Open Access Journal Article

Agricultural Exports, Other Exports, Imports, and Economic Growth: An ARDL Approach for Tunisia

by Emna Trabelsi a, b,* orcid  and  Nesrine Kachout a
a
Higher Institute of Management of Tunis, Social and Economic Policy Analysis Laboratory, University of Tunis, Tunis, Tunisia
b
Faculty of Economic and Management Sciences of Sousse, University of Sousse, Sousse, Tunisia
*
Author to whom correspondence should be addressed.
Received: 13 June 2023 / Accepted: 11 July 2023 / Published Online: 15 September 2024

Abstract

This paper aims to study and quantify the impact of agricultural exports on economic growth along with other variables in Tunisia. For that purpose, we estimate the relationship between GDP, agricultural exports, other exports, and imports by applying the ARDL approach under the period 1990-2020. The results show a negative and insignificant impact of agricultural exports on economic growth in the long and short run. Other exports negatively and significantly impact economic growth, while imports are found to have a positive impact on long-term economic growth. The findings have economic implications for sectors and activities that should be promoted to accelerate economic growth.


Copyright: © 2024 by Trabelsi and Kachout. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (Creative Commons Attribution 4.0 International License). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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ACS Style
Trabelsi, E.; Kachout, N. Agricultural Exports, Other Exports, Imports, and Economic Growth: An ARDL Approach for Tunisia. Journal of Economic Analysis, 2024, 3, 72. https://doi.org/10.58567/jea03030010
AMA Style
Trabelsi E, Kachout N. Agricultural Exports, Other Exports, Imports, and Economic Growth: An ARDL Approach for Tunisia. Journal of Economic Analysis; 2024, 3(3):72. https://doi.org/10.58567/jea03030010
Chicago/Turabian Style
Trabelsi, Emna; Kachout, Nesrine 2024. "Agricultural Exports, Other Exports, Imports, and Economic Growth: An ARDL Approach for Tunisia" Journal of Economic Analysis 3, no.3:72. https://doi.org/10.58567/jea03030010
APA style
Trabelsi, E., & Kachout, N. (2024). Agricultural Exports, Other Exports, Imports, and Economic Growth: An ARDL Approach for Tunisia. Journal of Economic Analysis, 3(3), 72. https://doi.org/10.58567/jea03030010

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References

  1. Abual-Foul, B. (2004). Testing the export-led growth hypothesis: evidence from Jordan. applied economics letters, 11(6), 393-396. http://dx.doi.org/10.1080/1350485042000228268
  2. Abu-Qarn, A. S., & Abu-Bader, S. (2004). The validity of the ELG hypothesis in the MENA region: cointegration and error correction model analysis. Applied Economics, 36(15), 1685- 1695. http://dx.doi.org/10.1080/0003684042000266865
  3. Acemoglu, D., & Zilibotti, F. (1997). Was Prometheus unbound by chance? Risk, diversification, and growth. Journal of political economy, 105(4), 709-751. http://www.jstor.org/stable/10.1086/262091
  4. Acharya, R. C., & Keller, W. (2009). Technology transfer through imports. Canadian Journal of Economics/Revue canadienne d'économique, 42(4), 1411-1448. https://doi.org/10.1111/j.1540-5982.2009.01550.x
  5. Agosin, M. R. (2007). Export Diversification and Growth in Emerging Economies. Working Paper No. 233. Departamento de Economía, Universidad de Chile. https://www.researchgate.net/profile/Manuel-Agosn/publication/46435663_Export_Diversification_And_Growth_In_Emerging_Economies/links/593ecbc20f7e9bf167c62a75/Export-Diversification-And-Growth-In-Emerging-Economies.pdf
  6. Ahmed, O. and Sallam, W. (2018). Studying the Volatility Effect of Agricultural Exports on Agriculture Share of GDP: The Case of Egypt. African Journal of Agricultural Research, 13(8), 345-352, February. http://academicjournals.org/journal/AJAR/article-abstract/EA527CC56099
  7. Alam, F. and Myovella, G. (2016). Causality between Agricultural Exports and GDP and its Implications for Tanzanian Economy. Journal of Economics, Finance and Accounting, 3(1), 1-18. http://hdl.handle.net/20.500.12018/7167
  8. Alam, M. I. (2003). Manufactured exports, capital good imports, and economic growth: Experience of Mexico and Brazil. International Economic Journal, 17(4), 85-105. https://doi.org/10.1080/10168730300080028
  9. Ali, G., & Li, Z. (2018). Exports-led growth or growth-led exports in the case of China and Pakistan: An empirical investigation from the ARDL and Granger causality approach. The International Trade Journal, 32(3), 293-314. https://doi.org/10.1080/08853908.2017.1379449
  10. Asmah, E.E. (1998). Export performance and Economic Growth: Empirical Evidence from Ghana 1966-1996. M. Phil. Thesis. University of Cape Coast.
