# Patient preferences for key organizational features of primary cardiovascular care in Quebec: a discrete choice experiment

## TL;DR

This study explores what features of primary care Quebec patients with cardiovascular disease prefer, finding that accessibility and continuity of care are especially important.

## Contribution

The study identifies specific organizational features influencing patient choice in cardiovascular care using a discrete choice experiment.

## Key findings

- All five organizational attributes significantly influenced patients' choice of primary care practice.
- Improving short-term accessibility had the largest effect on patients' choice probability.
- Best continuity of care was more valued by older patients and those in poorer health.

## Abstract

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.

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.

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.

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.

The online version contains supplementary material available at 10.1186/s12875-025-02810-4.