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Lacasse A, Nguena Nguefack HL, Page G, Choinière M, Samb OM, Katz J, Ménard N, Vissandjée B, Zerriouh M. Sex and gender differences in healthcare utilisation trajectories: a cohort study among Quebec workers living with chronic pain. BMJ Open 2023; 13:e070509. [PMID: 37518085 PMCID: PMC10387645 DOI: 10.1136/bmjopen-2022-070509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/01/2023] Open
Abstract
OBJECTIVES Chronic pain (CP) is a poorly recognised and frequently inadequately treated condition affecting one in five adults. Reflecting on sociodemographic disparities as barriers to CP care in Canada was recently established as a federal priority. The objective of this study was to assess sex and gender differences in healthcare utilisation trajectories among workers living with CP. DESIGN Retrospective cohort study. PARTICIPANTS This study was conducted using the TorSaDE Cohort which links the 2007-2016 Canadian Community Health Surveys and Quebec administrative databases (longitudinal claims). Among 2955 workers living with CP, the annual number of healthcare contacts was computed during the 3 years after survey completion. OUTCOME Group-based trajectory modelling was used to identify subgroups of individuals with similar patterns of healthcare utilisation over time (healthcare utilisation trajectories). RESULTS Across the study population, three distinct 3-year healthcare utilisation trajectories were found: (1) low healthcare users (59.9%), (2) moderate healthcare users (33.6%) and (3) heavy healthcare users (6.4%). Sex and gender differences were found in the number of distinct trajectories and the stability of the number of healthcare contacts over time. Multivariable analysis revealed that independent of other sociodemographic characteristics and severity of health condition, sex-but not gender-was associated with the heavy healthcare utilisation longitudinal trajectory (with females showing a greater likelihood; OR 2.6, 95% CI 1.6 to 4.1). CONCLUSIONS Our results underline the importance of assessing sex-based disparities in help-seeking behaviours, access to healthcare and resource utilisation among persons living with CP.
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Affiliation(s)
- Anaïs Lacasse
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
- Chronic Pain Epidemiology Laboratory, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Hermine Lore Nguena Nguefack
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
- Chronic Pain Epidemiology Laboratory, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - G Page
- Research Center, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Manon Choinière
- Research Center, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Oumar Mallé Samb
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Joel Katz
- Department of Psychology, York University, Toronto, Ontario, Canada
| | - Nancy Ménard
- Chronic Pain Epidemiology Laboratory, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Bilkis Vissandjée
- Faculty of Nursing and Public Health Research Institute (CReSP), Université de Montréal, Montreal, Quebec, Canada
- SHERPA Research Centre, Montreal, Quebec, Canada
| | - Meriem Zerriouh
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
- Chronic Pain Epidemiology Laboratory, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
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Doctor shopping among chronic noncancer pain patients treated with opioids in the province of Quebec (Canada): incidence, risk factors, and association with the occurrence of opioid overdoses. Pain Rep 2021; 6:e955. [PMID: 35187376 PMCID: PMC8853613 DOI: 10.1097/pr9.0000000000000955] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 07/21/2021] [Accepted: 07/30/2021] [Indexed: 01/04/2023] Open
Abstract
Opioid doctor shopping was a rare phenomenon among people living with chronic noncancer pain but was associated with the occurrence of opioid overdoses. Introduction: Prescription opioids continue to be involved in the opioid crisis, and a better understanding of factors associated with problematic opioid use is needed. Objectives: The aim of this study was to assess the incidence of opioid doctor shopping, a proxy for problematic opioid use, to identify associated risk factors, and to assess its association with the occurrence of opioid overdoses. Methods: This was a retrospective cohort study of people living with chronic noncancer pain (CNCP) and treated with opioids for at least 6 months between 2006 and 2017 in the province of Quebec (Canada). Data were drawn from the Quebec health administrative databases. Doctor shopping was defined as overlapping prescriptions written by ≥ 2 prescribers and filled in ≥3 pharmacies. Results: A total of 8,398 persons with CNCP were included. The median age was 68.0 (Q1: 54; Q3: 82) years, and 37.1% were male. The 1-year incidence of opioid doctor shopping was 7.8%, 95% confidence interval (CI): 7.2–8.5. Doctor shopping was associated with younger age (hazard ratio [HR] 18–44 vs ≥65 years: 2.22, 95% CI: 1.77–2.79; HR 45–64 vs ≥65 years: 1.34, 95% CI: 1.11–1.63), male sex (HR = 1.20, 95% CI: 1.01–1.43), history of substance use disorder (HR = 1.32, 95% CI: 1.01–1.72), and anxiety (HR = 1.41, 95% CI: 1.13–1.77). People who exhibited doctor shopping were 5 times more likely to experience opioid overdoses (HR = 5.25, 95% CI: 1.44–19.13). Conclusion: Opioid doctor shopping is a marginal phenomenon among people with CNCP, but which is associated with the occurrence of opioid overdoses. Better monitoring of persons at high risk to develop doctor shopping could help prevent opioid overdoses.
