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Fernainy P, Cohen AA, Murray E, Losina E, Lamontagne F, Sourial N. Rethinking the pros and cons of randomized controlled trials and observational studies in the era of big data and advanced methods: a panel discussion. BMC Proc 2024; 18:1. [PMID: 38233894 PMCID: PMC10795211 DOI: 10.1186/s12919-023-00285-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024] Open
Abstract
Randomized controlled trials (RCTs) have traditionally been considered the gold standard for medical evidence. However, in light of emerging methodologies in data science, many experts question the role of RCTs. Within this context, experts in the USA and Canada came together to debate whether the primacy of RCTs as the gold standard for medical evidence, still holds in light of recent methodological advances in data science and in the era of big data. The purpose of this manuscript, aims to raise awareness of the pros and cons of RCTs and observational studies in order to help guide clinicians, researchers, students, and decision-makers in making informed decisions on the quality of medical evidence to support their work. In particular, new and underappreciated advantages and disadvantages of both designs are contrasted. Innovations taking place in both of these research methodologies, which can blur the lines between the two, are also discussed. Finally, practical guidance for clinicians and future directions in assessing the quality of evidence is offered.
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Affiliation(s)
- Pamela Fernainy
- Department of Health Management, Evaluation and Policy, School of Public Health, University of Montreal, Montreal, QC, Canada.
- Research Centre of the Centre Hospitalier de L'Université de Montréal (CHUM), Montreal, QC, Canada.
| | - Alan A Cohen
- Department of Family and Emergency Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Montreal, QC, Canada
- CHUS Research Centre, Montreal, QC, Canada
- Centre de Recherche Sur Le Vieillissement, Montreal, QC, Canada
- Butler Columbia Aging Center, New York, NY, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University New York, New York, USA
| | - Eleanor Murray
- School of Public Health, Boston University, Boston, MA, USA
| | - Elena Losina
- Harvard Medical School Department of Orthopedic Surgery, Cambridge, MA, USA
| | - Francois Lamontagne
- CHUS Research Centre, Montreal, QC, Canada
- Departement de Medicine, University of Sherbrooke, Montreal, QC, Canada
| | - Nadia Sourial
- Department of Health Management, Evaluation and Policy, School of Public Health, University of Montreal, Montreal, QC, Canada
- Research Centre of the Centre Hospitalier de L'Université de Montréal (CHUM), Montreal, QC, Canada
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Smith MSR, Saberi S, Ajaykumar A, Zhu MMT, Gadawski I, Sattha B, Maan EJ, Van Shalkwyk J, Elwood C, Pick N, Murray MCM, Boucoiran I, Money DM, Côté HCF. Robust tobacco smoking self-report in two cohorts: pregnant women or men and women living with or without HIV. Sci Rep 2023; 13:7711. [PMID: 37173380 PMCID: PMC10182043 DOI: 10.1038/s41598-023-34249-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 04/26/2023] [Indexed: 05/15/2023] Open
Abstract
Understanding the true burden of tobacco smoking on adverse pregnancy outcomes is critical in generating appropriate interventions to improve outcomes. Self-reporting of human behaviour that is associated with stigma is associated with underreporting in general and may bias the impact of smoking in studies; however, self-reporting is frequently the most practical method of gleaning this information. The objective of this study was to evaluate concordance between self-reported smoking and concentrations of plasma cotinine, a biomarker of smoking, among participants enrolled in two related HIV cohorts. A total of 100 pregnant women (76 living with HIV [LWH] and 24 negative controls) in their third trimester, and 100 men and non-pregnant women (43 LWH and 57 negative controls) were included. Among all participants, 43 pregnant women (49% LWH and 25% negative controls) and 50 men and non-pregnant women (58% LWH and 44% negative controls) were self-reported smokers. The odds of discordance between self-reported smoking and cotinine levels were not significantly different between self-reported smokers and non-smokers, nor between pregnant women and others, but were significantly increased, regardless of self-reported status, among people LWH compared to negative controls. The overall concordance between plasma cotinine and self-reported data among all participants was 94% with a sensitivity and specificity of 90% and 96%, respectively. Taken together, these data demonstrate that participant surveying in a non-judgemental context can lead to accurate and robust self-report smoking data among both persons LWH and not, including in the context of pregnancy.
