IDEAS home Printed from https://ideas.repec.org/a/spr/jecstr/v12y2023i1d10.1186_s40008-023-00308-9.html
   My bibliography  Save this article

Smooth transition regression model relating inflation to economic growth in Tunisia

Author

Listed:
  • Hamdi Becha

    (University of Sfax)

  • Maha Kalai

    (University of Sfax)

  • Kamel Helali

    (University of Sfax)

Abstract

Since its independence, Tunisia has embarked on monetary and financial sector reforms aimed at boosting economic growth. However, these reforms have not been effective due to inflation pressures in this country. Thus, this paper examines the nature of the relationship between financial development and economic growth between 1965 and 2019, using the non-linear logistic smooth transition regression model and considering inflation as a threshold financial development. The results show the existence of a non-linear abrupt relationship with an inflation threshold equal to 3.63%. Specifically, when inflation is below 3.63%, all variables, including inflation, have a significant and positive impact on economic growth. However, when inflation exceeds the estimated threshold, inflation has a significant and negative impact with an elasticity equal to − 0.365. To effectively manage inflation, the Tunisian authorities are encouraged to set and embrace specific inflation targets as a goal. This approach aims to mitigate inflationary pressures and foster a favourable environment for financial development in Tunisia, thereby promoting economic growth. Hence, it becomes imperative to implement such measures that alleviate inflationary pressures and drive economic growth through the facilitation of development finance by the banking sector.

