Nonlinear Granger Causality between Health Care Expenditure and Economic Growth in the OECD and Major Developing Countries
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- McCoskey, Suzanne K. & Selden, Thomas M., 1998. "Health care expenditures and GDP: panel data unit root test results," Journal of Health Economics, Elsevier, vol. 17(3), pages 369-376, June.
- Gerdtham, Ulf-G. & Lothgren, Mickael, 2000.
"On stationarity and cointegration of international health expenditure and GDP,"
Journal of Health Economics, Elsevier, vol. 19(4), pages 461-475, July.
- Gerdtham, Ulf-G. & Löthgren, Mickael, 1998. "On stationarity and cointegration of international health expenditure and GDP," SSE/EFI Working Paper Series in Economics and Finance 232, Stockholm School of Economics, revised 29 Jan 1999.
- Clemente, Jesus & Marcuello, Carmen & Montanes, Antonio & Pueyo, Fernando, 2004. "On the international stability of health care expenditure functions: are government and private functions similar?," Journal of Health Economics, Elsevier, vol. 23(3), pages 589-613, May.
- Chiou-Wei, Song Zan & Chen, Ching-Fu & Zhu, Zhen, 2008. "Economic growth and energy consumption revisited -- Evidence from linear and nonlinear Granger causality," Energy Economics, Elsevier, vol. 30(6), pages 3063-3076, November.
- Zivot, Eric & Andrews, Donald W K, 2002.
"Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
- Zivot, Eric & Andrews, Donald W K, 1992. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 251-270, July.
- Eric Zivot & Donald W.K. Andrews, 1990. "Further Evidence on the Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Cowles Foundation Discussion Papers 944, Cowles Foundation for Research in Economics, Yale University.
- Tom Doan, "undated". "ZIVOT: RATS procedure to perform Zivot-Andrews Unit Root Test," Statistical Software Components RTS00236, Boston College Department of Economics.
- 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.
- Wang, Kuan-Min, 2011. "Health care expenditure and economic growth: Quantile panel-type analysis," Economic Modelling, Elsevier, vol. 28(4), pages 1536-1549, July.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Narayan, Paresh Kumar, 2006. "Examining structural breaks and growth rates in international health expenditures," Journal of Health Economics, Elsevier, vol. 25(5), pages 877-890, September.
- Baltagi, Badi H. & Moscone, Francesco, 2010.
"Health care expenditure and income in the OECD reconsidered: Evidence from panel data,"
Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
- Badi H. Baltagi & Francesco Moscone, 2009. "Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data," Discussion Papers in Economics 09/5, Division of Economics, School of Business, University of Leicester.
- Baltagi, Badi H. & Moscone, Francesco, 2010. "Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data," IZA Discussion Papers 4851, Institute of Labor Economics (IZA).
- Badi H. Baltagi & Francesco Moscone, 2010. "Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data," Center for Policy Research Working Papers 120, Center for Policy Research, Maxwell School, Syracuse University.
- Prasad Bal, Debi & Narayan Rath, Badri, 2015. "Nonlinear causality between crude oil price and exchange rate: A comparative study of China and India," Energy Economics, Elsevier, vol. 51(C), pages 149-156.
- Nadide Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016.
"Is income relevant for health expenditure and economic growth nexus?,"
International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
- Nadide Sevil Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
- Luca Lorenzoni & Jonathan Millar & Franco Sassi & Douglas Sutherland, 2017.
"Cyclical vs structural effects on health care expenditure trends in OECD countries,"
OECD Health Working Papers
92, OECD Publishing.
- Luca Lorenzoni & Jonathan Millar & Franco Sassi & Douglas Sutherland, 2018. "Cyclical vs structural effects on health care expenditure trends in OECD countries," OECD Economics Department Working Papers 1507, OECD Publishing.
- Anne B. Koehler & Emily S. Murphree, 1988. "A Comparison of the Akaike and Schwarz Criteria for Selecting Model Order," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 37(2), pages 187-195, June.
- Vicente Esteve & Jose Martinez-Zahonero, 2007. "Testing the long-run relationship between health expenditures and GDP in the presence of structural change: the case of Spain," Applied Economics Letters, Taylor & Francis Journals, vol. 14(4), pages 271-276.
- Robyn Swift, 2011. "The relationship between health and GDP in OECD countries in the very long run," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 306-322, March.
- Diks, Cees & Panchenko, Valentyn, 2006.