  11. Awokuse, T. O. (2007). Causality between exports, imports, and economic growth: Evidence from transition economies. Economics letters, 94(3), 389-395. https://doi.org/10.1016/j.econlet.2006.08.025
  12. Bahmani-Oskooee, M. and Alse, J. (1993). Export growth and economic growth: an application of cointegration and error-correction modeling. Journal of Developing Areas, 27(4), 535-542. https://www.jstor.org/stable/419226
  13. Bahmani-Oskooee, M., Mohtadi, H. and Shabsigh, G. (1991). Exports, growth and causality in LDCs: A reaximnation. Journal of Development Economics, 36, 405-415. https://doi.org/10.1016/0304-3878(91)90044-V
  14. Bakari, S. (2016). The Impact of Agricultural Exports on Economic Growth in Tunisia During the Period 1988 – 2014. MPRA Paper 80722 University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/80722/
  15. Bakari, S. (2017). The long run and short run impacts of exports on economic growth: Evidence from Gabon. MPRA Paper 79871, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/79871/
  16. Bakari, S. (2017a). The Three-Way Linkages Between Export, Import and Economic Growth: New Evidence from Tunisia. Journal of Smart Economic Growth, 2(3), 13-53. https://jseg.ro/index.php/jseg/article/view/24
  17. Bakari, S. (2017b). The Impact of Vegetables Exports on Economic Growth in Tunisia. Economic Research Guardian, Weissberg Publishing, 7(2), 72-87, December. https://mpra.ub.uni-muenchen.de/80722/
  18. Bakari, S. (2017c). The Impact of Olive Oil Exports on Economic Growth: Empirical Analysis from Tunisia. MPRA Paper 82812, University Library of Munich, Germany, revised Oct 2017. https://dergipark.org.tr/en/pub/bilturk/article/675714
  19. Bakari, S. (2018). The Impact of Citrus Exports on Economic Growth: Empirical Analysis from Tunisia. International Journal of Food and Agricultural Economics, 6(1), 95-112. https://ageconsearch.umn.edu/record/283764
  20. Bakari, S. and Mabrouki, M. (2017a). Impact Of Exports and Imports On Economic Growth: New Evidence From Panama. Journal of Smart Economic Growth, 2(1), 67-79, March. https://jseg.ro/index.php/jseg/article/view/70
  21. Bakari, S. and Mabrouki, M. (2017b). The Effect of Agricultural Exports on Economic Growth in South-Eastern Europe: An Empirical Investigation Using Panel Data. Journal of Smart Economic Growth, 2(4), 49-64. https://www.jseg.ro/index.php/jseg/article/view/32
  22. Bakari, S., & Bouchoucha, N. (2021). The Impacts of Domestic and Foreign Direct Investments on Economic Growth: Fresh Evidence from Tunisia. Journal of Smart Economic Growth, 6(1), 83-102. https://jseg.ro/index.php/jseg/article/view/125
  23. Bakari, S., & Krit, M. (2017). The Nexus between exports, imports and economic growth: Evidence from Mauritania. International Journal of Economics and Empirical Research, 5(1), 10-17. https://www.researchgate.net/profile/Makram-Krit/publication/316511118_The_Nexus_between_Exports_Imports_and_Economic_Growth_Evidence_from_Mauritania/links/59019b1b0f7e9bcf6546b3fe/The-Nexus-between-Exports-Imports-and-Economic-Growth-Evidence-from-Mauritania.pdf
  24. Bakari, S., & Mabrouki, M. (2016). The Relationship among exports, imports and economic growth in Turkey. MPRA Paper 76044, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/76044/
  25. Bakari, S., & Tiba, S. (2022). Agricultural Exports, Agricultural Imports and Economic Growth in China. Journal Of Smart Economic Growth, 7(3), 35-61. https://jseg.ro/index.php/jseg/article/view/191
  26. Bakari, S., Fakraoui, N., & Mabrouki, M. (2020). The Contribution of Domestic Investment, Exports and Imports on Economic Growth: A Case Study of Peru. MPRA Paper 99041, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/99041/
