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The aptness of import-led growth hypothesis for sustainable development in South Asia: Do energy utilization and natural resources matter?

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  • Madaleno, Mara
  • Ahmed, Zahoor
  • Doğan, Buhari
  • Javeed, Saba
  • Vasa, László

Abstract

In recent years, the escalating trade activities (imports and exports) have spurred a growing body of research on their linkages with economic progress and sustainability. However, the impacts of imports and export diversification on sustainable economic growth have been rarely explored. This paper aims to fill this gap by exploring the role of import product diversification in the sustainable economic performance of South Asian countries. More precisely, this paper introduces the export-led growth hypothesis and explores the role of import product diversification, natural resources, and human capital for sustainable economic growth. Empirically, this paper uses data from 1995 to 2020 with 9 South Asian economies and runs advanced panel cointegration techniques along with long-run estimation techniques robust to endogeneity, cross-sectional dependence, autocorrelation, and other panel data problems. The outcomes display a significant correlation between import product diversification, natural resources, and sustainable development. The findings can provide insights to formulate efficient import diversification strategies for sustainable growth, especially in developing countries.

Suggested Citation

  • Madaleno, Mara & Ahmed, Zahoor & Doğan, Buhari & Javeed, Saba & Vasa, László, 2023. "The aptness of import-led growth hypothesis for sustainable development in South Asia: Do energy utilization and natural resources matter?," Resources Policy, Elsevier, vol. 86(PB).
  • Handle: RePEc:eee:jrpoli:v:86:y:2023:i:pb:s030142072300973x
    DOI: 10.1016/j.resourpol.2023.104262
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    as
    1. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    2. Humnath Panta & Mitra Lal Devkota & Dhruba Banjade, 2022. "Exports and Imports-Led Growth: Evidence from a Small Developing Economy," JRFM, MDPI, vol. 15(1), pages 1-14, January.
    3. Parteka, Aleksandra & Tamberi, Massimo, 2013. "Product diversification, relative specialisation and economic development: Import–export analysis," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 121-135.
    4. Sinesipho Siswana & Andrew Phiri, 2021. "Is Export Diversification or Export Specialization Responsible for Economic Growth in BRICS Countries?," The International Trade Journal, Taylor & Francis Journals, vol. 35(3), pages 243-261, May.
    5. Kuang, Hewu & Liang, Yiyan & Zhao, Wenjia & Cai, Jiahong, 2023. "Impact of natural resources and technology on economic development and sustainable environment – Analysis of resources-energy-growth-environment linkages in BRICS," Resources Policy, Elsevier, vol. 85(PB).
    6. Shahzad, Umer & Lv, Yulan & Doğan, Buhari & Xia, Wanjun, 2021. "Unveiling the heterogeneous impacts of export product diversification on renewable energy consumption: New evidence from G-7 and E-7 countries," Renewable Energy, Elsevier, vol. 164(C), pages 1457-1470.
    7. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2014. "OECD imports: diversification of suppliers and quality search," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(1), pages 1-24, February.
    8. 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.
    9. Hanson, Philip, 1982. "The end of import-led growth? Some observations on Soviet, Polish, and Hungarian experience in the 1970s," Journal of Comparative Economics, Elsevier, vol. 6(2), pages 130-147, June.
    10. Hu, Guoheng & Can, Muhlis & Paramati, Sudharshan Reddy & Doğan, Buhari & Fang, Jianchun, 2020. "The effect of import product diversification on carbon emissions: New evidence for sustainable economic policies," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 198-210.
    11. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    12. Arshia Amiri & Ulf-G Gerdtham, 2012. "Granger Causality Between Exports, Imports and GDP in France: Evidance from Using Geostatistical Models," Economic Research Guardian, Weissberg Publishing, vol. 2(1), pages 43-59, May.
    13. 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.
    14. Romer, Paul, 1994. "New goods, old theory, and the welfare costs of trade restrictions," Journal of Development Economics, Elsevier, vol. 43(1), pages 5-38, February.