"A new statistic and practical guidelines for nonparametric Granger causality testing,"
Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
- Diks, C.G.H. & Panchenko, V., 2004. "A new statistic and practical guidelines for nonparametric Granger causality testing," CeNDEF Working Papers 04-11, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Jewell, Todd & Lee, Junsoo & Tieslau, Margie & Strazicich, Mark C., 2003. "Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks," Journal of Health Economics, Elsevier, vol. 22(2), pages 313-323, March.
- Blomqvist, A. G. & Carter, R. A. L., 1997.
"Is health care really a luxury?,"
Journal of Health Economics, Elsevier, vol. 16(2), pages 207-229, April.
- Blomqvist, A.G. & Carter, R.A.L., 1993. "Is Health Care Really a Luxury?," University of Western Ontario, Departmental Research Report Series 9311, University of Western Ontario, Department of Economics.
- S. M. Abdullah & Salina Siddiqua & Rumana Huque, 2017. "Is health care a necessary or luxury product for Asian countries? An answer using panel approach," Health Economics Review, Springer, vol. 7(1), pages 1-12, December.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
- Hiemstra, Craig & Jones, Jonathan D, 1994. "Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-1664, December.
- Alzahrani, Mohammed & Masih, Mansur & Al-Titi, Omar, 2014. "Linear and non-linear Granger causality between oil spot and futures prices: A wavelet based test," Journal of International Money and Finance, Elsevier, vol. 48(PA), pages 175-201.
- Amiri, Arshia & Ventelou, Bruno, 2012. "Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach," Economics Letters, Elsevier, vol. 116(3), pages 541-544.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Alina Vysochyna & Tetiana Vasylieva & Oleksandr Dluhopolskyi & Marcin Marczuk & Dymytrii Grytsyshen & Vitaliy Yunger & Agnieszka Sulimierska, 2023. "Impact of Coronavirus Disease COVID-19 on the Relationship between Healthcare Expenditures and Sustainable Economic Growth," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
- Pruethsan Sutthichaimethee & Boonton Dockthaisong, 2018. "A Relationship of Causal Factors in the Economic, Social, and Environmental Aspects Affecting the Implementation of Sustainability Policy in Thailand: Enriching the Path Analysis Based on a GMM Model," Resources, MDPI, vol. 7(4), pages 1-26, December.
- Viera Ivanková & Rastislav Kotulič & Jaroslav Gonos & Martin Rigelský, 2019. "Health Care Financing Systems and Their Effectiveness: An Empirical Study of OECD Countries," IJERPH, MDPI, vol. 16(20), pages 1-22, October.
- N.M. Odhiambo, 2021. "Health Expenditure and Economic Growth in Sub-Saharan Africa: An Empirical Investigation," Working Papers AESRI-2021-05, African Economic and Social Research Institute (AESRI), revised Jan 2021.
- Nazlı Ceylan Sungur & Ece C. Akdoğan & Soner Gökten, 2024. "Health Capital and a Sustainable Economic-Growth Nexus: A High-Frequency-Data Analysis during COVID-19," Sustainability, MDPI, vol. 16(10), pages 1-31, May.
- Wei, Jiangqiao & Ma, Zhe & Wang, Anjian & Li, Pengyuan & Sun, Xiaoyan & Yuan, Xiaojing & Hao, Hongchang & Jia, Hongxiang, 2022. "Multiscale nonlinear Granger causality and time-varying effect analysis of the relationship between iron ore futures and spot prices," Resources Policy, Elsevier, vol. 77(C).
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.- 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.
- Moheddine Younsi & Marwa Bechtini & Mongi Lassoued, 2024. "The relationship between insurance development, population, economic growth, and health expenditures in OECD countries: a panel causality analysis," Future Business Journal, Springer, vol. 10(1), pages 1-19, December.
- Samia Nasreen, 2021. "Association between health expenditures, economic growth and environmental pollution: Long‐run and causality analysis from Asian economies," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(3), pages 925-944, May.
- Po-Chin Wu & Shiao-Yen Liu & Sheng-Chieh Pan, 2014. "Nonlinear relationship between health care expenditure and its determinants: a panel smooth transition regression model," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(4), pages 713-729, November.
- 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.
- Rezwanul Hasan Rana & Khorshed Alam & Jeff Gow, 2020. "Health expenditure and gross domestic product: causality analysis by income level," International Journal of Health Economics and Management, Springer, vol. 20(1), pages 55-77, March.
- Mustafa Ozer & Veysel Inal & Mustafa Kirca, 0. "The Relationship Between the Health Services Price Index and The Real Effective Exchange Rate Index in Turkey: A Frequency Domain Causality Analysis," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(36), pages 21-41, June.
