Characterisation and Dating of the Tunisian Business Cycle – Using a Non-Parametric Approach

Wissem Rabhi

doi:10.15611/fins.2025.2.03

Authors

Wissem Rabhi ✉️ University of Sfax
wissem.rabhi@yahoo.fr https://orcid.org/0009-0006-5058-777X

DOI:

https://doi.org/10.15611/fins.2025.2.03

Keywords:

sectoral business cycle, BBQ (Bry Boschan Quarterly) algorithm, turning points, historical dating, Tunisia

Abstract

Aim: The study aimed to identify the characteristics of cyclical fluctuations in the Tunisian economy.

Methodology: To examine the main characteristics of cyclical fluctuations in the Tunisian economy, the author used the non-parametric method of Harding and Pagan (2003) for the quarterly series of real GDP and by sector over the period from January 2001 to December 2015.

Findings: The results of the analysis suggest that the Tunisian business cycle is divided into five recessionary phases, and that certain GDP cycles are marked as minor cycles with average durations ranging from 1.5 to 4 years. Nevertheless, the longest expansion phases were observed in the manufacturing, non-manufacturing and public administration services sectors, with duration of five quarters. The turning points in certain GDP sectors (market and non-market activities and financial services) demonstrate higher peaks and troughs throughout the study period in comparison to aggregate GDP.

Implications: The study provides a better understanding of the characteristics of the Tunisian economy by sector in light of the growing global economic crises.

Originality/value: This study is important in terms of predicting any slowdown in economic activity with the utmost accuracy in order to mitigate its effects or anticipate recovery periods regarding the recurring global crises. Identifying turning points in the cyclical fluctuations in the Tunisian economy is an essential element in diagnosing economic conditions. Cyclical analysis has become an important decision support tool for decision makers.

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References

Abraham-Frois, G. (1995). Les fluctuations économiques. Economica.

Abraham-Frois, G. (2002). Cycles et fluctuations économiques. L'Économie, le Travail, l'Entreprise, 59-70. https://doi.org/10.3917/oj.unive.2002.07.0059.

African Development Bank. (2013). Towards a new economic model for Tunisia: Identifying Tunisia's Binding Constraints to Broad-Based Growth. The new AfDB report, prepared in collaboration with the United States Government and the Government of Tunisia.

Anas, J., & Ferrara, L. (2002). Un indicateur d'entrée et sortie de récession: application aux Etats-Unis. Document de travail du CODE, 58, 1-56. https://mpra.ub.uni-muenchen.de/id/eprint/4043

Arnaud, F. (2006). Package Datation.

Baccouche, R., Gouaied, M., & Bouaziz, R. (1997). Croissance potentielle et fluctuations conjoncturelles en Tunisie. Économie Internationale, 69.

Banque mondiale. (2014). La révolution inachevée, créer des opportunités, des emplois de qualité et de richesse pour tous les tunisiens. Synthèse revue des politiques de développement.

Bavaria, A. (2022). Indian Business Cycle Chronology-An Update. Prajnan: Journal of Banking and Financial Management, 51(1). https://doi.org/10.1177/0970844820220105

Baxter, M., & King, R. G. (1999). Measuring business cycles: Approximate band-pass filters for economic time series. The Review of Economics and Statistics, 81(4), 575-593. https://doi.org/10.1162/003465399558454

Ben Jelili, R., (2024). Is Tunisia’s democracy on its deathbed? Social capital, economic insecurity and attitudes toward democracy. Canadian Journal of Development Studies, 45(3), 427-446. https://doi.org/10.1080/02255189.2024.2372396

Ben Romdhane, M. (2011). Tunisie Etat, économie et société: Ressources politiques, légitimation et régulations sociales. Publisud.

Ben Romdhane, H., & Bouaziz, R. (2021). Climate Change and Business Cycle Case of Tunisia. Working Paper Series, 1-2021.

Bhoury, M., & Mouha, M. S. (2015). Characteristics of Tunisian Business Cycle and International Synchronisation. Central Bank of Tunisia, Working Paper, 16.

Boughrine, R., & Achouche, M. (2017). Cycles économiques en Algérie: Identification et caractérisation. Les Cahiers du Cread, 33(121).

Bry, G., & Boschan, C. (1971). Cyclical Analysis of Time Series Selected Procedures and Computer Programs, Technical Paper no. 20. National Bureau of Economic Research (NBER). (pp. 7-63). http://www.nber.org/chapters/c2148

Burns, A. F., & Mitchell, C. W. (1946). Measuring Business Cycles. National Bureau of Economic Research (NBER).

Chebbi, A., & Knani, R. (2013). Déterminants de la synchronisation des cycles en Tunisie: Une approche par les modèles ADL. Revue d’économie théorique et appliquée, 3(1), 23-48.

Christiano, L. J., & Fitzgerald, T. J. (1999). The band pass filter, NBER. Working Paper, 99-06.

Christoffersen, P. (2000). Dating the Turning Points of Nordic Business Cycles. EPRU Working Paper, 00/13. http://dx.doi.org/10.2139/ssrn.249613

Damette, O., & Rabah, Z. (2010). La datation du cycle français: Une approche probabiliste. Revue française d’économie, 24, 135-163.

Diop, P. L. (2000). Estimation de la production potentielle de l’UEOMA. Notes d’Information et Statistiques, 506.

