RESEARCH PAPERS

Mechanism of Data Value Realization in Community-Home-Based Smart Elderly Care: Driving Forces and Pathway Evolution

  • Yao Leye ,
  • Jiang Xin
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  • School of Public Administration, Sichuan University, Chengdu 610065
Yao Leye, Professor, PhD, Doctoral Supervisor, E-mail: leyeyao@scu.edu.cn; Jiang Xin, Doctoral Candidate.

Received date: 2025-06-24

  Revised date: 2025-11-17

  Online published: 2026-05-07

Supported by

This work is supported by the key project of National Social Science Fund of China titled “Research on the Organization, Service and Application of Smart Elderly Care Data Resources for the Healthy China Strategy” (Grant No. 22AZD159).

Abstract

[Purpose/Significance] In light of the weakness in theoretical research and the lack of replicable operational paradigms for data value realization in this field, this study is to uncover the driving forces and evolutionary paths of data value realization, providing theoretical insight for the efficient utilization and precise empowerment of smart elderly care data. [Method/Process] Adopting a multiple case study approach, the research selects Y Community in Wuhou District, Chengdu, and X Home-Based Elderly Care Service Center in Xinwu District, Wuxi, as case sites. Applying grounded theory methodology, the study conducts three levels of coding on the case materials and constructs a mechanism model of data value release in community-home-based smart elderly care. [Results/Conclusion] The findings reveal that the release of data value in community-home-based smart elderly care is primarily driven by three core forces: stakeholder participation, technological embedding, and institutional guidance. It evolves through a four-stage path—value perception, value activation, value realization, and value emergence—forming a mechanism model of data value release structured around the main logic of “core motivation, path evolution, and continuous release.” This model offers theoretical guidance and methodological reference for fully unlocking the value of elderly care data and optimizing community-home-based smart elderly care services.

Cite this article

Yao Leye , Jiang Xin . Mechanism of Data Value Realization in Community-Home-Based Smart Elderly Care: Driving Forces and Pathway Evolution[J]. Library and Information Service, 2026 , 70(10) : 43 -53 . DOI: 10.13266/j.issn.0252-3116.2026.10.004

