IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v80y2021ics0167629621001247.html
   My bibliography  Save this article

The Effects of Chronic Disease Management in Primary Health Care: Evidence from Rural China

Author

Listed:
  • Ding, Hui
  • Chen, Yiwei
  • Yu, Min
  • Zhong, Jieming
  • Hu, Ruying
  • Chen, Xiangyu
  • Wang, Chunmei
  • Xie, Kaixu
  • Eggleston, Karen

Abstract

Health systems globally face increasing morbidity and mortality from chronic diseases, yet many - especially in low- and middle-income countries - lack strong chronic disease management in primary health care (PHC). We provide evidence on China’s efforts to promote PHC management using unique five-year panel data in a rural county, including health care utilization from medical claims and health outcomes from biomarkers. Utilizing plausibly exogenous variation in management intensity generated by administrative and geographic boundaries, we compare hypertension/diabetes patients in villages within two kilometers distance but managed by different townships. Results show that, compared to patients in townships with median management intensity, patients in high-intensity townships have 4.8% more PHC visits, 5.2% fewer specialist visits, 11.7% lower likelihood of having an inpatient admission, and 3.6% lower medical spending. They also tend to have better medication adherence and better control of blood pressure. The resource savings from avoided inpatient admissions substantially outweigh the costs of the program.

