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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Hypertension | Research

Impact of capitation on physicians’ behavior among patients with hypertension: an interrupted time series study in rural China

Authors: Jiani Zhang, Jincao Yan, Yunke Shi, Ning Zhang

Published in: BMC Public Health | Issue 1/2024

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Abstract

Objective

The purpose of this study is to explore the change in physicians’ hypertension treatment behavior before and after the reform of the capitation in county medical community.

Methods

Spanning from January 2014 to December 2019, monthly data of outpatient and inpatient were gathered before and after the implementation of the reform in April 2015. We employed interrupted time series analysis method to scrutinize the instantaneous level and slope changes in the indicators associated with physicians’ behavior.

Results

Several indicators related to physicians’ behavior demonstrated enhancement. After the reform, medical cost per visit for inpatient exhibited a reverse trajectory (-53.545, 95%CI: -78.620 to -28.470, p < 0.01). The rate of change in outpatient drug combination decelerated (0.320, 95%CI: 0.149 to 0.491, p < 0.01). The ratio of infusion declined for both outpatient and inpatient cases (-0.107, 95%CI: -0.209 to -0.004, p < 0.1; -0.843, 95%CI: -1.154 to -0.532, p < 0.01). However, the results revealed that overall medical cost per visit and drug proportion for outpatient care continued their initial upward trend. After the reform, the decline of drug proportion for outpatient care was less pronounced compared to the period prior to the reform, and length of stay also had a similar trend.

