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Published in: Health Economics Review 1/2024

Open Access 01-12-2024 | Chronic Obstructive Lung Disease | Research

Heterogeneous effects of hospital competition on inpatient quality: an analysis of five common diseases in China

Authors: Yinghui Lu, Qingling Jiang, Xueli Zhang, Xiaojun Lin, Jay Pan

Published in: Health Economics Review | Issue 1/2024

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Abstract

Background

Many countries has introduced pro-competition policies in the delivery of healthcare to improve medical quality, including China. With the increasing intensity of competition in China's healthcare market, there are rising concerns among policymakers about the impact of hospital competition on quality. This study investigated heterogeneous effects of hospital competition on inpatient quality.

Methods

We analyzed the inpatient discharge dataset and selected chronic obstructive pulmonary disease (COPD), ischemic stroke, pneumonia, hemorrhagic stroke, and acute myocardial infarction (AMI) as representative diseases. A total of 561,429 patients in Sichuan Province in 2017 and 2019 were included. The outcomes of interest were in-hospital mortality and 30-day unplanned readmissions. The Herfindahl–Hirschman Index was calculated using predicted patient flows to measure hospital competition. To address the spatial correlations of hospitals and the structure of the dataset, the multiple membership multiple classification model was employed for analysis.

Results

Amid intensifying competition in the hospital market, our study discerned no marked statistical variance in the risk of inpatient quality across most diseases examined. Amplified competition exhibited a positive correlation with heightened in-hospital mortality for both COPD and pneumonia patients. Elevated competition escalated the risk of 30-day unplanned readmissions for COPD patients, while inversely affecting the risk for AMI patients.

