ArticleBMC health services research2022
Exploring social inequalities in healthcare trajectories following diagnosis of diabetes: a state sequence analysis of linked survey and administrative data.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 17 citations in OpenAlex.
- Using sequence and cluster analysis to characterize variables that unfold over time: implementation and practical considerations for epidemiologists.American journal of epidemiology · 2026Article
- Article
- Cultural Influences, Experiences and Interventions Targeting Self-Management Behaviours for Prediabetes or Type 2 Diabetes in First-Generation Immigrants: A Scoping Review.Journal of advanced nursing · 2025Article
- Exploring patterns in pediatric type 1 diabetes care and the impact of socioeconomic status.BMC medicine · 2025Article
- Estimating the burden of dementia and parkinsonism through a novel identification algorithm based on healthcare administrative data.Frontiers in public health · 2025Article
- Robustness assessment of regressions using cluster analysis typologies: a bootstrap procedure with application in state sequence analysis.BMC medical research methodology · 2024Article
- Discovering patterns in outpatient neurology appointments using state sequence analysis.BMC health services research · 2023Article
- Identifying common patterns of health services use: a longitudinal study of older Swiss adults' care trajectories.BMC health services research · 2022Article
- Ambulatory Healthcare Use Profiles of Patients With Diabetes and Their Association With Quality of Care: A Cross-Sectional Study.Frontiers in endocrinology · 2022Article
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSocial inequalities in complications associated with diabetes mellitus persist. As a primary care sensitive condition (PCSC), this association could be related to differential access to primary care. Our objectives are to establish a typology of care trajectories following a new diagnosis, and to explore social determinants of trajectories.
methodsWe used the TorSaDe (The Care Trajectories-Enriched Data) cohort, which links Canadian Community Health Survey respondents to health administrative data. Care trajectories were mapped over a two-year period following a new diagnosis and analysed using state sequence and clustering methods. Associations between individual and geographic characteristics with trajectory types were assessed with multinomial logistic regression.
resultsThree trajectories were identified: Regular Family Physician (FP) Predominant, Specialist Physician Predominant, and Few Services. With Regular FP as the reference, males had higher odds of experiencing the Few Services trajectory, higher education was associated with higher odds of both the Few Services and the Specialist trajectories, and immigrants had higher odds of the Specialist trajectory. Diagnoses in a physician's office, as opposed to in hospital, were associated with higher odds of the Regular FP trajectory.
conclusionsThe Regular FP trajectory most closely aligns with the management principles of the PCSC approach. We did not find strong evidence of social status privileging access to this trajectory. However, the association with location of diagnosis suggests that efforts to ensure patients diagnosed in hospital are well linked to a regular family physician for follow up may help to reduce unnecessary specialist use and meet PCSC goals.
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