ArticleInternational journal for equity in health2018
Facilitators and barriers of sociodemographic data collection in Canadian health care settings: a multisite case study evaluation.
Article in International journal for equity in health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Income Security Health Promotion: Addressing Patients' Unmet Income Needs in a Toronto Family Practice, a Qualitative Study.International journal of social determinants of health and health services · 2026Article
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- Implementing the screening for poverty and related social determinants and intervening to improve knowledge of and links to resources (SPARK) in primary care clinics across Canada.Family practice · 2026Article
- Primary care provider and clinic staff perspectives on the collection of demographic and social needs data in primary care clinics across five Canadian provinces.Family medicine and community health · 2026Article
- Understanding patient preferences on providing sociodemographic information in an acute care setting: a qualitative study.BMC health services research · 2025Article
- Testing regular expression searches and machine learning models to determine housing instability and low income status from primary care electronic medical record data in Toronto, Ontario.BMC public health · 2025Article
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- Experience with sociodemographic data collection in the Canadian paediatric surgical context: A quality improvement initiative.Paediatrics & child health · 2025Article
- Collecting sociodemographic data in primary care: qualitative interviews in community health centres.BJGP open · 2025Article
- Perspectives on Using Artificial Intelligence to Derive Social Determinants of Health Data From Medical Records in Canada: Large Multijurisdictional Qualitative Study.Journal of medical Internet research · 2025Article
- A study of the enablers and barriers to the collection of sociodemographic data by public health units in Ontario, Canada during the COVID-19 pandemic.BMC public health · 2024Article
- Screening for poverty and related social determinants to improve knowledge of and links to resources (SPARK): development and cognitive testing of a tool for primary care.BMC primary care · 2023Article
- Collection and Use of Social Determinants of Health Data in Inpatient General Internal Medicine Wards: A Scoping Review.Journal of general internal medicine · 2023Article
- Article
- Data resource profile: a nationally representative linked pregnancy cohort in Canada integrating clinical, social, and environmental data.International journal of population data science · 2023Article
- Primary care-based interventions to address the financial needs of patients experiencing poverty: a scoping review of the literature.International journal for equity in health · 2021Article
- Barriers and facilitators to the implementation of a novel web-based sleep apnea management platform.Sleep · 2021Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite growing awareness of the importance of social determinants of health, research remains limited about the implementation of sociodemographic data collection in Canadian health care settings. Little is known about the salient contextual factors that enable or hinder collection and use of social information to improve quality of care in clinical settings. This study examines the perceptions and experiences of managers and care providers to better understand how to support organizational efforts to collect and use sociodemographic data to provide equity-oriented care.
methodsCase studies of three diverse urban health care settings employed semi-structured individual and group interviews with managers and care providers respectively to explore their experiences with implementation. Data was analyzed separately and in context for each site as part of an individual case study. A thematic analysis of interview transcripts was performed with an inductive approach to coding of segments of the text. Constructs of the Consolidated Framework for Implementation Research (CFIR) were used as an analytical framework to structure the data to support cross case comparisons of facilitators and barriers to implementation across settings.
resultsSeveral perceived facilitators and barriers to implementation were identified that clustered around three CFIR domains: intervention, inner setting and characteristics of individuals. Macro level (outer setting) factors were relatively unexplored. Sites were motivated by their recognition of need for social information to improve quality of care. Organizational readiness for implementation was demonstrated by priorities that reflected concern for equity in care, leadership support and commitment to an inclusive process for stakeholder engagement. Barriers included perceived relevance of only a subset of sociodemographic questions to service delivery, staff capacity and comfort with data collection as well as adequate resources (funding and time).
conclusionAlthough system level mandates were underexplored, they may accelerate adoption and implementation of sociodemographic data collection in the presence of organizational readiness. Standardized tools integrated into information systems and workflows would support adequately trained personnel. More research is needed to understand important factors in rural health settings and with clinical application to inform care delivery pathways.
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