Conclusions

There is the heterogeneous impact of hospital competition on quality across various diseases in China. Policymakers who intend to leverage hospital competition as a tool to enhance healthcare quality must be cognizant of the possible influences of it.
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Literature
1.
go back to reference Colla CH, Escarce JJ, Buntin MB, Sood N. Effects of competition on the cost and quality of inpatient rehabilitation care under prospective payment. Health Serv Res. 2010;45:1981–2006.PubMedPubMedCentralCrossRef Colla CH, Escarce JJ, Buntin MB, Sood N. Effects of competition on the cost and quality of inpatient rehabilitation care under prospective payment. Health Serv Res. 2010;45:1981–2006.PubMedPubMedCentralCrossRef
2.
go back to reference Gaynor M, Moreno-Serra R, Propper C. Death by Market Power: Reform, Competition, and Patient Outcomes in the National Health Service. Am Econ J Econ Policy. 2013;5:134–66.CrossRef Gaynor M, Moreno-Serra R, Propper C. Death by Market Power: Reform, Competition, and Patient Outcomes in the National Health Service. Am Econ J Econ Policy. 2013;5:134–66.CrossRef
3.
go back to reference Brekke KR, Canta C, Siciliani L, Straume OR. Hospital competition in a national health service: Evidence from a patient choice reform. J Health Econ. 2021; 79. Brekke KR, Canta C, Siciliani L, Straume OR. Hospital competition in a national health service: Evidence from a patient choice reform. J Health Econ. 2021; 79.
4.
go back to reference Rivers PA, Glover SH. Health care competition, strategic mission, and patient satisfaction: research model and propositions. J Health Organ Manag. 2008;22:627–41.PubMedPubMedCentralCrossRef Rivers PA, Glover SH. Health care competition, strategic mission, and patient satisfaction: research model and propositions. J Health Organ Manag. 2008;22:627–41.PubMedPubMedCentralCrossRef
5.
go back to reference Gaynor M, Town RJ. Competition in Health Care Markets. In: Pauly MV, Mcguire TG, Barros PP, editors. Handbook of Health Economics: Elsevier; 2011.p.499–637. Gaynor M, Town RJ. Competition in Health Care Markets. In: Pauly MV, Mcguire TG, Barros PP, editors. Handbook of Health Economics: Elsevier; 2011.p.499–637.
6.
go back to reference Kessler DP, McClellan MB. Is Hospital Competition Socially Wasteful? Q J Econ. 2000;115:577–615.CrossRef Kessler DP, McClellan MB. Is Hospital Competition Socially Wasteful? Q J Econ. 2000;115:577–615.CrossRef
7.
go back to reference Moscelli G, Gravelle H, Siciliani L. Hospital competition and quality for non-emergency patients in the English NHS. Rand J Econ. 2021;52:382–414.CrossRef Moscelli G, Gravelle H, Siciliani L. Hospital competition and quality for non-emergency patients in the English NHS. Rand J Econ. 2021;52:382–414.CrossRef
8.
go back to reference Berta P, Martini G, Moscone F, Vittadini G. The association between asymmetric information, hospital competition and quality of healthcare: evidence from Italy. J R Statist Soc A. 2016;179:907–26.CrossRef Berta P, Martini G, Moscone F, Vittadini G. The association between asymmetric information, hospital competition and quality of healthcare: evidence from Italy. J R Statist Soc A. 2016;179:907–26.CrossRef
9.
go back to reference Lien HM, Chou SY, Liu JT. The Role Of Hospital Competition On Treatment Expenditure And Outcome: Evidence From Stroke And Cardiac Treatment In Taiwan. Econ Inq. 2010;48:668–89.CrossRef Lien HM, Chou SY, Liu JT. The Role Of Hospital Competition On Treatment Expenditure And Outcome: Evidence From Stroke And Cardiac Treatment In Taiwan. Econ Inq. 2010;48:668–89.CrossRef
10.
go back to reference Vengberg S, Fredriksson M, Winblad U. Patient choice and provider competition - Quality enhancing drivers in primary care? Soc Sci Med. 2019;226:217–24.PubMedCrossRef Vengberg S, Fredriksson M, Winblad U. Patient choice and provider competition - Quality enhancing drivers in primary care? Soc Sci Med. 2019;226:217–24.PubMedCrossRef
11.
go back to reference Yip W, Hsiao W. China’s health care reform: A tentative assessment. China Econ Rev. 2009;20:613–9.CrossRef Yip W, Hsiao W. China’s health care reform: A tentative assessment. China Econ Rev. 2009;20:613–9.CrossRef
12.
go back to reference Lu LY, Pan J. Does hospital competition lead to medical equipment expansion? Evidence on the medical arms race. Health Care Manag Sci. 2021;24:582–96.PubMedCrossRef Lu LY, Pan J. Does hospital competition lead to medical equipment expansion? Evidence on the medical arms race. Health Care Manag Sci. 2021;24:582–96.PubMedCrossRef
13.
