Evidence map›Paper›PMID 34792223›Full record

Observational studyAddiction (Abingdon, England)2022

Clarifying gambling subtypes: the revised pathways model of problem gambling.

Lia Nower, Alex Blaszczynski, Wen Li Anthony

Registry-linked trialOpen access · hybridAbstract readObservational Study
In one paragraph

Observational study in Addiction (Abingdon, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07455981 (Assessment of the Interaction Between Atypical Working Hours and/or Periods of Inactivity on Risky Gambling Practices Among Adults Working Under These Conditions.), which is not on this map. Cited by 40 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 2 pooled it
9.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07455981 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Assessment of the Interaction Between Atypical Working Hours and/or Periods of Inactivity on Risky Gambling Practices Among Adults Working Under These Conditions.

TypeobservationalSponsorCentre Hospitalier Universitaire de NīmesRan2026 to 2026Enrolled1,600ConditionsProblem Gambling, Addiction GamblingArmsCompletion of an online survey lasting approximately 25 minutes
3 · Its place in the literature

Who cites it

40 citing papers in PubMed, 2 syntheses or guidelines pooled it, 96 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 2 countries.

Lia NowerCenter for Gambling Studies, Rutgers University, School of Social Work, New Brunswick, NJ, USA.ORCID 0000-0002-2497-8957
Alex BlaszczynskiGambling Research Unit, School of Psychology, University of Sydney, Sydney, Australia.ORCID 0000-0003-1476-0791
Wen Li AnthonyCenter for Gambling Studies, Rutgers University, School of Social Work, New Brunswick, NJ, USA.ORCID 0000-0003-1631-0161
Rutgers, The State University of New Jersey · USThe University of Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsThe pathways model is a highly cited etiological model of problem gambling. In the past two decades, a number of studies have found support for the model's utility in classifying gambling subtypes. The aims of this paper were to refine empirically the model subtypes and to revise and update the model based on those findings. DESIGN AND MEASUREMENT: Observational study using data collected from treatment-seeking problem gamblers using the Problem Gambling Severity Index (PGSI) and the Gambling Pathways Questionnaire (GPQ).

settingTreatment clinics in Canada, Australia and the United States.

participantsA convenience sample of 1168 treatment-seeking problem gamblers, aged 18 years or older.

findingsEmpirically validated risk factors were analyzed using latent class analyses, identifying a three-class solution as the best-fitting model. Those in the largest class (class 1: 44.3%, n = 517) reported the lowest levels of all etiological risk factors. Participants in class 2 (39.5%, n = 461) reported the highest rates of anxiety and depression, both before and after gambling became a problem, as well as childhood maltreatment, and a high level of gambling for stress-coping. Those in class 3 (16.3%, n = 190) reported high levels of impulsivity; risk-taking, including sexual risk-taking; antisocial traits; and coping to provide meaning in life and to alleviate stress.

conclusionsThe revised pathways model of problem gambling includes three classes of gamblers similar to the three subtypes in the original pathways model, but class 3 in the revised pathways model is distinct from class 2, showing higher levels of risk-taking and antisocial traits and gambling motivated by a desire for meaning/purpose and/or to alleviate stress. Class 2 in the revised pathways model demonstrates high levels of childhood maltreatment as well as gambling for stress-coping.

Indexed as

GamblingAntisocial Personality DisorderAnxietyHumansImpulsive BehaviorSurveys and QuestionnairesComorbidityetiologygamblinggambling assessmentgambling disordergambling treatmentproblem gamblingsubtypes

Identifiers

PMID34792223
PMCPMC9299878
OpenAlexW3214321100

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.