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ArticleSocial psychiatry and psychiatric epidemiology2025

Met and unmet needs of service users with substance use disorders: a latent class analysis.

Mégane Chantry, Kim Fernandez, Jürgen Magerman, Ilse Goethals, Clara De Ruysscher, Deborah L Sinclair, Philippe Delespaul, Jérôme Antoine, Wouter Vanderplasschen, Vincent Lorant and 1 more

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Article in Social psychiatry and psychiatric epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Mégane ChantryInstitute of Health and Society (IRSS), UCLouvain, B1.30.15, 30, Clos Chapelle-aux-Champs, 1200, Brussels, Belgium. megane.chantry@uclouvain.be.ORCID http://orcid.org/0009-0000-3514-2779
Kim FernandezDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.ORCID http://orcid.org/0009-0004-3444-9946
Jürgen MagermanEQUALITY//Research Collective, HOGENT University of Applied Sciences and Arts, Ghent, Belgium.ORCID http://orcid.org/0009-0002-5568-4211
Ilse GoethalsEQUALITY//Research Collective, HOGENT University of Applied Sciences and Arts, Ghent, Belgium.ORCID http://orcid.org/0000-0003-2772-4132
Clara De RuysscherEQUALITY//Research Collective, HOGENT University of Applied Sciences and Arts, Ghent, Belgium.ORCID http://orcid.org/0000-0001-8601-1875
Deborah L SinclairDepartment of Special Needs Education, Ghent University, Ghent, Belgium.ORCID http://orcid.org/0000-0003-2409-8631
Philippe DelespaulMaastricht University, Maastricht, Netherlands.ORCID http://orcid.org/0000-0001-7420-0898
Jérôme AntoineDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.ORCID http://orcid.org/0000-0001-9890-200X
Wouter VanderplasschenDepartment of Special Needs Education, Ghent University, Ghent, Belgium.ORCID http://orcid.org/0000-0001-6513-4243
Vincent LorantInstitute of Health and Society (IRSS), UCLouvain, B1.30.15, 30, Clos Chapelle-aux-Champs, 1200, Brussels, Belgium.ORCID http://orcid.org/0000-0002-2663-332X
Pablo NicaiseInstitute of Health and Society (IRSS), UCLouvain, B1.30.15, 30, Clos Chapelle-aux-Champs, 1200, Brussels, Belgium.ORCID http://orcid.org/0000-0001-5637-5766

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePeople with substance use disorders (SUD) have multiple associated health and social conditions that may lead to unmet needs, even among those receiving professional support. Furthermore, the fragmented nature of care provision may also contribute to unmet needs. Therefore, we assessed the needs of service users with SUD and identified their need profiles and their determinants. We aimed to identify possible gaps in care that were likely to hamper recovery pathways and to examine whether the care supply was tailored to users' needs.

methodsA convenience sample of 562 service users with SUD drawn from diverse mental health services in Belgium, including specialised services for SUD, were assessed using the Camberwell Assessment of Needs- Short Appraisal Schedule (Patient version). Additional indicators, including social integration, substance use behaviours, service utilisation, and well-being, were also collected. A Latent Class Analysis was performed to identify need profiles.

resultsThree classes of need profiles were identified. The largest class comprised 40% of the sample and included individuals with few needs. The second class encompassed 35% of the sample and represented those whose needs were mainly met by professionals. The third class, accounting for 25% of the sample, included individuals with many unmet needs. Across classes, company, intimate relationships, and sexual expression were the most reported unmet needs. Poor social integration and subjective well-being were associated with more needs, either met or unmet. Females (OR = 2.76, p = 0.025), and those using social services (OR = 2.54, p = 0.022), homecare and outreach services (OR = 3.683, p = 0.003) were more likely to report met needs. In contrast, using multiple substances was associated with unmet needs (OR = 3.87, p = 0.008). There was no significant association between need profiles and the use of specialised services for SUD.

conclusionNeeds of people with SUD go beyond substance use and encompass social relationships. Although no major differences in need profiles were observed based on service utilisation, social integration and interpersonal relationships deserve greater attention from the perspective of the personal recovery of people with SUD.

Indexed as

Health Services Needs and DemandMental Health ServicesNeeds AssessmentSubstance-Related DisordersAdultBelgiumFemaleHumansLatent Class AnalysisMaleMiddle AgedYoung AdultInterpersonal relationshipsLatent class analysis (LCA)Needs assessmentService useSocial integrationSubstance use disorders (SUD)

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Registered trials

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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.