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Analyzing manufacturing sector and selected development challenges: A panel data analysis

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  • Halkos, George
  • Moll de Alba, Jaime
  • Todorov, Valentin

Abstract

The importance of manufacturing as a main determinant of economic growth has been explored extensively in the literature considering manufacturing as the engine of economic growth. In our study, a new database covering 117 countries for 1995–2017 containing four indicators, namely manufacturing value added share in GDP, growth of GDP, manufacturing energy intensity, and UNIDO's Competitive Industrial Performance score is constructed. Relying on this dataset and the Granger causality tests the paper investigates the effect of economic growth, energy intensity and the competitiveness index on manufacturing value added. Applying adequate econometric methods the effect of this set of variables on the relative importance of manufacturing in the economy as a whole measured by the share of MVA in GDP (MVAsh) is analyzed. An inverted U shape is verified with different turning points between static and dynamic analyses in the full sample, as well as in industrialized countries and emerging and developing countries separately, with turning points all within samples. Energy intensity has negative effect in most of the cases while CIP has positive effect with high magnitudes. The rate of adjustment is high.

Suggested Citation

  • Halkos, George & Moll de Alba, Jaime & Todorov, Valentin, 2021. "Analyzing manufacturing sector and selected development challenges: A panel data analysis," Energy, Elsevier, vol. 235(C).
    • Handle: RePEc:eee:energy:v:235:y:2021:i:c:s0360544221015012
    DOI: 10.1016/j.energy.2021.121253
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    as
    1. Sam Fankhauser & Frank Jotzo, 2017. "Economic growth and development with low-carbon energy," CCEP Working Papers 1705, Centre for Climate & Energy Policy, Crawford School of Public Policy, The Australian National University.
    2. 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.
    3. Muhammad Haseeb & Sebastian Kot & Hafezali Iqbal Hussain & Leonardus WW Mihardjo & Piotr Saługa, 2020. "Modelling the Non-Linear Energy Intensity Effect Based on a Quantile-on-Quantile Approach: The Case of Textiles Manufacturing in Asian Countries," Energies, MDPI, vol. 13(9), pages 1-19, May.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    6. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    7. 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.
    8. Yilmaz Bayar & Marius Dan Gavriletea, 2019. "Energy efficiency, renewable energy, economic growth: evidence from emerging market economies," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2221-2234, July.
    9. Kris Boudt & Valentin Todorov & Wenjing Wang, 2020. "Robust Distribution-Based Winsorization in Composite Indicators Construction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 375-397, June.
    10. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    11. Liu Zhenmin & Patricia Espinosa, 2019. "Tackling climate change to accelerate sustainable development," Nature Climate Change, Nature, vol. 9(7), pages 494-496, July.
    12. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    13. Verdoorn, P J, 1980. "Verdoorn's Law in Retrospect: A Comment," Economic Journal, Royal Economic Society, vol. 90(358), pages 382-385, June.
    14. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    15. 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.
    16. Voigt, Sebastian & De Cian, Enrica & Schymura, Michael & Verdolini, Elena, 2014. "Energy intensity developments in 40 major economies: Structural change or technology improvement?," Energy Economics, Elsevier, vol. 41(C), pages 47-62.
    17. Szirmai, Adam & Verspagen, Bart, 2015. "Manufacturing and economic growth in developing countries, 1950–2005," Structural Change and Economic Dynamics, Elsevier, vol. 34(C), pages 46-59.
    18. Silberston, Aubrey, 1972. "Economies of Scale in Theory and Practice," Economic Journal, Royal Economic Society, vol. 82(325), pages 369-391, Supplemen.
    19. Xiaobo Shen & Boqiang Lin & Wei Wu, 2019. "R&D Efforts, Total Factor Productivity, and the Energy Intensity in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(11), pages 2566-2588, September.
    20. Kepplinger, D. & Templ, M. & Upadhyaya, S., 2013. "Analysis of energy intensity in manufacturing industry using mixed-effects models," Energy, Elsevier, vol. 59(C), pages 754-763.
    21. Sorrell, Steve, 2015. "Reducing energy demand: A review of issues, challenges and approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 74-82.
    22. George HALKOS, 2012. "Environmental Pollution And Economic Development:Explaining The Existence Of An Environmental Kuznets Curve," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 6(6(18)/ Su), pages 148-159.
    23. Unido, 2020. "International Yearbook of Industrial Statistics 2020," Books, Edward Elgar Publishing, number 19198.
    24. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    25. Halkos, George, 2011. "Economy - environment relationship: The case of sulphur emissions," MPRA Paper 45480, University Library of Munich, Germany.
    26. Szirmai, Adam, 2012. "Industrialisation as an engine of growth in developing countries, 1950–2005," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 406-420.
    27. Marconi, Nelson & Reis, Cristina Fróes de Borja & Araújo, Eliane Cristina de, 2016. "Manufacturing and economic development: The actuality of Kaldor's first and second laws," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 75-89.
    28. Maria Caterina Bramati & Christophe Croux, 2007. "Robust estimators for the fixed effects panel data model," Econometrics Journal, Royal Economic Society, vol. 10(3), pages 521-540, November.
    29. A. P. Thirlwall, 2002. "The Nature of Economic Growth," Books, Edward Elgar Publishing, number 2579.
    30. Samuel Fankhauser & Nicholas Stern, 2016. "Climate change, development, poverty and economics," GRI Working Papers 253, Grantham Research Institute on Climate Change and the Environment.
    31. Pedroni, Peter, 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(0), pages 653-670, Special I.
    32. Zhang, Chi & Su, Bin & Zhou, Kaile & Sun, Yuan, 2020. "A multi-dimensional analysis on microeconomic factors of China's industrial energy intensity (2000–2017)," Energy Policy, Elsevier, vol. 147(C).
    33. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    34. Zhang, Wei & Wang, Nan, 2021. "Decomposition of energy intensity in Chinese industries using an extended LMDI method of production element endowment," Energy, Elsevier, vol. 221(C).
    35. John Cornwall, 1977. "The Relevance Of Dual Models For Analyzing Developed Capitalist Economies," Kyklos, Wiley Blackwell, vol. 30(1), pages 51-73, February.
    36. George E. Halkos, 2013. "Exploring the economy -- environment relationship in the case of sulphur emissions," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(2), pages 159-177, March.
    37. Peter Mulder, 2015. "International Specialization, Structural Change and the Evolution of Manufacturing Energy Intensity in OECD Countries," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    38. Carlos Aller, Maria Jesus Herrerias, and Javier Ordóñez, 2018. "The Effect of Financial Development on Energy Intensity in China," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    39. Li, Ke & Lin, Boqiang, 2014. "The nonlinear impacts of industrial structure on China's energy intensity," Energy, Elsevier, vol. 69(C), pages 258-265.
    40. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    41. Halkos, George & Gkampoura, Eleni-Christina, 2021. "Where do we stand on the 17 Sustainable Development Goals? An overview on progress," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 94-122.
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