Predictors of Change of Working Alliance Over the Course of Probation Supervision: A Prospective Cohort Study

AuthorVivienne de Vogel,Annelies Sturm,Anneke Menger,Marcus J. H. Huibers
Date01 June 2020
DOI10.1177/0306624X19878554
Published date01 June 2020
Subject MatterArticles
https://doi.org/10.1177/0306624X19878554
International Journal of
Offender Therapy and
Comparative Criminology
2020, Vol. 64(8) 753 –773
© The Author(s) 2019
Article reuse guidelines:
sagepub.com/journals-permissions
DOI: 10.1177/0306624X19878554
journals.sagepub.com/home/ijo
Article
Predictors of Change of
Working Alliance Over
the Course of Probation
Supervision: A Prospective
Cohort Study
Annelies Sturm1, Anneke Menger1,
Vivienne de Vogel1, and Marcus J. H. Huibers2
Abstract
The body of evidence that the working alliance is associated with positive outcomes
for mandated clients is growing. The aim of this research was to investigate the
influence of several characteristics of probation officers (POs) and offenders on the
course of the working alliance during probation supervision. This study examined
the patterns on the four alliance subscales: Trust, Bond, Goals-Restrictions, and
Reactance of the Working Alliance With Mandated Clients Inventory (WAMCI) in
201 offenders and their 137 POs. Three patterns on each alliance subscale were
found: deteriorating, improving, and stable. Multinomial logistic analysis revealed
that change of POs and the preference of the PO to maintain rules were associated
with a deteriorating Trust pattern. From the perspective of the offenders, being
motivated to take part in supervision was associated with a stable pattern on every
alliance subscale, but having problems with substance use increased the likelihood of
a deteriorating pattern on every alliance subscale.
Keywords
working alliance, predictors, probation officer, offender, community supervision
1HU University of Applied Sciences Utrecht, The Netherlands
2Vrije Universiteit Amsterdam, The Netherlands
Corresponding Author:
Annelies Sturm, HU University of Applied Sciences Utrecht, Padualaan 101, 3584 CH Utrecht, The
Netherlands.
Email: annelies.sturm@hu.nl
878554IJOXXX10.1177/0306624X19878554International Journal of Offender Therapy and Comparative Criminology \Sturm et al.
research-article2019
754 International Journal of Offender Therapy and Comparative Criminology 64(8)
Introduction
The working alliance between the practitioner and the client in psychotherapy treat-
ment has been found to account for an important part of the variance in outcome across
different psychotherapy modalities (Horvath, Del Re, Flückiger, & Symonds, 2011;
Martin, Garske, & Davis, 2000). The practitioner–client relationship is considered
increasingly important in mandated treatment as well. In the theoretical framework of
probation supervision, the relationship between the offender and the probation officer
(PO) is suggested to be an effective factor (Andrews & Bonta, 2010). To explore the
importance of this relationship, several researchers have applied the concept of alli-
ance to the domain of mandated treatment (Florsheim, Shotorbani, Guest-Warnick,
Barrat, & Hwang, 2000; Menger, 2018; Polaschek & Ross, 2010; Ross, Polaschek, &
Ward, 2008; Skeem, Eno Louden, Polaschek, & Camp, 2007). It should be noted that
the relationship between the PO and the offender differs from the relationship in vol-
untary psychotherapy. The PO not only has a helping or problem-solving role but also
a controlling or surveilling role (Trotter, 2015). This dual role may hinder the forming
of the working alliance. Still, research has shown that offenders are able to form a
positive alliance with their PO (Tatman & Love, 2010).
One focus of research in voluntary psychotherapy has been the development of the
working alliance over the course of treatment: The alliance is essentially dynamic, and
one point in time cannot cover a process of therapy with all its strains and changes
(Doran, 2016; Stiles & Goldsmith, 2010). Kivlighan and Shaughnessy (1995, 2000)
conducted two studies on the dynamic development of the alliance in short-term volun-
tary psychotherapy. The first study included 21 clients and 21 novice counselors and
found only one pattern of linear growth of alliance. The second study consisted of two
samples, one of 38 and one of 41 clients, and their novice counselors found three pat-
terns—stable, linear growth, and curved high-low-high. The curved pattern was associ-
ated with the improvement of counseling outcome. However, these findings were not
replicated in later studies. For example, in other studies on short-term psychotherapy
(four to 40 sessions), a stable pattern and one of linear growth have been found (De
Roten et al., 2004; Stevens, Muran, Safran, Gorman & Winston, 2007; Stiles et al.,
2004), but not a curved one. Instead, some clients with a sharply defined V-shaped pat-
tern had better outcomes (Stiles et al., 2004). However, those patterns were not found
in other studies (De Roten et al., 2004; Kramer, De Roten, Beretta, Michel, & Despland,
2009; Stevens, Muran, Safran, Gorman, & Arnold, 2007). Three studies have been con-
ducted in long-term voluntary psychotherapy (60-300 sessions). An improving, stable
pattern of alliance was reported by Loos et al. (2015) in a large international study
including 588 clients with severe mental illness from six different European countries.
Similar results were found in a study with 128 adult outpatients experiencing mood or
anxiety disorders (Ollila, Knekt, Heinonen, & Lindfors, 2016). In their study with 201
outpatients of a psychiatric clinic, Hersoug, Høglend, Havik, and Monsen (2010) found
three patterns of alliance: improving, deteriorating, and stable.
In terms of patterns of the working alliance in mandated treatment, three studies are
relevant to consider here. First, assessing the alliance among adolescent delinquent

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