 1,672
felony probationers serving time for property and violent offenses were rearrested
within 40 months. Even though a much lower rate of rearrest (i.e., 32%) was observed
in a national survey of felony probationers serving time for property offenses (Benedict
& Huff-Corzine, 1997), the results of the Rand study raised concerns among criminal
justice policy makers about the risk felony probationers pose to the general public.
MacKenzie, Browning, Skroban, and Smith (1999) conducted interviews with 107
probationers from several different counties in northern Virginia. In the year before
they began supervision, 6.5% reported committing an average of 67 burglaries, 18.7%
reported committing an average of 43 thefts, 15.0% reported committing an average of
251 forgeries, 8.4% reported committing an average of 14 robberies, 28.0% reported
committing an average of 16 assaults, and 37.4% reported committing an average of
1,003 drug deals. After being on probation for 8 months, the prevalence and frequency
of offending dropped but did not disappear. While on probation, 0.9% reported com-
mitting an average (annualized rate) of three burglaries, 1.9% reported committing an
average of 10 thefts, 2.8% reported committing an average of eight forgeries, 0.9%
reported committing an average of 15 robberies, 14.0% reported committing an aver-
age of three assaults, and 10.3% reported an average of 408 drug deals. MacKenzie
et al. concluded that while the supervision provided by probation significantly reduced
criminality, there was no evidence that additional probation conditions or actions on
the part of the probation officer had any effect on the self-reported criminality of this
sample of 107 probationers. The MacKenzie et al. study, while interesting, suffers
from two problems. First, the self-report of preprobation offending was retrospective
and occurred when the individual was already on probation. Second, like most studies
on probation and recidivism, there was no comparison group to control for factors like
history, maturation, and statistical regression.
Despite the public safety concerns raised by the Rand and MacKenzie et al. (1999)
studies, it is important that these results not be over-interpreted. What I mean by this
is that, probation, despite its limitations, may still achieve better results than more
restrictive and costly alternative sanctions like intensive probation and incarceration.
Using data gathered from a large sample of convicted felons in the state of Florida,
Cochran, Mears, and Bales (2014) compared the recidivism rates of individuals sen-
tenced to standard probation, intensive probation, jail incarceration, and prison incar-
ceration. In each comparison, participants from the standard probation group were
matched with participants from the counterfactual group with propensity scores based
on age, race, severity of the current offense, prior convictions, prior prison commit-
ments, judicial circuit, and a binary measure of prison eligibility. Recidivism was

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