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Sheikh F, Douglas W, Diao YD, Correia RH, Gregoris R, Machon C, Johnston N, Fox-Robichaud AE. Social determinants of health and sepsis: a case-control study. Can J Anaesth 2024:10.1007/s12630-024-02790-6. [PMID: 38955983 DOI: 10.1007/s12630-024-02790-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 03/17/2024] [Accepted: 04/04/2024] [Indexed: 07/04/2024] Open
Abstract
PURPOSE We aimed to identify whether social determinants of health (SDoH) are associated with the development of sepsis and assess the differences between individuals living within systematically disadvantaged neighbourhoods compared with those living outside these neighbourhoods. METHODS We conducted a single-centre case-control study including 300 randomly selected adult patients (100 patients with sepsis and 200 patients without sepsis) admitted to the emergency department of a large academic tertiary care hospital in Hamilton, ON, Canada. We collected data on demographics and a limited set of SDoH variables, including neighbourhood household income, smoking history, social support, and history of alcohol disorder. We analyzed study data using multivariate logistic regression models. RESULTS The study included 100 patients with sepsis with a median [interquartile range (IQR)] age of 75 [58-84] yr and 200 patients without sepsis with a median [IQR] age of 72 [60-83] yr. Factors significantly associated with sepsis included arrival by ambulance, absence of a family physician, higher Hamilton Early Warning Score, and a recorded history of dyslipidemia. Important SDoH variables, such as individual or household income and race, were not available in the medical chart. In patients with SDoH available in their medical records, no SDoH was significantly associated with sepsis. Nevertheless, compared with their proportion of the Hamilton population, the rate of sepsis cases and sepsis deaths was approximately two times higher among patients living in systematically disadvantaged neighbourhoods. CONCLUSIONS This study revealed the lack of available SDoH data in electronic health records. Despite no association between the SDoH variables available and sepsis, we found a higher rate of sepsis cases and sepsis deaths among individuals living in systematically disadvantaged neighbourhoods. Including SDoH in electronic health records is crucial to study their effect on the risk of sepsis and to provide equitable care.
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Affiliation(s)
- Fatima Sheikh
- Department of Health Research Methods, Evidence and Impact (HEI), Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
- Hamilton Health Sciences, Hamilton, ON, Canada.
- David Braley Research Institute (DBRI), C5-1B, 20 Copeland Ave., Hamilton, ON, L8L 2X2, Canada.
| | - William Douglas
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Yi David Diao
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Rebecca H Correia
- Department of Health Research Methods, Evidence and Impact (HEI), Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Rachel Gregoris
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Christina Machon
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Neil Johnston
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Alison E Fox-Robichaud
- Hamilton Health Sciences, Hamilton, ON, Canada
- Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
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Bayoumi I, Glazier RH, Jaakkimainen L, Premji K, Kiran T, Frymire E, Khan S, Green ME. Trends in attachment to a primary care provider in Ontario, 2008-2018: an interrupted time-series analysis. CMAJ Open 2023; 11:E809-E819. [PMID: 37669813 PMCID: PMC10482493 DOI: 10.9778/cmajo.20220167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/07/2023] Open
Abstract
BACKGROUND Attachment to a regular primary care provider is associated with better health outcomes, but 15% of people in Canada lack a consistent source of ongoing primary care. We sought to evaluate trends in attachment to a primary care provider in Ontario in 2008-2018, through an equity lens and in relation to policy changes in implementation of payment reforms and team-based care. METHODS Using linked, population-level administrative data, we conducted a retrospective observational study to calculate rates of patients attached to a regular primary care provider from Apr. 1, 2008, to Mar. 31, 2019. We evaluated the association of patient characteristics and attachment in 2018 using sex-stratified, adjusted, multivariable logistic regression models and used segmented piecewise regression to evaluate changing trends before and after implementation of a policy that restricted physician entry to alternate models. RESULTS Attachment increased from 80.5% (n = 10 352 385) in 2008 to 88.9% of the population (n = 12 537 172) in 2018, but was lower among people with low comorbidity, high residential instability, material deprivation, rural residence and recent immigrants. Inequities narrowed for recent immigrants, males and people with lower incomes over the study period, but disparities persisted for these groups. Attachment grew by 1.47% annually until 2014 (p < 0.0001), but was stagnant thereafter (annual percent change of 0.13, p = 0.16). INTERPRETATION Lack of sustained progress in attachment followed reduced levels of physician entry to alternate funding models. Although disparities narrowed for many groups over the study period, persistent gaps remained for immigrants and people with lower incomes; targeted interventions and policy changes are needed to address these persistent gaps.
