SPECIAL TOPIC: Scientific Innovation and Knowledge Transformation from the Perspective of New Quality Productive Forces

Research on the Valorization Path of Data Elements in Online Health Communities from the Perspective of Information Ecology

  • Liu Ting ,
  • Liu Yang ,
  • Lu Quan
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  • 1 School of Public Policy and Management, Nanchang University, Nanchang 330031;
    2 School of Information Management, Whuan University, Wuhan 430072;
    3 Digital Literacy and Skills Enhancement Research Center, Jiangxi Province Philosophy and Social Science Key Research Base, Nanchang University, Nanchang 330031

Received date: 2025-01-02

  Revised date: 2025-04-03

  Online published: 2025-12-05

Supported by

This work is supported by the youth project of National Social Science Fund of China, titled “Research on the Value Formation Mechanism and Release Path of Online Health Data Elements” (Grant No. 24CTQ047); and youth project of Jiangxi Province Social Science “14th Five Year Plan” Fund, titled “Research on Social Media Public Opinion Monitoring and Management Under Public Health Emergencies” (Grant No. 23TQ03).

Abstract

[Purpose/Significance] The value release of data elements in combination with application scenarios is a hot topic in the current academia and industry. This paper comprehensively sorts out the process of data element valorization in online health community, explores its role mechanism, and clearly and systematically elaborates the process of data element valorization in online health community. It provides certain reference for fully releasing the value of data elements. [Method/Process] Based on the information ecology theory, the content analysis method was used to carry out qualitative research on the literature related to online health community research, summarized and refined the components of the information ecology of data element valorization through multiple rounds of coding analysis, constructed the path model of that with the goal of releasing data element value to the maximum, and analyzed the internal mechanism of its realization. [Result/Conclusion] The elements of information personnel, information, information technology, information environment and system value constitute the path model of data element valorization in online health communities, and the multiple synergies and dynamic feedback mechanisms among the elements promote the progressive realization of data element value.

Cite this article

Liu Ting , Liu Yang , Lu Quan . Research on the Valorization Path of Data Elements in Online Health Communities from the Perspective of Information Ecology[J]. Library and Information Service, 2025 , 69(24) : 94 -106 . DOI: 10.13266/j.issn.0252-3116.2025.24.007

