1.A visualized analysis of public hospitals'development in China in digital intelligence era
Chuanli LIU ; Jiuying HU ; Wei SONG
Modern Hospital 2025;25(2):174-178,182
Objective To systematically examine research progress and evolutionary trajectories of public hospitals in China in digital intelligence era,providing foundational references for digital intelligence management studies.Methods Based on papers published in core journals indexed by China National Knowledge Infrastructure(CNKI)from January 2018 to Septem-ber 2024,including those from Peking University Core,CSCD,and CSSCI journals,we conducted a visualized analysis using CiteSpace 6.2.R6 software.The analysis covered publication trends,collaboration networks,research hotspots,and core topics in the field of public hospital management research in the digital intelligence era.Results A total of 385 papers were finally in-cluded,the publication exhibiting an upward trend in number.The authors and affiliations were relatively independent.Such top-ics as"high-quality development""informatization""big data",and"smart hospital"were the predominant hotspots in public hospital management research in China.The research themes included high-quality development of public hospitals,big data ap-plications,and digital transformation and upgrading.Conclusion Smart hospital development remains to be a key research fo-cus.Enhanced interdisciplinary collaboration,methodology innovation,and multidimensional perspectives are recommended to advance hospital digitalization.
2.A visualized analysis of public hospitals'development in China in digital intelligence era
Chuanli LIU ; Jiuying HU ; Wei SONG
Modern Hospital 2025;25(2):174-178,182
Objective To systematically examine research progress and evolutionary trajectories of public hospitals in China in digital intelligence era,providing foundational references for digital intelligence management studies.Methods Based on papers published in core journals indexed by China National Knowledge Infrastructure(CNKI)from January 2018 to Septem-ber 2024,including those from Peking University Core,CSCD,and CSSCI journals,we conducted a visualized analysis using CiteSpace 6.2.R6 software.The analysis covered publication trends,collaboration networks,research hotspots,and core topics in the field of public hospital management research in the digital intelligence era.Results A total of 385 papers were finally in-cluded,the publication exhibiting an upward trend in number.The authors and affiliations were relatively independent.Such top-ics as"high-quality development""informatization""big data",and"smart hospital"were the predominant hotspots in public hospital management research in China.The research themes included high-quality development of public hospitals,big data ap-plications,and digital transformation and upgrading.Conclusion Smart hospital development remains to be a key research fo-cus.Enhanced interdisciplinary collaboration,methodology innovation,and multidimensional perspectives are recommended to advance hospital digitalization.
3.Research on Configuration Paths of Digital Literacy Empowering Medical Students'Innovative Behaviors:Based on Fuzzy-Set Qualitative Comparative Analysis
Jiuying HU ; Qilin ZHANG ; Yili CHU ; Juan WU
Journal of Sichuan University (Medical Sciences) 2024;55(4):964-971
Objective To explore the causal complexity between individual digital literacy and innovative behaviors by focusing on medical students,and to provide scientific references for empowering their innovative behaviors.Methods A questionnaire survey was conducted to collect relevant data from students currently enrolled in a medical school in Anhui Province.Fuzzy-set qualitative comparative analysis(fsQCA)was performed to examine the different combination paths for empowering innovative behaviors in medical students.Results A total of 922 valid questionnaires were collected.Based on six conditional variables of digital literacy,namely information and data literacy,communication and collaboration literacy,digital content creation literacy,security literacy,problem solving literacy,and career-related literacy,there were five configurations for high-level innovation behaviors of medical students,with the overall consistency being 0.816 and the overall coverage being 0.664.On the other hand,there were three configurations for their low-level innovation behaviors,with the overall consistency being 0.901 and the total coverage being 0.585.Conclusion There is a causal complexity between medical students'digital literacy and their innovative behaviors.Different dimensions of digital literacy act synergistically to produce multiple paths to empower medical students'innovative behaviors.Among them,a high level of competence in digital content creation is the core condition that empowers innovative behaviors in medical students,while a low level of problem-solving competence is the key barrier to their innovative behaviors.

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