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Patient preferences for key organizational features of primary cardiovascular care in Quebec: a discrete choice
Claudio Del Grande1,2, Janusz Kaczorowski3,4, Marie-Pascale Pomey3,5
1Health Innovation and Evaluation Hub, University of Montreal Hospital Research Centre, Montreal, QC, Canada. c.del.grande@umontreal.ca.
Insights
Patients prioritize accessible and continuous primary care for cardiovascular health. Practices should balance key features like accessibility and continuity for better patient choice.
Area of Science:
- Health Services Research
- Primary Care Medicine
- Patient Preference Research
Background:
- Cardiovascular diseases (CVD) are major global health burdens and frequent primary care concerns.
- Understanding patient preferences for primary care is crucial for managing chronic conditions like CVD.
- This study explored how organizational features influence patient choice of primary care practices for CVD management.
Purpose of the Study:
- To investigate the impact of key organizational attributes on patient selection of primary care practices for cardiovascular care.
- To identify patient priorities in primary care settings for managing chronic cardiovascular conditions.
Main Methods:
- A discrete choice experiment survey was conducted with 501 Quebec residents at risk for or with CVD.
- Respondents evaluated hypothetical primary care practices based on attributes like accessibility, continuity, and communication.
- Generalized multinomial logit modeling analyzed choices to estimate attribute importance and marginal effects.
Main Results:
- All five evaluated attributes significantly affected practice choice.
- The negative impact of worst attribute levels was more pronounced than the positive impact of best levels.
- Improving short-term accessibility had the largest effect on patient choice; continuity was valued but dependent on accessibility.
Conclusions:
- Primary care practices benefit from a balanced approach across key organizational features rather than excelling in one.
- Interactions between patient preferences for accessibility and continuity are vital for organizational change in primary care.
- Further research is needed to confirm generalizability across different populations and regions.
Background:
Cardiovascular diseases and their risk factors are leading causes of morbidity and mortality worldwide, and are among the top reasons for primary care visits. Little is known about patient preferences for primary care in the context of chronic conditions. This study aimed to investigate the effect of key organizational features identified by patients and providers on patients' choice of a preferred primary care practice to receive cardiovascular care.
Methods:
A discrete choice experiment survey was completed by a weighted online sample of 501 Quebec residents having or being at risk of cardiovascular disease. Respondents completed one of two blocks of nine choice sets by indicating, among three hypothetical primary care practice alternatives in each choice set, their preferred and second-most preferred options. Alternatives were differentiated on the basis of five key attributes identified as priorities in an earlier Delphi study: listening to and respecting care preferences; providing personalized information; 24-to- 48-h accessibility in the event of a problem; continuity of care; and up-to-date clinical skills. Each attribute could be assigned a best, moderate, or worst level. Choices were analyzed using generalized multinomial logit modeling. Marginal effects and choice probabilities for policy-relevant scenarios were estimated.
Results:
All five attributes significantly influenced choices of primary care practice. The marginal effects of worst attribute levels were of much greater magnitude than those of best levels for all attributes. Improving short-term accessibility from worst to moderate level had the largest average incremental effect on the probability of patients choosing a practice. Best continuity of care was more valued by older patients and those in poorer general health, but had nonsignificant impact unless it was coupled with enhanced short-term accessibility.
Conclusions:
A balanced approach across the key organizational features covered seems more advantageous for primary care practices than focusing solely on achieving excellence in any single attribute. The interactions between patient preferences for short-term accessibility and continuity of care should be taken into account when planning and implementing organizational change in primary care. Whether these preferences are generalizable to other jurisdictions and subsets of primary care patients deserves further exploration.
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