References

[1] 中国政府网.中共中央国务院印发《“健康中国2030”规划纲要》[EB/OL]. [2025-10-21]. https://www.gov.cn/lianbo/bumen/202401/content6924380. htm. (China.gov.cn. CPC Central Committee and State Council issues outline of “Healthy China 2030” plan [EB/OL]. [2025-10-21]. https://www.gov.cn /lianbo/ bumen/202401/content6924380.htm.)
[2] 新华社.《“数据要素×”三年行动计划(2024—2026年)》发布[EB/OL]. [2025-10-21]. https://www.gov.cn/lianbo/bumen/202401/content6924380.htm. (Xinhua News Agency. Three-year action plan for “data elements×” (2024—2026) released[EB/OL]. [2025-10-21]. https://www.gov.cn/lianbo/bumen/202401/ content 6924380.htm.)
[3] NARDI B, O’DAY V. Information ecologies: using technology with heart [M]. Massachusetts: MIT Press, 1999.
[4] 马费成, 吴逸姝, 卢慧质.数据要素价值实现路径研究[J]. 信息资源管理学报, 2023, 13(2): 4-11. (MA F C, WU Y S, LU H Z. Research on the path to realize the value of data elements[J]. Journal of information resources management, 2023, 13(2): 4-11.)
[5] 阳巧英, 夏义堃.我国数据要素价值形成机理、影响因素与实现路径——基于扎根理论的分析[J]. 图书与情报, 2023(2): 12-22. (YANG Q Y, XIA Y K. The formation mechanism, influencing factors and implementation path of data factor value[J]. Library & information, 2023(2): 12-22.)
[6] 尹西明, 林镇阳, 陈劲, 等.数据要素价值化动态过程机制研究[J]. 科学学研究, 2022, 40(2): 220-229. (YIN X M, LIN Z Y, CHEN J, et al. Research on the dynamic value creation process of data element[J]. Studies in science of science, 2022, 40(2): 220-229.)
[7] 沙勇忠, 魏兴飞.“数据要素×应急管理”的乘数效应机理与激活路径[J]. 图书情报知识, 2024, 41(2): 18-22. (SHA Y Z, WEI X F. Mechanism of the multiplier effect of “data elements×emergency management” and its activation pathway[J]. Documentation, information & knowledge, 2024, 41(2): 18-22.)
[8] 曾绍伦, 杨慧丽, 张頔.考虑数据要素投入的省域制造业全要素生产率及其影响因素研究[J]. 统计与决策, 2024, 40(23): 103-108. (ZENG S L, YANG H L, ZHANG D. A study of total factor productivity and its influencing factors in provincial manufacturing industries considering data factor input[J]. Statistics & decision, 2024, 40(23): 103-108.)
[9] 申素平, 李江.教育数据要素的价值化及其交易机制构建[J]. 教育发展研究, 2024, 44(Z1): 1-8. (SHEN S P, LI J. Valorization of educational data elements and the construction of its trading mechanism[J]. Research in educational development, 2024, 44(Z1): 1-8.)
[10] 朱庆华, 王晰, 赵宇翔.数据要素在医疗健康领域的内涵、价值与应用[J]. 图书情报知识, 2024, 41(2): 13-17. (ZHU Q H, WANG X, ZHAO Y X. The connotation, value and application of data elements in the healthcare field[J]. Documentation, information & knowledge, 2024, 41(2): 13-17.)
[11] 翟运开, 郭瑞芳, 王宇, 等.数据生命周期视角下的医疗健康大数据质量评价研究[J]. 现代情报, 2024, 44(1): 116-129. (ZHAI Y K, GUO R F, WANG Y, et al. Research on quality evaluation of medical and health big data from the perspective of data life cycle[J]. Journal of modern information, 2024, 44(1): 116-129.)
[12] MARTIJN V D E, FABER M J, AARTS J W, et al. Using online health communities to deliver patient-centered care to people with chronic conditions[J]. Journal of medical Internet research, 2013, 15(6): e115.
[13] GOH J M, GAO G, AGARWAL R, et al. The creation of social value: can an online health community reduce rural-urban health disparities? [J]. Management information systems quarterly, 2016, 40(1): 247-263.
[14] 张海涛, 崔阳, 王丹, 等.基于概念格的在线健康社区用户画像研究[J]. 情报学报, 2018, 37(9): 912-922. (ZHANG H T, CUI Y, WANG D, et al. Study of online healthy community user profile based on concept lattice [J]. Journal of the China Society for Scientific and Technical Information, 2018, 37(9): 912-922.)
[15] 盛姝, 黄奇, 郑姝雅, 等.在线健康社区中用户画像及主题特征分布下信息需求研究——以医享网结直肠癌圈数据为例[J]. 情报学报, 2021, 40(3): 308-320. (SHENG S, HUANG Q, ZHENG S Y, et al. Study of user information requirements in an online health community based on the distribution of user profile and theme features: taking colorectal cancer data from Yixiang as an example[J]. Journal of the China Society for Scientific and Technical Information, 2021, 40(3): 308-320.)
