IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v9y2022i1d10.1057_s41599-022-01083-x.html
   My bibliography  Save this article

Investigating the role of health, education, energy and pollution for explaining total factor productivity in emerging economies

Author

Listed:
  • Yanliang Yu

    (Dongguan University of Technology)

  • Shahzad Alvi

    (National University of Sciences and Technology (NUST))

  • Saira Tufail

    (National University of Sciences and Technology (NUST))

  • Shahzada M. Naeem Nawaz

    (Punjab Economic Research Institute)

  • Michael Yao-Ping Peng

    (Foshan University)

  • Nauman Ahmad

    (Pakistan Institute of Development Economics (PIDE))

Abstract

This study aims to analyze the role of health, education, energy and pollution in affecting productivity in selected emerging economies. Industrial share to GDP, trade openness and Information Communication and Technology (ICT) are used as control variables. Various dimensions of health and education are explored that include malnutrition, access to clean water, HIV, life expectancy and years of schooling at several levels. A set of Fixed Effect models provide evidence that all of the variables of health and education are critical for productivity. Further, the negative effect of trade openness calls for attention of the policy makers to work out the possibility of technology transfer through integration of economies so that productivity may be enhanced. Another dimension is to revisit the energy mix because the positive effect of energy use is offset by an increase in pollution. Public policy makers should understand the importance of public investment in necessary provisions for improving productivity, economic growth and ultimately the welfare of society, then it can make a difference.