  27. Bakari, S., Fakraoui, N., & Tiba, S. (2019). Domestic investment, export, import and economic growth in Brazil: An application of vector error correction model. MPRA Paper 95528, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/95528/
  28. Bakari, S., Mabrouki, M. and Elmakki, A. (2018). The Nexus between Industrial Exports and Economic Growth in Tunisia: Empirical Analysis. Journal of Smart Economic Growth, 3(2), 31-53. https://jseg.ro/index.php/jseg/article/view/44
  29. Bakari, S., Mabrouki, M., & Elmakki, A. (2018). The Nexus between Industrial Exports and Economic Growth in Tunisia: Empirical Analysis. Journal of Smart Economic Growth, 3(2), 31-53. https://jseg.ro/index.php/jseg/article/view/44
  30. Balassa, B. (1978). Exports and economic growth: further evidence. Journal of development Economics, 5(2), 181-189. https://doi.org/10.1016/0304-3878(78)90006-8
  31. Beckman, J., & Countryman, A. M. (2021). The importance of agriculture in the economy: impacts from COVID‐19. American journal of agricultural economics, 103(5), 1595-1611. https://doi.org/10.1111/ajae.12212
  32. Brambilla, I., Chauvin, N. D., & Porto, G. G. (2015). Wage and employment gains from exports: Evidence from developing countries. CEPII, Centre d'etudes prospectives et d'informations internationales.
  33. Brown, S. E., Miller, D. C., Ordonez, P. J., & Baylis, K. (2018). Evidence for the impacts of agroforestry on agricultural productivity, ecosystem services, and human well-being in high-income countries: a systematic map protocol. Environmental evidence, 7, 1-16. https://doi.org/10.1186/s13750-018-0136-0
  34. Carrasco, C. A., & Tovar-García, E. D. (2021). Trade and growth in developing countries: the role of export composition, import composition and export diversification. Economic Change and Restructuring, 54, 919-941. https://doi.org/10.1007/s10644-020-09291-8
  35. Chetty, P. (2018). Auto regressive distributed lag model (ARDL) and its advantages. https://www.projectguru.in/auto-regressive-distributed-lag-model-ardl/
  36. Colantone, I., & Crinò, R. (2014). New imported inputs, new domestic products. Journal of International Economics, 92(1), 147-165. https://doi.org/10.1016/j.jinteco.2013.10.006
  37. Dhawan, U., & Biswal, B. (1999). Re-examining export-led growth hypothesis: a multivariate cointegration analysis for India. Applied economics, 31(4), 525-530. https://doi.org/10.1080/000368499324246
  38. Dunusinghe, P. (2009). On export composition and growth: Evidence from Sri Lanka. South Asia Economic Journal, 10(2), 275-304. https://doi.org/10.1177/139156140901000202
  39. Edwards, S. (1998). Openness, productivity and growth: what do we really know?. The Economic Journal, 108(447), 383-398. https://doi.org/10.1111/1468-0297.00293
  40. Ee, C. Y. (2016). Export-led growth hypothesis: empirical evidence from selected Sub- Saharan African countries. Procedia Economics and Finance, 35, 232-240. https://doi.org/10.1016/S2212-5671(16)00029-0
  41. El Alaoui, A. (2015). Causality and Cointegration between Export, Import and Economic Growth: Evidence from Morocco. MPRA Paper 65431, University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/65431/
  42. Faisal F., & Tursoy., T & Resatoglu., N.G (2017). Is Export-Led Growth Hypothesis Exist in Saudi Arabia? Evidence from an ARDL Bounds Testing Approach. Asian Journal of Economic Modelling, 5(1), 110-117. https://doi.org/10.18488/journal.8/2017.5.1/8.1.110.117
  43. Faridi, M. Z. (2012). Contribution of agricultural exports to economic growth in Pakistan. Pakistan Journal of Commerce and Social Sciences (PJCSS), 6(1), 133-146. https://www.econstor.eu/handle/10419/188047
  44. Giles, J. A., & Williams, C. L. (2000). Export-led growth: a survey of the empirical literature and some non-causality results. Part 1. The Journal of International Trade & Economic Development, 9(3), 261-337. https://doi.org/10.1080/09638190050086177