References

[1] 张京唐, 芮国强. 大数据驱动的智慧健康养老:现实表征、内在要素与优化路径[J]. 湖南社会科学, 2023(5): 132-141. (ZHANG J T, RUI G Q. Big data-driven smart and healthy elderly care: realistic representation, internal elements, and optimization paths [J]. Social sciences in hunan, 2023(5): 132-141.)
[2] 阎安. 论社区居家养老:中国城市养老模式的新选择[J]. 科学·经济·社会, 2007(2): 86-89, 93. (YAN A. On the community-based housing support: the new choice for the elderly-care patterns in urban cities in China [J]. Science economy society, 2007(2): 86-89, 93.)
[3] 王成, 李东阳, 周玉萍. 社区智慧养老服务供给——责任网络、现实约束与机制构建[J]. 人口与经济, 2023(1): 120-138. (WANG C, LI D Y, ZHOU Y P. The supply of community-based smart elderly care services: responsibility network, realistic constraints and mechanism construction[J]. Population & economics, 2023(1): 120-138.)
[4] 练靖雯, 李新月, 赵宇翔, 等. 数智协同, 颐养共筑:智慧养老数据资源建设的多主体协作机制探究[J]. 情报理论与实践, 2025, 48(7): 19-28. (LIAN J W, LI X Y, ZHAO Y X, et al. Exploring the multi-actor collaboration mechanism in smart senior care data resources development [J]. Information studies: theory & application, 2025, 48(7): 19-28.)
[5] 国家数据局, 中央网信办, 科技部, 等.《“数据要素×”三年行动计划(2024—2026)》[EB/OL]. [2026-02-02]. https://www.nda.gov.cn/sjj/zhuanti/ztsjysx/qt/0902/ff808081-91bfe71b-0191-d61c0cad-052a.pdf. (National Data Administration, Cyberspace Administration of China, Ministry of Science and Technology, et al. Three-year action plan for ‘data element×’ (2024–2026)[EB/OL]. [2026-02-02]. https://www.nda.gov.cn/sjj/zhuanti/ztsjysx/qt/0902/ff808081-91bfe71b-0191-d61c0cad-052a.pdf.)
[6] 民政部. 民政部关于印发《“十四五”民政信息化发展规划》的通知[EB/OL]. [2026-02-02]. https://www.gov.cn/zhengce/zhengceku/2021-12/30/content_5665421.htm. (Ministry of Civil Affairs. Notice on issuing the ‘14th five-year plan for the development of civil affairs informatization’[EB/OL]. [2026-02-02]. https://www.gov.cn/zhengce/zhengceku/2021-12/30/content_5665421.htm.)
[7] 刘振奋, 刘晓昀. 社区居家养老服务数智化转型进路研究[J]. 理论探索, 2025(4): 78-85. (LIU Z F, LIU X Y. A study on the digital-intelligent transformation path of community-based home elderly care services [J]. Theoretical exploration, 2025(4): 78-85.)
[8] 杨良初, 施文凯. 我国社区居家养老服务改革:实践、挑战与建议[J]. 地方财政研究, 2022(9): 84-91. (YANG L C, SHI W K. Reform of community-based home elderly care services in China: practice, challenges and suggestions [J]. Sub national fiscal research, 2022(9): 84-91.)
[9] DONG F, YIN J, XIANG J, et al. EWM-FCE-ODM-based evaluation of smart community construction: from the perspective of residents’ sense of gain[J]. Sustainability, 2023, 15(8): 6587.
[10] 赵恒伯, 黄锡金, 吴海波. 智慧社区居家养老服务绩效评价指标体系的构建研究[J]. 企业经济, 2025, 44(2): 69-78. (ZHAO H B, HUANG X J, WU H B. Construction of performance evaluation index system for smart community-based home elderly care services[J]. Enterprise economy, 2025, 44(2): 69-78.)
[11] LEE S H, TSENG H C, KU H C. IoT-based intelligent building system for community-based care[EB/OL]. [2026-02-02]. https://ieeexplore.ieee.org/abstract/document/9869274.
[12] 张成岗, 宁学斯. 基层社区智慧养老的生成逻辑及实践路径——基于TOE框架的案例探索[J]. 公共管理学报, 2025, 22(3): 89-101, 171. (ZHANG C G, NING X S. The formation logic and practical path of smart elderly care in grassroots communities ——case exploration based on TOE framework [J]. Journal of public management, 2025, 22(3): 89-101, 171.)
