Evaluating the Role of GDP Per Capita, Air Pollution and Non‐Economic Factors in Determining Health Expenditure: Evidence from Asian Region Using Instrumental Variables Techniques
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DOI: 10.1111/1759-3441.12404
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- Ethem Esen & Merve Çelik Keçili, 2022. "Economic Growth and Health Expenditure Analysis for Turkey: Evidence from Time Series," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 1786-1800, September.
- Narayan, Seema & Narayan, Paresh Kumar & Mishra, Sagarika, 2010.
"Investigating the relationship between health and economic growth: Empirical evidence from a panel of 5 Asian countries,"
Journal of Asian Economics, Elsevier, vol. 21(4), pages 404-411, August.
- Narayan, Seema & Narayan, Paresh Kumar & Mishra, Sagarika, 2010. "Investigating the relationship between health and economic growth: empirical evidence from a panel of 5 Asian countries," Working Papers eco_2010_08, Deakin University, 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.
- Zijun Wang, 2009. "The determinants of health expenditures: evidence from US state-level data," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 429-435.
- Yong Kang Cheah & Kim-Leng Goh & Azira Abdul Adzis, 2021. "Sociodemographic determinants of health care expenditure: micro level evidence of a fast-growing developing country," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 48(4), pages 640-656, February.
- 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.
- 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.
- 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).
- Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
- Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2017.
"Every Breath You Take—Every Dollar You’ll Make: The Long-Term Consequences of the Clean Air Act of 1970,"
Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 848-902.
- Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2013. "Every Breath You Take, Every Dollar You'll Make: The Long-Term Consequences of the Clean Air Act of 1970," Working Papers 13-52, Center for Economic Studies, U.S. Census Bureau.
- Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2014. "Every Breath You Take - Every Dollar You'll Make: The Long-Term Consequences of the Clean Air Act of 1970," NBER Working Papers 19858, National Bureau of Economic Research, Inc.
- Halil Kiymaz & Yasemin Akbulut & Ahmet Demir, 2006. "Tests of stationarity and cointegration of health care expenditure and gross domestic product," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(4), pages 285-289, December.
- 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.
- Vasudeva N. R. Murthy & Natalya Ketenci, 2017. "Is technology still a major driver of health expenditure in the United States? Evidence from cointegration analysis with multiple structural breaks," International Journal of Health Economics and Management, Springer, vol. 17(1), pages 29-50, March.
- Faisal Abbas & Ulrich Hiemenz, 2013. "What determines public health expenditures in Pakistan? Role of income, urbanization and unemployment," Economic Change and Restructuring, Springer, vol. 46(4), pages 341-362, November.
- Narayan, Paresh Kumar & Narayan, Seema, 2008. "Does environmental quality influence health expenditures? Empirical evidence from a panel of selected OECD countries," Ecological Economics, Elsevier, vol. 65(2), pages 367-374, April.
- Mehdi Barati & Hadiseh Fariditavana, 2020. "Technology progress and rising healthcare expenditure in the U.S," Applied Economics Letters, Taylor & Francis Journals, vol. 27(6), pages 451-454, March.
- Jonathan Gruber & Maria Owings, 1996.
"Physician Financial Incentives and Cesarean Section Delivery,"
RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring.
- Jonathan Gruber & Maria Owings, 1994. "Physician Financial Incentives and Cesarean Section Delivery," NBER Working Papers 4933, National Bureau of Economic Research, Inc.
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
- Nisreen Moosa & Huy N. A. Pham, 2019. "The Effect of Environmental Degradation on the Financing of Healthcare," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(2), pages 237-250, January.
- Blundell, Richard & Bond, Stephen, 1998.
"Initial conditions and moment restrictions in dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Sturm, Jan Egbert & de Haan, Jakob, 1995.
"Is public expenditure really productive?: New evidence for the USA and The Netherlands,"
Economic Modelling, Elsevier, vol. 12(1), pages 60-72, January.
- Jan Egbert Sturm & Jakob de Haan,, 1994. "Is public expenditure really productive? New evidence for the US and the Netherlands," Working Papers 20, Centre for Economic Research, University of Groningen and University of Twente.
- Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
- Muhammad Awais & Alam Khan & Muhammad Salman Ahmad, 2021. "Determinants of health expenditure from global perspective: A panel data analysis," Liberal Arts and Social Sciences International Journal (LASSIJ), IDEA PUBLISHERS, vol. 5(1), pages 482-499.
- Muhammad Usman & Zhiqiang Ma & Muhammad Wasif Zafar & Abdul Haseeb & Rana Umair Ashraf, 2019. "Are Air Pollution, Economic and Non-Economic Factors Associated with Per Capita Health Expenditures? Evidence from Emerging Economies," IJERPH, MDPI, vol. 16(11), pages 1-22, June.
- Muhammad Awais & Alam Khan & Muhammad Salman Ahmad, 2021. "Determinants of health expenditure from global perspective: A panel data analysis," Liberal Arts and Social Sciences International Journal (LASSIJ), IDEA PUBLISHERS, vol. 5(1), pages 481-496.
- Thomas Bjørner & Søren Arnberg, 2012. "Terminal costs, improved life expectancy and future public health expenditure," International Journal of Health Economics and Management, Springer, vol. 12(2), pages 129-143, June.
- N.R. Murthy & Albert Okunade, 2000. "Managed care, deficit financing, and aggregate health care expenditure in the United States: A cointegration analysis," Health Care Management Science, Springer, vol. 3(4), pages 279-285, September.
- Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
- 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.
- Cheng-Feng Wu & Fangjhy Li & Hsin-Pei Hsueh & Chien-Ming Wang & Meng-Chen Lin & Tsangyao Chang, 2020. "A Dynamic Relationship between Environmental Degradation, Healthcare Expenditure and Economic Growth in Wavelet Analysis: Empirical Evidence from Taiwan," IJERPH, MDPI, vol. 17(4), pages 1-17, February.
- Karim Barkat & Zouhair Mrabet & Mouyad Alsamara, 2016. "Does Official Development Assistance for health from developed countries displace government health expenditure in Sub-Saharan countries?," Economics Bulletin, AccessEcon, vol. 36(3), pages 1616-1635.
- Manuel Arellano & Stephen Bond, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Hayakawa, Kazuhiko, 2009. "A SIMPLE EFFICIENT INSTRUMENTAL VARIABLE ESTIMATOR FOR PANEL AR(p) MODELS WHEN BOTH N AND T ARE LARGE," Econometric Theory, Cambridge University Press, vol. 25(3), pages 873-890, June.
- Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 129-129.
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