Suggested Citation

  • Ding, Hui & Chen, Yiwei & Yu, Min & Zhong, Jieming & Hu, Ruying & Chen, Xiangyu & Wang, Chunmei & Xie, Kaixu & Eggleston, Karen, 2021. "The Effects of Chronic Disease Management in Primary Health Care: Evidence from Rural China," Journal of Health Economics, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:jhecon:v:80:y:2021:i:c:s0167629621001247
    DOI: 10.1016/j.jhealeco.2021.102539
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629621001247
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2021.102539?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Currie, Janet & Lin, Wanchuan & Zhang, Wei, 2011. "Patient knowledge and antibiotic abuse: Evidence from an audit study in China," Journal of Health Economics, Elsevier, vol. 30(5), pages 933-949.
    2. Gertler, Paul & Vermeersch, Christel, 2012. "Using performance incentives to improve health outcomes," Policy Research Working Paper Series 6100, The World Bank.
    3. Elise Huillery & Juliette Seban, 2014. "Performance-Based Financing, Motivation and Final Output in the Health Sector: Experimental Evidence from the Democratic Republic of Congo," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01071880, HAL.
    4. Nazmul Chaudhury & Jeffrey Hammer & Michael Kremer & Karthik Muralidharan & F. Halsey Rogers, 2006. "Missing in Action: Teacher and Health Worker Absence in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 91-116, Winter.
    5. Darin Christensen & Oeindrila Dube & Johannes Haushofer & Bilal Siddiqi & Maarten Voors, 2021. "Building Resilient Health Systems: Experimental Evidence from Sierra Leone and The 2014 Ebola Outbreak," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1145-1198.
    6. Martina Björkman & Jakob Svensson, 2009. "Power to the People: Evidence from a Randomized Field Experiment on Community-Based Monitoring in Uganda," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 735-769.
    7. Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhao, Yaohui & Yang, Gonghuan & Hu, Perry & Hu, Yisong & Yin, Xiangjun, 2014. "Health outcomes and socio-economic status among the mid-aged and elderly in China: Evidence from the CHARLS national baseline data," The Journal of the Economics of Ageing, Elsevier, vol. 3(C), pages 29-43.
    8. David E. Bloom & Elizabeth Cafiero & Eva Jané-Llopis & Shafika Abrahams-Gessel & Lakshmi Reddy Bloom & Sana Fathima & Andrea B. Feigl & Tom Gaziano & Ali Hamandi & Mona Mowafi & Danny O’Farrell & Emre, 2012. "The Global Economic Burden of Noncommunicable Diseases," PGDA Working Papers 8712, Program on the Global Demography of Aging.
    9. Chi Zhang, 2017. "Population in China," Europe-Asia Studies, Taylor & Francis Journals, vol. 69(8), pages 1333-1334, September.
    10. Darin Christensen & Oeindrila Dube & Johannes Haushofer & Bilal Siddiqi & Maarten Voors, 0. "Building Resilient Health Systems: Experimental Evidence from Sierra Leone and The 2014 Ebola Outbreak," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1145-1198.
    11. Timothy Powell‐Jackson & Winnie Chi‐Man Yip & Wei Han, 2015. "Realigning Demand and Supply Side Incentives to Improve Primary Health Care Seeking in Rural China," Health Economics, John Wiley & Sons, Ltd., vol. 24(6), pages 755-772, June.
    12. Das, Jishnu & Hammer, Jeffrey, 2005. "Which doctor? Combining vignettes and item response to measure clinical competence," Journal of Development Economics, Elsevier, vol. 78(2), pages 348-383, December.
    13. Renfu Luo & Grant Miller & Scott Rozelle & Sean Sylvia & Marcos Vera-Hernández, 2020. "Can Bureaucrats Really Be Paid Like Ceos? Substitution Between Incentives and Resources Among School Administrators in China," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 165-201.
    14. Edward N. Okeke, 2021. "Working Hard or Hardly Working: Health Worker Effort and Health Outcomes," Economic Development and Cultural Change, University of Chicago Press, vol. 70(1), pages 1-39.
    15. Arindrajit Dube & T. William Lester & Michael Reich, 2010. "Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 945-964, November.
    16. Currie, Janet & Lin, Wanchuan & Meng, Juanjuan, 2014. "Addressing antibiotic abuse in China: An experimental audit study," Journal of Development Economics, Elsevier, vol. 110(C), pages 39-51.
    17. Grant Miller & Kimberly Singer Babiarz, 2013. "Pay-for-Performance Incentives in Low- and Middle-Income Country Health Programs," NBER Working Papers 18932, National Bureau of Economic Research, Inc.
    18. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    19. Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhao, Yaohui & Yang, Gonghuan & Hu, Perry & Hu, Yisong & Yin, Xiangjun, 2014. "Reprint of: Health outcomes and socio-economic status among the mid-aged and elderly in China: Evidence from the CHARLS national baseline data," The Journal of the Economics of Ageing, Elsevier, vol. 4(C), pages 59-73.
    20. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    21. Eggleston, Karen, 2005. "Multitasking and mixed systems for provider payment," Journal of Health Economics, Elsevier, vol. 24(1), pages 211-223, January.
    22. Brock, J. Michelle & Lange, Andreas & Leonard, Kenneth L., 2018. "Giving and promising gifts: Experimental evidence on reciprocity from the field," Journal of Health Economics, Elsevier, vol. 58(C), pages 188-201.
    23. Bradley T. Shapiro, 2018. "Positive Spillovers and Free Riding in Advertising of Prescription Pharmaceuticals: The Case of Antidepressants," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 381-437.
    24. Aditi P. Sen & Thomas DeLeire, 2018. "How does expansion of public health insurance affect risk pools and premiums in the market for private health insurance? Evidence from Medicaid and the Affordable Care Act Marketplaces," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1877-1903, December.
    25. repec:hal:wpspec:info:hdl:2441/4pmvo3bm7m9claao2gl0337ip4 is not listed on IDEAS