Conclusion

To some extent, capitation under the county medical community encourages physicians to control the cost and adopt a more standardized diagnosis and treatment behavior. This study provides evidence to consider the impact of policy changes on physicians’ behavior when designing payment methods and healthcare systems aimed at promoting PHC.
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Literature
1.
go back to reference Liang JG. Study on Method of Payment,Physician Behavior and Motivation deviation [in Chinese]. Social Secur Stud. 2012;(5):49–53. Liang JG. Study on Method of Payment,Physician Behavior and Motivation deviation [in Chinese]. Social Secur Stud. 2012;(5):49–53.
2.
go back to reference Feng XL, Martinez-Alvarez M, Zhong J, Xu J, Yuan B, Meng Q, et al. Extending access to essential services against constraints: the three-tier health service delivery system in rural China (1949–1980). Int J Equity Health. 2017;16(1):49.CrossRefPubMedPubMedCentral Feng XL, Martinez-Alvarez M, Zhong J, Xu J, Yuan B, Meng Q, et al. Extending access to essential services against constraints: the three-tier health service delivery system in rural China (1949–1980). Int J Equity Health. 2017;16(1):49.CrossRefPubMedPubMedCentral
3.
go back to reference Jiang Q, Yu BN, Ying G, Liao J, Gan H, Blanchard J, et al. Outpatient prescription practices in rural township health centers in Sichuan Province, China. BMC Health Serv Res. 2012;12(1):324.CrossRefPubMedPubMedCentral Jiang Q, Yu BN, Ying G, Liao J, Gan H, Blanchard J, et al. Outpatient prescription practices in rural township health centers in Sichuan Province, China. BMC Health Serv Res. 2012;12(1):324.CrossRefPubMedPubMedCentral
4.
go back to reference Shi L. Health care in China: a rural-urban comparison after the socioeconomic reforms. Bull World Health Organ. 1993;71(6):723–36.PubMedPubMedCentral Shi L. Health care in China: a rural-urban comparison after the socioeconomic reforms. Bull World Health Organ. 1993;71(6):723–36.PubMedPubMedCentral
6.
go back to reference General Office of the State Council. Guiding opinions on promoting the construction of hierarchical diagnosis and treatment system. Beijing: Government of China; 2015. General Office of the State Council. Guiding opinions on promoting the construction of hierarchical diagnosis and treatment system. Beijing: Government of China; 2015.
7.
go back to reference General Office of the State Council. Guiding opinions on promoting the construction and development of medical community. Beijing: Government of China; 2017. General Office of the State Council. Guiding opinions on promoting the construction and development of medical community. Beijing: Government of China; 2017.
8.
go back to reference Harvey JB, Vanderbrink J, Mahmud Y, Kitt-Lewis E, Wolf L, Shaw B, et al. Understanding how health systems facilitate primary care redesign. Health Serv Res. 2020;55(Suppl 3):1144–54.CrossRefPubMedPubMedCentral Harvey JB, Vanderbrink J, Mahmud Y, Kitt-Lewis E, Wolf L, Shaw B, et al. Understanding how health systems facilitate primary care redesign. Health Serv Res. 2020;55(Suppl 3):1144–54.CrossRefPubMedPubMedCentral
9.
go back to reference Cui Z, Wang H. The construction logic and implementation path of the merged county medical community from the perspective of holistic governance [in Chinese]. Chin J Health Policy. 2021;14(2):1–7. Cui Z, Wang H. The construction logic and implementation path of the merged county medical community from the perspective of holistic governance [in Chinese]. Chin J Health Policy. 2021;14(2):1–7.
10.
go back to reference Tummalapalli SL, Estrella MM, Jannat-Khah DP, Keyhani S, Ibrahim S. Capitated versus fee-for-service reimbursement and quality of care for chronic disease: a US cross-sectional analysis. BMC Health Serv Res. 2022;22(1):19.CrossRefPubMedPubMedCentral Tummalapalli SL, Estrella MM, Jannat-Khah DP, Keyhani S, Ibrahim S. Capitated versus fee-for-service reimbursement and quality of care for chronic disease: a US cross-sectional analysis. BMC Health Serv Res. 2022;22(1):19.CrossRefPubMedPubMedCentral
11.
go back to reference Zhao N, Gao G, Wu N, Gu M, Yang J. Comparison of Foreign Outpatient Capitation Payment Reform and implications for China [in Chinese]. China Health Insurance. 2023;(2):51–8. Zhao N, Gao G, Wu N, Gu M, Yang J. Comparison of Foreign Outpatient Capitation Payment Reform and implications for China [in Chinese]. China Health Insurance. 2023;(2):51–8.
12.
go back to reference National Health Commission of the People’s Republic of China. Guiding opinions on promoting high-quality development of contracted services for family doctors. Beijing: Government of China; 2022. National Health Commission of the People’s Republic of China. Guiding opinions on promoting high-quality development of contracted services for family doctors. Beijing: Government of China; 2022.
13.
go back to reference Hu L, Zhang Y, Zhu J. Analysis of Current Situation of Doctor Behavior Selection in a Tertiary Comprehensive Hospital in Beijing City [in Chinese]. Chin Hosp Manage. 2020;40(6):64–7. Hu L, Zhang Y, Zhu J. Analysis of Current Situation of Doctor Behavior Selection in a Tertiary Comprehensive Hospital in Beijing City [in Chinese]. Chin Hosp Manage. 2020;40(6):64–7.
