IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v21y2012i11p1375-1381.html

Evaluation Of Variance Estimators For The Concentration And Health Achievement Indices: A Monte Carlo Simulation

Author

Listed:
  • Zhuo Chen
  • Kakoli Roy
  • Carol A. Gotway Crawford

Abstract

Although the concentration index (CI) and the health achievement index (HAI) have been extensively used, previous studies have relied on bootstrapping to compute the variance of the HAI, whereas competing variance estimators exist for the CI. This paper provides methods of statistical inference for the HAI and compares the available variance estimators for both the CI and the HAI using Monte Carlo simulation. Results for both the CI and the HAI suggest that analytical methods and bootstrapping are well behaved. The convenient regression method gives standard errors close to the other methods, provided the CI is not too large ( 0.1. Published 2011. This article is a US Government work and is in the public domain in the USA.

Suggested Citation

  • Zhuo Chen & Kakoli Roy & Carol A. Gotway Crawford, 2012. "Evaluation Of Variance Estimators For The Concentration And Health Achievement Indices: A Monte Carlo Simulation," Health Economics, John Wiley & Sons, Ltd., vol. 21(11), pages 1375-1381, November.
    • Handle: RePEc:wly:hlthec:v:21:y:2012:i:11:p:1375-1381
    DOI: 10.1002/hec.1796
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.1796
    Download Restriction: no
    File URL: https://libkey.io/10.1002/hec.1796?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
    ---><---

    References listed on IDEAS

    as
    1. ERREYGERS, Guido & CLARKE, Philip & VAN OURTI, Tom, 2010. "Mirror, mirror, on the wall, who in this land is fairest of all? Revisiting the extended concentration index," Working Papers 2010015, University of Antwerp, Faculty of Business and Economics.
    2. Russell Davidson & Jean-Yves Duclos, 1997. "Statistical Inference for the Measurement of the Incidence of Taxes and Transfers," Econometrica, Econometric Society, vol. 65(6), pages 1453-1466, November.
    3. Erreygers, Guido, 2009. "Correcting the Concentration Index: A reply to Wagstaff," Journal of Health Economics, Elsevier, vol. 28(2), pages 521-524, March.
    4. repec:wbk:wbpubs:6896 is not listed on IDEAS
    5. Wagstaff, Adam, 2002. "Inequality aversion, health inequalities and health achievement," Journal of Health Economics, Elsevier, vol. 21(4), pages 627-641, July.
    6. Erreygers, Guido, 2009. "Correcting the Concentration Index," Journal of Health Economics, Elsevier, vol. 28(2), pages 504-515, March.
    7. Chen, Zhuo & Roy, Kakoli, 2009. "Calculating concentration index with repetitive values of indicators of economic welfare," Journal of Health Economics, Elsevier, vol. 28(1), pages 169-175, January.
    8. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
    9. Mills, Jeffrey A & Zandvakili, Sourushe, 1997. "Statistical Inference via Bootstrapping for Measures of Inequality," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 133-150, March-Apr.
    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. Yuxin Wang & Wenlong Li & Jinping Xiong & Ying Li & Huaqing Wu, 2019. "Effect of Land Expropriation on Land-Lost Farmers’ Health: Empirical Evidence from Rural China," IJERPH, MDPI, vol. 16(16), pages 1-12, August.

