[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/ags/pugtwp/333271.html
   My bibliography  Save this paper

Capturing the drivers of social SDGs: An econometric analysis of the dimensions of health and education

Author

Listed:
  • Gracia De Renteria, Pilar
  • Ferrer Perez, Hugo
  • Philippidis, George
  • Sanjuan Lopez, Ana Isabel
Abstract
With the changing policy landscape, the monitoring of human development in terms of the three pillars of sustainability (i.e., economic, social, environmental) has gained considerable traction in recent years. As a tool for conducting economic impact assessments, CGE simulation modelling is a workhorse member of the standard toolbox of modelling applications available to policy-makers, think tanks and academics alike. Notwithstanding, whilst simulation modelling is adept (in differing degrees) at handling issues relating to two of the three dimensions of sustainability, the social dimension remains neglected. Indeed, with their reliance on strictly market driven concepts, the task of including social indicators in economic models relating to, for example, health or education, necessitates a linkage with historical observation and statistical rigour. This paper sets out to provide an initial step toward filling this gap. More specifically, employing panel datasets and econometric model specifications based on searches of the relevant literature, this paper provides parametric linkages between identifiable indices in economic simulation models and a selection of six indicators covering health and education. One of the conclusions drawn from this paper is the significant effect of per capita GDP on health and education indicators. Nevertheless, the impact of other drivers, such as the food intake or the share of the agricultural sector on GDP, have a similar or even a greater magnitude than the income level. We also found a close relationship between health and education, since all health indicators tend to improve as the years of schooling increase. In contrast, the impact of pollution, trade openness and inequality on the selected indicators is much more reduced and, in most cases, not statistically significant.

