IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v68y2015i7p1570-1573.html
   My bibliography  Save this article

Healthcare expenditure with causal recipes

Author

Listed:
  • Huarng, Kun-Huang
  • Yu, Tiffany Hui-Kuang

Abstract

Healthcare is turning a big business. A better understanding of the factors affecting healthcare expenditure (HCE) can assist expenditure control. This study uses fuzzy set/Qualitative Comparative Analysis (fsQCA) to explore the sufficient conditions for the outcome, HCE. FsQCA provides causal recipes for each year to show the causal complexities leading to the outcome of that year with high consistencies. The three most recurrent causal recipes are: (1) longevity countries with many doctors and aging population; (2) longevity and rich countries with many doctors; and (3) longevity and rich countries with aging population. The analysis also shows strong predictive validities. The causal recipes of the first few years can successfully forecast the causal recipe(s) of following years.

Suggested Citation

  • Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2015. "Healthcare expenditure with causal recipes," Journal of Business Research, Elsevier, vol. 68(7), pages 1570-1573.
    • Handle: RePEc:eee:jbrese:v:68:y:2015:i:7:p:1570-1573
    DOI: 10.1016/j.jbusres.2015.01.053
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296315000673
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbusres.2015.01.053?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. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    2. Lichtenberg, Frank R., 2014. "The impact of pharmaceutical innovation on longevity and medical expenditure in France, 2000–2009," Economics & Human Biology, Elsevier, vol. 13(C), pages 107-127.
    3. Dandan Liu & Rui Li & Zijun Wang, 2011. "Testing for structural breaks in panel varying coefficient models: with an application to OECD health expenditure," Empirical Economics, Springer, vol. 40(1), pages 95-118, February.
    4. Joan Costa‐Font & Jordi Pons‐Novell, 2007. "Public health expenditure and spatial interactions in a decentralized national health system," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 291-306, March.
    5. Dreger, C. & Reimers, H.E., 2005. "Health Care Expenditures in OECD Countries: A Panel Unit Root and Cointegration Analysis," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 5-20.
    6. Lago-Peñas, Santiago & Cantarero-Prieto, David & Blázquez-Fernández, Carla, 2013. "On the relationship between GDP and health care expenditure: A new look," Economic Modelling, Elsevier, vol. 32(C), pages 124-129.
    7. Theo Hitiris, 1997. "Health care expenditure and integration in the countries of the European Union," Applied Economics, Taylor & Francis Journals, vol. 29(1), pages 1-6.
    8. Hansen, Paul & King, Alan, 1996. "The determinants of health care expenditure: A cointegration approach," Journal of Health Economics, Elsevier, vol. 15(1), pages 127-137, February.
    9. Frank R. Lichtenberg & Billie Pettersson, 2014. "The impact of pharmaceutical innovation on longevity and medical expenditure in Sweden, 1997-2010: evidence from longitudinal, disease-level data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(3), pages 239-273, April.
    10. Anindya Sen, 2005. "Is Health Care a Luxury? New Evidence from OECD Data," International Journal of Health Economics and Management, Springer, vol. 5(2), pages 147-164, June.
    11. Schneider, Martin R. & Eggert, Andreas, 2014. "Embracing complex causality with the QCA method: An invitation," jbm - Journal of Business Market Management, Free University Berlin, Marketing Department, vol. 7(1), pages 312-328.
    12. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2014. "A new quantile regression forecasting model," Journal of Business Research, Elsevier, vol. 67(5), pages 779-784.
    13. Woodside, Arch G. & Hsu, Shih-Yun & Marshall, Roger, 2011. "General theory of cultures' consequences on international tourism behavior," Journal of Business Research, Elsevier, vol. 64(8), pages 785-799, August.
    14. Mickael Bech & Terkel Christiansen & Ehsan Khoman & Jørgen Lauridsen & Martin Weale, 2011. "Ageing and health care expenditure in EU-15," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 469-478, October.
    15. Woodside, Arch G., 2012. "Incompetency training: Theory, practice, and remedies," Journal of Business Research, Elsevier, vol. 65(3), pages 279-293.
    16. Catherine Bac & Yannick le Pen, 2002. "An International Comparison of Health Care Expenditure Determinants," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C5-1, International Conferences on Panel Data.
    17. Tauhidur Rahman, 2008. "Determinants of public health expenditure: some evidence from Indian states," Applied Economics Letters, Taylor & Francis Journals, vol. 15(11), pages 853-857.
    18. Hitiris, Theo & Posnett, John, 1992. "The determinants and effects of health expenditure in developed countries," Journal of Health Economics, Elsevier, vol. 11(2), pages 173-181, August.
    19. Hall, Jane & Viney, Rosalie & Haas, Marion & Louviere, Jordan, 2004. "Using stated preference discrete choice modeling to evaluate health care programs," Journal of Business Research, Elsevier, vol. 57(9), pages 1026-1032, September.
    20. Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544, September.
    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. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2020. "The impact of surge pricing on customer retention," Journal of Business Research, Elsevier, vol. 120(C), pages 175-180.
    2. Kun-Huang Huarng & Tiffany Hui-Kuang Yu, 2017. "Using qualitative approach to forecasting regime switches," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 2035-2048, September.
    3. Yu-Shan Lin, 2017. "Causal complexity for passengers’ intentions to re-ride," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 1925-1937, September.
    4. Yu, Tiffany Hui-Kuang & Huarng, Kun-Huang & Lai, Yun Ting, 2021. "Configural analysis of innovation for exploring economic growth," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    5. Kun-Huang Huarng & Tiffany Hui-Kuang Yu, 2021. "Complexity theory of entrepreneur characteristics," International Entrepreneurship and Management Journal, Springer, vol. 17(3), pages 1037-1048, September.
    6. Nor Aziah Abd Kadir & Nur Fakhzan Marwan & Adibah Hussin & Rosmah Nizam & Fazreena Mansor, 2022. "Long Run Analysis between Climate Change, Socio-Economic Factors and Technology on Health Expenditure in Malaysia," International Journal of Human Resource Studies, Macrothink Institute, vol. 12(2), pages 6589-6589, December.