Suggested Citation

  • Yanliang Yu & Shahzad Alvi & Saira Tufail & Shahzada M. Naeem Nawaz & Michael Yao-Ping Peng & Nauman Ahmad, 2022. "Investigating the role of health, education, energy and pollution for explaining total factor productivity in emerging economies," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-7, December.
    • Handle: RePEc:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01083-x
    DOI: 10.1057/s41599-022-01083-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-022-01083-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41599-022-01083-x?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. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Christian Daude & Eduardo Fernandez-Arias, 2010. "On the Role of Productivity and Factor Accumulation in Economic Development in Latin America and the Caribbean," Research Department Publications 4653, Inter-American Development Bank, Research Department.
    3. Panayiotis Tzeremes, 2020. "The impact of total factor productivity on energy consumption and CO2 emissions in G20 countries," Economics Bulletin, AccessEcon, vol. 40(3), pages 2179-2192.
    4. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    5. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    6. David Mayer, 2001. "The long-term impact of health on economic growth in Mexico, 1950-1995," Journal of International Development, John Wiley & Sons, Ltd., vol. 13(1), pages 123-126.
    7. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    8. 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.
    9. Mr. Boileau Loko & Mame Astou Diouf, 2009. "Revisiting the Determinants of Productivity Growth - What’s new?," IMF Working Papers 2009/225, International Monetary Fund.
    10. Asteriou, D. & Agiomirgianakis, G. M., 2001. "Human capital and economic growth: Time series evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(5), pages 481-489, July.
    11. Peter E. Kennedy, 2005. "Oh No! I Got the Wrong Sign! What Should I Do?," The Journal of Economic Education, Taylor & Francis Journals, vol. 36(1), pages 77-92, January.
    12. Harrison, Ann, 1996. "Openness and growth: A time-series, cross-country analysis for developing countries," Journal of Development Economics, Elsevier, vol. 48(2), pages 419-447, March.
    13. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    14. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    15. Esteve, Vicente & Tamarit, Cecilio, 2012. "Is there an environmental Kuznets curve for Spain? Fresh evidence from old data," Economic Modelling, Elsevier, vol. 29(6), pages 2696-2703.
    16. Ladu, Maria Gabriela & Meleddu, Marta, 2014. "Is there any relationship between energy and TFP (total factor productivity)? A panel cointegration approach for Italian regions," Energy, Elsevier, vol. 75(C), pages 560-567.
    17. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    18. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    19. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    20. Romer, Paul M, 1990. "Are Nonconvexities Important for Understanding Growth?," American Economic Review, American Economic Association, vol. 80(2), pages 97-103, May.
    21. Aleš Kocourek & Iva Nedomlelová, 2018. "Three levels of education and the economic growth," Applied Economics, Taylor & Francis Journals, vol. 50(19), pages 2103-2116, April.
    22. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    23. Aslan Alper & Gozbasi Onur, 2016. "Environmental Kuznets curve hypothesis for sub-elements of the carbon emissions in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(2), pages 1327-1340, June.
    24. Matthew Cole & Eric Neumayer, 2006. "The impact of poor health on total factor productivity," Journal of Development Studies, Taylor & Francis Journals, vol. 42(6), pages 918-938.
    25. Jeyhun I. Mikayilov & Marzio Galeotti & Fakhri J. Hasanov, 2018. "The Impact of Economic Growth on CO2 Emissions in Azerbaijan," IEFE Working Papers 102, IEFE, Center for Research on Energy and Environmental Economics and Policy, Universita' Bocconi, Milano, Italy.
    26. Rath, Badri Narayan & Akram, Vaseem & Bal, Debi Prasad & Mahalik, Mantu Kumar, 2019. "Do fossil fuel and renewable energy consumption affect total factor productivity growth? Evidence from cross-country data with policy insights," Energy Policy, Elsevier, vol. 127(C), pages 186-199.
    27. Hanushek, Eric A. & Woessmann, Ludger, 2015. "The Knowledge Capital of Nations: Education and the Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262029170, December.
    28. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    29. Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
    30. Christian Daude, 2010. "Innovation, Productivity and Economic Development in Latin America and the Caribbean," OECD Development Centre Working Papers 288, OECD Publishing.
    31. Ishmael Ackah & Frank Adu, 2014. "The Impact of Energy Consumption and Total Factor Productivity on Economic Growth Oil Producing African Countries," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 2(2), pages 28-40, June.
    32. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    33. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    34. Michele Boldrin & Been-Lon Chen & Ping Wang (ed.), 2004. "Human Capital, Trade and Public Policy in Rapidly Growing Economies," Books, Edward Elgar Publishing, number 3470.
    35. John Luke Gallup & Jeffrey D. Sachs, 2000. "Agriculture, Climate, and Technology: Why are the Tropics Falling Behind?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 731-737.
    36. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    37. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Adnan Bashir & Zahid Siddique, 2023. "Appraising the lifetime private economic returns of postgraduate degrees: Evidence from Pakistan," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, 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. Sumarto, Sudarno & De Silva, Indunil, 2014. "Being Healthy, Wealthy, and Wise: Dynamics of Indonesian Subnational Growth and Poverty," MPRA Paper 57824, University Library of Munich, Germany.
    2. Indunil De Silva & Sudarno Sumarto, 2015. "Dynamics Of Growth, Poverty And Human Capital: Evidence From Indonesian Sub-National Data," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 1-33, June.
    3. John Ssozi & Simplice A. Asongu, 2016. "The Comparative Economics of Catch-up in Output per Worker, Total Factor Productivity and Technological Gain in Sub-Saharan Africa," African Development Review, African Development Bank, vol. 28(2), pages 215-228, June.
    4. Dinda, Soumyananda, 2016. "Interrelationships between Social and human Capital, and Economic Growth," MPRA Paper 89646, University Library of Munich, Germany, revised 2017.
    5. Hüseyin Sen & Ayse Kaya & Baris Alpaslan, 2015. "Education, Health, and Economic Growth Nexus: A Bootstrap Panel Granger Causality Analysis for Developing Countries," Economics Discussion Paper Series 1502, Economics, The University of Manchester.
    6. Mine Yilmazer & Serkan inar, 2015. "Human Capabilities and Economic Growth: A Comparative Human Capability Index," International Journal of Economics and Financial Issues, Econjournals, vol. 5(4), pages 843-853.
    7. Matthew Cole & Eric Neumayer, 2006. "The impact of poor health on total factor productivity," Journal of Development Studies, Taylor & Francis Journals, vol. 42(6), pages 918-938.
    8. Hüseyin ŞEN & Ayşe KAYA & Barış ALPASLAN, 2018. "Education, Health, and Economic Growth Nexus: A Bootstrap Panel Granger Causality Analysis for Developing Countries," Sosyoekonomi Journal, Sosyoekonomi Society.
    9. Isreal, Akingba Idowu Opeoluwa & Kaliappan, Shivee & Hamzah, Hanny Zurina, 2019. "Impact of Health Capital on Total Factor Productivity in Singapore," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 53(2), pages 83-98.
    10. Oyinlola, Mutiu A. & Adedeji, Abdulfatai A. & Onitekun, Olumide, 2021. "Human capital, innovation, and inclusive growth in sub-Saharan African Region," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 609-625.
    11. Andrea Bassanini & Stefano Scarpetta, 2003. "The Driving Forces of Economic Growth: Panel Data Evidence for the OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 9-56.
    12. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    13. Tran, Nguyen Van & Alauddin, Mohammad & Tran, Quyet Van, 2019. "Labour quality and benefits reaped from global economic integration: An application of dynamic panel SGMM estimators," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 92-106.
    14. 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.
    15. Ronald Kumar & Madhukar Singh, 2014. "Role of health expenditure and ICT in a small island economy: a study of Fiji," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(4), pages 2295-2311, July.
    16. Diego Romero‐Avila, 2006. "Fiscal Policies And Output In The Long Run: A Panel Cointegration Approach Applied To The Oecd," Manchester School, University of Manchester, vol. 74(3), pages 360-388, June.
    17. Eliana Baici & Giorgia Casalone, 2005. "Has human capital accounted for regional economic growth in Italy? A panel analysis on the 1980-2001 period," ERSA conference papers ersa05p251, European Regional Science Association.
    18. E. Tsanana & X. Chapsa & C. Katrakilidis, 2016. "Is growth corrupted or bureaucratic? Panel evidence from the enlarged EU," Applied Economics, Taylor & Francis Journals, vol. 48(33), pages 3131-3147, July.
    19. Christopoulos, Dimitris K., 2007. "Explaining country's efficiency performance," Economic Modelling, Elsevier, vol. 24(2), pages 224-235, March.
    20. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.

    More about this item

    Statistics

    Access and download statistics

    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:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01083-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    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.