  45. Giles, J. A., & Williams, C. L. (2000). Export-led growth: a survey of the empirical literature and some non-causality results. Part 2. Journal of International Trade & Economic Development, 9(4), 445-470. https://doi.org/10.1080/096381900750056867
  46. Gizaw, N., Abafita, J. and Merra, T. M. (2022). Impact of coffee exports on economic growth in Ethiopia; An empirical investigation. Cogent Economics and Finance, 10(1), 2041260. https://doi.org/10.1080/23322039.2022.2041260
  47. Gokmenoglu, K.K., Sehnaz, Z. and Taspinar, N. (2015). The Export-Led Growth: A Case Study of Costa Rica. Procedia Economics and Finance, 25, 471-477. https://doi.org/10.1016/S2212-5671(15)00759-5
  48. Hachicha, N. (2003). Exports, Export Composition and Growth: A Simultaneous Error-Correction Model for Tunisia. International Economic Journal, 17(1), 101-93. https://doi.org/10.1080/10168730300080007
  49. Hausman, R./Rodrik, D. (2003). Economic development as self-discovery. Journal of Development Economics, 72, 603–633. https://doi.org/10.1016/S0304-3878(03)00124-XGet rights and content
  50. Hausmann, R., Klinger, B., & Lopez-Calix, J. (2010). Export diversification in Algeria. Trade Competitiveness of the Middle East and North Africa, 63-102.
  51. Hesse, H. (2009). Export diversification and economic growth. Breaking into new markets: emerging lessons for export diversification, 2009, 55-80.
  52. Humpage, O. F. (2000). Do imports hinder or help economic growth?. Economic commentary, (3/15/2000). https://www.clevelandfed.org/newsroom-and-events/publications/economic-commentary/economic-commentary-archives/2000-economic-commentaries/ec-20000315-do-imports-hinder-or-help-economic-growth
  53. Hussaini, S.H., India, C., Abdullahi., B.A and India., C. (2015). Exports, Imports and Economic Growth in India: An Empirical Analysis. Proceedings of the International Symposium on Emerging Trends in Social Science Research (IS15Chennai Symposium), 3-5 April 2015 Paper ID: C542.
  54. Inotai, A. (1988). International competitiveness and imports. Acta Oeconomica, 45-60. https://www.jstor.org/stable/40729316
  55. Islam, M.N. (1998). Export expansion and economic growth: testing for cointegration and causality. Applied Economics, 30, 415-425. https://doi.org/10.1080/000368498325930
  56. Jeguirim, K., & Plassard, J. M. (2006). Les effets du niveau et de l'hétérogénéité du capital humain sur la croissance: exemple de la Tunisie. Économie sociale et droit: Économie et droit du travail, 1, 383. https://www.torrossa.com/en/resources/an/5094614#page=383
  57. Kalaitzi, A. S., & Chamberlain, T. W. (2020). Exports and economic growth: Some evidence from the GCC. International Advances in Economic Research, 26(2), 203-205. https://doi.org/10.1007/s11294-020-09786-0
  58. Kalaitzi, A. S., & Chamberlain, T. W. (2021). The validity of the export-led growth hypothesis: some evidence from the GCC. The Journal of International Trade & Economic Development, 30(2), 224-245. https://doi.org/10.1080/09638199.2020.1813191
  59. Kalaitzi, A. S., & Cleeve, E. (2018). Export-led growth in the UAE: multivariate causality between primary exports, manufactured exports and economic growth. Eurasian Business Review, 8(3), 341-365. https://doi.org/10.1007/s40821-017-0089-1
  60. Kappa, K. (2022). Do the vegetable exports lead to economic growth? An empirical evidence in selected SAARC economies. Journal of Public Affairs, 22(2), e2484.https://doi.org/10.1002/pa.2484
  61. Kartikasari, D. (2017). The effect of export, import and investment to economic growth of Riau Islands Indonesia. International Journal of Economics and Financial Issues, 7(4), 663- 667. https://dergipark.org.tr/en/pub/ijefi/issue/32006/353613
