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A Causal Analysis of Life Expectancy at Birth. Evidence from Spain

Author

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  • Pedro Antonio Martín Cervantes

    (Department of Economics and Business, Universidad de Almería, 04120 Almería, Spain)

  • Nuria Rueda López

    (Department of Economics and Business, Universidad de Almería, 04120 Almería, Spain)

  • Salvador Cruz Rambaud

    (Department of Economics and Business, Universidad de Almería, 04120 Almería, Spain)

Abstract

Background: From a causal point of view, there exists a set of socioeconomic indicators concerning life expectancy. The objective of this paper is to determine the indicators which exhibit a relation of causality with life expectancy at birth. Methods: Our analysis applies the Granger causality test, more specifically its version by Dumitrescu–Hurlin, starting from the information concerning life expectancy at birth and a set of socioeconomic variables corresponding to 17 Spanish regions, throughout the period 2006–2016. To do this, we used the panel data involving the information provided by the Spanish Ministry of Health, Consumer Affairs and Social Welfare (MHCSW) and the National Institute of Statistics (NIS). Results: Per capita income, and the rate of hospital beds, medical staff and nurses Granger-cause the variable “life expectancy at birth”, according to the Granger causality test applied to panel data (Dumitrescu–Hurlin’s version). Conclusions: Life expectancy at birth has become one of the main indicators able to measure the performance of a country’s health system. This analysis facilitates the identification of those factors which exhibit a unidirectional Granger-causality relationship with life expectancy at birth. Therefore, this paper provides useful information for the management of public health resources from the point of view of the maximization of social benefits.