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Lacasse A, Gagnon V, Nguena Nguefack HL, Gosselin M, Pagé MG, Blais L, Guénette L. Chronic pain patients' willingness to share personal identifiers on the web for the linkage of medico-administrative claims and patient-reported data: The chronic pain treatment cohort. Pharmacoepidemiol Drug Saf 2021; 30:1012-1026. [PMID: 33901339 PMCID: PMC8360172 DOI: 10.1002/pds.5255] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 04/20/2021] [Indexed: 12/12/2022]
Abstract
PURPOSE The linkage between patient-reported data and medico-administrative claims is of great interest for epidemiologic research. The goal of this study was to assess the willingness of people living with chronic pain to share personal identifiers on the web for the linkage of medico-administrative and patient-reported data. METHODS This methodological investigation was achieved in the context of the implementation of the chronic pain treatment (COPE) cohort. A web-based recruitment initiative targeting adults living with chronic pain was conducted in the province of Quebec (Canada). RESULTS A total of 1935 participants completed the questionnaire (mean age: 49.86 ± 13.27; females: 83.69%), 921 (47.60%) of which agreed to data linkage and shared their personal identifiers (name, date of birth, health insurance number online). The most common reasons for refusal were: (1) concerns regarding data security/privacy (25.71%) and (2) the belief that the requested data were too personal/intrusive (13.52%). Some participants did not understand the relevance of data linkage (11.81%). Participants from the COPE cohort and those from the subsample who agreed to data linkage were comparable to other random samples of chronic pain individuals in terms of age and pain characteristics. CONCLUSIONS Although approximately half of the participants refused data linkage, our approach allowed for the implementation of a data platform that contains a diverse and substantial sample. This investigation has also led to the formulation of recommendations for web-based data linkage, including placing items designed to assess willingness to share personal identifiers at the end of the questionnaire, adding explanatory videos, and using a mixed-mode questionnaire.
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Affiliation(s)
- Anaïs Lacasse
- Département des sciences de la santéUniversité du Québec en Abitibi‐Témiscamingue (UQAT)Rouyn‐NorandaCanada
| | - Véronique Gagnon
- Département des sciences de la santéUniversité du Québec en Abitibi‐Témiscamingue (UQAT)Rouyn‐NorandaCanada
| | | | - Mélissa Gosselin
- Département des sciences de la santéUniversité du Québec en Abitibi‐Témiscamingue (UQAT)Rouyn‐NorandaCanada
| | - M. Gabrielle Pagé
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM)MontréalQuébecCanada
- Département d'anesthésiologie et de médecine de la douleur, Faculté de médecineUniversité de MontréalMontréalQuébecCanada
| | - Lucie Blais
- Faculté de pharmacieUniversité de MontréalMontréalCanada
| | - Line Guénette
- Faculté de pharmacieUniversité LavalQuébecQuébecCanada
- Centre de recherche du CHU de Québec – Université LavalQuébecQuébecCanada
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Lacasse A, Pagé MG, Dassieu L, Sourial N, Janelle-Montcalm A, Dorais M, Nguena Nguefack HL, Godbout-Parent M, Hudspith M, Moor G, Sutton K, Thompson JM, Choinière M. Impact of the COVID-19 pandemic on the pharmacological, physical, and psychological treatments of pain: findings from the Chronic Pain & COVID-19 Pan-Canadian Study. Pain Rep 2021; 6:e891. [PMID: 33598594 PMCID: PMC7880148 DOI: 10.1097/pr9.0000000000000891] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/22/2020] [Accepted: 12/01/2020] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Multimodal treatment is recognized as the optimal paradigm for the management of chronic pain (CP). Careful balance between pharmacological and physical/psychological approaches is thus desirable but can be easily disrupted. OBJECTIVES This study aimed at exploring the impact of the COVID-19 pandemic on pharmacological and physical/psychological treatments of CP. METHODS A Pan-Canadian cross-sectional web-based study was conducted between April 16th and May 31st 2020 among adults living with CP when the country was in the ascending slope of the first COVID-19 pandemic wave. RESULTS A total of 2864 participants shared their treatment experience (mean age: 49.7 years and women: 83.5%). Among medication users (n = 2533), 38.3% reported changes in their pharmacological pain treatment. The main reasons were as follows: (1) changes in pain symptoms, (2) lack of access to prescribers/cancellation of medical appointments, and (3) increased medication intake in compensation for stopping physical/psychological treatments because of the pandemic. Among participants who used physical/psychological pain management approaches before the pandemic (n = 2467), 68.3% had to modify their treatments or self-management strategies. Common reasons were lack of access to clinics/exercise facilities and the need to compensate for having to stop another type of physical/psychological treatment because of the pandemic-related public health safety measures. CONCLUSIONS Our study underlines the negative impact of the COVID-19 pandemic on access to pain relief, which is considered a fundamental human right. Results will help to justify resource allocation and inform the development of interventions to be better prepared for waves to come and future health crises.
