IDEAS home Printed from https://ideas.repec.org/p/shf/wpaper/2015015.html
   My bibliography  Save this paper

The Effect of Energy Consumption and Human Capital on Economic Growth: An Exploration of Oil Exporting and Developed Countries

Author

Listed:
  • Fatema Alaali

    (Department of Economics, University of Sheffield)

  • Jennifer Roberts

    (Department of Economics, University of Sheffield)

  • Karl Taylor

    (Department of Economics, University of Sheffield)

Abstract

Energy has long been argued as an essential factor for the development of the economy and therefore it should be brought in line with the other production factors of neoclassical economics, capital and labour. Using panel data for 130 countries from 1981 to 2009, this paper explores the impact of multiple forms of energy consumption and human capital on per capita GDP growth. Generalized method of moments is applied to estimate an augmented neoclassical growth model that includes education and health capital as well as energy consumption. The key outcomes from this study show that education and health capital have a signifficant effect on economic growth. Energy consumption is also found to support higher growth. The results on the differential effects of energy and human capital on the economic growth of the developed and oil exporting countries indicate that energy consumption has a significant positive effect in both types of countries. Education capital affects the developed countries positively while health capital affects the oil exporting countries' economic growth negatively. These results are useful for policy makers, especially in less developed countries encouraging them to implement, for example, compulsory secondary education and child immunizations in order to reach higher standards of living. Moreover, energy must be used more efficiently to ensure sustainable growth.

Suggested Citation

  • Fatema Alaali & Jennifer Roberts & Karl Taylor, 2015. "The Effect of Energy Consumption and Human Capital on Economic Growth: An Exploration of Oil Exporting and Developed Countries," Working Papers 2015015, The University of Sheffield, Department of Economics.
    • Handle: RePEc:shf:wpaper:2015015
    as

