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Record W2622625470 · doi:10.4073/csr.2008.10

Benefit‐Cost Analyses of Sentencing

2008· article· en· W2622625470 on OpenAlexfundno aff
Cynthia McDougall, Mark A. Cohen, Raymond Swaray, Amanda Perry

Bibliographic record

VenueCampbell Systematic Reviews · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
FundersSaint Louis UniversityMcGill UniversityVanderbilt UniversityAustralian Institute of CriminologyAmerican Bar Foundation
KeywordsPsychological interventionQuality (philosophy)Cost–benefit analysisOrder (exchange)Criminal justiceSentencing guidelinesRisk analysis (engineering)Actuarial scienceBusinessPsychologyManagement scienceComputer scienceEconomicsPolitical scienceCriminologyPsychiatryFinance

Abstract

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The objective of the review was to identify and assess the quality of studies of the costs and benefits of different sentencing options. The review found only nine studies providing costs and benefits information. Due to the small number of studies uncovered by the review and, in some cases, poor methodologies, it has not been possible to draw firm conclusions from the individual studies in order to make comparisons between studies on the benefit-cost of particular sentencing options. Tentative conclusions are drawn, where supporting evidence is available, and the authors recommend improved quality of research design and the development of standardized methodologies for assessing the costs and benefits of criminal justice interventions. Abstract Introduction Sentencing policies are most frequently designed by policy-makers and implemented by the courts with the aim of punishing, deterring and rehabilitating offenders in order to reduce future re-offending. However many sentencing decisions are made without knowledge of the effectiveness of sentences in achieving their objectives, or the costs and benefits of the different sentencing alternatives. The following systematic review was conducted in order to address these questions and to review the existing evidence on the costs and benefits of different sentencing options. Results from cost-effectiveness studies were retained to provide supporting information. Objective The objective of the review was to identify and assess the quality of studies of the costs and benefits of different sentencing options. Search Strategy Pre-screening and hand-searching of published and available unpublished literature was completed by two independent reviewers. The structured searches were carried out on studies published between 1980-2001, using nine electronic databases and by consulting experts in the field. Selection Criteria Studies were included in the review if they contained information on the costs and benefits of sentencing options. Due to the small number of benefit-cost studies found, cost-effectiveness study outcomes were also retained. Data collection and analysis Results from nine benefit-cost studies and eleven cost-effectiveness studies are reported in narrative and tabular form. Benefit-cost ratios are presented alongside benefit-cost outcome measures. The quality of studies is reported using the Maryland Scientific Scale (Sherman, Farrington, Welsh & Mackenzie, 2002) and a Benefit-Cost Validity Scale - Revised (Cohen & McDougall, 2008, Appendix 1). Main results The review found only nine studies providing costs and benefits information. Six of these studies were assessed as providing a ‘valid’ or ‘comprehensive’ benefit-cost analysis, acceptable on the Benefit-Cost Validity Scale – Revised, covering a range of different sentences. Two studies of In-prison Sex Offender Treatment were found to be cost-beneficial, in addition to an Intensive Supervision program and a Youth Wilderness Program, though the two latter interventions are less well-supported by the wider research evidence. Diversion from imprisonment to drug treatment was assessed by its authors to be cost-beneficial; and imprisonment for high risk offenders was considered to be cost-beneficial, though not for less prolific offenders or for drug offenders. The three studies which provided only a ‘partial’ benefit-cost analysis examined effectiveness of probation vs. prison, prisoners released early compared to those serving a full term, and house arrest with electronic monitoring. Reviewer's comments Due to the small number of studies uncovered by the review and, in some cases, poor methodologies, it has not been possible to draw firm conclusions from the individual studies in order to make comparisons between studies on the benefit-cost of particular sentencing options. Tentative conclusions are drawn, where supporting evidence is available, and the authors recommend improved quality of research design and the development of standardized methodologies for assessing the costs and benefits of criminal justice interventions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.052
metaresearch head score (Gemma)0.233
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.052
Threshold uncertainty score0.273

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0520.233
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0090.023
Bibliometrics0.0160.012
Science and technology studies0.0010.001
Scholarly communication0.0060.005
Open science0.0030.003
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0170.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.244
GPT teacher head0.418
Teacher spread0.174 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations16
Published2008
Admission routes1
Has abstractyes

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