Sorting Through the Evidence: A Step Toward Prioritization of Evidence-Based Community Supervision Practices

DOI10.1177/00938548211036474
Date01 June 2022
Published date01 June 2022
Subject MatterArticles
CRIMINAL JUSTICE AND BEHAVIOR, 2022, Vol. 49, No. 6, June 2022, 817 –837.
DOI: https://doi.org/10.1177/00938548211036474
Article reuse guidelines: sagepub.com/journals-permissions
© 2021 International Association for Correctional and Forensic Psychology
817
SORTING THROUGH THE EVIDENCE
A Step Toward Prioritization of Evidence-Based
Community Supervision Practices
Brandy L. Blasko
George Mason University
Jill Viglione
University of Central Florida
Liana R. Taylor
Texas A&M University–Central Texas
Faye S. Taxman
George Mason University
Studies of implementation of evidence-based supervision policies and procedures often report minimal to moderate adher-
ence to evidence-based models. The few studies that exist examine the degree to which characteristics of probation officers,
individuals on supervision, and supervision processes have an impact on rearrest (outcomes). Using administrative data on
7,326 probationers and surveys from 161 probation officers employed by five agencies, hierarchical linear models were used
to identify the features of supervision processes that are most important to reduce recidivism. The findings clarify that no one
evidence-based supervision feature (i.e., a validated risk and need assessment tool, case planning, treatment, compliance
management, etc.) can achieve recidivism reductions. The best results can be achieved by using all features, although a risk-
based case management approach that prioritizes employment and/or reducing the criminogenic needs creates similar out-
comes. This article discusses the implications of prioritizing which supervision processes are used to impact positive
supervision outcomes.
Keywords: probation supervision; risk-based case management; evidence-based supervision; probation culture; officer
surveys
The evidence-based practice (EBP) movement has dominated the community supervision
field for nearly 20 years by emphasizing “approaches demonstrated to be effective
through empirical research rather than anecdote or professional experience alone” (Crime and
AUTHORS’ NOTE: Data used here were collected under Grants 2010-DG-BX-K026 from the Bureau of
Justice Assistance and 202170 from SAMHSA (Faye S. Taxman, Principal Investigator). The opinions, findings,
and conclusions or recommendations expressed here are those of the authors and do not necessarily reflect
those of the funder or George Mason University. Correspondence concerning this article should be addressed
to Faye S. Taxman, Schar School for Policy and Government, Center for Advancing Correctional Excellence,
George Mason University, 3351 Fairfax Avenue, Arlington, VA 22201; e-mail: ftaxman@gmu.edu.
1036474CJBXXX10.1177/00938548211036474Criminal Justice and BehaviorBlasko et al. / Sorting Through the Evidence
research-article2021
818 CRIMINAL JUSTICE AND BEHAVIOR
Justice Institute, 2009, p. ix). Evidence-based supervision is promoted by correctional agen-
cies to achieve better supervision outcomes (e.g., reduced recidivism) and deliver a fairer,
more just probation/parole process. The evidence-based supervision movement is deeply
embedded in a “what works” philosophy with divergent, but complementary approaches—
rehabilitation and providing treatment services (Andrews & Bonta, 2010; Cullen & Jonson,
2016; Latessa et al., 2020; Taxman, 2008), engaging the individual in supervision goals
(Taxman, 2008), managing conditions to ensure supervision requirements are fulfilled
(Petersilia & Turner, 1993), and achieving short-term gains in employment and/or other life
skills to help individuals make improvements in their quality of life (Bushway & Apel, 2012;
Seiter & Kadela, 2003). Collectively, components of each supervision approach are embed-
ded in evidence-based supervision to better manage individuals in the community while hold-
ing them accountable for the requirements assigned by the parole board and/or judiciary,
probation or parole agency, treatment agencies, and/or specialized courts (Taxman, 2008).
The mere existence of a varied list of evidence-based or best practices is challenging for
agencies to sift through the existing research and identify options that best fit their agency.
Agencies must assess how best to integrate these practices into the existing contact stan-
dards that normally guide how individuals are supervised (Thurman et al., 2019). The cur-
rent study seeks to address these challenges in adopting and implementing evidence-based
supervision strategies that are designed to achieve the best outcomes for individuals on
probation. The primary aim is to identify which EBPs are more important to implement to
reduce recidivism. A secondary aim is to identify which of these practices are compatible
with the attitudes of officers primarily responsible for supervision strategies.
EBPS IN CORRECTIONS
Evidence-based supervision incorporates supervision techniques effective in achieving
behavioral change with individuals under probation/parole supervision. While Andrews and
Kiessling (1980) define the five dimensions of effective correctional practice, (i.e., effective
use of authority, anti-criminal modeling and reinforcement, problem-solving, use of commu-
nity resources, and quality of interpersonal relationships between staff and individuals), struc-
tural aspects of supervision are more frequently associated with evidence-based supervision.
These include the use of a standardized risk and need assessment tool, case planning, cogni-
tive-behavioral therapies, and attention to compliance issues through sanctions and rewards
(Taxman, 2008). However, evidence-based supervision transforms traditional face-to-face
contacts between the officer and the individual on supervision by emphasizing the importance
of communication and the formation of a quality working relationship (Skeem et al., 2009;
Taxman & Ainsworth, 2009). How officers behave can affect whether individuals on proba-
tion perceive their experience as fair and just (Blasko & Taxman, 2018), and this perception
can affect supervision outcomes, including fewer violations and drug use days (Blasko et al.,
2015). Officers are encouraged to use motivational interviewing to address ambivalence to
change (W. R. Miller & Rollnick, 2013) and implement active listening, problem-solving, and
cognitive-behavioral techniques (Smith et al., 2012; Taxman, 2002) to achieve positive out-
comes (Toronjo, 2019; Toronjo & Taxman, 2017).
In addition to communication strategies and development of quality relationships, the risk,
reed, responsivity (RNR) model is a common framework used to guide an actuarial, manage-
rial based strategy that includes a clinical model of supervision (Andrews & Bonta, 2010;

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