    Download full text from publisher

    File URL: http://www.sheffield.ac.uk/economics/research/serps/articles/2015_015
    File Function: First version, June 2015
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Davood Behbudi & Siab Mamipour & Azhdar Karami, 2010. "Natural Resource Abundance, Human Capital And Economic Growth In The Petroleum Exporting Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(3), pages 81-102, September.
    3. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    4. Narayan, Paresh Kumar & Narayan, Seema & Smyth, Russell, 2011. "Energy consumption at business cycle horizons: The case of the United States," Energy Economics, Elsevier, vol. 33(2), pages 161-167, March.
    5. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    6. Narayan, Paresh Kumar & Smyth, Russell, 2008. "Energy consumption and real GDP in G7 countries: New evidence from panel cointegration with structural breaks," Energy Economics, Elsevier, vol. 30(5), pages 2331-2341, September.
    7. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    8. 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.
    9. 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.
    10. McDonald, Scott & Roberts, Jennifer, 2006. "AIDS and economic growth: A human capital approach," Journal of Development Economics, Elsevier, vol. 80(1), pages 228-250, June.
    11. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    12. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    13. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    14. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    15. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    16. Baldacci, Emanuele & Clements, Benedict & Gupta, Sanjeev & Cui, Qiang, 2008. "Social Spending, Human Capital, and Growth in Developing Countries," World Development, Elsevier, vol. 36(8), pages 1317-1341, August.
    17. Katarina R. I. Keller, 2006. "Investment In Primary, Secondary, And Higher Education And The Effects On Economic Growth," Contemporary Economic Policy, Western Economic Association International, vol. 24(1), pages 18-34, January.
    18. Pokrovski, Vladimir N., 2003. "Energy in the theory of production," Energy, Elsevier, vol. 28(8), pages 769-788.
    19. Chontanawat, Jaruwan & Hunt, Lester C. & Pierse, Richard, 2008. "Does energy consumption cause economic growth?: Evidence from a systematic study of over 100 countries," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 209-220.
    20. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    21. Al-Iriani, Mahmoud A., 2006. "Energy-GDP relationship revisited: An example from GCC countries using panel causality," Energy Policy, Elsevier, vol. 34(17), pages 3342-3350, November.
    22. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    23. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    24. Lee, Chien-Chiang & Chang, Chun-Ping & Chen, Pei-Fen, 2008. "Energy-income causality in OECD countries revisited: The key role of capital stock," Energy Economics, Elsevier, vol. 30(5), pages 2359-2373, September.
    25. Kwabena Gyimah-Brempong & Oliver Paddison & Workie Mitiku, 2006. "Higher education and economic growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 42(3), pages 509-529.
    26. Oh, Wankeun & Lee, Kihoon, 2004. "Causal relationship between energy consumption and GDP revisited: the case of Korea 1970-1999," Energy Economics, Elsevier, vol. 26(1), pages 51-59, January.
    27. Beaudreau, Bernard C., 1995. "The impact of electric power on productivity : A study of US manufacturing 1950-1984," Energy Economics, Elsevier, vol. 17(3), pages 231-236, July.
    28. Chen, Ping-Yu & Chen, Sheng-Tung & Chen, Chi-Chung, 2012. "Energy consumption and economic growth—New evidence from meta analysis," Energy Policy, Elsevier, vol. 44(C), pages 245-255.
    29. Gyimah-Brempong, Kwabena & Wilson, Mark, 2004. "Health human capital and economic growth in Sub-Saharan African and OECD countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(2), pages 296-320, May.
    30. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    31. Callist Tumwebaze & Malcolm MacLachlan, 2012. "Motivating the Teacher Workforce in Uganda," Palgrave Macmillan Books, in: Stuart C. Carr & Malcolm MacLachlan & Adrian Furnham (ed.), Humanitarian Work Psychology, chapter 7, pages 166-181, Palgrave Macmillan.
    32. Sharma, Susan Sunila, 2010. "The relationship between energy and economic growth: Empirical evidence from 66 countries," Applied Energy, Elsevier, vol. 87(11), pages 3565-3574, November.
    33. Niu, Shuwen & Ding, Yongxia & Niu, Yunzhu & Li, Yixin & Luo, Guanghua, 2011. "Economic growth, energy conservation and emissions reduction: A comparative analysis based on panel data for 8 Asian-Pacific countries," Energy Policy, Elsevier, vol. 39(4), pages 2121-2131, April.
    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. Shahbaz, Muhammad & Song, Malin & Ahmad, Shabbir & Vo, Xuan Vinh, 2022. "Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China," Energy Economics, Elsevier, vol. 105(C).
    2. Lu Liu & Yuxin Meng & Desheng Wu & Qiying Ran & Jianhong Cao & Zilian Liu, 2023. "Impact of haze pollution and human capital on economic resilience: evidence from prefecture-level cities in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 13429-13449, November.
    3. Mohammed Hadi & George Campbell, 2020. "Relationship among Energy Consumption, Inflation, Human Capital and Economic Growth: Evidence from Indonesia," International Journal of Applied Economics, Finance and Accounting, Online Academic Press, vol. 6(2), pages 85-92.
    4. Nermin Ya ar, 2017. "The Relationship between Energy Consumption and Economic Growth: Evidence from Different Income Country Groups," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 86-97.
    5. Aziza Syzdykova & Gulmira Azretbergenova & Khairulla Massadikov & Aigul Kalymbetova & Darkhan Sultanov, 2020. "Analysis of the Relationship between Energy Consumption and Economic Growth in the Commonwealth of Independent States," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 318-324.
    6. Azam, Anam & Ateeq, Muhammad & Shafique, Muhammad & Rafiq, Muhammad & Yuan, Jiahai, 2023. "Primary energy consumption-growth nexus: The role of natural resources, quality of government, and fixed capital formation," Energy, Elsevier, vol. 263(PA).
    7. Timothy Ayomitunde Aderemi & Oyegoke Adebusola Adebola & Wahid Damilola Olanipekun & Olaoye Olusegun Peter & Ayodeji Gbenga Bamidele & Azuh Dominic Ezinwa, 2021. "Human Capital Development, Energy Consumption and Crude Oil Exports in Nigeria: Implications for Sustainable Development," International Journal of Energy Economics and Policy, Econjournals, vol. 11(4), pages 443-449.
    8. Olufunmilayo T. Afolayan & Henry Okodua & Oluwatoyin Matthew & Romanus Osabohien, 2019. "Reducing Unemployment Malaise in Nigeria: The Role of Electricity Consumption and Human Capital Development," International Journal of Energy Economics and Policy, Econjournals, vol. 9(4), pages 63-73.
    9. Olufunmilayo T. Afolayan & Henry Okodua & Hassan Oaikhenan & Oluwatoyin Matthew, 2020. "Carbon Emissions, Human Capital Investment and Economic Development in Nigeria," International Journal of Energy Economics and Policy, Econjournals, vol. 10(2), pages 427-437.
    10. Jen‐Chung Mei, 2023. "Foreign direct investment and relative capacity: Theory and evidence," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1175-1214, October.
    11. Karatheodoros Anastasios & Tsamadias Constantinos & Pegkas Panagiotis, 2019. "The effects of formal educations’ levels on regional economic growth in Greece over the period 1995–2012," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(1), pages 91-111, February.
    12. Afees A. Salisu & Tirimisyu F. Oloko & Ismail Okunoye & Olaide Opeloyeru & Nafisat Olabisi, 2018. "Energy consumption and economic growth in oil importing and oil exporting countries: A Panel ARDL approach," Working Papers 048, Centre for Econometric and Allied Research, University of Ibadan.
    13. Selamawit G. Kebede & Almas Heshmati, 2020. "Energy Use and Labor Productivity in Ethiopia: The Case of the Manufacturing Industry," Energies, MDPI, vol. 13(11), pages 1-21, May.