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Affiliation(s)
- Marie-Soleil R Smith
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
- Centre for Blood Research, UBC, Vancouver, BC, Canada
| | - Sara Saberi
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
- Centre for Blood Research, UBC, Vancouver, BC, Canada
| | - Abhinav Ajaykumar
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
- Centre for Blood Research, UBC, Vancouver, BC, Canada
| | - Mayanne M T Zhu
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
| | - Izabelle Gadawski
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
- Centre for Blood Research, UBC, Vancouver, BC, Canada
| | - Beheroze Sattha
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
| | - Evelyn J Maan
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
| | - Julie Van Shalkwyk
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
- Department of Obstetrics and Gynaecology, UBC, Vancouver, BC, Canada
| | - Chelsea Elwood
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
- Department of Obstetrics and Gynaecology, UBC, Vancouver, BC, Canada
| | - Neora Pick
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
- Department of Medicine, Division of Infectious Diseases, UBC, Vancouver, BC, Canada
| | - Melanie C M Murray
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
- Department of Medicine, Division of Infectious Diseases, UBC, Vancouver, BC, Canada
| | - Isabelle Boucoiran
- Department of Obstetrics and Gynaecology and School of Public Health, Université de Montréal, Montreal, QC, Canada
- Women and Children Infectious Diseases Center, CHU Sainte-Justine, Montreal, QC, Canada
| | - Deborah M Money
- Women's Health Research Institute, Vancouver, BC, Canada
- Oak Tree Clinic, Vancouver, BC, Canada
- Department of Obstetrics and Gynaecology, UBC, Vancouver, BC, Canada
| | - Hélène C F Côté
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada.
- Centre for Blood Research, UBC, Vancouver, BC, Canada.
- Women's Health Research Institute, Vancouver, BC, Canada.
- Department of Pathology & Laboratory Medicine, University of British Columbia, G227-2211 Wesbrook Mall, Vancouver, BC, V6T 2B5, Canada.
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Skerritt L, Kaida A, Savoie É, Sánchez M, Sarmiento I, O’Brien N, Burchell AN, Bartlett G, Boucoiran I, Kestler M, Rouleau D, Loutfy M, de Pokomandy A. Factors and Priorities Influencing Satisfaction with Care among Women Living with HIV in Canada: A Fuzzy Cognitive Mapping Study. J Pers Med 2022; 12:jpm12071079. [PMID: 35887575 PMCID: PMC9320512 DOI: 10.3390/jpm12071079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 11/30/2022] Open
Abstract
Engagement along the HIV care cascade in Canada is lower among women compared to men. We used Fuzzy Cognitive Mapping (FCM), a participatory research method, to identify factors influencing satisfaction with HIV care, their causal pathways, and relative importance from the perspective of women living with HIV. Building from a map of factors derived from a mixed-studies review of the literature, 23 women living with HIV in Canada elaborated ten categories influencing their satisfaction with HIV care. The most central and influential category was “feeling safe and supported by clinics and healthcare providers”, followed by “accessible and coordinated services” and “healthcare provider expertise”. Participants identified factors that captured gendered social and health considerations not previously specified in the literature. These categories included “healthcare that considers women’s unique care needs and social contexts”, “gynecologic and pregnancy care”, and “family and partners included in care.” The findings contribute to our understanding of how gender shapes care needs and priorities among women living with HIV.
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Affiliation(s)
- Lashanda Skerritt
- Department of Family Medicine, McGill University, Montreal, QC H3S 1Z1, Canada; (L.S.); (I.S.); (G.B.)
| | - Angela Kaida
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada; (A.K.); (M.S.)
| | - Édénia Savoie
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC H4A 3J1, Canada;
| | - Margarite Sánchez
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada; (A.K.); (M.S.)
- Viva Women, Vancouver, BC V5Z 0C9, Canada
| | - Iván Sarmiento
- Department of Family Medicine, McGill University, Montreal, QC H3S 1Z1, Canada; (L.S.); (I.S.); (G.B.)
| | - Nadia O’Brien
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montreal, QC H2X 0A9, Canada; (N.O.); (D.R.)
| | - Ann N. Burchell
- Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada;
| | - Gillian Bartlett
- Department of Family Medicine, McGill University, Montreal, QC H3S 1Z1, Canada; (L.S.); (I.S.); (G.B.)