  62. Kavoussi, R. M. (1983). Economic growth and income distribution in Saudi Arabia. Arab Studies Quarterly, 65-81.
  63. Kim, C. Y., & Jin, H. (2023). Does geopolitical risk affect bilateral trade? Evidence from South Korea. Journal of the Asia Pacific Economy, 1-20. https://doi.org/10.1080/13547860.2023.2204693
  64. Krugman, P. R. (1979). Increasing returns, monopolistic competition, and international trade. Journal of international Economics, 9(4), 469-479. https://doi.org/10.1016/0022-1996(79)90017-5
  65. Kumari, D., & Malhotra, N. (2014). Export-led growth in India: Cointegration and causality analysis. Journal of Economics and Development Studies, 2(2), 297-310. http://jedsnet.com/journals/jeds/Vol_2_No_2_June_2014/17.pdf
  66. Lederman, D., & Maloney, W. F. (2007). Trade structure and growth. Natural resources: Neither curse nor destiny, 15-39.
  67. Mahmood, K., & Munir, S. (2018). Agricultural exports and economic growth in Pakistan: an econometric reassessment. Quality & Quantity, 52(4), 1561-1574. https://doi.org/10.1007/s11135-017-0534-3
  68. Makun, K. K. (2018). Imports, remittances, direct foreign investment and economic growth in Republic of the Fiji Islands: An empirical analysis using ARDL approach. Kasetsart Journal of Social Sciences, 39(3), 439-447. https://doi.org/10.1016/j.kjss.2017.07.002
  69. Michaely, M. (1977). Exports and growth: an empirical investigation. Journal of development economics, 4(1), 49-53. https://doi.org/10.1016/0304-3878(77)90006-2
  70. Miller, D. C., Ordoñez, P. J., Brown, S. E., Forrest, S., Nava, N. J., Hughes, K., & Baylis, K. (2020). The impacts of agroforestry on agricultural productivity, ecosystem services, and human well‐being in low‐and middle‐income countries: An evidence and gap map. Campbell Systematic Reviews, 16(1). https://doi.org/10.1002/cl2.1066
  71. Mishal, Z., & Abulaila, Z. (2007). The impact of foreign direct investment and imports on economic growth: The case of Jordan. Journal of Economic and Administrative Sciences, 23(1), 1-31. https://doi.org/10.1108/10264116200700001
  72. Mishra, P. K. (2012). The dynamics of the relationship between imports and economic growth in India. South Asian Journal of Macroeconomics and Public Finance, 1(1), 57-79. https://doi.org/10.1177/227797871200100105
  73. Morris, M., & Einhorn, G. (2008). Globalisation, welfare and competitiveness: The impacts of Chinese imports on the South African clothing and textile industry. Competition & Change, 12(4), 355-376. https://doi.org/10.1179/102452908X357301
  74. Muhammad Adnan Hye, Q. (2012). Exports, imports and economic growth in China: an ARDL analysis. Journal of Chinese Economic and Foreign Trade Studies, 5(1), 42-55. https://doi.org/10.1108/17544401211197959
  75. Ntavoua, H. S. (2021). Impact of agricultural exports on economic growth in Cameroon. Int. J Agric. Extension Social. Dev, 4(1), 49-53.