    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. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    2. Francis Teal & Måns Söderbom, 2003. "Openness and Human Capital as Sources of Productivity Growth: An Empirical Investigation," Economics Series Working Papers WPS/2003-06, University of Oxford, Department of Economics.
    3. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2018. "Health and Economic Growth: Reconciling the Micro and Macro Evidence," IZA Discussion Papers 11940, Institute of Labor Economics (IZA).
    4. 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.
    5. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    6. 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.
    7. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    8. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    9. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    10. Nikos Benos & Stelios Karagiannis, 2010. "The Role of Human Capital in Economic Growth: Evidence from Greek Regions," Chapters, in: Neri Salvadori (ed.), Institutional and Social Dynamics of Growth and Distribution, chapter 7, Edward Elgar Publishing.
    11. Benos, Nikos & Karagiannis, Stelios, 2016. "Do education quality and spillovers matter? Evidence on human capital and productivity in Greece," Economic Modelling, Elsevier, vol. 54(C), pages 563-573.
    12. Bahar Bayraktar-Sağlam, 2016. "The Stages of Human Capital and Economic Growth: Does the Direction of Causality Matter for the Rich and the Poor?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(1), pages 243-302, May.
    13. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    14. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    15. Saima Nawaz & M. Idrees Khawaja, 2016. "Fiscal Policy, Institutions And Growth: New Insights," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(05), pages 1251-1278, December.
    16. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    17. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid, 2013. "What is MENA Region Initially Needed: Grow Output or Mitigate CO2 Emissions?," MPRA Paper 48859, University Library of Munich, Germany, revised 05 Aug 2013.
    18. repec:ipg:wpaper:2014-529 is not listed on IDEAS
    19. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    20. Apergis, Nicholas & Payne, James E., 2009. "Energy consumption and economic growth: Evidence from the Commonwealth of Independent States," Energy Economics, Elsevier, vol. 31(5), pages 641-647, September.
    21. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.

    More about this item

    Keywords

    Growth; Education; Health; Human Capital; Mortality Rates; Energy Consumption.;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:shf:wpaper:2015015. 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: Mike Crabtree (email available below). General contact details of provider: https://edirc.repec.org/data/desheuk.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.