IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v11y2020i4d10.1007_s13132-020-00637-1.html
   My bibliography  Save this article

Human Capital and Per Capita Income Linkage in South Asia: A Heterogeneous Dynamic Panel Analysis

Author

Listed:
  • Md. Saiful Islam

    (University of Hail)

Abstract

This study explores the linkage between human capital particularly life expectancy and literacy and GDP per capita in selected South Asian economies. The study uses annual panel data of Bangladesh, India, Nepal, Pakistan, and Sri Lanka for the period 2000–2016, published by the World Bank. It applies panel unit root test, Pedroni cointegration test, panel autoregressive distributed lagged (ARDL) bound test, and Dumitrescu-Hurlin panel causality test. The result from Pedroni cointegration test and panel ARDL bound test revealed that GDP per capita (LGDPC), life expectancy at birth (LEB), and adult literacy rate (ALR) have both long-run as well as short-run association. Dumitrescu-Hurlin panel causality test evidences bidirectional causality between LEB and LGDPC, ALR and LGDPC, and ALR and LEB. It means that life expectancy at birth causes GDP per capita, and increased per capita income causes life expectancy to rise through better health care. Adult literacy rate causes GDP per capita income positively; enhanced per capita income causes adult literacy rate to rise through spending on education. Lastly, literacy causes life expectancy through better job, higher earning, and healthier behavior, while life expectancy causes literacy through longer and better life, leading to more productivity and resultant incremental income enabling to spend more on education. Therefore, the policy makers of South Asian countries should promote further quality education and better health through human capital formation to achieve sustainable growth in per capita income.

Suggested Citation

  • Md. Saiful Islam, 2020. "Human Capital and Per Capita Income Linkage in South Asia: A Heterogeneous Dynamic Panel Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(4), pages 1614-1629, December.
  • Handle: RePEc:spr:jknowl:v:11:y:2020:i:4:d:10.1007_s13132-020-00637-1
    DOI: 10.1007/s13132-020-00637-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-020-00637-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-020-00637-1?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. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    2. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    3. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    4. Suri, Tavneet & Boozer, Michael A. & Ranis, Gustav & Stewart, Frances, 2011. "Paths to Success: The Relationship Between Human Development and Economic Growth," World Development, Elsevier, vol. 39(4), pages 506-522, April.
    5. Ranis, Gustav & Stewart, Frances & Ramirez, Alejandro, 2000. "Economic Growth and Human Development," World Development, Elsevier, vol. 28(2), pages 197-219, February.
    6. 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.
    7. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    8. LI, Hongyi & HUANG, Liang, 2009. "Health, education, and economic growth in China: Empirical findings and implications," China Economic Review, Elsevier, vol. 20(3), pages 374-387, September.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, June.
    10. 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.
    11. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    12. Gustav Ranis & Frances Stewart, 2005. "Dynamic Links between the Economy and Human Development," Working Papers 8, United Nations, Department of Economics and Social Affairs.
    13. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    14. Biswajit Maitra & C.K. Mukhopadhyay, 2012. "Public spending on education, health care and economic growth in selected countries of Asia and the Pacific," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 19(2), pages 19-48, December.
    15. Sin-Yu Ho, 2018. "Analysing the sources of growth in an emerging market economy: the Thailand experience," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 10(4), pages 340-359.
    16. 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.
    17. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    18. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    19. 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.
    20. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    21. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1, June.
    22. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    23. 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.
    24. World Bank, 2019. "World Development Report 2019 [Rapport sur le développement dans le monde 2019]," World Bank Publications - Books, The World Bank Group, number 30435.
    25. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    26. Ni, Shawn & Wang, Xinghe, 1994. "Human capital and income taxation in an endogenous growth model," Journal of Macroeconomics, Elsevier, vol. 16(3), pages 493-507.
    27. Musila, Jacob. & Belassi, Walid., 2004. "The impact of education expenditures on economic growth in Uganda: evidence from time series data," Journal of Developing Areas, Tennessee State University, College of Business, vol. 38(1), pages 123-133, September.
    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. Sy-Hoa Ho & Rim Oueghlissi & Riadh El Ferktaji, 2024. "Testing for Causality Between Economic Growth and Environmental, Social, and Governance Performance: New Evidence from a Global Sample," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7769-7787, June.
    2. Uktam Umurzakov & Shakhnoza Tosheva & Raufhon Salahodjaev, 2023. "Tourism and Sustainable Economic Development: Evidence from Belt and Road Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 503-516, March.
    3. Binfeng Shi, 2024. "Transmission mechanism of public concern in waste-sorting policy: Evidence from text mining," Energy & Environment, , vol. 35(3), pages 1616-1636, May.
    4. Md. Saiful Islam, 2021. "Influence of economic growth on environmental pollution in South Asia: a panel cointegration analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 951-973, October.
    5. Najla Tharman Almutairi, 2024. "Does Investment in Human Capital via Education Stimulate Economic Growth in an Oil-Rich Country? A Case Study of Saudi Arabia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2933-2955, March.
    6. Md. Saiful Islam, 2022. "Do personal remittances influence economic growth in South Asia? A panel analysis," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 242-258, February.