Suggested Citation

  • Gracia De Renteria, Pilar & Ferrer Perez, Hugo & Philippidis, George & Sanjuan Lopez, Ana Isabel, 2021. "Capturing the drivers of social SDGs: An econometric analysis of the dimensions of health and education," Conference papers 333271, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    • Handle: RePEc:ags:pugtwp:333271
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/333271/files/10415.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Halicioglu, Ferda, 2011. "Modeling life expectancy in Turkey," Economic Modelling, Elsevier, vol. 28(5), pages 2075-2082, September.
    2. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    3. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    4. Avraham Ebenstein & Maoyong Fan & Michael Greenstone & Guojun He & Peng Yin & Maigeng Zhou, 2015. "Growth, Pollution, and Life Expectancy: China from 1991-2012," American Economic Review, American Economic Association, vol. 105(5), pages 226-231, May.
    5. Wolfgang Lutz & Endale Kebede, 2018. "Education and Health: Redrawing the Preston Curve," Population and Development Review, The Population Council, Inc., vol. 44(2), pages 343-361, June.
    6. Anica Novak & Žiga Čepar & Aleš Trunk, 2016. "The role of expected years of schooling among life expectancy determinants," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 20(1), pages 85-99.
    7. Christopher R. Knittel & Douglas L. Miller & Nicholas J. Sanders, 2016. "Caution, Drivers! Children Present: Traffic, Pollution, and Infant Health," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 350-366, May.
    8. Robert J. Waldmann, 1992. "Income Distribution and Infant Mortality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1283-1302.
    9. Roland Craigwell & Danielle Bynoe & Shane Lowe, 2012. "The effectiveness of government expenditure on education and health care in the Caribbean," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 11(1), pages 4-18, April.
    10. 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.
    11. Sudhanshu Handa, 1996. "The determinants of teenage schooling in Jamaica: Rich vs. poor, females vs. males," Journal of Development Studies, Taylor & Francis Journals, vol. 32(4), pages 554-580.
    12. Samer Al-Samarrai, 2006. "Achieving education for all: how much does money matter?," Journal of International Development, John Wiley & Sons, Ltd., vol. 18(2), pages 179-206.
    13. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    14. Akachi, Yoko & Canning, David, 2010. "Health trends in Sub-Saharan Africa: Conflicting evidence from infant mortality rates and adult heights," Economics & Human Biology, Elsevier, vol. 8(2), pages 273-288, July.
    15. Campagnolo, Lorenza & Davide, Marinella, 2019. "Can the Paris deal boost SDGs achievement? An assessment of climate mitigation co-benefits or side-effects on poverty and inequality," World Development, Elsevier, vol. 122(C), pages 96-109.
    16. Joseph I. Amuka & Fredrick O. Asogwa & Romanus O. Ugwuanyi & Ambrose N. Omeje & Tochukwu Onyechi, 2018. "Climate change and Life Expectancy in a Developing Country: Evidence from Greenhouse Gas (CO2) Emission in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 8(4), pages 113-119.
    17. Mahfuz Kabir, 2008. "Determinants of life expectancy in developing countries," Journal of Developing Areas, Tennessee State University, College of Business, vol. 41(2), January-M.
    18. Badi Baltagi & Francesco Moscone & Elisa Tosetti, 2012. "Medical technology and the production of health care," Empirical Economics, Springer, vol. 42(2), pages 395-411, April.
    19. Filmer, Deon, 2000. "The structure of social disparities in education : gender and wealth," Policy Research Working Paper Series 2268, The World Bank.
    20. Chandan Kumar & Prashant Kumar Singh & Rajesh Kumar Rai, 2012. "Under-Five Mortality in High Focus States in India: A District Level Geospatial Analysis," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-15, May.
    21. Jane Kabubo‐mariara & Domisiano K. Mwabu, 2007. "Determinants Of School Enrolment And Education Attainment: Empirical Evidence From Kenya1," South African Journal of Economics, Economic Society of South Africa, vol. 75(3), pages 572-593, September.
    22. Nikos Benos & Sotiris Karkalakos & Stefania Zotou, 2019. "Spatial and economic patterns in life expectancy among US States," Applied Economics, Taylor & Francis Journals, vol. 51(54), pages 5856-5869, November.
    23. 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.
    24. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    25. Coneus, Katja & Spiess, C. Katharina, 2012. "Pollution exposure and child health: Evidence for infants and toddlers in Germany," Journal of Health Economics, Elsevier, vol. 31(1), pages 180-196.
    26. Stroup, Michael D., 2007. "Economic Freedom, Democracy, and the Quality of Life," World Development, Elsevier, vol. 35(1), pages 52-66, January.
    27. PHILIPPIDIS George & BARTELINGS H. & HELMING John & M'BAREK Robert & RONZON Tevecia & SMEETS Edward & VAN MEIJL Hans & SHUTES Lindsay, 2018. "The MAGNET model framework for assessing policy coherence and SDGs: Application to the bioeconomy," JRC Research Reports JRC111508, Joint Research Centre.
    28. 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.
    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. Tansel, Aysit, 2002. "Determinants of school attainment of boys and girls in Turkey: individual, household and community factors," Economics of Education Review, Elsevier, vol. 21(5), pages 455-470, October.
    31. Neeru Gupta & Mary Mahy, 2003. "Adolescent childbearing in sub-Saharan Africa," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 8(4), pages 93-106.
