Evidence map›Paper›PMID 40062205›Full record

ArticleFrontiers in pain research (Lausanne, Switzerland)2025

Unpacking excessive polypharmacy patterns among individuals living with chronic pain in Quebec: a longitudinal study.

Gwenaelle De Clifford-Faugère, Hermine Lore Nguena Nguefack, Nancy Ménard, Sylvie Beaudoin, M Gabrielle Pagé, Line Guénette, Catherine Hudon, Oumar Mallé Samb, Anaïs Lacasse

Abstract read
In one paragraph

Article in Frontiers in pain research (Lausanne, Switzerland), 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

9 authors.

Gwenaelle De Clifford-FaugèreDépartement des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada.
Hermine Lore Nguena NguefackDépartement des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada.
Nancy MénardChaire de Recherche Institutionnelle en épidémiologie de la Douleur Chronique, UQAT, Rouyn-Noranda, QC, Canada.
Sylvie BeaudoinChaire de Recherche Institutionnelle en épidémiologie de la Douleur Chronique, UQAT, Rouyn-Noranda, QC, Canada.
M Gabrielle PagéCentre de Recherche, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada.
Line GuénetteAxe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC, Canada.
Catherine HudonDépartement de Médecine de Famille et Médecine d'urgence, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC, Canada.
Oumar Mallé SambDépartement des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada.
Anaïs LacasseDépartement des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Excessive polypharmacy, which can be defined as the concurrent use of ≥10 medications, is prevalent among individuals with chronic pain. However, it remains unclear how it may vary between individuals or over time. Objectives: This study aimed to describe and identify factors associated with trajectories of excessive polypharmacy. Methods: A retrospective longitudinal study was conducted using the TorSaDE Cohort, which links Canadian Community Health Surveys (2007-2016) and Quebec health administrative databases. Among 9,156 adults living with chronic pain and covered by public prescribed drug insurance, the presence of excessive polypharmacy (yes/no) was assessed monthly for one-year post-survey completion (12 time points). Group-based trajectory modelling was applied to identify groups with similar patterns over time (trajectories). Multivariable multinomial regression was used to identify factors associated with trajectory membership. Results: Four trajectories were obtained: (1) "No excessive polypharmacy" (74.8%); (2) "Sometimes in excessive polypharmacy" (8.6%); (3) "Often in excessive polypharmacy" (6.1%); 4) "Always in excessive polypharmacy" (10.5%). Factors associated with the "always in excessive polypharmacy" trajectory membership were: being older, being born in Canada, having a lower income, having a higher comorbidity index score, more severe pain intensity, and more daily activities prevented by pain, reporting arthritis or back pain and poorer perceived general health, and having a family physician. Using opioids or benzodiazepines, having a lower alcohol consumption, doing less physical activity, a higher number of prescribers and visits to a family physician also predicted being always in excessive polypharmacy. Discussion: This study identifies distinct trajectories of excessive polypharmacy in adults with chronic pain, emphasizing key sociodemographic and clinical factors and the need for tailored interventions for effective medication management.

Indexed as

chronic paingroup-based trajectory modellinghealth administrative datahealthcarepolypharmacytrajectories

Identifiers

PMID40062205
PMCPMC11885514

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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.