Research ArticleOriginal Research
Using Primary Health Care Electronic Medical Records to Predict Hospitalizations, Emergency Department Visits, and Mortality: A Systematic Review
Rebecca Johnson, Thomas Chang, Rahim Moineddin, Tara Upshaw, Noah Crampton, Emma Wallace and Andrew D. Pinto
The Journal of the American Board of Family
Medicine July 2024, 37 (4) 583-606; DOI: https://doi.org/10.3122/jabfm.2023.230381R1
Rebecca Johnson
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
BScThomas Chang
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
BHScRahim Moineddin
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
PhDTara Upshaw
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
BSc, MHScNoah Crampton
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
MD, CCFP, MScEmma Wallace
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
MB, BAO, BcH, PhD, MICGPAndrew D. Pinto
From the Upstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada (RJ, ADP); Institute for Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (RJ, RM, ADP); Undergraduate Medical Education, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (TC); Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (TU); Department of Family and Community Medicine, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada (NC); Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (NC, ADP); Department of General Practice, University College Cork, Cork, Ireland (EW); Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, Ontario, Canada (ADP).
MD, CCFP, FRCPC, MScReferences
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In this issue
Using Primary Health Care Electronic Medical Records to Predict Hospitalizations, Emergency Department Visits, and Mortality: A Systematic Review
Rebecca Johnson, Thomas Chang, Rahim Moineddin, Tara Upshaw, Noah Crampton, Emma Wallace, Andrew D. Pinto
The Journal of the American Board of Family
Medicine Jul 2024, 37 (4) 583-606; DOI: 10.3122/jabfm.2023.230381R1
Using Primary Health Care Electronic Medical Records to Predict Hospitalizations, Emergency Department Visits, and Mortality: A Systematic Review
Rebecca Johnson, Thomas Chang, Rahim Moineddin, Tara Upshaw, Noah Crampton, Emma Wallace, Andrew D. Pinto
The Journal of the American Board of Family
Medicine Jul 2024, 37 (4) 583-606; DOI: 10.3122/jabfm.2023.230381R1
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