go back to reference Yu M, Zhou W, Jiang B. Referral strategies and capacity decisions in a tiered hospital system with gatekeeping designs — Exemplified with Chinese healthcare system. CIE. 2022;171: 108447. Yu M, Zhou W, Jiang B. Referral strategies and capacity decisions in a tiered hospital system with gatekeeping designs — Exemplified with Chinese healthcare system. CIE. 2022;171: 108447.
14.
go back to reference Jiang QL, Pan J. The Evolving Hospital Market in China After the 2009 Healthcare Reform. Inquiry. 2020;57:1–11. Jiang QL, Pan J. The Evolving Hospital Market in China After the 2009 Healthcare Reform. Inquiry. 2020;57:1–11.
15.
go back to reference Escarce JJ, Jain AK, Rogowski J. Hospital competition, managed care, and mortality after hospitalization for medical conditions: evidence from three states. Med Care Res Rev. 2006;63(Suppl 6):112–40.CrossRef Escarce JJ, Jain AK, Rogowski J. Hospital competition, managed care, and mortality after hospitalization for medical conditions: evidence from three states. Med Care Res Rev. 2006;63(Suppl 6):112–40.CrossRef
16.
go back to reference Cooper Z, Gibbons S, Jones S, McGuire A. Does Hospital Competition Save Lives? Evidence from the English NHS Patient Choice Reforms. Econ J (London). 2011;121:F228–60.PubMed Cooper Z, Gibbons S, Jones S, McGuire A. Does Hospital Competition Save Lives? Evidence from the English NHS Patient Choice Reforms. Econ J (London). 2011;121:F228–60.PubMed
17.
go back to reference Gozvrisankaran G, Town RJ. Competition, payers, and hospital quality. Health Serv Res. 2003;5:1403–21.CrossRef Gozvrisankaran G, Town RJ. Competition, payers, and hospital quality. Health Serv Res. 2003;5:1403–21.CrossRef
18.
go back to reference Deng C, Pan J. Hospital competition and the expenses for treatments of acute and non-acute common diseases: evidence from China. BMC Health Serv Res. 2019;19:739.PubMedPubMedCentralCrossRef Deng C, Pan J. Hospital competition and the expenses for treatments of acute and non-acute common diseases: evidence from China. BMC Health Serv Res. 2019;19:739.PubMedPubMedCentralCrossRef
19.
go back to reference Chou SY, Deily ME, Li S, Lu Y. Competition and the impact of online hospital report cards. J Health Econ. 2014;34:42–58.PubMedCrossRef Chou SY, Deily ME, Li S, Lu Y. Competition and the impact of online hospital report cards. J Health Econ. 2014;34:42–58.PubMedCrossRef
20.
go back to reference Sethi RK, Henry AJ, Hevelone ND, Lipsitz SR, Belkin M, Nguyen LL. Impact of hospital market competition on endovascular aneurysm repair adoption and outcomes. J Vasc Surg. 2013;58:596–606.PubMedCrossRef Sethi RK, Henry AJ, Hevelone ND, Lipsitz SR, Belkin M, Nguyen LL. Impact of hospital market competition on endovascular aneurysm repair adoption and outcomes. J Vasc Surg. 2013;58:596–606.PubMedCrossRef
21.
go back to reference Tang OY, Yoon JS, Durand WM, Ahmed SA, Lawton MT. The Impact of Interhospital Competition on Treatment Strategy and Outcomes for Unruptured Intracranial Aneurysms. Neurosurgery. 2021;89:695–703.PubMedCrossRef Tang OY, Yoon JS, Durand WM, Ahmed SA, Lawton MT. The Impact of Interhospital Competition on Treatment Strategy and Outcomes for Unruptured Intracranial Aneurysms. Neurosurgery. 2021;89:695–703.PubMedCrossRef
22.
go back to reference Paul JA, Quosigk B, MacDonald L. Does Hospital Status Affect Performance? NVSQ. 2020;49:229–51. Paul JA, Quosigk B, MacDonald L. Does Hospital Status Affect Performance? NVSQ. 2020;49:229–51.
23.
go back to reference Kim SJ, Park EC, Kim SJ, Han KT, Han E, Jang SI, Kim TH. The effect of competition on the relationship between the introduction of the DRG system and quality of care in Korea. Eur J Public Health. 2016;26:42–7.PubMedCrossRef Kim SJ, Park EC, Kim SJ, Han KT, Han E, Jang SI, Kim TH. The effect of competition on the relationship between the introduction of the DRG system and quality of care in Korea. Eur J Public Health. 2016;26:42–7.PubMedCrossRef
24.
go back to reference Fang XY, Tan HW, Chen F, Peng L, Zhang Y, Qian L, QR C. Influence of market competition on hospitals operating efficiency: an empirical study based on cross-provincial data of prefecture-level cities. Modern Prev Med. 2022;49:1074–7. Fang XY, Tan HW, Chen F, Peng L, Zhang Y, Qian L, QR C. Influence of market competition on hospitals operating efficiency: an empirical study based on cross-provincial data of prefecture-level cities. Modern Prev Med. 2022;49:1074–7.
25.
go back to reference Xiong CE, Xu SD, Tu XF, ZM C. Judgment on Hospital Competition Market Types and the Relation of between Competition Types and Medical Expenses: Taking Wuhan in Hubei Province as an Example. Chin Health Econ. 2012;31:65–6. Xiong CE, Xu SD, Tu XF, ZM C. Judgment on Hospital Competition Market Types and the Relation of between Competition Types and Medical Expenses: Taking Wuhan in Hubei Province as an Example. Chin Health Econ. 2012;31:65–6.
