IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v48y2014i1p149-156.html
   My bibliography  Save this article

Human capital inequality and income inequality: testing for causality

Author

Listed:
  • Muhammad Chani
  • Sajjad Jan
  • Zahid Pervaiz
  • Amatul Chaudhary

Abstract

This study investigates the causal relationship between human capital inequality and income inequality in case of Pakistan. The annual time series data ranging from 1973 to 2009 is used for econometric analysis. Johanson co-integration and Granger Causality tests are used to confirm the existence of long run relationship and the causal relationship between human capital inequality and income inequality. The results indicate that there is positive relationship between the two types of inequalities in the long run. The estimates of causality test indicate that income inequality causes the human capital inequality but human capital inequality does not cause income inequality. Policy initiatives to reduce income inequality may empower people economically to avail skill building opportunities and accumulate their human capital through access to educational services. Copyright Springer Science+Business Media B.V. 2014

Suggested Citation

  • Muhammad Chani & Sajjad Jan & Zahid Pervaiz & Amatul Chaudhary, 2014. "Human capital inequality and income inequality: testing for causality," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 149-156, January.
    • Handle: RePEc:spr:qualqt:v:48:y:2014:i:1:p:149-156
    DOI: 10.1007/s11135-012-9755-7
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11135-012-9755-7
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11135-012-9755-7?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. 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..
    2. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    3. Yang, Dennis Tao, 2002. "What has caused regional inequality in China?," China Economic Review, Elsevier, vol. 13(4), pages 331-334, December.
    4. Zahid Pervaiz & Amatul R. Chaudhary, 2015. "Social Cohesion and Economic Growth: An Empirical Investigation," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 48(4), pages 369-381, December.
    5. Jenkins, H., 1995. "Education and Production in the United Kingdom," Economics Papers 101, Economics Group, Nuffield College, University of Oxford.
    6. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    7. 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.
    8. E. N. Appiah & W. W. McMahon, 2002. "The Social Outcomes of Education and Feedbacks on Growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 38(4), pages 27-68.
    9. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    10. Chani, Muhammad Irfan & Pervaiz, Zahid & Jan, Sajjad Ahmad & Ali, Amjad & Chaudhary, Amatul R., 2011. "Poverty, inflation and economic growth: empirical evidence from Pakistan," MPRA Paper 34290, University Library of Munich, Germany, revised 2011.
    11. Tewodaj Mogues & Michael Carter, 2005. "Social capital and the reproduction of economic inequality in polarized societies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 3(3), pages 193-219, December.
    12. Haroon Jamal, 2006. "Does Inequality Matter for Poverty Reduction? Evidence from Pakistan’s Poverty Trends," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(3), pages 439-459.
    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. Ghosh, sudeshna, 2017. "Education Attainment Forecasting and Economic Inequality United States," MPRA Paper 89712, University Library of Munich, Germany.
    2. Hu, Zhining, 2021. "The effect of income inequality on human capital inequality: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 471-489.
    3. Sudeshna Ghosh & Buhari Doğan & Muhlis Can & Muhammad Ibrahim Shah & Nicholas Apergis, 2023. "Does economic structure matter for income inequality?," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 2507-2527, June.
    4. Muhammad Qasim & Zahid Pervaiz & Amatul Razzaq Chaudhary, 2020. "Do Poverty and Income Inequality Mediate the Association Between Agricultural Land Inequality and Human Development?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 115-134, August.
    5. Alvarado, Rafael & Tillaguango, Brayan & López-Sánchez, Michelle & Ponce, Pablo & Işık, Cem, 2021. "Heterogeneous impact of natural resources on income inequality: The role of the shadow economy and human capital index," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 690-704.
    6. Coronel Vicente J. & Díaz-Roldán Carmen, 2024. "Government Expenditure, Education, and Productivity in the European Union: Effects on Economic Growth," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-24.
    7. Aurora A. C. Teixeira & Ana Sofia Loureiro, 2019. "FDI, income inequality and poverty: a time series analysis of Portugal, 1973–2016," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 18(3), pages 203-249, October.
    8. Attari, Muhammad Qasim & Pervaiz, Dr. Zahid & Razzaq Chaudhary, Dr. Amatul, 2017. "Impact of Agricultural Land Inequality on Human Development in Punjab (Pakistan)," MPRA Paper 89070, University Library of Munich, Germany.