    26. Yaohui Zhao & Eileen M. Crimmins & Peifeng Hu & Yang Shen & James P. Smith & John Strauss & Yafeng Wang & Yuan Zhang, 2016. "Prevalence, diagnosis, and management of diabetes mellitus among older Chinese: results from the China Health and Retirement Longitudinal Study," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(3), pages 347-356, April.
    27. repec:hal:spmain:info:hdl:2441/4pmvo3bm7m9claao2gl0337ip4 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wenfang Zhong & Rong Yin & Yan Pan & Xiangliang Zhang & Andre M. N. Renzaho & Li Ling & Xingge Li & Wen Chen, 2022. "Long-Term Impact of COVID-19 on Hospital Visits of Rural Residents in Guangdong, China: A Controlled Interrupted Time Series Study," IJERPH, MDPI, vol. 19(20), pages 1-17, October.
    2. Bancalari, Antonella & Bernal, Pedro & Celhay, Pablo & Martinez, Sebastian & Sánchez, Maria Deni, 2023. "An Ounce of Prevention for a Pound of Cure: Efficiency of Community-Based Healthcare," IZA Discussion Papers 16350, Institute of Labor Economics (IZA).
    3. Bancalari, Antonella & Bernal, Pedro & Celhay, Pablo & Martinez, Sebastian & Sánchez, María Deni, 2024. "An Ounce of Prevention for a Pound of Cure: Basic Health Care and Efficiency in Health Systems," IDB Publications (Working Papers) 13433, Inter-American Development Bank.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dhaliwal, Iqbal & Hanna, Rema, 2017. "The devil is in the details: The successes and limitations of bureaucratic reform in India," Journal of Development Economics, Elsevier, vol. 124(C), pages 1-21.
    2. Yiwei Chen & Hui Ding & Min Yu & Jieming Zhong & Ruying Hu & Xiangyu Chen & Chunmei Wang & Kaixu Xie & Karen Eggleston, 2019. "The Effects of Primary Care Chronic-Disease Management in Rural China," NBER Working Papers 26100, National Bureau of Economic Research, Inc.
    3. Pablo A. Celhay & Paul J. Gertler & Paula Giovagnoli & Christel Vermeersch, 2019. "Long-Run Effects of Temporary Incentives on Medical Care Productivity," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 92-127, July.
    4. Gaduh,Arya Budhiastra & Pradhan,Menno Prasad & Priebe,Jan & Susanti,Dewi, 2021. "Scores, Camera, Action : Social Accountability and Teacher Incentives in Remote Areas," Policy Research Working Paper Series 9748, The World Bank.
    5. Renfu Luo & Grant Miller & Scott Rozelle & Sean Sylvia & Marcos Vera-Hernández, 2015. "Can Bureaucrats Really Be Paid Like CEOs? School Administrator Incentives for Anemia Reduction in Rural China," NBER Working Papers 21302, National Bureau of Economic Research, Inc.
    6. Okeke, Edward N., 2022. "Playing defense? Health care in the era of Covid," Journal of Health Economics, Elsevier, vol. 85(C).
    7. Bauhoff,Sebastian Peter Alexander & Kandpal,Eeshani, 2021. "Information, Loss Framing, and Spillovers in Pay-for-Performance Contracts," Policy Research Working Paper Series 9687, The World Bank.
    8. Prakarsh Singh & Sandip Mitra, 2015. "Performance Pay and Malnutrition: Evidence from an Experiment targeting Child Malnutrition in West Bengal," NCID Working Papers 05/2015, Navarra Center for International Development, University of Navarra.
    9. Singh, Prakarsh & Mitra, Sandip, 2016. "Performance Pay and Malnutrition," IZA Discussion Papers 10084, Institute of Labor Economics (IZA).
    10. Rebecca Dizon-Ross & Pascaline Dupas & Jonathan Robinson, 2015. "Governance and the Effectiveness of Public Health Subsidies," NBER Working Papers 21324, National Bureau of Economic Research, Inc.
    11. Singh, Prakarsh, 2015. "Performance pay and information: Reducing child undernutrition in India," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 141-163.
    12. Edward N. Okeke & Amalavoyal V. Chari, 2015. "Can Institutional Deliveries Reduce Newborn Mortality? Evidence from Rwanda," Working Papers WR-1072, RAND Corporation.
    13. Bonfrer, Igna & Van de Poel, Ellen & Van Doorslaer, Eddy, 2014. "The effects of performance incentives on the utilization and quality of maternal and child care in Burundi," Social Science & Medicine, Elsevier, vol. 123(C), pages 96-104.
    14. Grant Miller & Kimberly Singer Babiarz, 2013. "Pay-for-Performance Incentives in Low- and Middle-Income Country Health Programs," NBER Working Papers 18932, National Bureau of Economic Research, Inc.
    15. Friedman, Willa & Keats, Anthony & Mutua, Martin Kavao, 2022. "Disruptions to healthcare quality and early child health outcomes: Evidence from health-worker strikes in Kenya," Journal of Health Economics, Elsevier, vol. 86(C).
    16. Kjell Hausken & Mthuli Ncube, 2013. "Working Paper 172 - Political Economy of Service Delivery: Monitoring versus Contestation," Working Paper Series 468, African Development Bank.
    17. Jishnu Das & Alaka Holla & Aakash Mohpal & Karthik Muralidharan, 2016. "Quality and Accountability in Health Care Delivery: Audit-Study Evidence from Primary Care in India," American Economic Review, American Economic Association, vol. 106(12), pages 3765-3799, December.
    18. Hao Zhang & Eddy van Doorslaer & Ling Xu & Yaoguang Zhang & Joris van de Klundert, 2019. "Can a results‐based bottom‐up reform improve health system performance? Evidence from the rural health project in China," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1204-1219, October.
    19. Dustan, Andrew & Hernandez-Agramonte, Juan Manuel & Maldonado, Stanislao, 2023. "Motivating bureaucrats with behavioral insights when state capacity is weak: Evidence from large-scale field experiments in Peru," Journal of Development Economics, Elsevier, vol. 160(C).
    20. Claudio Ferraz & Frederico Finan & Diana Belo Moreira, 2009. "Corrupting Learning: Evidence from Missing Federal Education Funds in Brazil," Textos para discussão 562, Department of Economics PUC-Rio (Brazil).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jhecon:v:80:y:2021:i:c:s0167629621001247. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505560 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.