1. Xinyi Liu, Luying Zhang, Xianqun Fan, Wen Chen. Impact of family doctor system on diabetic patients with distinct service utilisation patterns: a difference-in-differences analysis based on group-based trajectory modelling. BMJ global health, 2024, 9(9), e014717.
2. Xinyi Liu, Simiao Chen, Donglan Zhang, et al. Projected Prevalence and Economic Burden of Alzheimer’s Disease and Related Dementias in China: Regional Disparities and Policy Implications. Health Data Science, 2025, 5: 0377.
3. Xinyi Liu, Luxia Zhang, Yan Li. Enhancing Alzheimer's Disease and Related Dementia Burden Projections and Policy Targeting in China—Reply. Health Data Science, 2026, 6: 0435.
4. Xinyi Liu, Xiao Han, Jianjun Chen, et al. Measuring Digital Transformation in Chinese Hospitals: Development and Validation of a Digital Maturity Evaluation Framework. Journal of Medical Systems, DOI: 10.1007/s10916-026-02438-6. (Accepted)
5. Xinyi Liu, Chunhui Gao, Mingyue Wei, Guohong Li, Xianqun Fan*. Impact of Family Mutual Aid System for Personal Medical Insurance Accounts on Paediatric Patients' Outpatient Utilisation Patterns and Costs: a difference-in-differences analysis. Health policy and planning, czae100.
6. Bonan Fan, Xuanjing Li, Yipeng Lv, Xiang Gao, Shan Zhao, Stella Wong, Xinyi Liu*, and Yan Li*. Cost-Effectiveness of Increasing Outdoor Activity in Preventing Myopia in Children and Adolescents in China. China CDC Weekly. 2025, 7(28), 947–951. https://doi.org/10.46234/ccdcw2025.158.
7. Liu Xingyi, Zhang Luying, Chen Wen. Impact of the family doctor system on the continuity of care for diabetics in urban China: a difference-in-difference analysis. BMJ Open. 2023, 13(2): e065612. doi: 10.1136/bmjopen-2022-065612.
8. Liu Xingyi, Zhang Luying, Chen Wen. Trends in economic burden of type 2 diabetes in China: Based on longitudinal claim data. Frontiers in Public Health. 2023, 11: 1062903. doi:10.3389/fpubh.2023.1062903
9. Luying Zhang, Xinyi Liu, Wen Chen. Can gatekeepers help contain health-care costs for diabetes in one eastern city in China: a multistage difference-in-difference analysis. The Lancet, 2020, 396(S1):5.
10. 刘心怡,陈建均,俞陈昊,李国红,范先群. 医院数字成熟度评价研究系统综述. 中国医院管理, 2025, 45 (02): 1-5.
11. 刘心怡,李国红,范先群. 我国公立医院数字成熟度的概念框架与应用建议. 中国医院管理, 2025, 45 (02): 6-9.
12. 陈建均,刘心怡,李国红. 上海市三级公立医院数字化发展现况调查与分析. 中国医院管理, 2025, 45 (02): 10-13.
13. 韩啸,刘心怡,余松轩,侯冷晨,李国红. 公立医院数字化转型与医院质量安全管理的关联分析. 中国医院管理, 2025, 45 (02): 14-17.
14. 丁帅,朱源波,王浩,王一凡,刘心怡,范先群.基于医联网的智慧医疗平台行动设计新实践:从远程医疗系统到资源协同平台.管理世界, 2025, 41(11): 235-248.
15. 李刚, 陈建均, 刘心怡, 李岩, 李国红, 范先群. 数字技术在医疗机构的应用与发展研究. 中国工程科学,2025,27(6):20-31.
16. 刘心怡, 张璐莹, 陈文. 国家谈判药品的医保管理实践案例研究. 中国医疗保险, 2021(03): 34-37.
17. 刘心怡, 张璐莹,尚春晓,刘睿洁.DRG付费下创新药品支付的国际经验与启示.世界临床药物. 2021,42(07): 547-550.
18. 刘心怡, 陈文. 奥希替尼用于EGFR+晚期非小细胞肺癌患者一线治疗的药物经济学评价. 世界临床药物, 2021, 42(02): 135-142.
19. 刘心怡, 刘稳, 陈文, 蒋虹丽. 整合式卫生服务的国际进展与启示. 医学与社会, 2020,33(02): 14-17.
20. 刘心怡, 张璐莹,陈文. 国家谈判准入药品在各地的医保管理政策梳理与分析. 中国卫生政策研究, 2019, 12(09): 77-81.
21. 刘心怡, 何丽月, 杨莉. 药品福利管理的发展及应用现状系统评价. 中国循证医学杂志, 2019, 19(05): 595-601.