    32. Emanuele Baldacci & Maria Teresa Guin-Siu & Luiz De Mello, 2003. "More on the effectiveness of public spending on health care and education: a covariance structure model," Journal of International Development, John Wiley & Sons, Ltd., vol. 15(6), pages 709-725.
    33. Silvia Ferrari & Francisco Cribari-Neto, 2004. "Beta Regression for Modelling Rates and Proportions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 31(7), pages 799-815.
    34. Alves, Denisard & Belluzzo, Walter, 2004. "Infant mortality and child health in Brazil," Economics & Human Biology, Elsevier, vol. 2(3), pages 391-410, December.
    35. Ann L. Owen & Stephen Wu, 2007. "Is Trade Good for Your Health?," Review of International Economics, Wiley Blackwell, vol. 15(4), pages 660-682, September.
    36. Valkonen, Tapani & Sihvonen, Ari-Pekka & Lahelma, Eero, 1997. "Health expectancy by level of education in Finland," Social Science & Medicine, Elsevier, vol. 44(6), pages 801-808, March.
    37. Luiz de Mello & Mauro Pisu, 2009. "The Effectiveness of Education and Health Spending among Brazilian Municipalities," OECD Economics Department Working Papers 712, OECD Publishing.
    38. Dobis, Elizabeth A. & Stephens, Heather M. & Skidmore, Mark & Goetz, Stephan J., 2020. "Explaining the spatial variation in American life expectancy," Social Science & Medicine, Elsevier, vol. 246(C).
    39. Szwarcwald, Célia Landmann & Andrade, Carla Lourenço Tavares de & Bastos, Francisco Inácio, 2002. "Income inequality, residential poverty clustering and infant mortality: a study in Rio de Janeiro, Brazil," Social Science & Medicine, Elsevier, vol. 55(12), pages 2083-2092, December.
    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. Pilar Gracia-de-Rentería & Hugo Ferrer-Pérez & Ana Isabel Sanjuán & George Philippidis, 2023. "Live and let live: understanding the temporal drivers and spillovers of life expectancy in Europe for public planning," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(3), pages 335-347, April.
    2. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "The Relative Importance of Globalization and Public Expenditure on Life Expectancy in Europe: An Approach Based on MARS Methodology," IJERPH, MDPI, vol. 17(22), pages 1-20, November.
    3. 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.
    4. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "Life Expectancy at Birth in Europe: An Econometric Approach Based on Random Forests Methodology," Sustainability, MDPI, vol. 12(1), pages 1-17, January.
    5. Hope Corman & Dhaval Dave & Nancy E. Reichman, 2018. "Evolution of the Infant Health Production Function," Southern Economic Journal, John Wiley & Sons, vol. 85(1), pages 6-47, July.
    6. Ferry Prasetyia, 2019. "The role of local government policy on secondary school enrolment decision in Indonesia," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 139-172, June.
    7. Carl Grekou & Romain Perez, 2014. "Child Mortality in sub-Saharan Africa: Why Public Health Spending Matters," EconomiX Working Papers 2014-28, University of Paris Nanterre, EconomiX.
    8. Amjad Ali & Marc Audi & Yannick Roussel, 2021. "Economic Misery, Urbanization and Life Expectancy in MENA Nations: An Empirical Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 11(5), pages 17-27.
    9. Carl Grekou & Romain Perez, 2014. "Child Mortality in sub-Saharan Africa: Why Public Health Spending Matters," Working Papers hal-04141334, HAL.
    10. Md Samsul Alam & Md Shahidul Islam & Syed Jawad Hussain Shahzad & Shazia Bilal, 2021. "Rapid rise of life expectancy in Bangladesh: Does financial development matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 4918-4931, October.
    11. Cheung, Chun Wai & He, Guojun & Pan, Yuhang, 2020. "Mitigating the air pollution effect? The remarkable decline in the pollution-mortality relationship in Hong Kong," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    12. Nguyen, Hung T. & Pham, Mia Hang, 2021. "Air pollution and behavioral biases: Evidence from stock market anomalies," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    13. ŞENTÜRK, İsmail & Ali, Amjad, 2019. "Socioeconomic Determinants of Gender Specific Life Expectancy in Turkey: A Time Series Analysis," MPRA Paper 97815, University Library of Munich, Germany.
    14. Behiye Cavusoglu & Obadiah Jonathan Gimba, 2021. "Life Expectancy in Sub-Sahara Africa: An Examination of Long-Run and Short-Run Effects," Asian Development Policy Review, Asian Economic and Social Society, vol. 9(1), pages 57-68, March.
    15. Babak Jahanshahi & Brian Johnston & Mark E. McGovern & Duncan McVicar & Dermot O’Reilly & Neil Rowland & Stavros Vlachos, 2024. "Prenatal exposure to particulate matter and infant birth outcomes: Evidence from a population‐wide database," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2182-2200, September.
    16. Ziebarth, Nicolas R. & Schmitt, Maike & Karlsson, Martin, 2013. "The Short-Term Population Health Effects of Weather and Pollution: Implications of Climate Change," IZA Discussion Papers 7875, Institute of Labor Economics (IZA).
    17. Mohamed Dridi, 2014. "Corruption and Education: Empirical Evidence," International Journal of Economics and Financial Issues, Econjournals, vol. 4(3), pages 476-493.
    18. Zhongdong Yu & Wei Liu & Liming Chen & Serkan Eti & Hasan Dinçer & Serhat Yüksel, 2019. "The Effects of Electricity Production on Industrial Development and Sustainable Economic Growth: A VAR Analysis for BRICS Countries," Sustainability, MDPI, vol. 11(21), pages 1-13, October.
    19. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    20. 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.

    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:ags:pugtwp:333271. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/gtpurus.html .

    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.