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Affiliation(s)
- Anaïs Lacasse
- Département des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada
| | - M. Gabrielle Pagé
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département d'anesthésiologie et de médecine de la douleur, Faculté de médecine, Université de Montréal, Montréal, QC, Canada
| | - Lise Dassieu
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Nadia Sourial
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de médecine de famille et de médecine d'urgence, Faculté de médecine, Université de Montréal, Montréal, QC, Canada
| | - Audrée Janelle-Montcalm
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Marc Dorais
- StatSciences Inc., Notre-Dame-de-l'Île-Perrot, QC, Canada
| | - Hermine Lore Nguena Nguefack
- Département des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada
| | - Marimée Godbout-Parent
- Département des Sciences de la Santé, Université du Québec en Abitibi-Témiscamingue (UQAT), Rouyn-Noranda, QC, Canada
| | | | | | | | - James M. Thompson
- Department of Public Health Sciences, Queens University, Kingston, ON, Canada
- Department of Family Medicine, Dalhousie University, Halifax, NS, Canada
| | - Manon Choinière
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département d'anesthésiologie et de médecine de la douleur, Faculté de médecine, Université de Montréal, Montréal, QC, Canada
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Martorella G, Kostic M, Lacasse A, Schluck G, Abbott L. Knowledge, Beliefs, and Attitudes of Emergency Nurses Toward People With Chronic Pain. SAGE Open Nurs 2019; 5:2377960819871805. [PMID: 33415252 PMCID: PMC7774372 DOI: 10.1177/2377960819871805] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/16/2019] [Accepted: 08/01/2019] [Indexed: 11/16/2022] Open
Abstract
More and more people suffering from chronic pain (CP) utilize the emergency department (ED). However, their needs are not properly addressed. Stigmatization toward people with CP can partially explain this gap. Most studies in the ED have been focused on measuring nurses' pain management knowledge in general, not negative attitudes toward CP. Hence, understanding of the determinants of the stigma related to CP is needed. The objectives of this study were to (a) describe the knowledge, beliefs, and attitudes of ED nurses toward people suffering from CP and (b) identify nurses' characteristics associated with these perceptions. A cross-sectional web-based survey design was conducted using the KnowPain-12 questionnaire and the Chronic Pain Myth Scale. A total of 571 participants from 20 different states across the United States were recruited among whom 482 completed the entire survey. The sample included about one third of the ED nurses suffering from CP. Negative beliefs and attitudes toward people with CP were present in a considerable proportion of participants (up to 64%), even in nurses suffering from CP (up to 47.5%). Nevertheless, our results suggest that higher levels of education and suffering from CP were associated with better beliefs and attitudes toward people with CP. The ED presents an increased risk of stigmatization of people with CP as compared with the general population. Identifying determinants of the stigma associated with CP is crucial, as it will help tailoring awareness and educational campaigns. In addition, CP patients utilizing the ED often have complex needs which are difficult to address in this clinical environment. This situation can contribute to negative beliefs and attitudes. Given the scarcity of specialized care clinics for this population, health-care stakeholders should devise solutions to improve continuity of care in primary care settings and between the latter and ED.
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Affiliation(s)
- Geraldine Martorella
- TMH Center for Research and Evidence-Based Practice, College of Nursing, Florida State University, Tallahassee, FL, USA
| | - Michelle Kostic
- College of Nursing, Florida State University, Tallahassee, FL, USA
| | - Anaïs Lacasse
- Laboratoire de recherche en épidémiologie de la douleur chronique, Département des sciences de la santé, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Glenna Schluck
- TMH Center for Research and Evidence-Based Practice, College of Nursing, Florida State University, Tallahassee, FL, USA
| | - Laurie Abbott
- TMH Center for Research and Evidence-Based Practice, College of Nursing, Florida State University, Tallahassee, FL, USA
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