26.
go back to reference Lu LY, Lin XJ, Pan J. Heterogeneous effects of hospital competition on inpatient expenses: an empirical analysis of diseases grouping basing on conditions’ complexity and urgency. BMC Health Serv Res. 2021;21:1322.PubMedPubMedCentralCrossRef Lu LY, Lin XJ, Pan J. Heterogeneous effects of hospital competition on inpatient expenses: an empirical analysis of diseases grouping basing on conditions’ complexity and urgency. BMC Health Serv Res. 2021;21:1322.PubMedPubMedCentralCrossRef
27.
go back to reference Lin XJ, Cai M, Fu Q, He K, Jiang TY, Lu W, Ni ZL, Tao HB. Does Hospital Competition Harm Inpatient Quality? Empirical Evidence from Shanxi, China. Int J Environ Res Public Health. 2018;15:2283.PubMedPubMedCentralCrossRef Lin XJ, Cai M, Fu Q, He K, Jiang TY, Lu W, Ni ZL, Tao HB. Does Hospital Competition Harm Inpatient Quality? Empirical Evidence from Shanxi, China. Int J Environ Res Public Health. 2018;15:2283.PubMedPubMedCentralCrossRef
28.
go back to reference Ji J, Shi L, Ying X, Lu X, Shan F, Wang H. Associations of centralization with health care quality for gastric cancer patients receiving gastrectomy in China. Chin J Cancer Res. 2021;33:659–70.PubMedPubMedCentralCrossRef Ji J, Shi L, Ying X, Lu X, Shan F, Wang H. Associations of centralization with health care quality for gastric cancer patients receiving gastrectomy in China. Chin J Cancer Res. 2021;33:659–70.PubMedPubMedCentralCrossRef
29.
go back to reference Kessler DP, Geppert JJ. The effects of competition on variation in the quality and cost of medical care. JEMS. 2005;14:575–89. Kessler DP, Geppert JJ. The effects of competition on variation in the quality and cost of medical care. JEMS. 2005;14:575–89.
30.
go back to reference Sundararajan V, Henderson T, Perry C, Muggivan A, Quan H, Ghali WA. New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol. 2004;57:1288–94.PubMedCrossRef Sundararajan V, Henderson T, Perry C, Muggivan A, Quan H, Ghali WA. New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol. 2004;57:1288–94.PubMedCrossRef
31.
go back to reference Finch WH, Bolin JE, Kelley K. Multilevel Modeling Using R. 2nd ed. Boca Raton: CRC; 2019.CrossRef Finch WH, Bolin JE, Kelley K. Multilevel Modeling Using R. 2nd ed. Boca Raton: CRC; 2019.CrossRef
32.
go back to reference Park S, Lee J, Ikai H, Otsubo T, Imanaka Y. Decentralization and centralization of healthcare resources: investigating the associations of hospital competition and number of cardiologists per hospital with mortality and resource utilization in Japan. Health Policy. 2013;113:100–9.PubMedCrossRef Park S, Lee J, Ikai H, Otsubo T, Imanaka Y. Decentralization and centralization of healthcare resources: investigating the associations of hospital competition and number of cardiologists per hospital with mortality and resource utilization in Japan. Health Policy. 2013;113:100–9.PubMedCrossRef
33.
go back to reference Wooldridge JM. Cluster-Sample Methods in Applied Econometrics. Am Econ Rev. 2003;93:133–8.CrossRef Wooldridge JM. Cluster-Sample Methods in Applied Econometrics. Am Econ Rev. 2003;93:133–8.CrossRef
34.
go back to reference Gravelle H, Santos R, Siciliani L. Does a hospital’s quality depend on the quality of other hospitals? A spatial econometrics approach. Reg Sci Urban Econ. 2014;49:203–16.PubMedPubMedCentralCrossRef Gravelle H, Santos R, Siciliani L. Does a hospital’s quality depend on the quality of other hospitals? A spatial econometrics approach. Reg Sci Urban Econ. 2014;49:203–16.PubMedPubMedCentralCrossRef
35.
go back to reference Mutsvari T, Bandyopadhyay D, Declerck D, Lesaffre E. A multilevel model for spatially correlated binary data in the presence of misclassification: an application in oral health research. Stat Med. 2013;32:5241–59.PubMedPubMedCentralCrossRef Mutsvari T, Bandyopadhyay D, Declerck D, Lesaffre E. A multilevel model for spatially correlated binary data in the presence of misclassification: an application in oral health research. Stat Med. 2013;32:5241–59.PubMedPubMedCentralCrossRef
36.
go back to reference Skinner J. Causes and Consequences of Regional Variations in Health Care. In: Pauly MV, Mcguire TG, Barros PP, editors. Handbook of Health Economics: Elsevier; 2011.p.45-93. Skinner J. Causes and Consequences of Regional Variations in Health Care. In: Pauly MV, Mcguire TG, Barros PP, editors. Handbook of Health Economics: Elsevier; 2011.p.45-93.
37.
