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Unintended structural transformation and growth in Ethiopia: An autoregressive distributed lag (ARDL) model approach

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  • Tariku Lorato

    (Dilla University)

  • Tamirat Beyene

    (Dilla University)

  • Tasew Tadesse

    (Dilla University)

Abstract

Industrialization represents a key policy option for sustainable economic growth, and governments must pursue structural transformation. The Ethiopian government has been designing and implementing different industrialization policies to achieve the desired structural transformation of the country. However, an unintended jump or massive twisting was observed in the economic structure, mainly due to the shift in the dominance of output from agriculture to the service sector in the country. Hence, this study investigates the determinants of unintended service sector output growth in Ethiopia from 1990 to 2022 using the autoregressive distributed lag (ARDL) model. The findings suggest that differences in labor productivity among agriculture, manufacturing, and the service sector positively influence service sector output growth in the country. This implies that labor productivity disparities play a significant role in shaping the growth trajectory of the service sector, with higher productivity levels in services and low productivity in other sectors contributing to the faster expansion of the service sector. In addition, variables such as per capita GDP, gross fixed capital formation, and credit to the private sector are found to have a favorable impact on service sector growth, while openness has a negative effect. This study adds to the understanding of unintended structural transformations in developing countries by highlighting how labor productivity disparities can drive shifts in economic dominance, particularly the rapid growth of the service sector at the expense of traditional sectors like agriculture. Furthermore, it emphasizes that such transformations may not align with national development objectives if not managed strategically. Therefore, enhancing labor productivity in agriculture and manufacturing through technology, training, and education is crucial to achieve the desired structural change. In addition, increasing gross fixed capital and improving access to credit for the private sector could further stimulate service sector expansion. Finally, encouraging domestic industries and implementing protective measures against unfair competition may mitigate the adverse effects of trade openness on service sector growth in Ethiopia. These insights are crucial for policymakers aiming to navigate structural transformations effectively while promoting sustainable economic development.

Suggested Citation

  • Tariku Lorato & Tamirat Beyene & Tasew Tadesse, 2025. "Unintended structural transformation and growth in Ethiopia: An autoregressive distributed lag (ARDL) model approach," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-22, December.
    • Handle: RePEc:spr:joiaen:v:14:y:2025:i:1:d:10.1186_s13731-025-00498-5
    DOI: 10.1186/s13731-025-00498-5
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    1. Michael Mbate, 2016. "Structural change and industrial policy: A case study of Ethiopia’s leather sector," Journal of African Trade, Springer, vol. 3(1), pages 85-100, March.
    2. Adrian Wood, 1997. "How Trade Hurt Unskilled Workers," Palgrave Macmillan Books, in: Jitendralal Borkakoti & Chris Milner (ed.), International Trade and Labour Markets, chapter 7, pages 140-168, Palgrave Macmillan.
    3. Fixler, Dennis J. & Siegel, Donald, 1999. "Outsourcing and productivity growth in services," Structural Change and Economic Dynamics, Elsevier, vol. 10(2), pages 177-194, June.
    4. 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.
    5. Gebreeyesus, Mulu, 2013. "Industrial Policy and Development in Ethiopia: Evolution and Present Experimentation," WIDER Working Paper Series 125, World Institute for Development Economic Research (UNU-WIDER).
    6. Zied Akrout & Hamid Bachouch & Salim Moualdi, 2021. "Co-integration between Corruption and Economic Growth through Investment Channels: Empirical Evidence using the ARDL Bound Testing Approach for the Tunisian Case," International Journal of Economics and Financial Issues, Econjournals, vol. 11(1), pages 26-33.
    7. Sukti Dasgupta & Ajit Singh, 2006. "Manufacturing, Services and Premature Deindustrialization in Developing Countries: A Kaldorian Analysis," WIDER Working Paper Series RP2006-49, World Institute for Development Economic Research (UNU-WIDER).
    8. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    9. Manolis Manioudis & Giorgos Meramveliotakis, 2022. "Broad strokes towards a grand theory in the analysis of sustainable development: a return to the classical political economy," New Political Economy, Taylor & Francis Journals, vol. 27(5), pages 866-878, September.
    10. Douglas Gollin, 2023. "Agricultural productivity and structural transformation: evidence and questions for African development," Oxford Development Studies, Taylor & Francis Journals, vol. 51(4), pages 375-396, October.
    11. Aaditya Mattoo & Arti Grover Goswami & Sebastián Sáez & Aaditya Mattoo, 2012. "Exporting Services : A Developing Country Perspective," World Bank Publications - Books, The World Bank Group, number 2379, April.
    12. Schettkat, Ronald & Yocarini, Lara, 2003. "The Shift to Services: A Review of the Literature," IZA Discussion Papers 964, Institute of Labor Economics (IZA).
    13. Jinran Chen & Lijuan Xie, 2019. "Industrial policy, structural transformation and economic growth: evidence from China," Frontiers of Business Research in China, Springer, vol. 13(1), pages 1-19, December.
    14. Muhammad Salam & Javed Iqbal & Anwar Hussain & Hamid Iqbal, 2018. "The Determinants of Services Sector Growth: A Comparative Analysis of Selected Developed and Developing Economies," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 57(1), pages 27-44.
    15. Denis Nfor Yuni & Leseko S. Makhetha & Sylvester Lelimo, 2023. "Analyzing the relationship between Industrialization and economic growth in Lesotho," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2285620-228, October.
    16. Abbas Ali Chandio & Yuansheng Jiang & Abdul Rehman, 2019. "Using the ARDL-ECM approach to investigate the nexus between support price and wheat production," Journal of Asian Business and Economic Studies, Emerald Group Publishing Limited, vol. 26(1), pages 139-152, April.
    17. Mulu Gebreeyesus, 2013. "Industrial Policy and Development in Ethiopia: Evolution and Present Experimentation," WIDER Working Paper Series wp-2013-125, World Institute for Development Economic Research (UNU-WIDER).
    18. Richard B. Freeman, 1995. "Are Your Wages Set in Beijing?," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 15-32, Summer.
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