    15. Liu, Haiying & Alharthi, Majed & Atil, Ahmed & Zafar, Muhammad Wasif & Khan, Irfan, 2022. "A non-linear analysis of the impacts of natural resources and education on environmental quality: Green energy and its role in the future," Resources Policy, Elsevier, vol. 79(C).
    16. Faridul Islam & Qazi Muhammad Adnan Hye & Muhammad Shahbaz, 2012. "Import‐economic growth nexus: ARDL approach to cointegration," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 5(3), pages 194-214, September.
    17. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    18. Daniela Nicoleta Sahlian & Adriana Florina Popa & Raluca Florentina Creţu, 2021. "Does the Increase in Renewable Energy Influence GDP Growth? An EU-28 Analysis," Energies, MDPI, vol. 14(16), pages 1-16, August.
    19. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    20. Mania, Elodie & Rieber, Arsène, 2019. "Product export diversification and sustainable economic growth in developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 138-151.
    21. Rajesh Sharma & Muhammad Shahbaz & Pradeep Kautish & Xuan Vinh Vo, 2023. "Diversified imports as catalysts for ecological footprint: examining the BRICS experience," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3153-3181, April.
    22. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    23. Hye, Qazi Muhammad Adnan & Wizarat, Shahida & Lau, Wee-Yeap, 2013. "Trade-led growth hypothesis: An empirical analysis of South Asian countries," Economic Modelling, Elsevier, vol. 35(C), pages 654-660.
    24. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.
    25. Ritu Rani & Naresh Kumar, 2018. "Is There an Export- or Import-led Growth in BRICS Countries? An Empirical Investigation," Jindal Journal of Business Research, , vol. 7(1), pages 13-23, June.
    26. Diao, Xinshen & McMillan, Margaret, 2018. "Toward an Understanding of Economic Growth in Africa: A Reinterpretation of the Lewis Model," World Development, Elsevier, vol. 109(C), pages 511-522.
    27. Mudakkar, Syeda Rabab & Zaman, Khalid & Khan, Muhammad Mushtaq & Ahmad, Mehboob, 2013. "Energy for economic growth, industrialization, environment and natural resources: Living with just enough," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 580-595.
    28. Qaisar Abbas, 2000. "The Role of Human Capital in Economic Growth: A Comparative Study of Pakistan and India," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 451-473.
    29. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    30. Schneider, Patricia Higino, 2005. "International trade, economic growth and intellectual property rights: A panel data study of developed and developing countries," Journal of Development Economics, Elsevier, vol. 78(2), pages 529-547, December.
    31. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2013. "Trade Diversification, Income, And Growth: What Do We Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 27(4), pages 790-812, September.
    32. Liu, Haiying & Saleem, Muhammad Mansoor & Al-Faryan, Mamdouh Abdulaziz Saleh & Khan, Irfan & Zafar, Muhammad Wasif, 2022. "Impact of governance and globalization on natural resources volatility: The role of financial development in the Middle East North Africa countries," Resources Policy, Elsevier, vol. 78(C).
    33. Hemachandra Padhan & Deepak Kumar Behera & Santosh Kumar Sahu & Umakant Dash, 2023. "Does Corruption Hinderance Economic Growth Despite Surge of Remittance and Capital Inflows Since Economic Liberalization in an Emerging Economy, India," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 426-449, March.
    34. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    35. Feng, Ting & Xiong, Ruoyu & Huan, Peng, 2023. "Productive use of natural resources in agriculture: The main policy lessons," Resources Policy, Elsevier, vol. 85(PA).
    36. Zaidi, Syed Anees Haider & Wei, Zixiang & Gedikli, Ayfer & Zafar, Muhammad Wasif & Hou, Fujun & Iftikhar, Yaser, 2019. "The impact of globalization, natural resources abundance, and human capital on financial development: Evidence from thirty-one OECD countries," Resources Policy, Elsevier, vol. 64(C).
    37. Elodie Mania & Arsène Rieber, 2019. "Product export diversification and sustainable economic growth in developing countries," Post-Print hal-02297128, HAL.
    38. Hansen, Bruce E., 1995. "Rethinking the Univariate Approach to Unit Root Testing: Using Covariates to Increase Power," Econometric Theory, Cambridge University Press, vol. 11(5), pages 1148-1171, October.
