Culture, Strengths, and Risk: The Language of Pre-Sentence Reports in Indigenous Sentencing Courts and Mainstream Courts

AuthorDarcy J. Coulter,Abdur Rahim Mohammad Forkan,Yong-Bin Kang,Justin S. Trounson,Thalia Anthony,Elena Marchetti,Stephane M. Shepherd
DOIhttp://doi.org/10.1177/00938548221131952
Published date01 January 2023
Date01 January 2023
Subject MatterOriginal Articles
CRIMINAL JUSTICE AND BEHAVIOR, 2023, Vol. 50, No. 1, January 2023, 76 –100.
DOI: https://doi.org/10.1177/00938548221131952
Article reuse guidelines: sagepub.com/journals-permissions
© 2022 International Association for Correctional and Forensic Psychology
76
CULTURE, STRENGTHS, AND RISK
The Language of Pre-Sentence Reports in Indigenous
Sentencing Courts and Mainstream Courts
DARCY J. COULTER
Centre for Forensic Behavioural Science, Swinburne University of Technology and Forensicare
ABDUR RAHIM MOHAMMAD FORKAN
Department of Computer Science and Software Engineering, Swinburne University of Technology
YONG-BIN KANG
Department of Media and Communication, Swinburne University of Technology
JUSTIN S. TROUNSON
Centre for Forensic Behavioural Science, Swinburne University of Technology and Forensicare
THALIA ANTHONY
Faculty of Law, University of Technology Sydney
ELENA MARCHETTI
Griffith Law School, Griffith University
STEPHANE M. SHEPHERD
Centre for Forensic Behavioural Science, Swinburne University of Technology and Forensicare
Pre-sentence reports (PSRs) provide important information about an individual’s background and circumstances to assist
judicial officers in the sentencing process. The present study analyzed PSRs for 63 Aboriginal and Torres Strait Islander
people sentenced by either an Indigenous sentencing court or a mainstream court in the Australian State of Victoria. Using
natural language processing techniques, our analyses revealed few differences between PSRs conducted for each court.
However, PSRs were found to predominantly feature key words that are risk-based, with mainstream court PSRs more nega-
tively worded than the Indigenous sentencing court’s PSRs. This may have been due to the inclusion of results from a risk
and need assessment tool. Pro-social factors did comprise more than one third of extracted keywords, although the number
of strength-based culture-related keywords, in particular, was low across PSRs in both courts. It is possible that courts may
not be receiving all the information needed to promote individualized justice.
Keywords: pre-sentence reports; Indigenous sentencing courts; Aboriginal and Torres Strait Islander; Gladue; natural
language processing
AUTHORS’ NOTE: The views expressed are those of the authors and not necessarily those of Corrections
Victoria. This research was supported by an Australian Institute of Criminology Research Grant (04/19-20).
Correspondence concerning this article should be addressed to Darcy J. Coulter, Melbourne Institute: Applied
Economic & Social Research, University of Melbourne, Level 5, 111 Barry Street, Carlton, Victoria 3010,
Australia; e-mail: darcy.coulter@unimelb.edu.au
1131952CJBXXX10.1177/00938548221131952Criminal Justice and BehaviorCoulter et al. / LANGUAGE OF PRE-SENTENCE REPORTS
research-article2022
Coulter et al. / LANGUAGE OF PRE-SENTENCE REPORTS 77
Courts use pre-sentence reports (PSRs) in various jurisdictions internationally to provide
important information about an individual’s background and current circumstances,
with the aim to assist judicial officers in the sentencing process. The content and processes
involved in producing these reports differ between jurisdictions but do contain similarities.
Often PSRs are completed by court or corrections staff (either as a matter of course or by
request of a judicial officer) and are intended to include information such as the individual’s
(social, medical, educational, and employment) history, their risk of re-offending, rehabili-
tative likelihood and needs, and sentencing options (see, for example, Criminal Code, RSC
1985, c. C-46, s 721(3); Sentencing Act, 1991 (Vic.), s 8B; Sentencing Act, 2002 (NZ), s
26(2)). In Australia, PSRs are often prepared by courts and/or community corrections staff
using similar processes for both Indigenous sentencing courts and mainstream courts.
Although the requirement for PSRs is enacted in legislation in countries such as Australia
(see, for example, Sentencing Act, 1991 (Vic.), s 8A), Canada (Criminal Code, RSC 1985,
c. C-46, s 721(1)), and New Zealand (Sentencing Act, 2002 (NZ), s 26(1)), often (with the
exception of Canada), these Acts do not prescribe their content. Neither PSRs, nor sentenc-
ing legislation in Victoria, require sentencing courts to specifically consider factors associ-
ated with an Indigenous individual’s cultural background and unique socio-historical
circumstances, including experience of colonization.
CONSIDERING CULTURAL FACTORS WHEN SENTENCING
INDIGENOUS PEOPLES
Sentencing legislation differs by jurisdiction but is often guided by principles such as
punishment, deterrence of further similar behavior, assisting rehabilitation, denunciation of
the past behavior, community protection, to provide reparations for harm done by the
offending, and to promote a sense of responsibility in the offending person for the harm
caused to the community or victims (see, for example, Criminal Code, RSC 1985, c. C-46,
s 718); Sentencing Act, 1991 (Vic.), s 5(1); Sentencing Act, 2002 (NZ), s 7(1)). Cunneen
(2018) argued that many circumstances unique to Aboriginal and Torres Strait Islander
Peoples may be relevant to these sentencing principles. The background and unique circum-
stances of the person may be relevant to the severity of punishment. For example, a remote
living situation may inform which rehabilitation services are readily accessible, adjustment
issues when moving from a remote traditional community to an urban environment may be
relevant to both punishment and community protection. Racism (including in policing),
social and economic disadvantage, and Indigenous laws that may explain the commission
of an offense (e.g., taking a totem from public property) could all be relevant considerations
during the sentencing process (Anthony, 2010; Anthony & Longman, 2017; Cunneen,
2018). Furthermore, the strengths and protective factors of culture and community and how
these factors relate to the rehabilitative prospects of the individual are also relevant (Anthony
et al., 2015).
CONSIDERATION OF CULTURE IN AUSTRALIAN SENTENCING PRACTICES
In 2013, the High Court of Australia identified that an individual’s Aboriginal and Torres
Strait Islander background was relevant to sentencing insofar as it related to an individual’s
belonging to a particular disadvantaged community and upbringing (Bugmy v. The Queen,
2013). The court stressed that if such information is to come to the court, (a) evidence

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