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Julie Shi

Personal Details

First Name:Julie
Middle Name:
Last Name:Shi
Suffix:
RePEc Short-ID:psh802
http://econ.pku.edu.cn/szdw_displaynews.asp?id=11062

Affiliation

School of Economics
Peking University

Beijing, China
http://econ.pku.edu.cn/
RePEc:edi:sepkucn (more details at EDIRC)

Research output

as
Jump to: Working papers Articles Chapters

Working papers

  1. Hanming Fang & Xiaoyan Lei & Julie Shi & Xuejie Yi, 2021. "Physician-Induced Demand: Evidence from China’s Drug Price Zero-Markup Policy," NBER Working Papers 28998, National Bureau of Economic Research, Inc.
  2. Jacob Glazer & Thomas McGuire & Julie Shi, 2014. "Risk Adjustment of Health Plan Payments to Correct Inefficient Plan Choice from Adverse Selection," NBER Working Papers 19998, National Bureau of Economic Research, Inc.

Articles

  1. Wang, Yijie & Shi, Julie & Yao, Yi & Sun, Wenkai, 2022. "The impact of health insurance on job location choice: Evidence from rural China," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 569-583.
  2. Yi Yao & Joan Schmit & Julie Shi, 2019. "Promoting sustainability for micro health insurance: a risk-adjusted subsidy approach for maternal healthcare service," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 382-409, July.
  3. Lu, Yi & Shi, Julie & Yang, Wanyu, 2019. "Expenditure response to health insurance policies: Evidence from kinks in rural China," Journal of Public Economics, Elsevier, vol. 178(C).
  4. Chen, Yi & Shi, Julie & Zhuang, Castiel Chen, 2019. "Income-dependent impacts of health insurance on medical expenditures: Theory and evidence from China," China Economic Review, Elsevier, vol. 53(C), pages 290-310.
  5. Julie Shi & Yi Yao & Gordon Liu, 2018. "Modeling individual health care expenditures in China: Evidence to assist payment reform in public insurance," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1945-1962, December.
  6. Sherri Rose & Julie Shi & Thomas G. McGuire & Sharon-Lise T. Normand, 2017. "Matching and Imputation Methods for Risk Adjustment in the Health Insurance Marketplaces," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 9(2), pages 525-542, December.
  7. Julie Shi, 2017. "Efficiency in Plan Choice with Risk Adjustment and Risk-Based Pricing in Health Insurance Exchanges," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 79-113, January.
  8. Julie Shi, 2016. "Income Responses to Health Insurance Subsidies: Evidence from Massachusetts," American Journal of Health Economics, MIT Press, vol. 2(1), pages 96-124, Winter.
  9. McGuire, Thomas G. & Newhouse, Joseph P. & Normand, Sharon-Lise & Shi, Julie & Zuvekas, Samuel, 2014. "Assessing incentives for service-level selection in private health insurance exchanges," Journal of Health Economics, Elsevier, vol. 35(C), pages 47-63.
  10. McGuire, Thomas G. & Glazer, Jacob & Newhouse, Joseph P. & Normand, Sharon-Lise & Shi, Julie & Sinaiko, Anna D. & Zuvekas, Samuel H., 2013. "Integrating risk adjustment and enrollee premiums in health plan payment," Journal of Health Economics, Elsevier, vol. 32(6), pages 1263-1277.

Chapters

  1. Jacob Glazer & Thomas G. McGuire & Julie Shi, 2016. "Risk Adjustment of Health Plan Payments to Correct Inefficient Plan Choice from Adverse Selection," NBER Chapters, in: Measuring and Modeling Health Care Costs, pages 379-418, National Bureau of Economic Research, Inc.

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Jacob Glazer & Thomas McGuire & Julie Shi, 2014. "Risk Adjustment of Health Plan Payments to Correct Inefficient Plan Choice from Adverse Selection," NBER Working Papers 19998, National Bureau of Economic Research, Inc.

    Cited by:

    1. Benjamin R. Handel & Jonathan T. Kolstad & Johannes Spinnewijn, 2019. "Information Frictions and Adverse Selection: Policy Interventions in Health Insurance Markets," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 326-340, May.
    2. Camilo Cid & Randall P. Ellis & Verónica Vargas & Juergen Wasem & Lorena Prieto, 2015. "Global Risk-Adjusted Payment Models," Boston University - Department of Economics - Working Papers Series wp2015-021, Boston University - Department of Economics.
    3. Timothy J. Layton & Thomas G. McGuire & Anna D. Sinaiko, 2016. "Risk Corridors and Reinsurance in Health Insurance Marketplaces: Insurance for Insurers," American Journal of Health Economics, MIT Press, vol. 2(1), pages 66-95, Winter.