[16] DESSART L, DUCLOU M. Health and fitness online communities and product behavior[J]. Journal of product and brand management, 2019, 28(2): 188-199.
[17] WANG X, ZHAO K, STREET N. Analyzing and predicting user participations in online health communities: a social support perspective[J]. Journal of medical internet research, 2017, 19(4): e130.
[18] 吴江, 李姗姗, 周露莎, 等.基于随机行动者模型的在线医疗社区用户关系网络动态演化研究[J]. 情报学报, 2017, 36(2): 213-220. (WU J, LI S S, ZHOU L S, et al. Research on dynamic evolution of users’ relationship network in online health community based on stochastic actor-oriented model[J]. Journal of the China Society for Scientific and Technical Information, 2017, 36(2): 213-220.)
[19] ZHANG Y. Toward a layered model of context for health information searching: an analysis of consumer-generated questions[J]. Journal of the American Society for Information Science and Technology, 2013, 64(6): 1158-1172.
[20] LEDERMAN R, FAN H, SMITH S, et al. Who can you trust? Credibility assessment in online health forums[J]. Health policy and technology, 2014, 3(1) :13-25.
[21] 赵雪芹, 吴鹏, 胡慧慧.基于集体价值创造的在线健康社区价值共创行为研究——以“百度抑郁症吧”为例[J]. 情报科学, 2023, 41(3): 109-118. (ZHAO X Q, WU P, HU H H. Value co-creation behavior of online healthy community based on collective value creation: a case study of Baidu’s “depression bar”[J]. Information science, 2023, 41(3): 109-118.)
[22] 李贺, 刘嘉宇, 沈旺, 等.基于模糊认知图的在线健康社区知识推荐研究[J]. 数据分析与知识发现, 2020, 4(12): 55-67. (LI He, LIU J Y, SHEN W, et al. Recommending knowledge for online health community users based on fuzzy cognitive map[J]. Data analysis and knowledge discovery, 2020, 4(12): 55-67.)
[23] HORTON F W. Information ecology[J]. Journal of system management, 1978, 29(9): 32-36.
[24] 王微, 王晰巍, 娄正卿, 等.信息生态视角下移动短视频UGC网络舆情传播行为影响因素研究[J]. 情报理论与实践, 2020, 43(3): 24-30. (WANG W, WANG X W, LOU Z Q, et al. Research on the influencing factors of network public opinion dissemination behavior in user-generated content of mobile video clips from the perspective of information ecology[J]. Information studies: theory & application, 2020, 43(3): 24-30.)
[25] 赵需要, 侯晓丽, 徐堂杰, 等.政府开放数据生态链:概念、本质与类型[J]. 情报理论与实践, 2019, 42(6): 22-28. (ZHAO X Y, HOU X L, XU T J, et al. Government’ s open data eco-chain: concept, essence and types[J]. Information studies: theory & application, 2019, 42(6): 22-28.)
[26] 张丽.基于扎根理论的“图书馆+景区”信息生态系统构建[J]. 情报科学, 2023, 41(10): 40-46. (ZHANG L. Construction of “library + scenic spot’ information ecosystem based on grounded theory[J]. Information science, 2023, 41(10): 40-46.)
[27] 胡漠, 张蕴潮.在线健康社区生态系统架构与关键影响要素识别研究[J]. 图书情报工作, 2023, 67(2): 33-43. (HU M, ZHANG Y C. Research on identifying the architecture and key influencing elements of the online health community ecosystem[J]. Library and information service, 2023, 67(2): 33-43.)
[28] 耿瑞利, 孙瑜, 杨瑞仙, 等.信息生态视角下数据要素价值化驱动因素及发展路径研究[J]. 现代情报, 2025, 45(3): 65-76, 102. (GENG R L, SUN Y, YANG R X, et al. Study on the driving factors and development paths of data elements value creation from the perspective of information ecology[J]. Journal of modern information, 2025, 45(3): 65-76, 102.)
[29] 丁波涛.基于信息生态理论的数据要素市场研究[J]. 情报理论与实践, 2022, 45(12): 36-41, 59. (DING B T. Research on data marketplace based on information ecology theory[J]. Information studies: theory & application, 2022, 45(12): 36-41, 59.)
[30] 张会平, 赵溱, 马太平, 等.我国数据要素市场化流通的两种模式与生态系统构建[J]. 信息资源管理学报, 2023, 13(6): 29-42. (ZHANG H P, ZHAO Q, MA T P, et al. Two modes and ecological system construction of data element market circulation in China[J]. Journal of information resources management, 2023, 13(6): 29-42.)
[31] 顾洁, 刘玉博, 王振, 等.信息生态理论视角下城市数据要素市场就绪度评估[J]. 信息资源管理学报, 2024, 14(2): 82-94, 135. (GU J, LIU Y B, WANG Z, et al. Assessment of urban data element market readiness from the perspective of information ecology theory[J]. Journal of information resources management, 2024, 14(2): 82-94, 135.)