Suggested Citation

  • Hamdi Becha & Maha Kalai & Kamel Helali, 2023. "Smooth transition regression model relating inflation to economic growth in Tunisia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 12(1), pages 1-26, December.
  • Handle: RePEc:spr:jecstr:v:12:y:2023:i:1:d:10.1186_s40008-023-00308-9
    DOI: 10.1186/s40008-023-00308-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40008-023-00308-9
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40008-023-00308-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Bittencourt, Manoel, 2011. "Inflation and financial development: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1), pages 91-99.
    3. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    4. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    5. Ibrahim Dolapo Raheem & Mutiu Abimbola Oyinlola, 2015. "Financial development, inflation and growth in selected West African countries," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 7(2), pages 91-99.
    6. K. S. Chan & H. Tong, 1986. "On Estimating Thresholds In Autoregressive Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 7(3), pages 179-190, May.
    7. Terasvirta, T & Anderson, H M, 1992. "Characterizing Nonlinearities in Business Cycles Using Smooth Transition Autoregressive Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages 119-136, Suppl. De.
    8. Bernard Njindan Iyke & Nicholas M. Odhiambo, 2017. "Inflationary Thresholds, Financial Development and Economic Growth: New Evidence from Two West African Countries," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 17(2), pages 1-11, June.
    9. Mr. Abdelali Jbili, 1997. "Financial Sector Reforms in Algeria, Morocco, and Tunisia: A Preliminary Assessment," IMF Working Papers 1997/081, International Monetary Fund.
    10. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    11. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    12. Huang, Ho-Chuan & Lin, Shu-Chin & Kim, Dong-Hyeon & Yeh, Chih-Chuan, 2010. "Inflation and the finance-growth nexus," Economic Modelling, Elsevier, vol. 27(1), pages 229-236, January.
    13. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    14. English, William B., 1999. "Inflation and financial sector size," Journal of Monetary Economics, Elsevier, vol. 44(3), pages 379-400, December.
    15. Uddin, Gazi Salah & Sjö, Bo & Shahbaz, Muhammad, 2013. "The causal nexus between financial development and economic growth in Kenya," Economic Modelling, Elsevier, vol. 35(C), pages 701-707.
    16. Hung, Fu-Sheng, 2003. "Inflation, financial development, and economic growth," International Review of Economics & Finance, Elsevier, vol. 12(1), pages 45-67.
    17. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    18. Jun Wen & Hamid Mahmood & Samia Khalid & Muhammad Zakaria, 2022. "The impact of financial development on economic indicators: a dynamic panel data analysis," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 2930-2942, December.
    19. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    20. Mehmet Caner & Bruce E. Hansen, 2001. "Threshold Autoregression with a Unit Root," Econometrica, Econometric Society, vol. 69(6), pages 1555-1596, November.
    21. Azariadis, Costas & Smith, Bruce D, 1996. "Private Information, Money, and Growth: Indeterminacy, Fluctuations, and the Mundell-Tobin Effect," Journal of Economic Growth, Springer, vol. 1(3), pages 309-332, September.
    22. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    23. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    24. repec:umd:umdeco:rodriguez9901 is not listed on IDEAS
    25. Imen Kobbi & Foued-Badr Gabsi, 2017. "The Nonlinearity of the New Keynesian Phillips Curve: The Case of Tunisia," Economies, MDPI, vol. 5(3), pages 1-12, July.
    26. 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.
    27. Mr. Mohsin S. Khan & Mr. Abdelhak S Senhadji, 2000. "Financial Development and Economic Growth: An Overview," IMF Working Papers 2000/209, International Monetary Fund.
    28. Kizito Uyi Ehigiamusoe & Hooi Hooi Lean & Chien-Chiang Lee, 2019. "Moderating effect of inflation on the finance–growth nexus: insights from West African countries," Empirical Economics, Springer, vol. 57(2), pages 399-422, August.
    29. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    30. Kizito Uyi Ehigiamusoe & Mohamad Shaharudin Samsurijan, 2021. "What matters for finance‐growth nexus? A critical survey of macroeconomic stability, institutions, financial and economic development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5302-5320, October.
    31. Kamel Helali & Maha Kalai, 2015. "Exchange rate pass-through to domestic prices in Tunisia: a short- and long-run analysis," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 8(3), pages 282-301.
    32. Ben Jedidia, Khoutem & Boujelbène, Thouraya & Helali, Kamel, 2014. "Financial development and economic growth: New evidence from Tunisia," Journal of Policy Modeling, Elsevier, vol. 36(5), pages 883-898.
    33. Witness Nyasha Bandura, 2022. "Inflation and Finance-Growth Nexus in Sub-Saharan Africa," Journal of African Business, Taylor & Francis Journals, vol. 23(2), pages 422-434, April.
    34. Khalifa H. Ghali, 1999. "Financial Development and Economic Growth: The Tunisian Experience," Review of Development Economics, Wiley Blackwell, vol. 3(3), pages 310-322, October.
    35. Kamel Helali, 2022. "Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 656-686, March.
    36. Thomas Barnebeck Andersen & Finn Tarp, 2003. "Financial liberalization, financial development and economic growth in LDCs," Journal of International Development, John Wiley & Sons, Ltd., vol. 15(2), pages 189-209.
    37. repec:bla:rdevec:v:3:y:1999:i:3:p:310-22 is not listed on IDEAS
    38. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    39. Francisco Rodríguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338, National Bureau of Economic Research, Inc.
    40. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    41. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    42. Abdullahi Dahir Ahmed, 2006. "The Impact of Financial Liberalization Policies: The Case of Botswana," Journal of African Development, African Finance and Economic Association (AFEA), vol. 8(1), pages 13-38.
    43. Mohamed Mehdi Jelassi & Ezzeddine Delhoumi, 2021. "What explains the technical efficiency of banks in Tunisia? Evidence from a two-stage data envelopment analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-26, December.
    44. Biplab Kumar Guru & Inder Sekhar Yadav, 2019. "Financial development and economic growth: panel evidence from BRICS," Journal of Economics, Finance and Administrative Science, Emerald Group Publishing Limited, vol. 24(47), pages 113-126, February.