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Affiliation(s)
- Imaan Bayoumi
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont.
| | - Richard H Glazier
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Liisa Jaakkimainen
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Kamila Premji
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Tara Kiran
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Eliot Frymire
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Shahriar Khan
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
| | - Michael E Green
- Department of Family Medicine (Bayoumi), Queen's University; ICES Queen's (Bayoumi, Frymire, Khan, Green), Kingston, Ont.; ICES Central (Glazier, Jaakkimainen, Premji, Kiran); Department of Family and Community Medicine (Glazier, Kiran), University of Toronto, Toronto, Ont.; Health Services and Policy Research Institute (Frymire, Khan, Green), Queen's University, Kingston, Ont
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Breton M, Lamoureux-Lamarche C, Deslauriers V, Laberge M, Arsenault J, Gaboury I, Beauséjour M, Pomey MP, Motulsky A, Talbot A, St-Yves A, Smithman MA, Deville-Stoetzel N, Sauvé C, Abou Malham S. Evaluation of the implementation of single points of access for unattached patients in primary care and their effects: a study protocol. BMJ Open 2023; 13:e070956. [PMID: 36868603 PMCID: PMC9990645 DOI: 10.1136/bmjopen-2022-070956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/05/2023] Open
Abstract
INTRODUCTION Attachment to a primary care provider is an important component of primary care as it facilitates access. In Québec, Canada, attachment to a family physician is a concern. To address unattached patients' barriers to accessing primary care, the Ministry of Health and Social Services mandated Québec's 18 administrative regions to implement single points of access for unattached patients (Guichets d'accès première ligne (GAPs)) that aim to better orient patients towards the most appropriate services to meet their needs. The objectives of this study are to (1) analyse the implementation of GAPs, (2) measure the effects of GAPs on performance indicators and (3) assess unattached patients' experiences of navigation, access and service utilisation. METHODS AND ANALYSIS A longitudinal mixed-methods case study design will be conducted. Objective 1. Implementation will be analysed through semistructured interviews with key stakeholders, observations of key meetings and document analysis. Objective 2. GAP effects on indicators will be measured using performance dashboards produced using clinical and administrative data. Objective 3. Unattached patients' experiences will be assessed using a self-administered electronic questionnaire. Findings for each case will be interpreted and presented using a joint display, a visual tool for integrating qualitative and quantitative data. Intercase analyses will be conducted highlighting the similarities and differences across cases. ETHICS AND DISSEMINATION This study is funded by the Canadian Institutes of Health Research (# 475314) and the Fonds de Soutien à l'innovation en santé et en services sociaux (# 5-2-01) and was approved by the CISSS de la Montérégie-Centre Ethics Committee (MP-04-2023-716).
