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14(3)2024

Threshold impact of shadow economy on sustainable development in high and low-financial development countries


Author - Affiliation:
Oanh Thi Kim Tran - University of Finance - Marketing, Ho Chi Minh City , Vietnam
Trang Thi Thanh Chu - University of Finance - Marketing, Ho Chi Minh City , Vietnam
Corresponding author: Trang Thi Thanh Chu - trangtcnh@ufm.edu.vn
Submitted: 08-08-2023
Accepted: 27-10-2023
Published: 08-03-2024

Abstract
This study investigates the impact of the shadow economy on sustainable development in 54 countries (categorised as high and low financial development) from 2008 to 2021, using Bayesian regression. Utilizing a sophisticated Bayesian regression analysis, our study unearths a compelling negative relationship between the shadow economy and sustainable development within both of these groups of nations. This empirical evidence underscores the pervasive influence of the shadow economy on hindering the progress of sustainable development, irrespective of a country’s financial development status. Furthermore, our research goes beyond this fundamental relationship to elucidate the presence of a crucial threshold effect in the relationship between the shadow economy and sustainable development. This threshold effect is observed at distinct levels in countries with high and low financial development, standing at 21.08% and 39.38%, respectively. This critical finding emphasises the need for tailored policy interventions that recognise and address the unique dynamics in these two countries. Drawing on these substantial insights, our paper outlines specific policy recommendations tailored to the unique circumstances of each group of countries. These recommendations are aimed at effectively regulating the shadow economy, thus facilitating the fostering of sustainable economic development. Our research contributes valuable empirical evidence and policy guidance to the ongoing discourse on the complex relationship between the shadow economy and sustainable development, offering a pathway toward more robust and effective policy frameworks for the nations under study.

JEL codes
O15; O17

Keywords
bayesian regression; financial development; shadow economy; sustainable development

Full Text:
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Cite this paper as:

Tran, O. T. K., & Chu, T. T. T. (2024). Threshold impact of shadow economy on sustainable development in high and low-financial development countries. Ho Chi Minh City Open University Journal of Science – Economics and Business Administration, 14(3), 109-128. doi:10.46223/HCMCOUJS.econ.en.14.3.2899.2024


References

Afonso, A., Sá, E. De, & Leitão, F. (2021). Corruption and economic growth : Does the size of the government matter ? Economic Change and Restructuring, 55, 543-576. doi:10.1007/s10644-021-09338-4


Ahmed, F., Kousar, S., Pervaiz, A., & Shabbir, A. (2022). Do institutional quality and financial development affect sustainable economic growth? Evidence from South Asian countries. Borsa Istanbul Review, 22(1), 189-196. doi:10.1016/j.bir.2021.03.005


Ahmed, Z., Ahmad, M., Murshed, M., Shah, M. I., Mahmood, H., & Abbas, S. (2022). How do green energy technology investments, technological innovation, and trade globalization enhance green energy supply and stimulate environmental sustainability in the G7 countries? Gondwana Research, 112(2022), 105-115.


Aidt, T. S. (2010). Corruption and sustainable development. International Handbook on the Economics of Corruption,  2, 1-52.


Ajide, F. M., Dada, J. T., Arnaut, M., & Abdulaziz Saleh Al-Faryan, M. (2023). Impact of shadow economy on sustainable development in Africa. International Journal of Public Administration, 1-15. doi:10.1080/01900692.2023.2207117


Allenby, G. M. (1990). Hypothesis testing with scanner data: The advantage of Bayesian methods. Journal of Marketing Research, 27(4), 379-389. doi:10.2307/3172624


Arestis, P., & Demetriades, P. (1997). Financial development and economic growth: Assessing the evidence. The Economic Journal, 107(442), 783-799.


Arinze, A. I. (1991). Human development report 1990 United Nations Development Programme (UNDP) New York Oxfort University press, 1990. Economic and Financial Review, 29(2), 206-212.


