The effect of Financial and non-Financial variables on economic growth; a study on Middle East Countries

نویسندگان

  • SeyedFarshid Ghorashi pt. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran نویسنده
  • Mohammad Bazdar Dept. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran نویسنده
  • Atousa Goodarzi Dept. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran نویسنده

کلمات کلیدی:

Panel data, Non-financial variables, Financial variables

چکیده

The aim of this study is to find the dynamic relationship between financial, non-financial, and economic growth in 8 Middle east countries with mid and low-income levels for the 15 years from 2005 to 2019. This study uncovers the causality relationship among indicators using the panel vector auto-regressive (VAR) and vector error correction model (VECM) approach. The results demonstrate that insurance asset size and international tourism are significant causative factors in both the long and short run on the economic growth of the countries under study, as they are cointegrated and affect each other in the long run. Moreover, other financial variables, including liquid liabilities and final consumption expenditure, are also found to have a granger cause in economic growth. In addition to financial variables, non-financial factors such as interest rate, secondary school, and unemployment rate are significant causal factors in economic growth. Also, the impulse response function also reveals that GDP initially responds negatively to shocks in all variables. However, in the long run, it becomes positively responded to reach the equilibrium, whereas the scenario is reversed for unemployment. Overall, this paper provides valuable insights into the relationship between financial, non-financial, and economic growth in Middle-east countries with mid and low levels of income, which could inform policymakers and researchers interested in the economic development of these countries. The findings suggest that policymakers should focus on enhancing financial and non-financial sectors in order to grow the economy as these are the causative factor for economic growth.

بیوگرافی نویسندگان

  • SeyedFarshid Ghorashi، pt. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran

            

  • Mohammad Bazdar ، Dept. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran

             

  • Atousa Goodarzi ، Dept. of Eco College of Insurance, Allameh Tabatab’i University, Tehran, Iran

              

مراجع

1. Adams, M., Andersson, J., Andersson, L.-F., & Lindmark, M. (2009). Commercial banking, insurance and economic growth in Sweden between 1830 and 1998. Accounting, Business & Financial History, 19(1), 21–38. Taylor & Francis.

2. Akeju, K. F., & Olanipekun, D. B. (2014). Unemployment and economic growth in Nigeria. Journal of Economics and Sustainable Development, 5(4), 138–144. Citeseer.

3. Akinboade, O. A., & Braimoh, L. A. (2010). International tourism and economic development in South Africa: A Granger causality test. International Journal of Tourism Research, 12(2), 149–163. Wiley Online Library.

4. Aluko, O. A., & Adeyeye, P. O. (2020). Imports and economic growth in Africa: Testing for granger causality in the frequency domain. The Journal of International Trade & Economic Development, 29(7), 850–864. Taylor & Francis.

5. Apergis, N., & Poufinas, T. (2020). The role of insurance growth in economic growth: Fresh evidence from a panel of OECD countries. The North American Journal of Economics and Finance, 53, 101217. Elsevier.

6. Arena, M. (2008). Does insurance market activity promote economic growth? A cross‐country study for industrialized and developing countries. Journal of risk and Insurance, 75(4), 921–946. Wiley Online Library.

7. Asongu, S. A., & Odhiambo, N. M. (2020). Insurance policy thresholds for economic growth in Africa. The European Journal of Development Research, 32(3), 672–689. Springer.

8. Bilen, M., Yilanci, V., & Eryüzlü, H. (2017). Tourism development and economic growth: a panel Granger causality analysis in the frequency domain. Current Issues in Tourism, 20(1), 27–32. Taylor & Francis.

9. Bloom, D. E., Canning, D., & Chan, K. (2006). Higher education and economic development in Africa (Vol. 102). World Bank Washington, DC.

10. Bosworth, B. (2014). Interest rates and economic growth: are they related? Center for retirement research at Boston College Working paper, (2014–8).

11. Bouzahzah, M., & El Menyari, Y. (2013). International tourism and economic growth: the case of Morocco and Tunisia. The Journal of North African Studies, 18(4), 592–607. Taylor & Francis.

12. Caporale, G. M., & Helmi, M. H. (2018). Islamic banking, credit, and economic growth: Some empirical evidence. International Journal of Finance & Economics, 23(4), 456–477. Wiley Online Library.

