Research on matching of health and wellness tourism model based on user profile under the background of silver economy

Purpose To address issues like supply-demand mismatches and homogenized services in health and wellness tourism under the silver economy, this study aims to construct a “user profile-health and wellness tourism model” matching model to realize precise service. Design/methodology/approach Based on the extended theory of planned behavior, it integrates motivation and past experiences, uses factor analysis and K-means clustering to identify four elderly user profiles, structural equation modeling to verify impacts and cosine similarity for matching, with data from Hebei, Anhui and Hainan. Findings The four profiles highly match “health and wellness” models. Motivation and past experiences positively affect behavioral intentions directly and indirectly through behavioral attitudes, with significant explanatory power. Originality/value It deepens the dynamic explanation of behavioral intentions theoretically and provides scientific support for precise services and industrial upgrading of the silver economy practically.

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Publication Details

Journal
Management Decision
Published
2025-12-24
DOI
https://doi.org/10.1108/md-08-2025-2339
Primary Topic
Global Healthcare and Medical Tourism
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on matching of health and wellness tourism model based on user profile under the background of silver economy

L. C. Liu, Chenxi Zhao, Xudong Wei, Tianjing Cui
Management Decision
Global Healthcare and Medical Tourism
article

Research on matching of health and wellness tourism model based on user profile under the background of silver economy

L. C. Liu, Chenxi Zhao, Xudong Wei, Tianjing Cui
article en

Abstract

Purpose To address issues like supply-demand mismatches and homogenized services in health and wellness tourism under the silver economy, this study aims to construct a “user profile-health and wellness tourism model” matching model to realize precise service. Design/methodology/approach Based on the extended theory of planned behavior, it integrates motivation and past experiences, uses factor analysis and K-means clustering to identify four elderly user profiles, structural equation modeling to verify impacts and cosine similarity for matching, with data from Hebei, Anhui and Hainan. Findings The four profiles highly match “health and wellness” models. Motivation and past experiences positively affect behavioral intentions directly and indirectly through behavioral attitudes, with significant explanatory power. Originality/value It deepens the dynamic explanation of behavioral intentions theoretically and provides scientific support for precise services and industrial upgrading of the silver economy practically.

Management Decision
Gannan Normal University (CN), Shijiazhuang Tiedao University (CN)
Decent work and economic growth
Openalex Percentile: Top 22%
Global Healthcare and Medical Tourism
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