Suggested Citation

  • Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2019. "A Causal Analysis of Life Expectancy at Birth. Evidence from Spain," IJERPH, MDPI, vol. 16(13), pages 1-14, July.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:13:p:2367-:d:245455
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    as
    1. Wolfe, Barbara & Gabay, Mary, 1987. "Health status and medical expenditures: More evidence of a link," Social Science & Medicine, Elsevier, vol. 25(8), pages 883-888, January.
    2. Mariani, Fabio & Pérez-Barahona, Agustín & Raffin, Natacha, 2010. "Life expectancy and the environment," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 798-815, April.
    3. Soares, Rodrigo R., 2007. "Health and the evolution of welfare across Brazilian municipalities," Journal of Development Economics, Elsevier, vol. 84(2), pages 590-608, November.
    4. Miller, Richard D. & Frech, Ted, 2002. "The Productivity of Health Care and Pharmaceuticals: Quality of Life, Cause," University of California at Santa Barbara, Economics Working Paper Series qt4b55f1xp, Department of Economics, UC Santa Barbara.
    5. Ruhai Bai & Junxiang Wei & Ruopeng An & Yan Li & Laura Collett & Shaonong Dang & Wanyue Dong & Duolao Wang & Zeping Fang & Yaling Zhao & Youfa Wang, 2018. "Trends in Life Expectancy and Its Association with Economic Factors in the Belt and Road Countries—Evidence from 2000–2014," IJERPH, MDPI, vol. 15(12), pages 1-11, December.
    6. Pierre‐Yves Crémieux & Marie‐Claude Meilleur & Pierre Ouellette & Patrick Petit & Martin Zelder & Ken Potvin, 2005. "Public and private pharmaceutical spending as determinants of health outcomes in Canada," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 107-116, February.
    7. Sharmistha Self & Richard Grabowski, 2003. "How effective is public health expenditure in improving overall health? A cross-country analysis," Applied Economics, Taylor & Francis Journals, vol. 35(7), pages 835-845.
    8. Bergh, Andreas & Nilsson, Therese, 2010. "Good for Living? On the Relationship between Globalization and Life Expectancy," World Development, Elsevier, vol. 38(9), pages 1191-1203, September.
    9. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    10. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    11. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    12. Abdalali Monsef & Abolfazl Shahmohammadi Mehrjardi, 2015. "Determinants of Life Expectancy: A Panel Data Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(11), pages 1251-1257, November.
    13. Fabio Mariani & Agustin Perez Barahona & Natacha Raffin, 2010. "Life expectancy and the environment," Post-Print hal-00638730, HAL.
    14. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    15. Regidor, Enrique & Calle, M. Elisa & Navarro, Pedro & Domínguez, Vicente, 2003. "Trends in the association between average income, poverty and income inequality and life expectancy in Spain," Social Science & Medicine, Elsevier, vol. 56(5), pages 961-971, March.
    16. Diks Cees & Panchenko Valentyn, 2005. "A Note on the Hiemstra-Jones Test for Granger Non-causality," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(2), pages 1-9, June.
    17. 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.
    18. 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.
    19. 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.
    20. Hui, Yongchang & Wong, Wing-Keung & Bai, Zhidong & Zhu, Zhenzhen, 2016. "A New Nonlinearity Test to Circumvent the Limitation of Volterra Expansion with Applications," MPRA Paper 75216, University Library of Munich, Germany.
    21. Audrey Laporte, 2004. "Do economic cycles have a permanent effect on population health? Revisiting the Brenner hypothesis," Health Economics, John Wiley & Sons, Ltd., vol. 13(8), pages 767-779, August.
    22. Fabio Mariani & Agustin Perez Barahona & Natacha Raffin, 2010. "Life expectancy and the environment," PSE-Ecole d'économie de Paris (Postprint) hal-00638730, HAL.
    23. Halicioglu, Ferda, 2011. "Modeling life expectancy in Turkey," Economic Modelling, Elsevier, vol. 28(5), pages 2075-2082, September.
    24. Pierre‐Yves Crémieux & Pierre Ouellette & Caroline Pilon, 1999. "Health care spending as determinants of health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 8(7), pages 627-639, November.
    25. 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.
    26. Mark Berger & Jodi Messer, 2002. "Public financing of health expenditures, insurance, and health outcomes," Applied Economics, Taylor & Francis Journals, vol. 34(17), pages 2105-2113.
    27. Granger, Clive W. J., 2003. "Some aspects of causal relationships," Journal of Econometrics, Elsevier, vol. 112(1), pages 69-71, January.
    28. Elola, J. & Daponte, A. & Navarro, V., 1995. "Health indicators and the organization of health care systems in Western Europe," American Journal of Public Health, American Public Health Association, vol. 85(10), pages 1397-1401.
    29. Abdalali Monsef & Abolfazl Shahmohammadi Mehrjardi, 2015. "Determinants of Life Expectancy: A Panel Data Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(11), pages 1251-1257.
    30. James W. Shaw & William C. Horrace & Ronald J. Vogel, 2005. "The Determinants of Life Expectancy: An Analysis of the OECD Health Data," Southern Economic Journal, John Wiley & Sons, vol. 71(4), pages 768-783, April.
    31. Bai, Zhidong & Wong, Wing-Keung & Zhang, Bingzhi, 2010. "Multivariate linear and nonlinear causality tests," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 81(1), pages 5-17.
    32. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    33. Richard Heijink & Xander Koolman & Gert Westert, 2013. "Spending more money, saving more lives? The relationship between avoidable mortality and healthcare spending in 14 countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 527-538, June.
    34. repec:dau:papers:123456789/6159 is not listed on IDEAS
    35. Wang, S.S. & Zhou, D.Q. & Zhou, P. & Wang, Q.W., 2011. "CO2 emissions, energy consumption and economic growth in China: A panel data analysis," Energy Policy, Elsevier, vol. 39(9), pages 4870-4875, September.
    36. Mariani, Fabio & Pérez-Barahona, Agustín & Raffin, Natacha, 2010. "Life expectancy and the environment," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 798-815, April.
    37. Natalya Ketenci & Vasudeva N. R. Murthy, 2018. "Some determinants of life expectancy in the United States: results from cointegration tests under structural breaks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 508-525, July.
    38. James W. Shaw & William C. Horrace & Ronald J. Vogel, 2005. "The Determinants of Life Expectancy: An Analysis of the OECD Health Data," Southern Economic Journal, John Wiley & Sons, vol. 71(4), pages 768-783, April.
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    4. 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.

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