13. Chang, C.-H. (2018). The dynamic linkage between insurance and banking activities: An analysis on insurance sector assets. Journal of Multinational Financial Management, 46, 36–50. Elsevier.

14. Chang, C.-H., & Lee, C.-C. (2012). Non-linearity between life insurance and economic development: A revisited approach. The Geneva Risk and Insurance Review, 37, 223–257. Springer.

15. Chen, P., Lee, C., & Lee, C. (2012). How does the development of the life insurance market affect economic growth? Some international evidence. Journal of International Development, 24(7), 865–893. Wiley Online Library.

16. Cohen, D., & Soto, M. (2007). Growth and human capital: good data, good results. Journal of economic growth, 12, 51–76. Springer.

17. Dahiya, S., & Kumar, M. (2020). Linkage between financial inclusion and economic growth: An empirical study of the emerging Indian economy. Vision, 24(2), 184–193. SAGE Publications Sage India: New Delhi, India.

18. Dash, S., Pradhan, R. P., Maradana, R. P., Gaurav, K., Zaki, D. B., & Jayakumar, M. (2018). Insurance market penetration and economic growth in Eurozone countries: Time series evidence on causality. Future Business Journal, 4(1), 50–67. Elsevier.

19. Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American statistical association, 74(366a), 427–431. Taylor & Francis.

20. Drobyshevsky, S., Trunin, P., Bogachkova, A. V, & Sinelnikova-Muryleva, E. V. (2017). The effect of interest rates on economic growth. Gaidar Institute for Economic Policy, 303.

21. Easterly, W., & Levine, R. (1997). Africa’s growth tragedy: policies and ethnic divisions. The quarterly journal of economics, 1203–1250. JSTOR.

22. Elhorst, J. P., Gross, M., & Tereanu, E. (2021). Cross-Sectional Dependence and Spillovers in Space and Time: Where Spatial Econometrics and Global Var Models Meet. Journal of Economic Surveys, 35(1), 192–226.

23. Emara, N., & El Said, A. (2021). Financial inclusion and economic growth: The role of governance in selected MENA countries. International Review of Economics & Finance, 75, 34–54. Elsevier.

24. Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, 251–276. JSTOR.

25. Enilov, M., & Wang, Y. (2022). Tourism and economic growth: Multi-country evidence from mixed-frequency Granger causality tests. Tourism Economics, 28(5), 1216–1239. SAGE Publications Sage UK: London, England.

26. Glewwe, P., Maiga, E., & Zheng, H. (2014). The contribution of education to economic growth: A review of the evidence, with special attention and an application to Sub-Saharan Africa. World Development, 59, 379–393. Elsevier.

27. Granger, C. W. J. (1988). Some recent development in a concept of causality. Journal of econometrics, 39(1–2), 199–211. Elsevier.

28. Guerra, E. A. R. (2017). The economic growth and the banking credit in Mexico: Granger causality and short-term effects, 2001Q1–2016Q4. Economía Informa, 406, 46–58. Elsevier.

29. Gupta, P., & Singh, A. (2016). Causal nexus between foreign direct investment and economic growth: A study of BRICS nations using VECM and Granger causality test. Journal of Advances in Management Research. Emerald Group Publishing Limited.

30. Haiss, P., & Sümegi, K. (2008). The relationship between insurance and economic growth in Europe: a theoretical and empirical analysis. Empirica, 35(4), 405–431. Springer.

31. Hajamini, M., & Falahi, M. A. (2014). The nonlinear impact of government consumption expenditure on economic growth: Evidence from low and low-middle income countries. Cogent Economics & Finance, 2(1), 948122. Taylor & Francis.

32. Hoeffler, A. (2002). The augmented Solow model and the African growth debate. Available at SSRN 313705.

33. Holik, A. (2016). Relationship of economic growth with tourism sector. JEJAK: Jurnal Ekonomi dan Kebijakan, 9(1), 16–33.

34. Hsiao, C. (2007). Panel data analysis—advantages and challenges. Test, 16(1), 1–22. Springer.

35. Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of econometrics, 115(1), 53–74. Elsevier.

36. Johansen, S. (1995). A stastistical analysis of cointegration for I (2) variables. Econometric theory, 11(1), 25–59. Cambridge University Press.