- Department of Family and Community Medicine, University of Missouri, Columbia, MO 65211, USA
| | - Isabelle Boucoiran
- Centre Hospitalier Universitaire Sainte-Justine, Université de Montréal, Montreal, QC H3T 1C5, Canada;
| | | | - Danielle Rouleau
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montreal, QC H2X 0A9, Canada; (N.O.); (D.R.)
| | - Mona Loutfy
- Women’s College Research Institute, Toronto, ON M5S 1B2, Canada;
| | - Alexandra de Pokomandy
- Department of Family Medicine, McGill University, Montreal, QC H3S 1Z1, Canada; (L.S.); (I.S.); (G.B.)
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC H4A 3J1, Canada;
- Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
- Correspondence: ; Tel.: +1-514-843-2090
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Skerritt L, Kaida A, O'Brien N, Burchell AN, Bartlett G, Savoie É, Boucoiran I, Gormley R, Kestler M, Money D, Loutfy M, de Pokomandy A. Patterns of changing pregnancy intentions among women living with HIV in Canada. BMC WOMENS HEALTH 2021; 21:350. [PMID: 34615492 PMCID: PMC8496032 DOI: 10.1186/s12905-021-01492-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 09/23/2021] [Indexed: 12/01/2022]
Abstract
Background Women with an undetectable viral load can become pregnant and have children with no risk of HIV transmission to their sexual partners and low risk of transmission to their infants. Contemporary pregnancy intentions of women living with HIV in Canada are poorly understood, evidenced by high rates of unintended pregnancy and low uptake of contraceptives. Methods We used longitudinal survey data from the Canadian HIV Women’s Sexual and Reproductive Health Cohort Study (CHIWOS) to measure and compare pregnancy intentions (Yes vs No vs Unsure) at baseline, 18-months and 36-months follow-up (from 2013 to 2018) among women living with HIV of reproductive age (16–49 years) and potential. We used Sankey diagrams to depict changes in pregnancy intentions over time and multivariable logistic regression to examine the relationship between pregnancy intention within 2 years and subsequent pregnancy. Results At baseline, 41.9% (119/284) of women intended to become pregnant, 43.3% did not, and 14.8% were unsure. Across 36-months of follow-up, 41.9% (119/284) of women changed their pregnancy intentions, with 25% changing from intending to not intending to become pregnant and 13.1% vice versa. Pregnancy intentions were not strongly associated with subsequent pregnancy between baseline and 18-months (aOR 1.44; 95% CI 0.53, 3.72) or between 18 and 36-months (aOR 2.17; 95% CI 0.92, 5.13). Conclusions Our findings underscore the need for healthcare providers to engage in ongoing discussions with women living with HIV to support their dynamic pregnancy intentions.
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Affiliation(s)
| | - Angela Kaida
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Nadia O'Brien
- Centre de Recherche du Centre Hospitalier de l'Université de Montreal (CRCHUM), Montreal, Canada
| | - Ann N Burchell
- Department of Family and Community Medicine, Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada
| | - Gillian Bartlett
- Department of Family and Community Medicine, University of Missouri, Columbia, USA
| | - Édénia Savoie
- Chronic Viral Illness Service, McGill University Health Centre, Glen Site 1001 Decarie Blvd., Rm D02.4110, Montreal, QC, H4A 3J1, Canada
| | - Isabelle Boucoiran
- Women and Children's Infectious Diseases Center, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
| | - Rebecca Gormley
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada.,British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Mary Kestler
- Oak Tree Clinic, BC Women's Hospital and Health Centre, Vancouver, Canada.,Faculty of Medicine, University of British Colombia, Vancouver, Canada
| | - Deborah Money
- Oak Tree Clinic, BC Women's Hospital and Health Centre, Vancouver, Canada.,Faculty of Medicine, University of British Colombia, Vancouver, Canada
| | - Mona Loutfy
- Women's College Research Institute, Women's College Hospital, Toronto, Canada
| | - Alexandra de Pokomandy
- Department of Family Medicine, McGill University, Montreal, Canada. .,Chronic Viral Illness Service, McGill University Health Centre, Glen Site 1001 Decarie Blvd., Rm D02.4110, Montreal, QC, H4A 3J1, Canada.
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