Public preferences for primary healthcare services in Hong Kong: a discrete choice experiment

Primary healthcare has been recognised as an important intervention to enhance public health. Understanding public preferences in primary healthcare policy design is thus essential to achieving higher participation and better service quality through optimised resource allocation. While previous research has focused on macro-level systems, welfare frameworks, and policy legitimacy, there is a lack of literature examining the general public’s primary healthcare preferences from a micro perspective. Our study aims to bridge this gap and provide additional comparative perspectives on primary healthcare service design. We administered a discrete choice experiment to a representative sample of Hong Kong’s general population. Six attributes were developed based on a comprehensive and evidence-based investigation: (1) provider type, (2) payment option, (3) mix of healthcare providers, (4) percentage of Western medicine doctors in the healthcare team, (5) travel time required, and (6) digital services offered. Respondents were presented with six hypothetical scenarios and asked to choose one of two profiles related to these attributes in each scenario. A mixed multinomial logit model was adopted for analysis. We identified a strong public preference for primary healthcare centres run by non-profit organisations and for users to pay any incurred costs directly. Respondents preferred a mix of healthcare providers; however, a shorter travel time and digital services were not attractive to them. The standard deviations across random parameters were large, indicating heterogeneity in preferences. Our findings establish a strong preference for non-profit organisations as primary healthcare providers and for interdisciplinary healthcare teams. High heterogeneity in individual preferences across most of the attributes implies that users expect a high degree of personalisation in primary healthcare services.

Authors

Institutions

Publication Details

Journal
BMC Primary Care
Published
2026-03-27
DOI
https://doi.org/10.1186/s12875-026-03283-9
Primary Topic
Economic and Environmental Valuation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Public preferences for primary healthcare services in Hong Kong: a discrete choice experiment

Tsz For Lo, Lin Nie
BMC Primary Care
Economic and Environmental Valuation
article

Public preferences for primary healthcare services in Hong Kong: a discrete choice experiment

Tsz For Lo, Lin Nie
article en

Abstract

Primary healthcare has been recognised as an important intervention to enhance public health. Understanding public preferences in primary healthcare policy design is thus essential to achieving higher participation and better service quality through optimised resource allocation. While previous research has focused on macro-level systems, welfare frameworks, and policy legitimacy, there is a lack of literature examining the general public’s primary healthcare preferences from a micro perspective. Our study aims to bridge this gap and provide additional comparative perspectives on primary healthcare service design. We administered a discrete choice experiment to a representative sample of Hong Kong’s general population. Six attributes were developed based on a comprehensive and evidence-based investigation: (1) provider type, (2) payment option, (3) mix of healthcare providers, (4) percentage of Western medicine doctors in the healthcare team, (5) travel time required, and (6) digital services offered. Respondents were presented with six hypothetical scenarios and asked to choose one of two profiles related to these attributes in each scenario. A mixed multinomial logit model was adopted for analysis. We identified a strong public preference for primary healthcare centres run by non-profit organisations and for users to pay any incurred costs directly. Respondents preferred a mix of healthcare providers; however, a shorter travel time and digital services were not attractive to them. The standard deviations across random parameters were large, indicating heterogeneity in preferences. Our findings establish a strong preference for non-profit organisations as primary healthcare providers and for interdisciplinary healthcare teams. High heterogeneity in individual preferences across most of the attributes implies that users expect a high degree of personalisation in primary healthcare services.

BMC Primary Care
Hong Kong Polytechnic University (HK)
Partnerships for the goals
Openalex Percentile: Top 10%
Economic and Environmental Valuation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Public preferences for primary healthcare services in Hong Kong: a discrete choice experiment — Tsz For Lo, Lin Nie · BMC Primary Care (2026) | TGRS Research Map | TGRS