[32] 邱均平, 邹菲.关于内容分析法的研究[J]. 中国图书馆学报, 2004, (2): 14-19. (QIU J P, ZOU F. A study on the content analysis method[J]. Journal of library science in China, 2004(2): 14-19.)
[33] 潘虹, 唐莉.质性数据分析工具在中国社会科学研究的应用——以Nvivo为例[J]. 数据分析与知识发现, 2020, 4(1): 51-62. (PAN H, TANG L. Qualitative data analysis in Chinese social science studies: the case of Nvivo[J]. Data analysis and knowledge discovery, 2020, 4(1): 51-62.)
[34] 李盛楠, 范德成.中国高技术产业技术创新效率影响因素研究——一个理论框架[J]. 科技进步与对策, 2020, 37(7): 43-51. (LI S N, FAN D C. Research on influencing factors of technology innovation efficiency of high-tech industry in China: a theoretical framework[J]. Science & technology progress and policy, 2020, 37(7): 43-51.)
[35] WANG L, YAN L, ZHOU T, et al. Understanding physicians’ online-offline behavior dynamics: an empirical study[J]. Information systems research, 2020, 31(2): 537-555.
[36] SALOVAARA A, LEHMUSKALLIO A, HEDMAN L, et al. Information technologies and transitions in the lives of 55- 65-year-olds: the case of colliding life interests [J]. International journal of human computer studies, 2010, 68(11) :803-821.
[37] DENG Z H, DENG Z H, LIU S, et al. Knowledge transfer between physicians from different geographical regions in China’s online health communities[J]. Information technology and management, 2023, 24(2): 1-16.
[38] 邓朝华, 洪紫映.在线医疗健康服务医患信任影响因素实证研究[J]. 管理科学, 2017, 30(1): 43-52. (DENG Z H, HONG Z Y. An empirical study of patient-physician trust impact factors in Online Healthcare Services [J]. Journal of management science, 2017, 30(1): 43-52.)
[39] ZHAI X, WANG X, HAN A Q, et al. Identification and simulation of key influencing factors of online health information service quality from the perspective of information ecology[J]. Library & information science research, 2023, 45(1): 101218.
[40] 国家卫生健康委医政医管局.关于互联网诊疗监管细则(征求意见稿)公开征求意见的公告[EB/OL]. [2025-10-02]. https://www.gov.cn/hudong/2021-11/23/content_5652641.htm. (Medical Affairs Bureau of the National Health Commission. Announcement on the Public Consultation on the Rules for the Regulation of Internet Diagnosis and Treatment (Exposure Draft) [EB/OL]. [2025-10-02]. https://www.gov.cn/hudong/2021-11/23/content_5652641.htm.)
[41] 岳经纶, 李晓燕.社区视角下的流动人口健康意识与健康服务利用——基于珠三角的研究[J]. 公共管理学报, 2014, 11(4): 125-135, 144. (YUE J L, LI X Y. Health consciousness and health service utilization of the floating population in the pearl river delta area: a community perspective[J]. Journal of public management, 2014, 11(4): 125-135, 144.)
[42] 徐晓萍, 张顺晨, 许庆.市场竞争下国有企业与民营企业的创新性差异研究[J]. 财贸经济, 2017, 38(2): 141-155. (XU X P, ZHANG S C, XU Q. On the difference of innovation between state-owned enterprises and private-owned enterprises under the market competition[J]. Finance & trade economics, 2017, 38(2): 141-155.)
[43] 邓朝华, 邓子豪, 樊国睿, 等.在线健康平台能否减少健康不公平?——基于价值共创视角[J]. 管理世界, 2024, 40(1): 119-140. (DENG Z H, DENG Z H, FAN G R, et al. Can online health platforms reduce health inequity? Based on the perspective of value Co-creation[J]. Journal of management world, 2024, 40(1): 119-140.)
[44] 王帅.突发公共卫生事件情境下在线健康社区用户画像与分群研究[J]. 情报科学, 2022, 40(6): 98-107. (WANG S. Study on user portrait and clustering of online health community in the context of public health emergencies[J]. Information science, 2022, 40(6): 98-107.)
[45] 任中杰, 张鹏, 兰月新, 等. 面向突发事件的网络用户画像情感分析——以天津“8·12”事故为例[J]. 情报杂志, 2019, 38(11): 126-133. (REN Z J, ZHANG P, LAN Y X, et al. Emotional tendency prediction of emergencies based on the portraits of Weibo users taking “8·12” accident in Tianjin as an example[J]. Journal of intelligence, 2019, 38(11): 126-133.)
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