    45. Janice Tieguhong Puatwoe & Serge Mandiefe Piabuo, 2017. "Financial sector development and economic growth: evidence from Cameroon," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-18, December.
    46. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    47. Kamel Helali & Khoutem Ben Jedidia & Thouraya Boujelbène, 2021. "Threshold effects of inflation on the financial development-economic growth nexus in Tunisia," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 14(5), pages 438-459.
    48. Khoutem Ben Jedidia & Thouraya Boujelbene Dammak & Helali Kamel, 2019. "Trade-threshold Effect on Inflation in Tunisia: New Evidence Resulting from a Nonlinear Approach," International Economic Journal, Taylor & Francis Journals, vol. 33(1), pages 149-169, January.
    49. Chien-Chiang Lee & Swee Yoong Wong, 2005. "Inflationary Threshold Effects In The Relationship Between Financial Development And Economic Growth: Evidence From Taiwan And Japan," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 30(1), pages 49-69, June.
    50. Muazu Ibrahim & Olufemi Adewale Aluko & Xuan Vinh Vo, 2022. "The role of inflation in financial development–economic growth link in sub-Saharan Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2093430-209, December.
    51. Bhaduri, Saumitra N., 2005. "Investment, financial constraints and financial liberalization: Some stylized facts from a developing economy, India," Journal of Asian Economics, Elsevier, vol. 16(4), pages 704-718, August.
    52. Khaled Batayneh & Wasfi Al Salamat & Mohammad Q.M. Momani & David McMillan, 2021. "The impact of inflation on the financial sector development: Empirical evidence from Jordan," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1970869-197, January.
    53. Rabail Amna Intisar & Muhammad Rizwan Yaseen & Rakhshanda Kousar & Muhammad Usman & Muhammad Sohail Amjad Makhdum, 2020. "Impact of Trade Openness and Human Capital on Economic Growth: A Comparative Investigation of Asian Countries," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    54. Stern, Nicholas, 1989. "The Economics of Development: A Survey," Economic Journal, Royal Economic Society, vol. 99(397), pages 597-685, September.
    55. Kizito Uyi Ehigiamusoe & Hooi Hooi Lean & Jin Hooi Chan, 2020. "Influence Of Macroeconomic Stability On Financial Development In Developing Economies: Evidence From West African Region," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(04), pages 837-856, June.
    56. Mahmoud Sami Nabi, 2019. "Making the Tunisian Resurgence," Springer Books, Springer, number 978-981-13-3771-0, July.
    57. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Mahendhiran Nair, 2016. "Innovation, financial development and economic growth in Eurozone countries," Applied Economics Letters, Taylor & Francis Journals, vol. 23(16), pages 1141-1144, November.
    58. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jagadish Prasad Bist & Nar Bahadur Bista, 2018. "Finance–Growth Nexus in Nepal: An Application of the ARDL Approach in the Presence of Structural Breaks," Vikalpa: The Journal for Decision Makers, , vol. 43(4), pages 236-249, December.
    2. Kizito Uyi Ehigiamusoe & Mohamad Shaharudin Samsurijan, 2021. "What matters for finance‐growth nexus? A critical survey of macroeconomic stability, institutions, financial and economic development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5302-5320, October.
    3. Jagadish Prasad Bist, 2018. "Financial development and economic growth: Evidence from a panel of 16 African and non-African low-income countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1449780-144, January.
    4. Huang, Ho-Chuan & Lin, Shu-Chin & Kim, Dong-Hyeon & Yeh, Chih-Chuan, 2010. "Inflation and the finance-growth nexus," Economic Modelling, Elsevier, vol. 27(1), pages 229-236, January.
    5. Muhammad Arshad Khan & Abdul Qayyum, 2007. "Trade Liberalisation, Financial Development and Economic Growth," PIDE-Working Papers 2007:19, Pakistan Institute of Development Economics.
    6. Gehringer, Agnieszka, 2013. "Financial liberalization, financial development and productivity growth: An overview," Economics Discussion Papers 2013-46, Kiel Institute for the World Economy (IfW Kiel).
    7. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    8. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    9. M. Tariq Majeed & Ayesha Noreen, 2018. "Financial Development and Output Volatility: A Cross-Sectional Panel Data Analysis," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 23(1), pages 97-141, Jan-June.
    10. Vighneswara Swamy & Munusamy Dharani, 2021. "Thresholds in finance–growth nexus: Evidence from G‐7 economies," Australian Economic Papers, Wiley Blackwell, vol. 60(1), pages 1-40, March.
    11. Rosa Capolupo, 2018. "Finance, Investment and Growth: Evidence for Italy," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 47(1), pages 145-186, February.
    12. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    13. Kar, Muhsin & NazlIoglu, Saban & AgIr, Hüseyin, 2011. "Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis," Economic Modelling, Elsevier, vol. 28(1-2), pages 685-693, January.
    14. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Hall, John H. & Norman, Neville R., 2017. "Finance and growth: Evidence from the ARF countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 136-148.
    15. Razzak, Weshah & El Bentour, M, 2020. "The Transitional Dynamic of Finance Led Growth," MPRA Paper 98482, University Library of Munich, Germany.
    16. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    17. Khan, Mohsin S. & Senhadji, Abdelhak S. & Smith, Bruce D., 2006. "Inflation And Financial Depth," Macroeconomic Dynamics, Cambridge University Press, vol. 10(2), pages 165-182, April.
    18. Muhammad Shahbaz & Ijaz Ur Rehman & Ahmed Taneem Muzaffar, 2015. "Re-Visiting Financial Development and Economic Growth Nexus: The Role of Capitalization in Bangladesh," South African Journal of Economics, Economic Society of South Africa, vol. 83(3), pages 452-471, September.
    19. repec:kap:iaecre:v:14:y:2008:i:4:p:422-432 is not listed on IDEAS
    20. Muhammad Arshad Khan & Abdul Qayyum, 2006. "Trade Liberalisation, Financial Sector Reforms, and Growth," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(4), pages 711-731.
    21. Sylviane GUILLAUMONT JEANNENEY & PING HUA & ZHICHENG LIANG, 2006. "Financial Development, Economic Efficiency, And Productivity Growth: Evidence From China," The Developing Economies, Institute of Developing Economies, vol. 44(1), pages 27-52, March.

    More about this item

    Keywords

    Inflation; Economic growth; Smooth transition regression;
    All these keywords.

    JEL classification:

    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jecstr:v:12:y:2023:i:1:d:10.1186_s40008-023-00308-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.