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Affiliation(s)
- Mylaine Breton
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Catherine Lamoureux-Lamarche
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Véronique Deslauriers
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Maude Laberge
- Department of social and preventive medicine, Université Laval, Québec, Québec, Canada
- Centre de recherche du CHU de Québec-Université Laval, Québec, Québec, Canada
| | - Josée Arsenault
- Direction de l'accès aux services médicaux de première ligne pour la Montérégie, Centre intégré de santé et de services sociaux de la Montérégie-Centre du Québec, Greenfield Park, Québec, Canada
| | - Isabelle Gaboury
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Marie Beauséjour
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Marie-Pascale Pomey
- Department of Family Medicine and Emergency Medicine, Université de Montréal École de Santé Publique, Montréal, Québec, Canada
| | - Aude Motulsky
- Department of Management, Evaluation and Health Policy, Université de Montréal École de Santé Publique, Montréal, Québec, Canada
| | - Annie Talbot
- Department of Family Medicine and Emergency Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Annie St-Yves
- Department of community health sciences, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Mélanie Ann Smithman
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Nadia Deville-Stoetzel
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
| | - Carine Sauvé
- Direction de l'accès aux services médicaux de première ligne pour la Montérégie, Centre intégré de santé et de services sociaux de la Montérégie-Centre du Québec, Greenfield Park, Québec, Canada
| | - Sabina Abou Malham
- Department of community health sciences, Université de Sherbrooke-Campus de Longueuil, Longueuil, Québec, Canada
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Sulis G, Rodrigue V, Wolfson C, McMillan JM, Kirkland SA, Andrew MK, Basta NE. Pneumococcal vaccination uptake and missed opportunities for vaccination among Canadian adults: A cross-sectional analysis of the Canadian Longitudinal Study on Aging (CLSA). PLoS One 2022; 17:e0275923. [PMID: 36240132 PMCID: PMC9565727 DOI: 10.1371/journal.pone.0275923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 09/26/2022] [Indexed: 11/05/2022] Open
Abstract
Introduction In Canada, pneumococcal vaccination is recommended to all adults aged ≥65 and those <65 who have one or more chronic medical conditions (CMCs). Understanding vaccine uptake and its determinants among eligible groups has important implications for reducing the burden of pneumococcal disease. Methods Using data from a large national cohort of Canadian residents aged ≥47 years between 2015–2018, we calculated self-reported pneumococcal vaccine uptake among eligible groups, estimated associations between key factors and non-vaccination, assessed missed opportunities for vaccination (MOV) and examined risk factors for MOV. Adjusted odds ratios (aORs) and 95% confidence intervals (CIs) for relevant associations were estimated through logistic regression. Results 45.8% (95% CI: 45.2–46.5) of 22,246 participants aged ≥65 and 81.3% (95% CI: 80.5–82.0) of 10,815 individuals aged 47–64 with ≥1 CMC reported never having received a pneumococcal vaccine. Receipt of influenza vaccination in the previous year was associated with the lowest odds of pneumococcal non-vaccination (aOR = 0.14 [95% CI: 0.13–0.15] for older adults and aOR = 0.23 [95% CI: 0.20–0.26] for those aged 47–64 with ≥1 CMC). Pneumococcal vaccine uptake was also more likely in case of contact with a family doctor in the previous year (versus no contact), increased with age and varied widely across provinces. Among individuals recently vaccinated against influenza, 32.6% (95% CI: 31.9–33.4) of those aged ≥65 and 71.1% (95% CI: 69.9–72.3) of those aged 47–64 with ≥1 CMC missed an opportunity to get a pneumococcal vaccine. Among individuals who had contact with a family doctor, 44.8% (95% CI: 44.1–45.5) of those aged ≥65 and 80.4% (95% CI: 79.6–81.2) of those aged 47–64 with ≥1 CMC experienced a MOV. Conclusions Pneumococcal vaccine uptake remains suboptimal among at-risk Canadian adults who are eligible for vaccination. Further research is needed to clarify the reasons behind missed opportunities for vaccination and adequately address the main barriers to pneumococcal vaccination.