Articles

  1. Yi Yao & Joan Schmit & Julie Shi, 2019. "Promoting sustainability for micro health insurance: a risk-adjusted subsidy approach for maternal healthcare service," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 382-409, July.

    Cited by:

    1. Xiaoqi Zhang & Yi Chen & Yi Yao, 2021. "Dynamic information asymmetry in micro health insurance: implications for sustainability," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 46(3), pages 468-507, July.

  2. Lu, Yi & Shi, Julie & Yang, Wanyu, 2019. "Expenditure response to health insurance policies: Evidence from kinks in rural China," Journal of Public Economics, Elsevier, vol. 178(C).

    Cited by:

    1. Zhang, Yan & Zhao, Guangchuan & Gu, Hai, 2022. "Investing in health capital: Does medical insurance matter?," Research in International Business and Finance, Elsevier, vol. 61(C).
    2. Shen, Menghan & He, Wen & Li, Linyan, 2020. "Incentives to use primary care and their impact on healthcare utilization: Evidence using a public health insurance dataset in China," Social Science & Medicine, Elsevier, vol. 255(C).

  3. Chen, Yi & Shi, Julie & Zhuang, Castiel Chen, 2019. "Income-dependent impacts of health insurance on medical expenditures: Theory and evidence from China," China Economic Review, Elsevier, vol. 53(C), pages 290-310.

    Cited by:

    1. Mladenovic, Svetlana Sokolov & Milovancevic, Milos & Mladenovic, Igor & Petrovic, Jelena & Milovanovic, Dragan & Petković, Biljana & Resic, Sead & Barjaktarović, Miljana, 2020. "Identification of the important variables for prediction of individual medical costs billed by health insurance," Technology in Society, Elsevier, vol. 62(C).
    2. Zhou, Cuihua & Lan, Yanfei & Li, Weifeng & Zhao, Ruiqing, 2022. "Medicare policies in a two-Tier healthcare system with overtreatment," Omega, Elsevier, vol. 109(C).
    3. Guangsheng Wan & Zixuan Peng & Yufeng Shi & Peter C. Coyte, 2020. "What Are the Determinants of the Decision to Purchase Private Health Insurance in China?," IJERPH, MDPI, vol. 17(15), pages 1-15, July.
    4. Colin Green & Bruce Hollingsworth & Miaoqing Yang, 2021. "The impact of social health insurance on rural populations," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(3), pages 473-483, April.
    5. Xiaojun Lu & Qun Wang & Daishuang Wei, 2020. "Do Health Insurance Schemes Heterogeneously Affect Income and Income Distribution? Evidence from Chinese Agricultural Migrants Survey," IJERPH, MDPI, vol. 17(9), pages 1-12, April.
    6. Wang, Yijie & Shi, Julie & Yao, Yi & Sun, Wenkai, 2022. "The impact of health insurance on job location choice: Evidence from rural China," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 569-583.

  4. Julie Shi & Yi Yao & Gordon Liu, 2018. "Modeling individual health care expenditures in China: Evidence to assist payment reform in public insurance," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1945-1962, December.

    Cited by:

    1. Lu, Yi & Shi, Julie & Yang, Wanyu, 2019. "Expenditure response to health insurance policies: Evidence from kinks in rural China," Journal of Public Economics, Elsevier, vol. 178(C).
    2. Liu, Kai & Zhang, Qian & He, Alex Jingwei, 2021. "The impacts of multiple healthcare reforms on catastrophic health spending for poor households in China," Social Science & Medicine, Elsevier, vol. 285(C).

  5. Sherri Rose & Julie Shi & Thomas G. McGuire & Sharon-Lise T. Normand, 2017. "Matching and Imputation Methods for Risk Adjustment in the Health Insurance Marketplaces," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 9(2), pages 525-542, December.

    Cited by:

    1. Timothy J. Layton & Thomas G. McGuire, 2017. "Marketplace Plan Payment Options for Dealing with High-Cost Enrollees," American Journal of Health Economics, University of Chicago Press, vol. 3(2), pages 165-191, Spring.