14.
go back to reference Fang J, Liu L, Peng Y, Tao H. Investigation on Medical Staff’s diagnosis and treatment behavior in DRG reform [in Chinese]. Chin Hosp Manage. 2022;42(3):37–42. Fang J, Liu L, Peng Y, Tao H. Investigation on Medical Staff’s diagnosis and treatment behavior in DRG reform [in Chinese]. Chin Hosp Manage. 2022;42(3):37–42.
15.
go back to reference Reschovsky JD, Hadley J, Landon BE. Effects of Compensation methods and Physician Group structure on Physicians’ Perceived incentives to alter services to patients. Health Serv Res. 2006;0(0):060720074824050–. Reschovsky JD, Hadley J, Landon BE. Effects of Compensation methods and Physician Group structure on Physicians’ Perceived incentives to alter services to patients. Health Serv Res. 2006;0(0):060720074824050–.
16.
go back to reference Reif S, Hafner L, Seebauer M. Physician behavior under prospective payment schemes-evidence from Artefactual Field and Lab experiments. Int J Environ Res Public Health. 2020;17(15):E5540.CrossRef Reif S, Hafner L, Seebauer M. Physician behavior under prospective payment schemes-evidence from Artefactual Field and Lab experiments. Int J Environ Res Public Health. 2020;17(15):E5540.CrossRef
17.
go back to reference Cui H, Zhang. The impact of reforming provider payment of Medical Insurance of Chongqing to the Core stakeholders’ Behavior. Chongqing: Third Military Medical University; 2014. [in Chinese]. Cui H, Zhang. The impact of reforming provider payment of Medical Insurance of Chongqing to the Core stakeholders’ Behavior. Chongqing: Third Military Medical University; 2014. [in Chinese].
18.
go back to reference Chen W, Li J, Li P. Analysis and evaluation on the Medical Insurance Payment Mode Reform of Compact County Medical Service Community in Yangxi [in Chinese]. China Health Insurance. 2021;(10):51–5. Chen W, Li J, Li P. Analysis and evaluation on the Medical Insurance Payment Mode Reform of Compact County Medical Service Community in Yangxi [in Chinese]. China Health Insurance. 2021;(10):51–5.
19.
go back to reference Lu J, Lu Y, Wang X, Li X, Linderman GC, Wu C, et al. Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a population-based screening study (China PEACE million persons project). Lancet. 2017;390(10112):2549–58.CrossRefPubMed Lu J, Lu Y, Wang X, Li X, Linderman GC, Wu C, et al. Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a population-based screening study (China PEACE million persons project). Lancet. 2017;390(10112):2549–58.CrossRefPubMed
20.
go back to reference Li X, Lu J, Hu S, Cheng K, De Maeseneer J, Meng Q, et al. The primary health-care system in China. Lancet. 2017;390(10112):2584–94.CrossRefPubMed Li X, Lu J, Hu S, Cheng K, De Maeseneer J, Meng Q, et al. The primary health-care system in China. Lancet. 2017;390(10112):2584–94.CrossRefPubMed
21.
go back to reference Liu H, Mu Y, Feng Z. Implications of American Managed Care on the Community-based Health Management in China [in Chinese]. Med Philos. 2015;36(9):74–7. Liu H, Mu Y, Feng Z. Implications of American Managed Care on the Community-based Health Management in China [in Chinese]. Med Philos. 2015;36(9):74–7.
22.
go back to reference National Health Commission of the People’s Republic of China. Notice on the issuance of evaluation criteria and monitoring index system for the construction of a tight county medical community (trial). Beijing: Government of China; 2023. National Health Commission of the People’s Republic of China. Notice on the issuance of evaluation criteria and monitoring index system for the construction of a tight county medical community (trial). Beijing: Government of China; 2023.
23.
go back to reference Gillings D, Makuc D, Siegel E. Analysis of interrupted time series mortality trends: an example to evaluate regionalized perinatal care. Am J Public Health. 1981;71(1):38–46.CrossRefPubMedPubMedCentral Gillings D, Makuc D, Siegel E. Analysis of interrupted time series mortality trends: an example to evaluate regionalized perinatal care. Am J Public Health. 1981;71(1):38–46.CrossRefPubMedPubMedCentral
24.
go back to reference Turner SL, Forbes AB, Karahalios A, Taljaard M, McKenzie JE. Evaluation of statistical methods used in the analysis of interrupted time series studies: a simulation study. BMC Med Res Methodol. 2021;21:181.CrossRefPubMedPubMedCentral Turner SL, Forbes AB, Karahalios A, Taljaard M, McKenzie JE. Evaluation of statistical methods used in the analysis of interrupted time series studies: a simulation study. BMC Med Res Methodol. 2021;21:181.CrossRefPubMedPubMedCentral
25.
go back to reference Turner SL, Karahalios A, Forbes AB, Taljaard M, Grimshaw JM, McKenzie JE. Comparison of six statistical methods for interrupted time series studies: empirical evaluation of 190 published series. BMC Med Res Methodol. 2021;21(1):134.CrossRefPubMedPubMedCentral Turner SL, Karahalios A, Forbes AB, Taljaard M, Grimshaw JM, McKenzie JE. Comparison of six statistical methods for interrupted time series studies: empirical evaluation of 190 published series. BMC Med Res Methodol. 2021;21(1):134.CrossRefPubMedPubMedCentral
26.