  76. Odhiambo, N. M. (2022). Is export-led growth hypothesis still valid for sub-Saharan African countries? New evidence from panel data analysis. European Journal of Management and Business Economics, 31(1), 77-93. https://www.emerald.com/insight/content/doi/10.1108/EJMBE-06-2020-0156/full/html
  77. Ozkan., B & Dube., A.K (2018). Export, Foreign Direct Investment (FDI) and Economic Growth in Ethiopia: VAR Analysis. Open Access Journal of Agriculture Research, 3, 1-14. https://grfpublishers.com/article/view/Mjc=/Export-Foreign-Direct-Investment-FDI-and-Economic-Growth-in-Ethiopia-VAR-Analysis
  78. Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616
  79. Piercy, N. F., Kaleka, A., & Katsikeas, C. S. (1998). Sources of competitive advantage in high performing exporting companies. Journal of World Business, 33(4), 378-393. https://doi.org/10.1016/S1090-9516(99)80081-9
  80. Ram, R. (1985). Exports and economic growth: Some additional evidence. Economic Development and Cultural Change, 33(2), 415-425. https://doi.org/10.1086/451468
  81. Ram, R. (1987). Exports and economic growth in developing countries: evidence from timeseries and cross-section data. Economic development and cultural change, 36(1), 51-72. https://www.journals.uchicago.edu/doi/abs/10.1086/451636
  82. Riyath, M. I. M., & Jahfer, A. (2016). Exports, imports, and economic growth in Sri Lanka: evidence from causality and co-integration analysis. Faculty of Management and Commerce-(SEUSL), 5th Annual International research Conference-2016 on “Value addition evidence based innovation from management sciences to society”, 66-73. http://ir.lib.seu.ac.lk/handle/123456789/1903
  83. Romer, P. M. (1990). Capital, labor, and productivity. Brookings papers on economic activity. Microeconomics, 1990, 337-367. https://doi.org/10.2307/2534785
  84. Saaed, A. A. J., & Hussain, M. A. (2015). Impact of exports and imports on economic growth: Evidence from Tunisia. Journal of Emerging Trends in Educational Research and Policy Studies, 6(1), 13-21. https://hdl.handle.net/10520/EJC179819
  85. Sasahara, A. (2019). Explaining the employment effect of exports: value-added content matters. Journal of the Japanese and International Economies, 52, 1-21. https://doi.org/10.1016/j.jjie.2019.02.004
  86. Shah, S. W. A., Haq, M. A., & Farooq, R. M. A. (2015). Agricultural export and economic growth: A case study of Pakistan. Public Policy and Administration Research, 5(8), 88-96. https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=ef7d5409fd0d2fc37565efc6f320f80e44f1f1f9
  87. Siliverstovs, B., & Herzer, D. (2006). Export-led growth hypothesis: evidence for Chile. Applied Economics Letters, 13(5), 319-324. https://doi.org/10.1080/13504850500407293
  88. Siliverstovs, B., & Herzer, D. (2007). Manufacturing exports, mining exports and growth: cointegration and causality analysis for Chile (1960–2001). Applied Economics, 39(2), 153- 167. https://doi.org/10.1080/00036840500427965
  89. Simasiku, C., & Sheefeni, J. P. (2017). Agricultural exports and economic growth in Namibia. European Journal of Basic and Applied Sciences Vol, 4(1), 41-50.
  90. Sirgy, M. J., Lee, D. J., Miller, C., Littlefield, J. E., & Atay, E. G. (2007). The impact of imports and exports on a country’s quality of life. Social Indicators Research, 83, 245-281. https://doi.org/10.1007/s11205-006-9046-6
  91. Sooreea-Bheemul, B., & Sooreea, R. (2013). Missing causality links between foreign direct investment, exports, domestic investment and economic growth. International Journal of Business and Emerging Markets, 5(4), 322-340. https://doi.org/10.1504/IJBEM.2013.056713
  92. Stievany, G. M., & Jalunggono, G. (2022). Analysis of the Effect of Inflation, Exports and Imports on Indonesia’s Economic Growth. Journal of Management, Accounting, General Finance and International Economic Issues (Marginal) 1(3), 1-14. https://doi.org/10.55047/marginal.v1i3.140
  93. Subhan, M., Alharthi, M., Alam, M. S., Thoudam P., & Khan, K. (2021). Relationship between exports, economic growth and other economic activities in India: Evidence from VAR model. The Journal of Asian Finance, Economics and Business, 8(12), 271-282. https://doi.org/10.13106/jafeb.2021