  6. Julie Shi, 2017. "Efficiency in Plan Choice with Risk Adjustment and Risk-Based Pricing in Health Insurance Exchanges," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 79-113, January.

    Cited by:

    1. Timothy J. Layton & Thomas G. McGuire & Anna D. Sinaiko, 2016. "Risk Corridors and Reinsurance in Health Insurance Marketplaces: Insurance for Insurers," American Journal of Health Economics, MIT Press, vol. 2(1), pages 66-95, Winter.

  7. Julie Shi, 2016. "Income Responses to Health Insurance Subsidies: Evidence from Massachusetts," American Journal of Health Economics, MIT Press, vol. 2(1), pages 96-124, Winter.

    Cited by:

    1. Bradley T. Heim & Ithai Z. Lurie, 2015. "The Impact of Health Reform on Job Mobility: Evidence from Massachusetts," American Journal of Health Economics, MIT Press, vol. 1(3), pages 374-398, Summer.
    2. Lizhong Peng & Xiaohui (Ronnie) Guo & Chad D. Meyerhoefer, 2018. "The Effects of Medicaid Expansion on Labor Market Outcomes: Evidence from Border Counties," NBER Working Papers 25105, National Bureau of Economic Research, Inc.
    3. Lizhong Peng, 2017. "How Does Medicaid Expansion Affect Premiums in the Health Insurance Marketplaces? New Evidence from Late Adoption in Pennsylvania and Indiana," American Journal of Health Economics, MIT Press, vol. 3(4), pages 550-576, Fall.
    4. Tianxu Chen, 2019. "Health Insurance and Marriage Behavior: Will Marriage Lock Hold Under Healthcare Reform?," Working papers 2019-10, University of Connecticut, Department of Economics.
    5. Dunn, Abe & Knepper, Matthew & Dauda, Seidu, 2021. "Insurance expansions and hospital utilization: Relabeling and reabling?," Journal of Health Economics, Elsevier, vol. 78(C).
    6. Benjamin R. Handel & Jonathan T. Kolstad, 2021. "The Affordable Care Act After a Decade: Industrial Organization of the Insurance Exchanges," NBER Working Papers 29178, National Bureau of Economic Research, Inc.
    7. Heim, Bradley T. & Hunter, Gillian & Isen, Adam & Lurie, Ithai Z. & Ramnath, Shanthi P., 2021. "Income Responses to the Affordable Care Act: Evidence from a Premium Tax Credit Notch," Journal of Health Economics, Elsevier, vol. 76(C).

  8. McGuire, Thomas G. & Newhouse, Joseph P. & Normand, Sharon-Lise & Shi, Julie & Zuvekas, Samuel, 2014. "Assessing incentives for service-level selection in private health insurance exchanges," Journal of Health Economics, Elsevier, vol. 35(C), pages 47-63.

    Cited by:

    1. Pilny, Adam & Wübker, Ansgar & Ziebarth, Nicolas R., 2017. "Introducing Risk Adjustment and Free Health Plan Choice in Employer-Based Health Insurance: Evidence from Germany," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168121, Verein für Socialpolitik / German Economic Association.
    2. A. A. Withagen-Koster & R. C. Kleef & F. Eijkenaar, 2020. "Incorporating self-reported health measures in risk equalization through constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 513-528, June.
    3. H. E. Frech & Peter Zweifel, 2017. "Market Socialism and Community Rating in Health Insurance," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 59(3), pages 405-427, September.
    4. A. A. Withagen-Koster & R. C. Kleef & F. Eijkenaar, 2018. "Examining unpriced risk heterogeneity in the Dutch health insurance market," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(9), pages 1351-1363, December.
    5. Joseph P. Newhouse & Mary Price & J. Michael McWilliams & John Hsu & Thomas McGuire, 2014. "How Much Favorable Selection Is Left in Medicare Advantage?," NBER Working Papers 20021, National Bureau of Economic Research, Inc.
    6. Timothy J. Layton & Thomas G. McGuire & Richard C. van Kleef, 2016. "Deriving Risk Adjustment Payment Weights to Maximize Efficiency of Health Insurance Markets," NBER Working Papers 22642, National Bureau of Economic Research, Inc.
    7. Richard C. Kleef & Thomas G. McGuire & René C. J. A. Vliet & Wynand P. P. M. de Ven, 2017. "Improving risk equalization with constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(9), pages 1137-1156, December.
    8. Julie Shi, 2017. "Efficiency in Plan Choice with Risk Adjustment and Risk-Based Pricing in Health Insurance Exchanges," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 79-113, January.
    9. Timothy J. Layton & Randall P. Ellis & Thomas G. McGuire, 2015. "Assessing Incentives for Adverse Selection in Health Plan Payment Systems," NBER Working Papers 21531, National Bureau of Economic Research, Inc.
    10. Keith Marzilli Ericson & Kimberley Geissler & Benjamin Lubin, 2017. "The Impact of Partial-Year Enrollment on the Accuracy of Risk Adjustment Systems: A Framework and Evidence," NBER Working Papers 23765, National Bureau of Economic Research, Inc.
    11. Timothy Layton & Ellen J. Montz & Mark Shepard, 2017. "Health Plan Payment in U.S. Marketplaces: Regulated Competition with a Weak Mandate," NBER Working Papers 23444, National Bureau of Economic Research, Inc.
    12. Bergquist, Savannah L. & Layton, Timothy J. & McGuire, Thomas G. & Rose, Sherri, 2019. "Data transformations to improve the performance of health plan payment methods," Journal of Health Economics, Elsevier, vol. 66(C), pages 195-207.
    13. Sungchul Park & Anirban Basu, 2018. "Alternative evaluation metrics for risk adjustment methods," Health Economics, John Wiley & Sons, Ltd., vol. 27(6), pages 984-1010, June.
    14. Michael Geruso & Thomas G. McGuire, 2014. "Tradeoffs in the Design of Health Plan Payment Systems: Fit, Power and Balance," NBER Working Papers 20359, National Bureau of Economic Research, Inc.
    15. Savannah L. Bergquist & Timothy J. Layton & Thomas G. McGuire & Sherri Rose, 2018. "Intervening on the Data to Improve the Performance of Health Plan Payment Methods," NBER Working Papers 24491, National Bureau of Economic Research, Inc.
    16. Richard van Kleef & Thomas McGuire & Rene van Vliet & Wynand van de Ven, 2015. "Improving Risk Equalization with Constrained Regression," NBER Working Papers 21570, National Bureau of Economic Research, Inc.
    17. Timothy J. Layton & Thomas G. McGuire, 2017. "Marketplace Plan Payment Options for Dealing with High-Cost Enrollees," American Journal of Health Economics, University of Chicago Press, vol. 3(2), pages 165-191, Spring.
    18. Thomas G. McGuire & Anna L. Zink & Sherri Rose, 2020. "Simplifying and Improving the Performance of Risk Adjustment Systems," NBER Working Papers 26736, National Bureau of Economic Research, Inc.
    19. Sherri Rose & Julie Shi & Thomas G. McGuire & Sharon-Lise T. Normand, 2017. "Matching and Imputation Methods for Risk Adjustment in the Health Insurance Marketplaces," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 9(2), pages 525-542, December.
    20. Shuli Brammli-Greenberg & Jacob Glazer & Ruth Waitzberg, 2019. "Modest risk-sharing significantly reduces health plans’ incentives for service distortion," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(9), pages 1359-1374, December.
    21. Wynand P. M. M. Ven & René C. J. A. Vliet & Richard C. Kleef, 2017. "How can the regulator show evidence of (no) risk selection in health insurance markets? Conceptual framework and empirical evidence," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(2), pages 167-180, March.
    22. Sungchul Park & Anirban Basu & Norma Coe & Fahad Khalil, 2017. "Service-level Selection: Strategic Risk Selection in Medicare Advantage in Response to Risk Adjustment," NBER Working Papers 24038, National Bureau of Economic Research, Inc.

  9. McGuire, Thomas G. & Glazer, Jacob & Newhouse, Joseph P. & Normand, Sharon-Lise & Shi, Julie & Sinaiko, Anna D. & Zuvekas, Samuel H., 2013. "Integrating risk adjustment and enrollee premiums in health plan payment," Journal of Health Economics, Elsevier, vol. 32(6), pages 1263-1277.