- Hyejin Lee & Dong-Yop Oh & Ming Meng, 2019. "Stationarity and cointegration of health care expenditure and GDP: evidence from tests with smooth structural shifts," Empirical Economics, Springer, vol. 57(2), pages 631-652, August.
- Paresh Kumar Narayan, 2010. "Modelling health and output at business cycle horizons for the USA," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 872-880, July.
- Mahmut ZORTUK & Sinan ÇEKEN, 2015. "The Relationship between Health Care Expenditures and Income in the Selected Transition Economies: A Panel Smooth Transition Regression Analysis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 105-118, June.
- Barkat, Karim & Sbia, Raschid & Maouchi, Youcef, 2019.
"Empirical evidence on the long and short run determinants of health expenditure in the Arab world,"
The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 78-87.
- Karim Barkat & Raschid Sbia & Youcef Maouchi, 2019. "Empirical evidence on the long and short run determinants of health expenditure in the Arab world," Post-Print hal-01982309, HAL.
- Eugene Kouassi & Oluyele Akinkugbe & Noni Oratile Kutlo & J. M. Bosson Brou, 2018. "Health expenditure and growth dynamics in the SADC region: evidence from non-stationary panel data with cross section dependence and unobserved heterogeneity," International Journal of Health Economics and Management, Springer, vol. 18(1), pages 47-66, March.
- Nadide Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016.
"Is income relevant for health expenditure and economic growth nexus?,"
International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
- Nadide Sevil Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
- 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.
- Paresh Kumar Narayan & Seema Narayan, 2008. "The role of permanent and transitory shocks in explaining international health expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1171-1186, October.
- Guglielmo Maria Caporale & Juncal Cunado & Luis A. Gil-Alana & Rangan Gupta, 2018.
"The relationship between healthcare expenditure and disposable personal income in the US states: a fractional integration and cointegration analysis,"
Empirical Economics, Springer, vol. 55(3), pages 913-935, November.
- Guglielmo Maria Caporale & Juncal Cunado & Luis A. Gil - Alana & Rangan Gupta, 2015. "The Relationship between Healthcare expenditures and Disposable Personal Income in the US States: A Fractional Integration and Cointegration Analysis," Working Papers 201532, University of Pretoria, Department of Economics.
- Guglielmo Maria Caporale & Juncal Cunado & Luis A. Gil-Alana & Rangan Gupta, 2015. "The Relationship between Healthcare Expenditure and Disposable Personal Income in the US States: A Fractional Integration and Cointegration Analysis," Discussion Papers of DIW Berlin 1486, DIW Berlin, German Institute for Economic Research.
- Guglielmo Maria Caporale & Juncal Cunado & Luis A. Gil-Alana & Rangan Gupta, 2015. "The Relationship between Healthcare Expenditure and Disposable Personal Income in the US States: A Fractional Integration and Cointegration Analysis," CESifo Working Paper Series 5407, CESifo.
- Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011.
"Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
- 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.
- Costa-i-Font, Joan & Gemmill, Marin & Rubert, Gloria, 2009. "Re-visiting the health care luxury good hypothesis: aggregation, precision, and publication biases?," LSE Research Online Documents on Economics 25303, London School of Economics and Political Science, LSE Library.
- Costa-Font, J & Gemmill M & Rubert G, 2009. "Re-visiting the Health Care Luxury Good Hypothesis: Aggregation, Precision, and Publication Biases?," Health, Econometrics and Data Group (HEDG) Working Papers 09/02, HEDG, c/o Department of Economics, University of York.
- 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.
- Henryk Gurgul & Łukasz Lach & Roland Mestel, 2012.
"The relationship between budgetary expenditure and economic growth in Poland,"
Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 20(1), pages 161-182, March.
- Gurgul, Henryk & Lach, Lukasz & Mestel, Roland, 2011. "The relationship between budgetary expenditure and economic growth in Poland," MPRA Paper 35784, University Library of Munich, Germany.
- Gurgul, Henryk & Lach, Łukasz & Mestel, Roland, 2012. "The relationship between budgetary expenditure and economic growth in Poland," MPRA Paper 52304, University Library of Munich, Germany.
- Gurgul, Henryk & Lach, Łukasz, 2011. "Causality analysis between public expenditure and economic growth of Polish economy in last decade," MPRA Paper 52281, University Library of Munich, Germany.
More about this item
Keywords
health care expenditure; economic growth; Linear Granger causality test; Nonlinear Granger causality test;All these keywords.
Statistics
Access and download statisticsCorrections
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:gam:jijerp:v:15:y:2018:i:9:p:1953-:d:168378. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.