[13] 左美云, 段睿睿, 林琳. 智慧养老数据资源治理体系研究:基于活动理论视角[J]. 西安交通大学学报(社会科学版), 2024, 44(3): 40-51. (ZUO M Y, DUAN R R, LIN L. Research on construction of performance evaluation indicator system of home-based elderly care services in smart communities [J]. Journal of Xi’an Jiaotong University (social sciences), 2024, 44(3): 40-51.)
[14] 姚乐野, 杨雨琪. 基于多元主体的智慧养老数据资源要素界定及其分类研究[J]. 情报资料工作, 2025, 46(1): 22-32. (YAO L Y, YANG Y Q. Research on the definition and classification of smart elderly care data resource elements based on multiple subjects [J]. Information and documentation services, 2025, 46(1): 22-32.)
[15] 袁莉.智慧养老数据资源体系的总体架构研究[J]. 情报资料工作, 2025, 46(1): 33-39. (YUAN L. Research on the overall architecture of smart elderly care data resource system [J]. Information and documentation services, 2025, 46(1): 33-39.)
[16] 武萍, 朱旭峰.智慧养老服务数据安全治理:理念重塑与监管创新[J]. 甘肃行政学院学报, 2024(1): 113-123, 128. (WU P, ZHU X F. Data security governance of smart elderly care services: concept reshaping and supervision innovation [J]. Journal of Gansu Administration Institute, 2024(1): 113-123, 128.)
[17] YU Z, DONG X, WEN Z, et al. A blockchain-based dynamic symmetric searchable encryption scheme for sharing elderly health data[C]//International Conference on Web Information Systems and Applications. Singapore: Springer Nature, 2024: 389-402.
[18] 李姗蔓, 姚乐野. 数据驱动智慧养老服务的场景化解析——以行动者网络理论为框架[J]. 情报资料工作, 2025, 46(1): 40-49. (LI S M, YAO L Y. Scenario-based analysis of data-driven smart elderly care services: based on the actor-network theory framework [J]. Information and documentation services, 2025, 46(1): 40-49.)
[19] 毛基业, 李亮. 管理学质性研究的回顾、反思与展望[J]. 南开管理评论, 2018, 21(6): 12-16. (MAO J Y, LI L. A review, reflection and prospect of qualitative research in management science[J]. Nankai business review, 2018, 21(6): 12-16.)
[20] EISENHARDT K M. Building theories from case study research[J]. Academy of management review, 1989, 14(4): 532-550.
[21] EISENHARDT K M, GRAEBNER M E. Theory building from cases: opportunities and challenges[J]. Academy of management journal, 2007, 50(1): 25-32.
[22] 罗伯特·K·殷. 案例研究: 设计与方法[M]. 周海涛, 李永贤, 李虔, 译. 重庆: 重庆大学出版社, 2010:33-61. (YIN R K. Case study research: design and methods[M]. ZHOU H T, LI Y X, LI Q, trans. Chongqing: Chongqing University Press, 2010: 33-61.)
[23] STRAUSS A L, CORBIN J M.质性研究概论[M]. 徐宗国, 译. 台北: 巨流出版社, 1997: 42. (STRAUSS A L, CORBIN J M. Basics of qualitative research[M]. XU Z G, trans. Taipei: Ju Liu Press, 1997: 42.)
[24] 张妍, 叶许婕, 赵宇翔, 等. 价值共创视角下智慧养老数据生态系统框架构建初探[J]. 情报理论与实践, 2025, 48(7): 10-18. (ZHANG Y, YE X J, ZHAO Y X, et al. Exploring the construction of smart senior care data ecosystem framework from the perspective of value co-creation[J]. Information studies: theory & application, 2025, 48(7): 10-18.)
[25] 梁宏姣.生活方式跃迁:从数字技术嵌入到智慧养老适应的实践逻辑[J]. 哈尔滨工业大学学报(社会科学版), 2025, 27(1): 74-81. (LIANG H J. Lifestyle transition: from the embedding of digital technology to the adaptation of smart elderly care [J]. Journal of Harbin Institute of Technology(social sciences edition), 2025, 27(1): 74-81.)
[26] RAY S J, CHERIAN J, LIBERTY A M, et al. Recognition of basic activities of daily living using wearable devices for older adults: scoping review[J]. Journal of medical Internet research, 2025, 27: 1-14.
[27] [1]李新月, 练靖雯, 王晰, 等. 智慧养老数据化的进路:由来、范畴与框架[J]. 图书情报知识, 2025, 42(4): 27-40. (LI X Y, LIAN J W, WANG X, et al. The datafication approach of smart senior care: origins, connotation, and frameworks[J]. Documentation, information & knowledge, 2025, 42(4): 27-40.)
