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Primary care bonus payments and patient-reported access in urban Ontario: a cross-sectional study
Kamila Premji1, Ewa Sucha2, Richard H Glazier2
1Department of Family Medicine, Schulich School of Medicine & Dentistry (Premji, Freeman, Ryan), Western University, London, Ont.; Department of Family Medicine (Premji), University of Ottawa; ICES uOttawa (Sucha, Hogg), Ottawa Hospital Research Institute, Ottawa, Ont.; ICES Toronto (Glazier, Kiran); Department of Family and Community Medicine and MAP Centre for Urban Health Solutions (Glazier, Kiran), St. Michael's Hospital, University of Toronto, Toronto, Ont.; ICES Queen's (Green); Department of Family Medicine (Green); Health Services and Policy Research Institute (Green, Frymire), Queen's University, Kingston, Ont.; Institute of Health Policy Management and Evaluation (Wodchis), University of Toronto, Toronto, Ont.; Institute for Better Health (Wodchis), Trillium Health Partners, Mississauga, Ont.; Institut du Savoir Montfort (Hogg), Ottawa, Ont.; Centre for Studies in Family Medicine (Freeman), Department of Family Medicine; Department of Epidemiology and Biostatistics (Ryan), Schulich School of Medicine & Dentistry, Western University, London, Ont. kpremji@uwo.ca.
Background:
Rurality strongly correlates with higher pay-for-performance access bonuses, despite higher emergency department use and fewer primary care services than in urban settings. We sought to evaluate the relation between patient-reported access to primary care and access bonus payments in urban settings.
Methods:
We conducted a cross-sectional, secondary data analysis using Ontario survey and health administrative data from 2013 to 2017. We used administrative data to calculate annual access bonuses for eligible urban family physicians. We linked this payment data to adult (≥ 16 yr) patient data from the Health Care Experiences Survey to examine the relation between access bonus achievement (in quintiles of the proportion of bonus achieved, from lowest [Q1, reference category] to highest [Q5]) and 4 patient-reported access outcomes. The average survey response rate to the patient survey during the study period was 51%. We stratified urban geography into large, medium and small settings. In a multilevel regression model, we adjusted for patient-, physician- and practice-level covariates. We tested linear trends, adjusted for clustering, for each outcome.
Results:
We linked 18 893 respondents to 3940 physicians in 414 bonus-eligible practices. Physicians in small urban settings earned the highest proportion of their maximum potential access bonuses. Access bonus achievement was positively associated with telephone access (Q2 odds ratio [OR] 1.18, 95% confidence interval [CI] 0.98-1.42; Q3 OR 1.34, 95% CI 1.10-1.63; Q4 OR 1.46, 95% CI 1.19-1.79; Q5 OR 1.87, 95% CI 1.50-2.33), after hours access (Q2 OR 1.26, 95% CI 1.09-1.47; Q3 OR 1.46, 95% CI 1.23-1.74; Q4 OR 1.77, 95% CI 1.46-2.15; Q5 OR 1.88, 95% CI 1.52-2.32), wait time for care (Q2 OR 1.01, 95% CI 0.85-1.20; Q3 OR 1.17, 95% CI 0.97-1.41; Q4 OR 1.27, 95% CI 1.05-1.55; Q5 OR 1.63, 95% CI 1.32-2.00) and timeliness (Q2 OR 1.29, 95% CI 0.98-1.69; Q3 OR 1.29, 95% CI 0.94-1.77; Q4 OR 1.58, 95% CI 1.16-2.13; Q5 OR 1.98, 95% CI 1.38-2.82). When stratified by geography, we observed several of these associations in large urban settings, but not in small urban settings. Trend tests were statistically significant for all 4 outcomes.
Interpretation:
Although the access bonus correlated with access in larger urban settings, it did not in smaller settings, aligning with previous research questioning its utility in smaller geographies. The access bonus may benefit from a redesign that considers geography and patient experience.
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