37. Kaushal, S., & Ghosh, A. (2018). Banking, insurance and economic growth in India: An empirical analysis of relationship from regulated to liberalized era. Journal of Financial Economic Policy. Emerald Publishing Limited.

38. Kreishan, F. M. (2011). Economic growth and unemployment: An empirical analysis. Journal of social sciences, 7(2), 228–231.

39. Krueger, A. B., & Lindahl, M. (2001). Education for growth: Why and for whom? Journal of economic literature, 39(4), 1101–1136. American Economic Association.

40. Lee, C.-C., & Chang, C.-H. (2015). Financial policy and insurance development: Do financial reforms matter and how? International Review of Economics & Finance, 38, 258–278. Elsevier.

41. Lee, C.-C., Chang, C.-H., Arouri, M., & Lee, C.-C. (2016). Economic growth and insurance development: The role of institutional environments. Economic Modelling, 59, 361–369. Elsevier.

42. Lee, C.-C., Lee, C.-C., & Chiu, Y.-B. (2013). The link between life insurance activities and economic growth: Some new evidence. Journal of International Money and Finance, 32, 405–427. Elsevier.

43. Lee, K., & Werner, R. A. (2022). Are lower interest rates really associated with higher growth? New empirical evidence on the interest rate thesis from 19 countries. International Journal of Finance & Economics. Wiley Online Library.

44. Liu, G.-C., Lee, C.-C., & Lee, C.-C. (2016). The nexus between insurance activity and economic growth: A bootstrap rolling window approach. International Review of Economics & Finance, 43, 299–319. Elsevier.

45. Makaringe, S. C., & Khobai, H. (2018). The effect of unemployment on economic growth in South Africa (1994-2016).

46. Maradana, R. P., Pradhan, R. P., Dash, S., Zaki, D. B., Gaurav, K., Jayakumar, M., & Sarangi, A. K. (2019). Innovation and economic growth in European Economic Area countries: The Granger causality approach. IIMB Management Review, 31(3), 268–282. Elsevier.

47. Mhadhbi, K., Terzi, C., & Bouchrika, A. (2020). Banking sector development and economic growth in developing countries: a bootstrap panel Granger causality analysis. Empirical Economics, 58, 2817–2836. Springer.

48. Mohseni, M., & Jouzaryan, F. (2016). Examining the effects of inflation and unemployment on economic growth in Iran (1996-2012). Procedia Economics and Finance, 36, 381–389. Elsevier.

49. Mtar, K., & Belazreg, W. (2023). On the nexus of innovation, trade openness, financial development and economic growth in European countries: New perspective from a GMM panel VAR approach. International Journal of Finance and Economics, 28(1), 766–791.

50. Mushtaq, S., & Siddiqui, D. A. (2016). Effect of interest rate on economic performance: evidence from Islamic and non-Islamic economies. Financial Innovation, 2, 1–14. Springer.

51. Obayelu, A. E., & Salau, A. S. (2010). Agricultural Response to Prices and Exchange Rate in Nigeria: Application of Co-integration and Vector Error Correction Model (VECM). Journal of Agricultural Sciences, 1(2), 73–81.

52. Olayungbo, D. O., & Akinlo, A. E. (2016). Insurance penetration and economic growth in Africa: Dynamic effects analysis using Bayesian TVP-VAR approach. Cogent Economics & Finance, 4(1), 1150390. Taylor & Francis.

53. Pan, G., & Su, C. (2012). The relationship between insurance development and economic growth: a cross-region study for China. China International Conference on Insurance and Risk Management.

54. Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. Oxford University Press.

55. Pradhan, R. P., Arvin, M. B., & Bahmani, S. (2018). Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test. Technological Forecasting and Social Change, 132, 130–142. Elsevier.

56. Pradhan, R. P., Arvin, M. B., Nair, M., Hall, J. H., & Gupta, A. (2017). Is there a link between economic growth and insurance and banking sector activities in the G-20 countries? Review of Financial Economics, 33, 12–28. Elsevier.

57. Pradhan, R. P., Arvin, M. B., & Norman, N. R. (2015). Insurance development and the finance-growth nexus: Evidence from 34 OECD countries. Journal of Multinational Financial Management, 31, 1–22. Elsevier.