Asea, P. K. (1996). The informal sector: Baby or bath water? A comment. Carnegie-Rochester Conference Series on Public Policy, 45(1996), 163-171. doi:10.1016/S0167-2231(96)00022-X


Assidi, N., Nouira, R., Saafi, S., Abdelfattah, W., & Ben Mim, S. (2024). How does governance quality affect the shadow economy-sustainable development nexus? New insights from a dynamic threshold analysis. Journal of Economic Studies, Vol. ahead-of-print No. ahead-of-print. doi:10.1108/JES-09-2023-0469


Azam, M. (2021). Governance and economic growth: Evidence from 14 Latin America and Caribbean countries. Journal of the Knowledge Economy, 13(2), 1470-1495. doi:10.1007/s13132-021-00781-2


Baklouti, N. (2019). Shadow economy, corruption, and economic growth : An empirical analysis. The Review of Black Political Economy, 47(3), 276-294. doi:10.1177/0034644619885349


Berger, J. O., & Sellke, T. (1987). Testing a point null hypothesis: The irreconcilability of  P values and evidence. Journal of the American Statistical Association, 82(397), 112-122. doi:10.1080/01621459.1987.10478397


Bishop, C. M., & Tipping, M. E. (2003). Bayesian regression and classification. Nato Science Series Sub Series III Computer And Systems Sciences, 190(2003), 267-288.


Biswas, A. K., Reza, M., & Thum, M. (2012). Pollution , shadow economy and corruption: Theory and evidence. Ecological Economics, 75(2012), 114-125. doi:10.1016/j.ecolecon.2012.01.007


Bitzenis, A., Vlachos, V., & Schneider, F. (2016). An exploration of the Greek shadow economy: Can its transfer into the official economy provide economic relief amid the crisis? Journal of Economic Issues, 50(1), 165-196. doi:10.1080/00213624.2016.1147918


Borlea, S. N., Achim, M. V., & Miron, M. G. A. (2017). Corruption, shadow economy and economic growth: An empirical survey across the European. Studia Universitatis Economics Series, 27(2), 19-32. doi:10.1515/sues-2017-0006


Caurkubule, Ž., & Rubanovskis, A. (2014). Shadow economy as an obstacle to substainable economic development. Journal of Security & Sustainability Issues, 4(2), 175-186.


Colombo, E., Onnis, L., & Tirelli, P. (2016). Shadow economies at times of banking crises: Empirics and theory. Journal of Banking & Finance, 62(2016), 180-190. doi:10.1016/j.jbankfin.2014.09.017


Cristiane, A., & Leonardo, K. M. (2021). Economic growth and corruption in emerging markets : Does economic freedom matter ? International Economics Journal, 166, 58-70. doi:10.1016/j.inteco.2021.02.001


d’Agostino, G., Dunne, J. P., & Pieroni, L. (2016). Government spending, corruption and economic growth. World Development, 84(1997), 190-205. doi:10.1016/j.worlddev.2016.03.011


Dada, J. T., Ajide, F. M., Arnaut, M., & Adeiza, A. (2023). On the shadow economy-environmental sustainability nexus in Africa: The (ir)relevance of financial development. International Journal of Sustainable Development & World Ecology, 30(1), 6-20. doi:10.1080/13504509.2022.2115576


Deardorff, A. V. (2001). Deardorff’s glossary of international economics. Retrieved June 12, 2023, from http://Www-Personal.Umich.Edu/Alandear/Glossary/r.Html


Demiral, M. (2021). Empirical links between global value chains, trade, and unemployment. Montenegrin Journal of Economics, November, 16(4), 95-107. doi:10.14254/1800-5845/2020.16-4.8


Dreher, A., & Schneider, F. (2010). Corruption and the shadow economy: An empirical analysis. Public Choice, 144(1), 215-238. doi:10.1007/s11127-009-9513-0


Duong, M. T. H., Le, V. C., Nguyen, T. N., & Nguyen, D. V. (2022). A Bayesian analysis of tourism on shadow economy in ASEAN countries BT - financial econometrics: Bayesian analysis, quantum uncertainty, and related topics. In International Econometric Conference of Vietnam (Eds.) (pp. 405-424). Midtown Manhattan, NY: Springer International Publishing.


Economic and Affairs. (2022). Retrieved June 12, 2023, from https://sdgtransformationcenter.org/


Eilat, Y., & Zinnes, C. (2002). The shadow economy in transition countries: Friend or Foe? A policy perspective. World Development, 30(7), 1233-1254. doi:10.1016/S0305-750X(02)00036-0


Emmelin, L. (1972). The Stockholm conferences. Ambio, 1(4), 135-140.