[28] 周凌一, 周宁, 祝辰浪. 技术赋能智慧养老服务的实践逻辑和优化路径——以上海市为例[J]. 电子政务, 2023(2): 43-57. (ZHOU L Y, ZHOU N, ZHU C L. Practical logic and optimization path of technology empowering smart elderly care services: a case study of Shanghai[J]. E-government, 2023(2): 43-57.)
[29] 刘佳, 李佳忆, 宋芳漪. 基于系统动力学的图书馆知识服务价值共创机理研究[J]. 图书情报工作, 2024, 68(24): 38-54. (LIU J, LI J Y, SONG F Y. Research on the mechanisms of value co-creation in library knowledge services based on system dynamics [J]. Library and information service, 2024, 68(24): 38-54.)
[30] 成都市人民代表大会常务委员会.《成都市数据条例》[EB/OL]. [2026-02-02]. https://www.sc.gov.cn/10462/10778/10876/2022/12/7/ef18ce54605f4223950da663815255f4.shtml. (Standing Committee of Chengdu Municipal People’s Congress. Chengdu data regulations [EB/OL]. [2026-02-02]. https://www.sc.gov.cn/10462/10778/10876/2022/12/7/ef18ce54605f4223950da663815255f4.shtml.)
[31] 江苏省市场监督管理局.《智慧养老建设规范》[EB/OL]. [2026-02-02]. https://mzt.jiangsu.gov.cn/art/2019/2/28/art_78630_9482990.html. (Jiangsu Administration for Market Regulation. Specifications for the construction of smart elderly care[EB/OL]. [2026-02-02]. https://mzt.jiangsu.gov.cn/art/2019/2/28/art_78630_9482990.html.)
[32] 无锡市人民政府办公室. 市政府办公室关于印发无锡市“十四五”老龄事业发展规划的通知[EB/OL]. [2026-02-02]. https://www.wuxi.gov.cn/doc/2022/08/29/3741837.shtml. (General Office of Wuxi Municipal People’s Government. Notice on issuing the ‘14th five-year plan for the development of the aging undertaking in Wuxi’[EB/OL]. [2026-02-02]. https://www.wuxi.gov.cn/doc/2022/08/29/3741837.shtml.)
[33] 袁红, 王焘. 基于元人种志和DEMATEL的政府开放数据价值实现评价框架研究[J]. 情报理论与实践, 2023, 46(4): 131-140. (YUAN H, WANG T. Research on the evaluation framework of open government data value realization based on meta- ethnography and DEMATEL [J]. Information studies: theory & application, 2023, 46(4): 131-140.)
[34] 刘天畅, 王艺璇, 张晓宇, 等. 我国智慧养老平台服务生态系统的数据资源需求模型构建研究[J]. 图书情报工作, 2024, 68(16): 3-16. (LIU T C, WANG Y X, ZHANG X Y, et al. Research on the construction of the data resource demand model for the service ecosystem of China’s smart aging service platform [J]. Library and information service, 2024, 68(16): 3-16.)
[35] 冯哲. 数据要素流通规则的思考与探索——以产业数据为视角[J]. 科技与法律(中英文), 2023(3): 30-36. (FENG Z. Thoughts and exploration on the data element circulation rules——from the perspective of industrial data [J]. Science technology and law Chinese-English version, 2023(3): 30-36.)
[36] 侯晓丽, 赵需要, 周庆山, 等. 政府开放数据生态链价值共创机理与节点优化策略研究[J]. 情报理论与实践, 2024, 47(5): 67-77. (HOU X L, ZHAO X Y, ZHOU Q S, et al. Study on the multi-subject value co-creation mechanism and nodes’ optimization strategies of government’s open data eco-chain [J]. Information studies: theory & application, 2024, 47(5): 67-77.)
[37] 马费成, 熊思玥, 孙玉姣, 等. 数据分类分级确权对数据要素价值实现的影响[J]. 信息资源管理学报, 2024, 14(1): 4-12. (MA F C, XIONG S Y, SUN Y J, et al. Impact of data classified and graded rights confirmation on the realization of the value of data elements [J]. Journal of information resources management, 2024, 14(1): 4-12.)
[38] RITALA P, KERÄNEN J, FISHBURN J, et al. Selling and monetizing data in B2B markets: four data-driven value propositions[EB/OL]. [2026-02-02]. https://www.sciencedirect.com/science/article/pii/S0166497223002468.
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