    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. Clarke, Philip & Van Ourti, Tom, 2010. "Calculating the concentration index when income is grouped," Journal of Health Economics, Elsevier, vol. 29(1), pages 151-157, January.
    2. Bénédicte H. Apouey & Jacques Silber, 2016. "Performance and Inequality in Health: A Comparison of Child and Maternal Health across Asia," Research on Economic Inequality, in: Inequality after the 20th Century: Papers from the Sixth ECINEQ Meeting, volume 24, pages 181-214, Emerald Group Publishing Limited.
    3. Sam Harper & Eric Ruder & Henry A. Roman & Amelia Geggel & Onyemaechi Nweke & Devon Payne-Sturges & Jonathan I. Levy, 2013. "Using Inequality Measures to Incorporate Environmental Justice into Regulatory Analyses," IJERPH, MDPI, vol. 10(9), pages 1-21, August.
    4. Van Ourti, Tom & van Doorslaer, Eddy & Koolman, Xander, 2009. "The effect of income growth and inequality on health inequality: Theory and empirical evidence from the European Panel," Journal of Health Economics, Elsevier, vol. 28(3), pages 525-539, May.
    5. Philip Clarke & Tom Van Ourti, 2009. "Correcting the Bias in the Concentration Index when Income is Grouped," CEPR Discussion Papers 599, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    6. Adam Wagstaff & Daniel Cotlear & Patrick Hoang-Vu Eozenou & Leander R. Buisman, 2016. "Measuring progress towards universal health coverage: with an application to 24 developing countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(1), pages 147-189.
    7. John E. Ataguba, 2022. "A short note revisiting the concentration index: Does the normalization of the concentration index matter?," Health Economics, John Wiley & Sons, Ltd., vol. 31(7), pages 1506-1512, July.
    8. Brendan Walsh & Mary Silles & Ciaran O'Neill, 2012. "The Role Of Private Medical Insurance In Socio‐Economic Inequalities In Cancer Screening Uptake In Ireland," Health Economics, John Wiley & Sons, Ltd., vol. 21(10), pages 1250-1256, October.
    9. Hai Zhong, 2010. "On decomposing the inequality and inequity change in health care utilization: change in means, or change in the distributions?," International Journal of Health Economics and Management, Springer, vol. 10(4), pages 369-386, December.
    10. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2011. "Equity in health and health care," LIDAM Discussion Papers CORE 2011026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    11. Nesson, Erik T. & Robinson, Joshua J., 2019. "On the measurement of health and its effect on the measurement of health inequality," Economics & Human Biology, Elsevier, vol. 35(C), pages 207-221.
    12. Mohammad Habibullah Pulok & Kees Gool & Mohammad Hajizadeh & Sara Allin & Jane Hall, 2020. "Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 171-180, March.
    13. Guido Erreygers & Roselinde Kessels, 2017. "Socioeconomic Status and Health: A New Approach to the Measurement of Bivariate Inequality," IJERPH, MDPI, vol. 14(7), pages 1-23, June.
    14. Peng Nie & Andrew E. Clarck & Conchita D'Ambrosio & Lanlin Ding, 2020. "Income-related health inequality in urban China (1991-2015): The role of homeownership and housing conditions," Working Papers 524, ECINEQ, Society for the Study of Economic Inequality.
    15. David Madden, 2018. "The Base of Party Political Support in Ireland: A New Approach," The Economic and Social Review, Economic and Social Studies, vol. 49(1), pages 17-44.
    16. David Madden, 2024. "Mental health in Ireland during the Covid pandemic: Evidence from two longitudinal surveys," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-22, March.
    17. Pulok, Mohammad Habibullah & van Gool, Kees & Hall, Jane, 2020. "Horizontal inequity in the utilisation of healthcare services in Australia," Health Policy, Elsevier, vol. 124(11), pages 1263-1271.
    18. Clarke, Philip M. & Hayes, Alison J., 2009. "Measuring achievement: Changes in risk factors for cardiovascular disease in Australia," Social Science & Medicine, Elsevier, vol. 68(3), pages 552-561, February.
    19. Hardardottir, Hjördis & Gerdtham, Ulf-G. & Wengström, Erik, 2019. "What Kind of Inequality Do You Prefer? Evaluating Measures of Income and Health Inequality Using Choice Experiments," Working Papers 2019:7, Lund University, Department of Economics, revised 31 May 2019.
    20. Gerdtham, Ulf-G & Lundborg, Petter & Lyttkens, Carl Hampus & Nystedt, Paul, 2012. "Do Socioeconomic Factors Really Explain Income-Related Inequalities in Health? Applying a Twin Design to Standard Decomposition Analysis," Working Papers 2012:21, Lund University, Department of Economics.

    More about this item

    Statistics

    Access and download statistics

    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:wly:hlthec:v:21:y:2012:i:11:p:1375-1381. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.