    9. Koh, Sharon G. M. & Lee, Grace H. Y. & Siah, Audrey K. L., 2022. "The Resurgence of Income Inequality in Asia-Pacific: The Role of Trade Openness, Educational Attainment and Institutional Quality," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 56(3), pages 11-27.
    10. Asgari, Heshmatolah & Moridian, Ali, 2023. "Investigating the Role of Human Capital and Shadow Economy in the Impact of Natural Resource Rent on Income Inequality with Regime Change (in Persian)," The Journal of Planning and Budgeting (٠صلنامه برنامه ریزی و بودجه), Institute for Management and Planning studies, vol. 28(4), pages 75-110, December.
    11. TJ Friderichs & F. M. Correa, 2022. "Measuring human capital in South Africa across socioeconomic subgroups using a latent-variable approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1161-1185, 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. Ghosh, sudeshna, 2017. "Education Attainment Forecasting and Economic Inequality United States," MPRA Paper 89712, University Library of Munich, Germany.
    2. Chani, Muhammad Irfan & Hassan, Mahboob Ul & Shahid, Muhammad, 2012. "Human capital formation and economic development in Pakistan: an empirical analysis," MPRA Paper 38925, University Library of Munich, Germany.
    3. Ahmed Raza ul MUSTAFA* & Mohammad NISHAT**, 2017. "ROLE OF SOCIAL PROTECTION IN POVERTY REDUCTION IN PAKISTAN: A Quantitative Approach," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 27(1), pages 67-88.
    4. Koçak Emrah & Uzay Nısfet, 2019. "The effect of financial development on income inequality in Turkey: An estimate of the Greenwood-Jovanovic hypothesis," Review of Economic Perspectives, Sciendo, vol. 19(4), pages 319-344, December.
    5. Adnen Ben Nasr & Mehmet Balcilar & Rangan Gupta & Seyi Saint Akadiri, 2018. "Asymmetric Effects of Inequality on Per Capita Real GDP of the United States," Working Papers 201820, University of Pretoria, Department of Economics.
    6. Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2010. "Does financial development increase rural-urban income inequality? Cointegration analysis in the case of Indian economy," MPRA Paper 27093, University Library of Munich, Germany.
    7. Audi, Marc & Ali, Amjad, 2017. "Socio-Economic Development, Demographic Changes And Total Labor Productivity In Pakistan: A Co-Integrational and Decomposition Analysis," MPRA Paper 82435, University Library of Munich, Germany, revised Jun 2017.
    8. Adnen Ben Nasr & Mehmet Balcilar & Rangan Gupta & Seyi Saint Akadiri, 2020. "Asymmetric effects of inequality on real output levels of the United States," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 47-69, March.
    9. Muhammad Shahbaz & Talat Afza & Muhammad Shahbaz Shabbir, 2013. "Financial Development, Domestic Savings and Poverty Reduction in Pakistan: Using Cointegration and Granger Causality Analysis," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 1(5), pages 59-73, May.
    10. Shahbaz, Muhammad & Ahmed, Khalid & Nawaz, Kishwar & Ali, Amjad, 2019. "Modelling the gender inequality in Pakistan: A macroeconomic perspective," MPRA Paper 97502, University Library of Munich, Germany, revised 10 Dec 2019.
    11. Muhammad Zia Ullah Khan & Muhammad Illyas & Muqqadas Rahman & Chaudhary Abdul Rahman, 2015. "Money Monetization and Economic Growth in Pakistan," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 3(4), pages 184-192, April.
    12. Xu, Haifeng & Hamori, Shigeyuki, 2012. "Dynamic linkages of stock prices between the BRICs and the United States: Effects of the 2008–09 financial crisis," Journal of Asian Economics, Elsevier, vol. 23(4), pages 344-352.
    13. Yap, Wei Yim & Lam, Jasmine S.L., 2006. "Competition dynamics between container ports in East Asia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(1), pages 35-51, January.
    14. Ibrahim Ari & Muammer Koc, 2018. "Sustainable Financing for Sustainable Development: Understanding the Interrelations between Public Investment and Sovereign Debt," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    15. Ely, David & Salehizadeh, Mehdi, 2001. "American depositary receipts: An analysis of international stock price movements," International Review of Financial Analysis, Elsevier, vol. 10(4), pages 343-363.
    16. Hande Aksöz Yılmaz, 2020. "The Impact of Foreign Trade on Immigration from Turkey to Germany: ARDL Bounds Test Approach," Journal of Economy Culture and Society, Istanbul University, Faculty of Economics, vol. 62(62), pages 123-143, December.
    17. Isabel Cortés-Jiménez & Manuel Artís, 2005. "The role of the tourism sector in economic development - Lessons from the Spanish experience," ERSA conference papers ersa05p488, European Regional Science Association.
    18. M. T. Alguacil & V. Orts, 2003. "Inward Foreign Direct Investment and Imports in Spain," International Economic Journal, Taylor & Francis Journals, vol. 17(3), pages 19-38.
    19. Frank Asche, 2001. "Testing the effect of an anti-dumping duty: The US salmon market," Empirical Economics, Springer, vol. 26(2), pages 343-355.
    20. Barja, Gover, 1995. "Time Series Analysis of Macroeconomic Conditions in Open Economies," MPRA Paper 62178, University Library of Munich, Germany.

    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:qualqt:v:48:y:2014:i:1:p:149-156. 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.