    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. Omar Essardi & Redouane Razzouk, 2017. "Human Capital and Economic Growth in Morocco: Evidence from Bayesian Model Averaging," International Business Research, Canadian Center of Science and Education, vol. 10(12), pages 167-182, December.
    2. Tiba, Sofien & Frikha, Mohamed, 2019. "The controversy of the resource curse and the environment in the SDGs background: The African context," Resources Policy, Elsevier, vol. 62(C), pages 437-452.
    3. Valerio Mendoza, Octasiano Miguel & Borsi, Mihály Tamás & Comim, Flavio, 2022. "Human capital dynamics in China: Evidence from a club convergence approach," Journal of Asian Economics, Elsevier, vol. 79(C).
    4. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    5. Ralph Hippe & Roger Fouquet, 2024. "The Human Capital Transition and the Role of Policy," Springer Books, in: Claude Diebolt & Michael Haupert (ed.), Handbook of Cliometrics, edition 3, pages 411-457, Springer.
    6. Prettner, Klaus, 2012. "Public education, technological change and economic prosperity: semi-endogenous growth revisited," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 65414, Verein für Socialpolitik / German Economic Association.
    7. Javier García-Estévez & Néstor Duch-Brown, 2012. "Student graduation: to what extent does university expenditure matter?," Working Papers 2012/4, Institut d'Economia de Barcelona (IEB).
    8. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    9. Eric A. Hanushek & Jens Ruhose & Ludger Woessmann, 2017. "Knowledge Capital and Aggregate Income Differences: Development Accounting for US States," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 184-224, October.
    10. 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.
    11. Bucci, Alberto, 2013. "Returns to specialization, competition, population, and growth," Journal of Economic Dynamics and Control, Elsevier, vol. 37(10), pages 2023-2040.
    12. Jayasooriya, Sujith, 2020. "Revised Macro-Mincer Model for Human Capital Investment in Economic Growth," MPRA Paper 100747, University Library of Munich, Germany.
    13. 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.
    14. Prettner, Klaus & Bloom, David E. & Strulik, Holger, 2013. "Declining fertility and economic well-being: Do education and health ride to the rescue?," Labour Economics, Elsevier, vol. 22(C), pages 70-79.
    15. 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.
    16. Lim, Jamus Jerome & Adams-Kane, Jonathon, 2008. "Institutions, Education, and Economic Performance," MPRA Paper 11800, University Library of Munich, Germany.
    17. Gazi Hassan & Arusha Cooray & Mark Holmes, 2017. "The effect of female and male health on economic growth: cross-country evidence within a production function framework," Empirical Economics, Springer, vol. 52(2), pages 659-689, March.
    18. Attard, Juergen, 2019. "Public Debt and Economic Growth nexus: A Dynamic Panel ARDL approach," MPRA Paper 96023, University Library of Munich, Germany.
    19. Erich Gundlach, 1997. "Human capital and economic development: A macroeconomic assessment," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 32(1), pages 23-35, January.
    20. Muhammad Ali & Uwe Cantner & Ipsita Roy, 2017. "Knowledge Spillovers Through FDI and Trade: The Moderating Role of Quality-Adjusted Human Capital," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 357-391, Springer.

    More about this item

    Keywords

    GDP per capita; Life expectancy; Adult literacy; Cointegration;
    All these keywords.

    JEL classification:

    • I00 - Health, Education, and Welfare - - General - - - General
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

    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:spr:jknowl:v:11:y:2020:i:4:d:10.1007_s13132-020-00637-1. 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: http://www.springer.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.