Flegal, J. M., Haran, M., & Jones, G. L. (2008). Markov chain monte carlo: Can we trust the third significant figure? Statistical Science, 23(2), 250-260. doi:10.1214/08-STS257


Gao, C., Yao, D., Fang, J., & He, Z. (2022). Analysis of the relationships between financial development and sustainable economic growth: Evidence from Chinese cities. Sustainability, 14(15), 56341-56356. doi:10.3390/su14159348


Gharleghi, B. (2020). The shadow economy and sustainable development : The role of financial development. Journal of Public Affairs, November 2019, 20(3), Article e2099. doi:10.1002/pa.2099


Gründler, K., & Potrafke, N. (2019). Corruption and economic growth: New empirical evidence. European Journal of Political Economy, 60(2019), Article 101810. doi:10.1016/j.ejpoleco.2019.08.001


Gyomai, G., & van de Ven, P. (2014). The non-observed economy in the system of national accounts. OECD Statistics Brief, 18(1), 1-12.


Hoinaru, R., Buda, D., Borlea, S. N., Văidean, V. L., & Achim, M. V. (2020). The impact of corruption and shadow economy on the economic and sustainable development. Do they “sand the wheels” or “grease the wheels”? Sustainability (Switzerland), 12(2), Article 481. doi:10.3390/su12020481


Honohan, P. (2004). Financial Development, Growth and Poverty: How Close Are The Links? World Bank Policy Research Working Paper (Vol. 3203). Retrived July 05, 2023, from https://openknowledge. worldbank. org/handle/10986/14439


Ilic-Krstic, I., Ilic, A., & Avramović, D. (2018). The three dimensions of sustainable development: Environment, economy and society. 50 Years of Higher Education, Science and Research in Occupational Safety Engineering, December, 197-202.


Jiang, T., & Nie, H. (2014). The stained China miracle: Corruption, regulation, and firm performance. Economics Letters, 123(3), 366-369. doi:10.1016/j.econlet.2014.03.026


Levine, R. (1999). Law, finance, and economic growth. Journal of Financial Intermediation, 8(1/2), 8-35.


Mandroshchenko, O., Malkova, Y., & Tkacheva, T. (2018). Influence of the shadow economy on economic growth. Journal of Applied Engineering Science, 16(1), 87-94. doi:10.5937/jaes16-16490


Medina, L., & Schneider, M. F. (2018). Shadow economies around the world: What did we learn over the last 20 years? Washington D.C., US: International Monetary Fund.


Muth, C., Oravecz, Z., & Gabry, J. (2018). User-friendly Bayesian regression modeling: A tutorial with rstanarm and shinystan. The Quantitative Methods for Psychology, 14(2), 99-119. doi:10.20982/tqmp.14.2.p099


Nasir, M. S., Wibowo, A. R., & Yansyah, D. (2021). The determinants of economic growth: Empirical study of 10 Asia-Pacific countries. Signifikan: Jurnal Ilmu Ekonomi, 10(1), 149-160.


Nguyen, D. V., & Duong, M. T. H. (2021). Shadow economy, corruption and economic growth: An analysis of BRICS countries. The Journal of Asian Finance, Economics and Business, 8(4), 665-672. doi:10.13106/jafeb.2021.vol8.no4.0665


Nguyen, D. V., & Duong, M. T. H. (2022). Corruption, shadow economy, FDI, and tax revenue in BRICS: A Bayesian approach. Montenegrin Journal of Economics, 18(2), 85-94. doi:10.14254/1800-5845/2022.18-2.8


Nguyen, M. L. T., Bui, T. N., Thai, T. D., Nguyen, T. T., & Nguyen, H. T. (2022, January). Shadow economy, corruption and economic growth: A Bayesian analysis. In International Econometric Conference of Vietnam (pp. 747-762). Midtown Manhattan, NY: Springer International Publishing.