go back to reference Longo F, Siciliani L, Gravelle H, Santos R. Do hospitals respond to rivals’ quality and efficiency? A spatial panel econometric analysis. Health Econ. 2017;26(Suppl 2):38–62.PubMedCrossRef Longo F, Siciliani L, Gravelle H, Santos R. Do hospitals respond to rivals’ quality and efficiency? A spatial panel econometric analysis. Health Econ. 2017;26(Suppl 2):38–62.PubMedCrossRef
38.
go back to reference Browne WJ, Goldstein H, Rasbash J. Multiple membership multiple classification (MMMC) models. Stat Modelling. 2001;1:103–24.CrossRef Browne WJ, Goldstein H, Rasbash J. Multiple membership multiple classification (MMMC) models. Stat Modelling. 2001;1:103–24.CrossRef
39.
go back to reference Cafri G, Hedeker D, Aarons GA. An introduction and integration of cross-classified, multiple membership, and dynamic group random-effects models. Psychol Methods. 2015;20:407–21.PubMedPubMedCentralCrossRef Cafri G, Hedeker D, Aarons GA. An introduction and integration of cross-classified, multiple membership, and dynamic group random-effects models. Psychol Methods. 2015;20:407–21.PubMedPubMedCentralCrossRef
40.
go back to reference Dunn A, Shapiro AH. Physician Competition and the Provision of Care: Evidence from Heart Attacks. AM J HEALTH ECON. 2018;4:226–61.CrossRef Dunn A, Shapiro AH. Physician Competition and the Provision of Care: Evidence from Heart Attacks. AM J HEALTH ECON. 2018;4:226–61.CrossRef
41.
go back to reference Ren Y. Comprehensive evaluation of health system factors affecting the maternal and child health using multiple statistical models and a combination of qualitative and quantitative methods. School of Public Health: Sichuan University; 2018. Ren Y. Comprehensive evaluation of health system factors affecting the maternal and child health using multiple statistical models and a combination of qualitative and quantitative methods. School of Public Health: Sichuan University; 2018.
42.
go back to reference Colla C, Bynum J, Austin A, Skinner JS. Hospital Competition, Quality, and Expenditures in the U.S. Medicare Population. Working Paper Series: NBER, 2016. Colla C, Bynum J, Austin A, Skinner JS. Hospital Competition, Quality, and Expenditures in the U.S. Medicare Population. Working Paper Series: NBER, 2016.
43.
go back to reference Thumma SR, Dualeh SHA, Kunnath NJ, Bonner SN, Ibrahim AM. Outcomes for High-Risk Surgical Procedures Across High- and Low-Competition Hospital Markets. JAMA Surg. 2023;158:1041–8.PubMedCrossRef Thumma SR, Dualeh SHA, Kunnath NJ, Bonner SN, Ibrahim AM. Outcomes for High-Risk Surgical Procedures Across High- and Low-Competition Hospital Markets. JAMA Surg. 2023;158:1041–8.PubMedCrossRef
44.
go back to reference Jiang QL, Pan J. Trends on hospital market structure in Sichuan Province. CJHP. 2019;12:23–30. Jiang QL, Pan J. Trends on hospital market structure in Sichuan Province. CJHP. 2019;12:23–30.
45.
go back to reference Feng SJ. Study on the impact of basic medical insurance system on the Economic Burden of Disease. School of Economics and Management: Shandong University; 2022. Feng SJ. Study on the impact of basic medical insurance system on the Economic Burden of Disease. School of Economics and Management: Shandong University; 2022.
46.
go back to reference Gu E, Page-Jarrett I. The top-level design of social health insurance reforms in China: towards universal coverage, improved benefit design, and smart payment methods. JCG. 2018;3:331–50. Gu E, Page-Jarrett I. The top-level design of social health insurance reforms in China: towards universal coverage, improved benefit design, and smart payment methods. JCG. 2018;3:331–50.
47.
go back to reference Strumann C, Geissler A, Busse R, Pross C. Can competition improve hospital quality of care? A difference-in-differences approach to evaluate the effect of increasing quality transparency on hospital quality. Eur J Health Econ. 2022;23:1229–42.PubMedPubMedCentralCrossRef Strumann C, Geissler A, Busse R, Pross C. Can competition improve hospital quality of care? A difference-in-differences approach to evaluate the effect of increasing quality transparency on hospital quality. Eur J Health Econ. 2022;23:1229–42.PubMedPubMedCentralCrossRef
Metadata
Title
Heterogeneous effects of hospital competition on inpatient quality: an analysis of five common diseases in China
Authors
Yinghui Lu
Qingling Jiang
Xueli Zhang
Xiaojun Lin
Jay Pan
Publication date
01-12-2024
Publisher
Springer Berlin Heidelberg
Published in
Health Economics Review / Issue 1/2024
Electronic ISSN: 2191-1991
DOI
https://doi.org/10.1186/s13561-024-00504-8

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