    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. Muhammad Arshad Khan & Muhammad Iftikhar Ul Husnain, 2019. "Is health care a luxury or necessity good? Evidence from Asian countries," International Journal of Health Economics and Management, Springer, vol. 19(2), pages 213-233, June.
    2. Ousmane Traoré, 2020. "Economic Growth and Human Capital Accumulation across Countries: Evidence from WAEMU Region," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 26(2), pages 147-159, May.
    3. Y. Natalia Alfonso & Guiru Ding & David Bishai, 2016. "Income Elasticity of Vaccines Spending versus General Healthcare Spending," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 860-872, July.
    4. Lago-Peñas, Santiago & Cantarero-Prieto, David & Blázquez-Fernández, Carla, 2013. "On the relationship between GDP and health care expenditure: A new look," Economic Modelling, Elsevier, vol. 32(C), pages 124-129.
    5. Nilgun Yavuz & Veli Yilanci & Zehra Ozturk, 2013. "Is health care a luxury or a necessity or both? Evidence from Turkey," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(1), pages 5-10, February.
    6. Eugene Kouassi & Gnoudentiho G Silue & Oluyele Akinkugbe & Jean Marcelin B Brou, 2017. "Health expenditures and Income with Nonstationary Panel Data: Evidence from ECOWAS Member Countries," Economics Bulletin, AccessEcon, vol. 37(3), pages 2198-2218.
    7. Joan Costa-Font & Marin Gemmill & Gloria Rubert, 2008. "Re-visiting the Health Care Luxury Good Hypothesis: Aggregation, Precision, and Publication Biases?," Working Papers in Economics 197, Universitat de Barcelona. Espai de Recerca en Economia.
    8. Vandersteegen, Tom & Marneffe, Wim & Cleemput, Irina & Vereeck, Lode, 2015. "The impact of no-fault compensation on health care expenditures: An empirical study of OECD countries," Health Policy, Elsevier, vol. 119(3), pages 367-374.
    9. Yan Feng & Toby Watt & Anita Charlesworth & Grace Marsden & Adam Roberts & Jon Sussex, 2017. "What Determines the Health Care Expenditure of High Income Countries? A Dynamic Estimation," Applied Economics and Finance, Redfame publishing, vol. 4(6), pages 1-16, November.
    10. Fengping Tian & Jiti Gao & Ke Yang, 2018. "A quantile regression approach to panel data analysis of health‐care expenditure in Organisation for Economic Co‐operation and Development countries," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1921-1944, December.
    11. Moheddine Younsi & Mohamed Chakroun & Amine Nafla, 2016. "Robust analysis of the determinants of healthcare expenditure growth: evidence from panel data for low-, middle- and high-income countries," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(4), pages 580-601, October.
    12. Marwa Farag & A. NandaKumar & Stanley Wallack & Dominic Hodgkin & Gary Gaumer & Can Erbil, 2012. "The income elasticity of health care spending in developing and developed countries," International Journal of Health Economics and Management, Springer, vol. 12(2), pages 145-162, June.
    13. Alejandro F. Rodríguez & M. Nieves Valdés, 2019. "Health care expenditures and GDP in Latin American and OECD countries: a comparison using a panel cointegration approach," International Journal of Health Economics and Management, Springer, vol. 19(2), pages 115-153, June.
    14. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    15. Błażej Łyszczarz, 2018. "Determinanty wydatków na zdrowie w gospodarstwach domowych w Polsce," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 1, pages 137-157.
    16. Badi H. Baltagi & Raffaele Lagravinese & Francesco Moscone & Elisa Tosetti, 2017. "Health Care Expenditure and Income: A Global Perspective," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 863-874, July.
    17. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
    18. Carla Blazquez-Fernandez & David Cantarero & Patricio Perez, 2014. "Disentangling the heterogeneous income elasticity and dynamics of health expenditure," Applied Economics, Taylor & Francis Journals, vol. 46(16), pages 1839-1854, June.
    19. Héctor Bellido & Lorena Olmos & Juan Antonio Román-Aso, 2019. "Do political factors influence public health expenditures? Evidence pre- and post-great recession," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 455-474, April.
    20. Di Matteo, Livio & Cantarero-Prieto, David, 2018. "The Determinants of Public Health Expenditures: Comparing Canada and Spain," MPRA Paper 87800, University Library of Munich, Germany.

    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:jbrese:v:68:y:2015:i:7:p:1570-1573. 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/jbusres .

    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.