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Affiliation(s)
- Giorgia Sulis
- Department of Epidemiology, Biostatistics and Occupational Health, School of Population and Global Health, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- * E-mail:
| | - Valérie Rodrigue
- Department of Epidemiology, Biostatistics and Occupational Health, School of Population and Global Health, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Christina Wolfson
- Department of Epidemiology, Biostatistics and Occupational Health, School of Population and Global Health, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Department of Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Jacqueline M. McMillan
- Department of Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
- O’Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Susan A. Kirkland
- Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Melissa K. Andrew
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Nicole E. Basta
- Department of Epidemiology, Biostatistics and Occupational Health, School of Population and Global Health, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
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Shah A, Gasner A, Bracken K, Scott I, Kelly MA, Palombo A. Early generalist placements are associated with family medicine career choice: A systematic review and meta-analysis. MEDICAL EDUCATION 2021; 55:1242-1252. [PMID: 34075608 DOI: 10.1111/medu.14578] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 05/14/2021] [Accepted: 05/27/2021] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Many developed countries have reported shortages of Primary Care (PC) physicians. The lack of a regular primary physician is associated with inferior health outcomes. One strategy to address this shortage is to increase the proportion of medical students selecting a Family Medicine (FM) or PC career. The purpose of this systematic review is to identify whether pre-clerkship general practice placements increase students' interest in, and selection of FM or PC residencies. METHODS Three databases (PubMed, Embase, Web of Science) searched for interventional studies of pre-clerkship generalist placements in medical school. Pooled statistical analysis and meta-analysis were performed, along with narrative summaries when possible. Intervention participants (IP) were compared to controls matched (MC) for baseline interest in FM and an unmatched sample (UC) of contemporary students. FINDINGS A 11 studies were identified including a total of 5430 students (2428 intervention participants and 3002 controls). IPs were more likely to match to FM than both MC (Risk Ratio: 1.62 [95% CI: 1.03-2.55]) and UC (RR: 2.04 [1.46-2.86]). Participation in long interventions (4-11 weeks) matched to FM at higher rates than short (25-40 hours) interventions (RR: 3.15 [2.28-4.35]). The percentage of students with FM/PC as their top specialty of interest increased after the placements (mean difference: +12.8%, n = 586). CONCLUSIONS Medical students who participated in pre-clerkship general practice placements were more likely to match to a FM residency. Longer pre-clerkship placements had a stronger association with FM specialty choice. The implementation of longitudinal block generalist placements in the pre-clerkship years is one strategy for increasing interest in generalist careers. LEVEL OF EVIDENCE IV, systematic review of level III and IV studies.
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Affiliation(s)
- Ajay Shah
- Faculty of Health Sciences, Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Adi Gasner
- Faculty of Health Sciences, Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Keyna Bracken
- Division of Family Medicine, Department of Family Medicine, McMaster University, Hamilton, ON, Canada
| | - Ian Scott
- Department of Family Practice, University of British Columbia, Vancouver, BC, Canada
| | - Martina A Kelly
- Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Alessandra Palombo
- Division of Family Medicine, Department of Family Medicine, McMaster University, Hamilton, ON, Canada
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Perrault-Sequeira L, Torti J, Appleton A, Mathews M, Goldszmidt M. Discharging the complex patient - changing our focus to patients' networks of care providers. BMC Health Serv Res 2021; 21:950. [PMID: 34507571 PMCID: PMC8431846 DOI: 10.1186/s12913-021-06841-2] [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: 09/28/2020] [Accepted: 07/30/2021] [Indexed: 11/18/2022] Open
Abstract
Background A disconnect exists between the idealized model of every patient having a family physician (FP) who acts as the central hub for care, and the reality of health care where patients must navigate a network of different providers. This disconnect is particularly evident when hospitalized multimorbid patients transition back into the community. These discharges are identified as high-risk due to lapses in care continuity. The aim of this study was to identify and explore the networks of care providers in a sample of hospitalized, complex patients, and better understand the nature of their attachments to these providers as a means of discovering novel approaches for improving discharge planning. Methods This was a constructivist grounded theory study. Data included interviews from 30 patients admitted to an inpatient internal medicine service of a midsized academic hospital in Ontario, Canada. Analysis and data collection proceeded iteratively with sampling progressing from purposive to theoretical. Results We identified network of care configurations commonly found in patients with multiple medical comorbidities receiving care from multiple different providers admitted to an internal medicine service. FPs and specialists form the network’s scaffold. The involvement of physicians in the network dictated not only how patients experienced transitions in care but the degree of reliance on social supports and personal capacities. The ideal for the multimorbid patient is an optimally involved FP that remains at the centre, even when patients require more subspecialized care. However, in cases where a rostered FP is non-existent or inadequate, increased involvement and advocacy from specialists is crucial. Conclusions Our results have implications for transition planning in hospitalized complex patients. Recognizing salient network features can help identify patients who would benefit from enhanced discharge support. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06841-2.
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Affiliation(s)
| | - Jacqueline Torti
- Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Centre for Education Research & Innovation - Western University, London, ON, Canada
| | - Andrew Appleton
- Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Maria Mathews
- Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Mark Goldszmidt
- Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Centre for Education Research & Innovation - Western University, London, ON, Canada
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