58. Pradhan, R. P., & Bagchi, T. P. (2013). Effect of transportation infrastructure on economic growth in India: The VECM approach. Research in Transportation Economics, 38(1), 139–148. Elsevier Ltd. Retrieved from http://dx.doi.org/10.1016/j.retrec.2012.05.008

59. Pradhan, R. P., Bahmani, S., & Abraham, R. (2023). Institutional quality, insurance markets, and economic growth: evidence from pooled mean group estimation. Applied Economics Letters, 30(4), 445–449. Taylor & Francis.

60. Pradhan, R. P., Dash, S., Maradana, R. P., Jayakumar, M., & Gaurav, K. (2017). Insurance market density and economic growth in Eurozone countries: the granger causality approach. Financial Innovation, 3(1), 1–24. SpringerOpen.

61. Rehman, A., Ma, H., Alvarado, R., & Ahmad, F. (2023). The nexus of military, final consumption expenditures, total reserves, and economic development of Pakistan. Economic Change and Restructuring, 1–24. Springer.

62. Ruiz, J. L. (2018). Financial development, institutional investors, and economic growth. International Review of Economics & Finance, 54, 218–224. Elsevier.

63. Schubert, S. F., Brida, J. G., & Risso, W. A. (2011). The impacts of international tourism demand on economic growth of small economies dependent on tourism. Tourism Management, 32(2), 377–385. Elsevier.

64. Sequeira, T. N., & Campos, C. (2005). International tourism and economic growth: A panel data approach. FEEM Working Paper.

65. Sethi, D., & Acharya, D. (2018). Financial inclusion and economic growth linkage: Some cross country evidence. Journal of Financial Economic Policy. Emerald Publishing Limited.

66. Soylu, Ö. B., Çakmak, İ., & Okur, F. (2018). Economic growth and unemployment issue: Panel data analysis in Eastern European Countries.

67. Su, C., Xu, Y., Chang, H. L., Lobont, O.-R., & Liu, Z. (2020). Dynamic causalities between defense expenditure and economic growth in China: evidence from rolling granger causality test. Defence and Peace Economics, 31(5), 565–582. Taylor & Francis.

68. Su, Y., Cherian, J., Sial, M. S., Badulescu, A., Thu, P. A., Badulescu, D., & Samad, S. (2021). Does tourism affect economic growth of China? A panel granger causality approach. Sustainability, 13(3), 1349. MDPI.

69. Thierry, B., Jun, Z., Eric, D. D., Yannick, G. Z. S., & Landry, K. Y. S. (2016). Causality Relationship between Bank Credit and Economic Growth: Evidence from a Time Series Analysis on a Vector Error Correction Model in Cameroon. Procedia - Social and Behavioral Sciences, 235(October), 664–671. The Author(s). Retrieved from http://dx.doi.org/10.1016/j.sbspro.2016.11.061

70. Uddin, I., & Rahman, K. U. (2022). Impact of corruption, unemployment and inflation on economic growth evidence from developing countries. Quality & Quantity, 1–21. Springer.

71. Wang, K.-M., Lee, Y.-M., Lin, C.-L., & Tsai, Y.-C. (2018). The effects of health shocks on life insurance consumption, economic growth, and health expenditure: A dynamic time and space analysis. Sustainable cities and society, 37, 34–56. Elsevier.

72. Wu, T., & Wu, H. (2019). Tourism and economic growth in Asia: A bootstrap multivariate panel Granger causality. International Journal of Tourism Research, 21(1), 87–96. Wiley Online Library.

73. Zungu, L. T., & Greyling, L. (2022). Exploring the Dynamic Shock of Unconventional Monetary Policy Channels on Income Inequality: A Panel VAR Approach. Social Sciences, 11(8).

چاپ شده

2024-06-20

ارجاع به مقاله

The effect of Financial and non-Financial variables on economic growth; a study on Middle East Countries. (2024). پایگاه مقالات مرکز همایشهای مهندسی توسعه, 1(2). https://pubs.bcnf.ir/index.php/Articles/article/view/116

مقالات مشابه

همچنین برای این مقاله می‌توانید شروع جستجوی پیشرفته مقالات مشابه.