IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v6y1997i6p561-575.html
   My bibliography  Save this article

Multilevel models and health economics

Author

Listed:
  • Nigel Rice
  • Andrew Jones

Abstract

Multilevel analyses have become an accepted statistical technique in the field of education where over the past decade or so the methods have been developed to explore the relationships between pupil characteristics and the characteristics of the schools they attend. More recently, widespread use has extended to other social sciences and health research. However, to date, little use has been made of these techniques within the health economics literature. This paper presents an introductory account of multilevel models and describes some of the areas of health economics research that may benefit from their use. © 1997 John Wiley & Sons, Ltd.

Suggested Citation

  • Nigel Rice & Andrew Jones, 1997. "Multilevel models and health economics," Health Economics, John Wiley & Sons, Ltd., vol. 6(6), pages 561-575, November.
    • Handle: RePEc:wly:hlthec:v:6:y:1997:i:6:p:561-575
    DOI: 10.1002/(SICI)1099-1050(199711)6:6<561::AID-HEC288>3.0.CO;2-X
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/(SICI)1099-1050(199711)6:63.0.CO;2-X
    Download Restriction: no
    File URL: https://libkey.io/10.1002/(SICI)1099-1050(199711)6:6<561::AID-HEC288>3.0.CO;2-X?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. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    2. Phelps, Charles E., 1995. "Welfare loss from variations: further considerations," Journal of Health Economics, Elsevier, vol. 14(2), pages 253-260, June.
    3. Richard Blundell & Frank Windmeijer, 1997. "Cluster effects and simultaneity in multilevel models," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 439-443, July.
    4. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    5. Goldstein, Harvey & Rasbash, Jon, 1992. "Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares," Computational Statistics & Data Analysis, Elsevier, vol. 13(1), pages 63-71, January.
    6. Charles E. Phelps, 1995. "Perspectives in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 4(5), pages 335-353, September.
    7. Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-1282, November.
    8. John A. Cairns & Marjon M. Van Der Pol, 1997. "Saving future lives. A comparison of three discounting models," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 341-350, July.
    9. Charles E. Phelps, 1992. "Diffusion of Information in Medical Care," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 23-42, Summer.
    10. Moffitt, Robert, 1990. "The Econometrics of Kinked Budget Constraints," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 119-139, Spring.
    11. Harvey Goldstein & David J. Spiegelhalter, 1996. "League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional Performance," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 159(3), pages 385-409, May.
    Full references (including those not matched with items on IDEAS)

    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. Laurie J. Bates & Rexford E. Santerre, 2005. "Do Agglomeration Economies Exist in the Hospital Services Industry," Eastern Economic Journal, Eastern Economic Association, vol. 31(4), pages 617-628, Fall.
    2. Nigel Rice & Matthew Sutton, 1998. "Drinking patterns within households: the estimation and interpretation of individual and group variables," Health Economics, John Wiley & Sons, Ltd., vol. 7(8), pages 689-699, December.
    3. Liu, Chang & Lin, Boqiang, 2020. "Is increasing-block electricity pricing effectively carried out in China? A case study in Shanghai and Shenzhen," Energy Policy, Elsevier, vol. 138(C).
    4. Busse, Matthias & Hefeker, Carsten, 2007. "Political risk, institutions and foreign direct investment," European Journal of Political Economy, Elsevier, vol. 23(2), pages 397-415, June.
    5. van Soest, A.H.O. & Das, J.W.M., 2000. "Family Labor Supply and Proposed Tax Reforms in the Netherlands," Discussion Paper 2000-20, Tilburg University, Center for Economic Research.
    6. Andrés Rodríguez-Pose & Yannis Psycharis & Vassilis Tselios, 2012. "Public investment and regional growth and convergence: Evidence from Greece," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 543-568, August.
    7. Eleftherios Angelopoulos & Antonios Georgopoulos, 2015. "The Determinants of Shareholder Value in Retail Banking During Crisis Years: The Case of Greece," Multinational Finance Journal, Multinational Finance Journal, vol. 19(2), pages 109-147, June.
    8. Ali Uyar & Simone Pizzi & Fabio Caputo & Cemil Kuzey & Abdullah S. Karaman, 2022. "Do shareholders reward or punish risky firms due to CSR reporting and assurance?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1596-1620, July.
    9. Busse, Matthias, 2004. "On the determinants of core labour standards: the case of developing countries," Economics Letters, Elsevier, vol. 83(2), pages 211-217, May.
    10. Gary V. Engelhardt & Anil Kumar, 2007. "Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study," NBER Chapters, in: Public Policy and Retirement, Trans-Atlantic Public Economics Seminar (TAPES), pages 1920-1943, National Bureau of Economic Research, Inc.
    11. Krishna Dayal Pandey & Tarak Nath Sahu, 2019. "Debt Financing, Agency Cost and Firm Performance: Evidence from India," Vision, , vol. 23(3), pages 267-274, September.
    12. Migliardo, Carlo, 2012. "Heterogeneity in price setting behavior, spatial disparities and sectoral diversity: Evidence from a panel of Italian firms," Economic Modelling, Elsevier, vol. 29(4), pages 1106-1118.
    13. Michael Rusinek & François Rycx, 2013. "Rent-Sharing under Different Bargaining Regimes: Evidence from Linked Employer–Employee Data," British Journal of Industrial Relations, London School of Economics, vol. 51(1), pages 28-58, March.
    14. Onur Başer & Joseph C. Gardiner & Cathy J. Bradley & Hüseyin Yüce & Charles Given, 2006. "Longitudinal analysis of censored medical cost data," Health Economics, John Wiley & Sons, Ltd., vol. 15(5), pages 513-525, May.
    15. Horsky Sharon & Michael Steven C. & Silk Alvin J., 2012. "The Internalization of Advertising Services: An Inter-Industry Analysis," Review of Marketing Science, De Gruyter, vol. 10(1), pages 1-35, October.
    16. Horst Feldmann, 2009. "The quality of the legal system and labor market performance around the world," European Journal of Law and Economics, Springer, vol. 28(1), pages 39-65, August.
    17. Yana Akhtyrska & Franz Fuerst, 2021. "People or Systems: Does Productivity Enhancement Matter More than Energy Management in LEED Certified Buildings?," Sustainability, MDPI, vol. 13(24), pages 1-35, December.
    18. Hellman, Joel S. & Jones, Geraint & Kaufmann, Daniel, 2003. "Seize the state, seize the day: state capture and influence in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 751-773, December.
    19. Allini, Alessandra & Rakha, Soliman & McMillan, David G. & Caldarelli, Adele, 2018. "Pecking order and market timing theory in emerging markets: The case of Egyptian firms," Research in International Business and Finance, Elsevier, vol. 44(C), pages 297-308.
    20. Boswijk, H. Peter & Franses, Philip Hans & van Dijk, Dick, 2010. "Cointegration in a historical perspective," Journal of Econometrics, Elsevier, vol. 158(1), pages 156-159, September.

    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:6:y:1997:i:6:p:561-575. 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.