    Cited by:

    1. A. A. Withagen-Koster & R. C. Kleef & F. Eijkenaar, 2020. "Incorporating self-reported health measures in risk equalization through constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 513-528, June.
    2. Normann Lorenz, 2014. "Using quantile regression for optimal risk adjustment," Research Papers in Economics 2014-11, University of Trier, Department of Economics.
    3. Joseph P. Newhouse & Mary Price & J. Michael McWilliams & John Hsu & Thomas McGuire, 2014. "How Much Favorable Selection Is Left in Medicare Advantage?," NBER Working Papers 20021, National Bureau of Economic Research, Inc.
    4. Schmid, Christian P.R. & Beck, Konstantin, 2016. "Re-insurance in the Swiss health insurance market: Fit, power, and balance," Health Policy, Elsevier, vol. 120(7), pages 848-855.
    5. Richard C. Kleef & Thomas G. McGuire & René C. J. A. Vliet & Wynand P. P. M. de Ven, 2017. "Improving risk equalization with constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(9), pages 1137-1156, December.
    6. Julie Shi, 2017. "Efficiency in Plan Choice with Risk Adjustment and Risk-Based Pricing in Health Insurance Exchanges," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 79-113, January.
    7. Timothy J. Layton & Randall P. Ellis & Thomas G. McGuire, 2015. "Assessing Incentives for Adverse Selection in Health Plan Payment Systems," NBER Working Papers 21531, National Bureau of Economic Research, Inc.
    8. Lorenz, Normann, 2015. "The interaction of direct and indirect risk selection," Journal of Health Economics, Elsevier, vol. 42(C), pages 81-89.
    9. Jing Chen & Randall P. Ellis & Katherine H. Toro & Arlene S. Ash, 2015. "Mispricing in Medicare Advantage Risk Adjustment," Boston University - Department of Economics - Working Papers Series wp2015-020, Boston University - Department of Economics.
    10. McGuire, Thomas G. & Newhouse, Joseph P. & Normand, Sharon-Lise & Shi, Julie & Zuvekas, Samuel, 2014. "Assessing incentives for service-level selection in private health insurance exchanges," Journal of Health Economics, Elsevier, vol. 35(C), pages 47-63.
    11. Jacob Glazer & Thomas McGuire & Julie Shi, 2014. "Risk Adjustment of Health Plan Payments to Correct Inefficient Plan Choice from Adverse Selection," NBER Working Papers 19998, National Bureau of Economic Research, Inc.
    12. Normann Lorenz, 2014. "The interaction of direct and indirect risk selection," Research Papers in Economics 2014-12, University of Trier, Department of Economics.
    13. Julie Shi & Yi Yao & Gordon Liu, 2018. "Modeling individual health care expenditures in China: Evidence to assist payment reform in public insurance," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1945-1962, December.
    14. Richard van Kleef & Thomas McGuire & Rene van Vliet & Wynand van de Ven, 2015. "Improving Risk Equalization with Constrained Regression," NBER Working Papers 21570, National Bureau of Economic Research, Inc.
    15. Timothy J. Layton & Thomas G. McGuire, 2017. "Marketplace Plan Payment Options for Dealing with High-Cost Enrollees," American Journal of Health Economics, University of Chicago Press, vol. 3(2), pages 165-191, Spring.
    16. Timothy J. Layton & Thomas G. McGuire & Anna D. Sinaiko, 2016. "Risk Corridors and Reinsurance in Health Insurance Marketplaces: Insurance for Insurers," American Journal of Health Economics, MIT Press, vol. 2(1), pages 66-95, Winter.
    17. Normann Lorenz, 2017. "Using Quantile and Asymmetric Least Squares Regression for Optimal Risk Adjustment," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 724-742, June.
    18. Anna Zink & Sherri Rose, 2020. "Fair regression for health care spending," Biometrics, The International Biometric Society, vol. 76(3), pages 973-982, September.
    19. Olivier Darmouni & Dan Zeltzer, 2022. "Horizon effects and adverse selection in health insurance markets," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(2), pages 800-827, May.
    20. Viktor von Wyl & Konstantin Beck, 2014. "Risk adjustment in aging societies," Health Economics Review, Springer, vol. 4(1), pages 1-14, December.

Chapters

  1. Jacob Glazer & Thomas G. McGuire & Julie Shi, 2016. "Risk Adjustment of Health Plan Payments to Correct Inefficient Plan Choice from Adverse Selection," NBER Chapters, in: Measuring and Modeling Health Care Costs, pages 379-418, National Bureau of Economic Research, Inc.
    See citations under working paper version above.Sorry, no citations of chapters recorded.

More information

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Statistics

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Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 2 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-HEA: Health Economics (2) 2014-03-30 2021-07-19
  2. NEP-CNA: China (1) 2021-07-19

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