go back to reference Yip WCM, Hsiao W, Meng Q, Chen W, Sun X. Realignment of incentives for health-care providers in China. Lancet. 2010;375(9720):1120–30.CrossRefPubMed Yip WCM, Hsiao W, Meng Q, Chen W, Sun X. Realignment of incentives for health-care providers in China. Lancet. 2010;375(9720):1120–30.CrossRefPubMed
27.
go back to reference Su D, Chen Y, Gao H, Li H, Shi L, Chang J et al. Does capitation prepayment based Integrated County Healthcare Consortium affect inpatient distribution and benefits in Anhui Province, China? An interrupted time series analysis. Int J Integr Care 19(3):1. Su D, Chen Y, Gao H, Li H, Shi L, Chang J et al. Does capitation prepayment based Integrated County Healthcare Consortium affect inpatient distribution and benefits in Anhui Province, China? An interrupted time series analysis. Int J Integr Care 19(3):1.
28.
29.
go back to reference Kiran T, Kopp A, Moineddin R, Glazier RH. Longitudinal evaluation of physician payment reform and team-based care for chronic disease management and prevention. CMAJ. 2015;187(17):E494–502.CrossRefPubMedPubMedCentral Kiran T, Kopp A, Moineddin R, Glazier RH. Longitudinal evaluation of physician payment reform and team-based care for chronic disease management and prevention. CMAJ. 2015;187(17):E494–502.CrossRefPubMedPubMedCentral
30.
go back to reference Melichar L. The effect of reimbursement on medical decision making: do physicians alter treatment in response to a managed care incentive? J Health Econ. 2009;6. Melichar L. The effect of reimbursement on medical decision making: do physicians alter treatment in response to a managed care incentive? J Health Econ. 2009;6.
31.
go back to reference Shi Y, Li X, Cui X, Huang X, Shi H, Yang Y, et al. Improvement in the utilization of intravenous infusion in inpatients by PDCA cycle method [in Chinese]. China Pharm. 2022;33(22):2797–800. Shi Y, Li X, Cui X, Huang X, Shi H, Yang Y, et al. Improvement in the utilization of intravenous infusion in inpatients by PDCA cycle method [in Chinese]. China Pharm. 2022;33(22):2797–800.
32.
go back to reference Lu Y, Meng Q, Sun Q, Wang Y, Wang X, Zhang N. Analyzing effects of Capitation Payment Reform on Prescribing Behavior of Village doctors under New Rural Cooperative Medical System [in Chinese]. Chin Health Econ. 2014;33(3):45–7. Lu Y, Meng Q, Sun Q, Wang Y, Wang X, Zhang N. Analyzing effects of Capitation Payment Reform on Prescribing Behavior of Village doctors under New Rural Cooperative Medical System [in Chinese]. Chin Health Econ. 2014;33(3):45–7.
33.
go back to reference Hajjar I, Kotchen JM, Kotchen TA. HYPERTENSION: Trends in Prevalence, incidence, and control. Annu Rev Public Health. 2006;27(1):465–90.CrossRefPubMed Hajjar I, Kotchen JM, Kotchen TA. HYPERTENSION: Trends in Prevalence, incidence, and control. Annu Rev Public Health. 2006;27(1):465–90.CrossRefPubMed
34.
go back to reference Dong Y, Chen J, Jing X, Shi X, Chen Y, Deng X, et al. Impact of capitation on outpatient expenses among patients with diabetes mellitus in Tianjin, China: a natural experiment. BMJ Open. 2019;9(6):e024807.CrossRefPubMedPubMedCentral Dong Y, Chen J, Jing X, Shi X, Chen Y, Deng X, et al. Impact of capitation on outpatient expenses among patients with diabetes mellitus in Tianjin, China: a natural experiment. BMJ Open. 2019;9(6):e024807.CrossRefPubMedPubMedCentral
35.
go back to reference Zhao N, Gao G, Wu N, Li J, Yang J. Practice of Reform for Outpatient payment by capitation [in Chinese]. Health Econ Res. 2023;40(1):29–33. Zhao N, Gao G, Wu N, Li J, Yang J. Practice of Reform for Outpatient payment by capitation [in Chinese]. Health Econ Res. 2023;40(1):29–33.
36.
go back to reference Lopez Bernal J, Cummins S, Gasparrini A. The use of controls in interrupted time series studies of public health interventions. Int J Epidemiol. 2018;47(6):2082–93.CrossRefPubMed Lopez Bernal J, Cummins S, Gasparrini A. The use of controls in interrupted time series studies of public health interventions. Int J Epidemiol. 2018;47(6):2082–93.CrossRefPubMed
37.
go back to reference Zweifel P, Janus K. Medical ethics: enhanced or undermined by modes of payment? Eur J Health Econ HEPAC Health Econ Prev Care. 2017;18(1):119–29.CrossRef Zweifel P, Janus K. Medical ethics: enhanced or undermined by modes of payment? Eur J Health Econ HEPAC Health Econ Prev Care. 2017;18(1):119–29.CrossRef
38.
go back to reference Beilfuss S, Linde S, Norton B. Accountable care organizations and physician antibiotic prescribing behavior. Soc Sci Med 1982. 2022;294:114707. Beilfuss S, Linde S, Norton B. Accountable care organizations and physician antibiotic prescribing behavior. Soc Sci Med 1982. 2022;294:114707.
39.
go back to reference Jian W, Lu M, Liu G, Chan KY, Poon AN. Beijing’s diagnosis-related group payment reform pilot: impact on quality of acute myocardial infarction care. Soc Sci Med 1982. 2019;243:112590. Jian W, Lu M, Liu G, Chan KY, Poon AN. Beijing’s diagnosis-related group payment reform pilot: impact on quality of acute myocardial infarction care. Soc Sci Med 1982. 2019;243:112590.
Metadata
Title
Impact of capitation on physicians’ behavior among patients with hypertension: an interrupted time series study in rural China
Authors
Jiani Zhang
Jincao Yan
Yunke Shi
Ning Zhang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-18411-2

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