OECD-IMFILO-CIS Handbook. (2002). Retrieved June 12, 2023, from https://www.imf.org/en/Publications/Books/Issues/2016/12/31/Measuring-the-Non-Observed-Economy-A-Handbook-31025


Okada, K., & Samreth, S. (2014). How does corruption influence the effect of foreign direct investment on economic growth? Global Economic Review, 43(3), 207-220. doi:10.1080/1226508X.2014.930671


Özgür, G., Elgin, C., & Elveren, A. Y. (2021). Is informality a barrier to sustainable development? Sustainable Development, 29(1), 45-65. doi:10.1002/sd.2130


Parris, T. M., & Kates, R. W. (2003). Characterizing and measuring sustainable development. Annual Review of Environment and Resources, 28(1), 559-586. doi:10.1146/annurev.energy.28.050302.105551


Ruzek, W. (2015). The informal economy as a catalyst for sustainability. Sustainability (Switzerland), 7(1), 23-34. doi:10.3390/su7010023


Saafi, S., Nouira, R., & Assidi, N. (2023). On the nonlinear relationships between shadow economy and the three pillars of sustainable development: New evidence from panel threshold analysis. Studies in Nonlinear Dynamics & Econometrics, 27(3), 355-375. doi:10.1515/snde-2021-0099


Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., Messner, D. (12). ri., Nakicenovic, N., & Rockström, J. (2019). Six transformations to achieve the sustainable development goals. Nature Sustainability, 2(9), 805-814.


Schneider, F. (2005). Shadow economies around the world : What do we really know ? European Journal of Political Economy, 21(3), 598-642. doi:10.1016/j.ejpoleco.2004.10.002


Stockdale, J. (1990). World commission on environment and development: Our common future. Rural Sociology, 55(1), 123-125.


Tahir, M., & Azid, T. (2015). The relationship between international trade openness and economic growth in the developing economies: Some new dimensions. Journal of Chinese Economic and Foreign Trade Studies, 8(2), 123-139.


Tamar, B., & Luca, G. (2019). Impact of FDI on economic growth: The role of country income levels and institutional strength.  European Investment Bank, 2(2020), 1-42.


Torgler, B., & Schneider, F. (2009). The impact of tax morale and institutional quality on the shadow economy. Journal of Economic Psychology, 30(2), 228-245.


Tran, O. T. K. (2023). Relationship between financial inclusion, monetary policy and financial stability: An analysis in high financial development and low financial development countries. Heliyon, 9(6), Article e16647. doi:10.1016/j.heliyon.2023.e16647


Tran, O. T. K., Nguyen, D. V., Le, V. H., &Duong, D. K. (2023). How capital structure and bank liquidity affect bank performance: Evidence from the Bayesian approach. Cogent Economics & Finance, 11(2), 1-20. doi:10.1080/23322039.2023.2260243


Valickova, P., Havranek, T., & Horvath, R. (2015). Financial development and economic growth: A meta-analysis. Journal of Economic Surveys, 29(3), 506-526. doi:10.1111/joes.12068


WCED, Special Working Session. (1987). World commission on environment and development. Our Common Future, 17(1), 1-91.


Winter, S. D., Ryan, O., Zondervan-zwijnenburg, M., & Depaoli, S. (2017). A systematic review of Bayesian articles in psychology : The last 25 years. Psychological Methods, 22(2), 217-239.


Wu, D. F., & Schneider, M. F. (2019). Nonlinearity between the shadow economy and level of development. Washington D.C., US: International Monetary Fund.


Younas, Z. I., Qureshi, A., & Al-Faryan, M. A. S. (2022). Financial inclusion, the shadow economy and economic growth in developing economies. Structural Change and Economic Dynamics, 62 (2022), 613-621. doi:10.1016/j.strueco.2022.03.011


Zaman, G., & Goschin, Z. (2015). Shadow economy and economic growth in Romania. Cons and pros. Procedia Economics and Finance, 22(2014), 80-87. doi:10.1016/s2212-5671(15)00229-4


Zhuo, Z., O, A. S. M., Muhammad, B., & Khan, S. (2020). Underlying the relationship between governance and economic growth in developed countries. Journal of the Knowledge Economy, 12(2021), 1314-1330.


Ziberi, B., & Alili, M. Z. (2021). Economic growth in the Western Balkans. South East European Journal of Economics and Business, 16(335), 68-81. doi:10.2478/jeb-2021-0015



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