From awareness to adoption: a panoramic perspective on the utilization of Internet Medical Services among Chinese patients with chronic disease

IMS adoption is governed by multidimensional determinants beyond access, including cognitive, socio-economic, and other factors. Counterintuitive patterns (e.g., affluent patients' rejection of Online Health) necessitate tiered interventions, such as eHealth literacy programs for vulnerable groups, service standardization to mitigate distrust, and regulatory frameworks to ensure data security. This study's dual-method framework (matrix analysis and SEM) critically delineated barrier typologies through staged decomposition, establishing an evidence-based scaffold for optimizing digital health equity.

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Publication Details

Journal
BMC Health Services Research
Published
2025-10-27
DOI
https://doi.org/10.1186/s12913-025-13601-z
Citations
2
Primary Topic
Mobile Health and mHealth Applications
Type
article
Field-Weighted Citation Impact
5.63
Controls
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article

From awareness to adoption: a panoramic perspective on the utilization of Internet Medical Services among Chinese patients with chronic disease

Yixin Pan, Jiahui Feng, Rui Song, Xiaoying Lin et al.
2 citations
BMC Health Services Research
Mobile Health and mHealth Applications
5.63
article

From awareness to adoption: a panoramic perspective on the utilization of Internet Medical Services among Chinese patients with chronic disease

Yixin Pan, Jiahui Feng, Rui Song, Xiaoying Lin, Xiaoyi Wu, Yingyue Yang, Rui Qiu
article en
2 citations

Abstract

IMS adoption is governed by multidimensional determinants beyond access, including cognitive, socio-economic, and other factors. Counterintuitive patterns (e.g., affluent patients' rejection of Online Health) necessitate tiered interventions, such as eHealth literacy programs for vulnerable groups, service standardization to mitigate distrust, and regulatory frameworks to ensure data security. This study's dual-method framework (matrix analysis and SEM) critically delineated barrier typologies through staged decomposition, establishing an evidence-based scaffold for optimizing digital health equity.

BMC Health Services ResearchVol. 25(1)
Shandong University (CN), Second Hospital of Shandong University (CN), Qilu Hospital of Shandong University (CN)
Openalex Percentile: Top 4%
Mobile Health and mHealth Applications
5.63
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