  94. Sunde, T. (2017). Foreign direct investment, exports and economic growth: ADRL and causality analysis for South Africa. Research in International Business and Finance, 41, 434- 444. https://doi.org/10.1016/j.ribaf.2017.04.035
  95. Sunde, T., Tafirenyika, B., & Adeyanju, A. (2023). Testing the Impact of Exports, Imports, and Trade Openness on Economic Growth in Namibia: Assessment Using the ARDL Cointegration Method. Economies, 11(3), 86. https://doi.org/10.3390/economies11030086
  96. Taghavi, M., Goudarzi, M., Masoudi, E., & Gashti, H. P. (2012). Study on the impact of export and import on economic growth in Iran. Journal of Basic and Applied Scientific Research, 2(12), 12787-12794. https://www.researchgate.net/profile/Elham-Masoudi-2/publication/362657903_Study_on_the_Impact_of_Export_and_Import_on_Economic_Growth_in_Iran/links/62f6927b52130a3cd717e7c5/Study-on-the-Impact-of-Export-and-Import-on-Economic-Growth-in-Iran.pdf
  97. Tahir, M., Khan, H., Israr, M., & Qahar, A. (2015). An analysis of export led growth hypothesis: Cointegration and causality evidence from Sri Lanka. Advances in Economics and Business, 3(2), 62-69. https://doi.org/10.13189/aeb.2015.030205
  98. Torayeh, N. M. (2011). Manufactured exports and economic growth in Egypt: Cointegration and causality analysis. Applied Econometrics and International Development, 11(1), 111-135. https://www.usc.gal/economet/reviews/aeid11110.pdf
  99. Toyin, M. E. (2016). Causality relationship between agricultural exports and economic growth: Evidence from South Africa. Journal of Social Sciences, 48(1-2), 129-136. https://doi.org/10.1080/09718923.2016.11893577
  100. Tregenna, F. (2008). The contributions of manufacturing and services to employment creation and growth in South Africa. South African Journal of Economics, 76, S175-S204. https://doi.org/10.1111/j.1813-6982.2008.00187.x
  101. Tyler, W. G. (1981). Growth and export expansion in developing countries: Some empirical evidence. Journal of development Economics, 9(1), 121-130. https://doi.org/10.1016/0304-3878(81)90007-9
  102. Uddin, H., & Khanam, M. J. (2017). Import, export and economic growth: the case of lower income country. Journal of Business and Management, 19(1), 37-42.
  103. Ukpolo, V. (1994). Export composition and growth of selected low-income African countries: evidence from time-series data. Applied Economics, 26(5), 445-49. https://doi.org/10.1080/00036849400000012
  104. Uremadu, S. O., Onyele, K. O. and Ariwa, F. O. (2016). The Impact of Selected Agricultural Exports on the Growth of the Domestic Economy. Prime Journal of Business Administration and Management, 6(3), 2035-2046. https://www.academiapublishing.org/jo...
  105. Vernon, R. (1966). International Investment and International Trade in the Product Cycle. The Quarterly Journal of Economics, 80(2), 190-207. https://doi.org/10.1016/B978-0-12-444281-8.50024-6
  106. Wan, M., Gu, R., Zhang, T., Zhang, Y., Ji, H., Wang, B., ... & Toepfer, S. (2019). Conflicts of interests when connecting agricultural advisory services with agri-input businesses. Agriculture, 9(10), 218. https://doi.org/10.3390/agriculture9100218
  107. Yoon, S. C. (2019). The impact of ICT goods imports on economic growth: Evidence from Asia-Pacific countries. Journal of Korea Trade, 23(7), 1-12. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3533583
  108. Zahonogo, P. (2016). Trade and economic growth in developing countries: Evidence from sub-Saharan Africa. Journal of African Trade, 3(1-2), 41-56. https://doi.org/10.1016/j.joat.2017.02.001
  109. Zang, W., & Baimbridge, M. (2012). Exports, imports and economic growth in South Korea and Japan: a tale of two economies. Applied Economics, 44(3), 361-372. https://doi.org/10.1080/00036846.2010.508722
  110. Zhang, D., Fang, Y., & Liu, Y. (2023). Import demand under price and exchange-rate uncertainties: The case of US Atlantic salmon imports. Aquaculture, 739712. https://doi.org/10.1016/j.aquaculture.2023.739712