    39. Rasha Istaiteyeh & Farah Najem & Nahil Saqfalhait, 2023. "Exports- and Imports-Led Growth: Evidence from a Time Series Analysis, Case of Jordan," Economies, MDPI, vol. 11(5), pages 1-20, May.
    40. Bashir, Muhammad Adnan & Sheng, Bin & Doğan, Buhari & Sarwar, Suleman & Shahzad, Umer, 2020. "Export product diversification and energy efficiency: Empirical evidence from OECD countries," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 232-243.
    41. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
    42. Aisen, Ari & Veiga, Francisco José, 2013. "How does political instability affect economic growth?," European Journal of Political Economy, Elsevier, vol. 29(C), pages 151-167.
    43. Romer, Paul M, 1987. "Growth Based on Increasing Returns Due to Specialization," American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May.
    44. Jeroen Buysse & Muhlis Can & Giray Gozgor, 2018. "Globalisation outcomes and the real output in the sub-Saharan Africa LICs: a cointegration analysis," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 31(1), pages 338-351, January.
    45. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors," China Economic Review, Elsevier, vol. 28(C), pages 123-134.
    46. Bai, Jushan & Kao, Chihwa & Ng, Serena, 2009. "Panel cointegration with global stochastic trends," Journal of Econometrics, Elsevier, vol. 149(1), pages 82-99, April.
    47. Faridul Islam & Qazi Muhammad Adnan Hye & Muhammad Shahbaz, 2012. "Import‐economic growth nexus: ARDL approach to cointegration," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 5(3), pages 194-214, September.
    48. Machado, Giovani & Schaeffer, Roberto & Worrell, Ernst, 2001. "Energy and carbon embodied in the international trade of Brazil: an input-output approach," Ecological Economics, Elsevier, vol. 39(3), pages 409-424, December.
    49. Fang, Shuya & Fang, Wei, 2023. "How fiscal decentralization and trade diversification influence sustainable development: Moderating role of resources dependency," Resources Policy, Elsevier, vol. 84(C).
    50. Pradeep Agrawal, 2005. "Foreign Direct Investment in South Asia: Impact on Economic Growth and Local Investment," International Economic Association Series, in: Edward M. Graham (ed.), Multinationals and Foreign Investment in Economic Development, chapter 5, pages 94-118, Palgrave Macmillan.
    51. William Rogers, 1994. "Regression standard errors in clustered samples," Stata Technical Bulletin, StataCorp LP, vol. 3(13).
    52. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    53. Sharma, Rajesh & Shahbaz, Muhammad & Kautish, Pradeep & Vo, Xuan Vinh, 2021. "Analyzing the impact of export diversification and technological innovation on renewable energy consumption: Evidences from BRICS nations," Renewable Energy, Elsevier, vol. 178(C), pages 1034-1045.
    54. 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.
    55. Elodie Mania & Arsène Rieber, 2019. "Product export diversification and sustainable economic growth in developing countries," Post-Print hal-03284696, HAL.
    56. Dai, Siwei & Du, Xiaoyan, 2023. "Discovering the role of trade diversification, natural resources, and environmental policy stringency on ecological sustainability in the BRICST region," Resources Policy, Elsevier, vol. 85(PB).
    57. Huang, Weiting & He, Jia, 2023. "Impact of energy intensity, green economy, and natural resources development to achieve sustainable economic growth in Asian countries," Resources Policy, Elsevier, vol. 84(C).
    58. 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.
    59. Shidong, Li & Chupradit, Supat & Maneengam, Apichit & Suksatan, Wanich & Phan The, Cong & Nguyen Ngoc, Quynh, 2022. "The moderating role of human capital and renewable energy in promoting economic development in G10 economies: Evidence from CUP-FM and CUP-BC methods," Renewable Energy, Elsevier, vol. 189(C), pages 180-187.
    60. Zakari, Abdulrasheed & Khan, Irfan & Tawiah, Vincent & Alvarado, Rafael & Li, Guo, 2022. "The production and consumption of oil in Africa: The environmental implications," Resources Policy, Elsevier, vol. 78(C).
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    More about this item

    Keywords

    Import diversification; Trade; Natural resources; Sustainable economic growth; South Asian economies; Panel cointegration techniques;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment

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