Donadelli, M., Kizys, R., & Riedel, M. (2017). Dangerous infectious diseases: Bad news for main street, good news for wall street. Journal of Financial Markets, 35, 84-103. https://doi.org/10.1016/j.finmar.2016.12.003

Elachhab, F. (2007). Les cycles économiques en Tunisie: Identification, caractérisation et comparaison internationale. Économie internationale, 2(110), 31-61.

Elachhab, F. (2010). Les Déterminants de la synchronisation cyclique Tunisie-Zone Euro. Revue de l’OFCE, 115(4), 3-62. https://shs.cairn.info/revue-de-l-ofce-2010-4-page-33?lang=fr

ElAlaoui, A., (2015). Identifying and characterizing the business cycle: The case of Morocco. The Journal of North African Studies, 20(3), 415-431. https://doi.org/10.1080/13629387.2015.1025060

Elguellab, A., Rifi, S., & Zafri, M. (2014). Les cycles de la conjoncture économique au Maroc: Datation et caractérisation sur la période 1980-2012. Les Cahiers Du Plan, 47, 4-38. https://doi.org/10.34874/PRSM.cahiers-du-plan-i47.46297

Fanchy, H., El Mzabi, A., & Hefnaoui, A. (2024). Dating Moroccan Business Cycle. African Scientific Journal, 3(26), 0842-0856. https://doi.org/10.5281/zenodo.14036016

Francisco-Xavier, L. (2025). Spanish Recessions 1850-2023: A Business Cycle Accounting Analysis. International Review of Economics and Finance. http://dx.doi.org/10.2139/ssrn.5427936

Gehringer, T., & Mayer, T. (2021). Measuring the Business Cycle Chronology with a Novel Business Cycle Indicator for Germany. Journal of Business Cycle Research, 17, 71-89. https://doi.org/10.1007/s41549-021-00054-6

Harding, D., & Pagan, A. (2003). A comparison of two business cycle dating methods. Journal of Economic Dynamics & Control, 2, 1681-1690. https://doi.org/10.1016/S0165-1889(02)00076-3

Hodrick, R. J., & Prescott, C. E. (1997). Postwar U.S. Business Cycles: An Empirical Investigation. Journal of Money, Credit and Banking, 29, 1-16. https://doi.org/10.2307/2953682

ITCEQ. (2019). La croissance économique de la Tunisie: Un potentiel décroissant ? Tribune de l’ITCEQ, 23.

Jeerawadee, P. (2025). Conceptualizing economic leading indicators for early warning of Thailand's business cycle turning points. Statistical Journal of the IAOS. 41(3). https://doi.org/10.1177/18747655251335753

Juliot, M. B., & Landry, B. J. (2018). Caractérisation et datation des cycles économiques des pays de la CEEAC: Une approche non paramétrique. BEAC Working Paper ─ BWP (03).

Kaur, S. (2019). Business Cycle Chronology For Indian Economy. Indian Journal of Industrial Relations, 55(2), 233-247. https://www.jstor.org/stable/27124714

Lucas, R. E. (1977). Understanding Business Cycles. Carnegie Rochester Conference Series on Public Policy, 5, 7-46. https://link.springer.com/chapter/10.1007/978-1-349-24002-9_17

Male, R. (2011). Developing Country Business Cycles: Characterizing the Cycle. Emerging Markets Finance and Trade, 47(2), 20-39. https://doi.org/10.2753/REE1540-496X4703S202

Medhioub, I., & Mraïhi, R. (2011). Tunisian Business Cycle Synchronization with the Euro-Mediterranean Partner Countries. International Journal of Economics and Finance, 3(3), 267-276. https://doi.org/10.5539/ijef.v3n3p267

Menounga, F. P. & Akoa, A. M. (2023). Synchronisation cyclique globale entre les économies subsahariennes et les économies avancées. Munich Personal RePEc Archive (MPRA Paper), 117438. https://mpra.ub.uni-muenchen.de/id/eprint/117483

Mintz, I. (1969). Dating Postwar Business Cycles: Methods And Their Application To Western Germany, 1950-1967. National Bureau of Economic Research (NBER).

Mönch, M., & Uhlig, H. (2005). Towards a Monthly Business Cycle Chronology for the Euro Area. SFB 649 Discussion Paper, 23. https://hdl.handle.net/10419/25042

Morrison, C., & Talbi, B. (1996). La croissance de l’économie tunisienne en longue période. Centre de développement de l’OCDE.

Mossadak, A., (2025). Dating the business cycle of the morrocan economy over the period (1980-2024). Revue des Etudes Multidisciplinaires en Sciences Économiques et Sociales, 10(2).

Nafalana, R. D., & Kartikasari, M. D., (2023). Predicting Stock Markets Using Binary Logistic Regression Based on Bry-Boschan Algorithm. Journal Varian, 6(2), 127-136.

Pacella, C. (2021). Datation du cycle économique de la zone euro: une évaluation. Document de travail de la Banque d'Italie, 1332. http://dx.doi.org/10.2139/ssrn.3852808

Rand, J., & Tarp, F. (2002). Business Cycles in Developing Countries: Are they different? World Development, 30(12), 2071-2088. https://doi.org/10.1016/S0305-750X(02)00124-9

Rouy, J-P. (1995). L'identification des cycles sectoriels de la production manufacturière en France. Économie et prévision, 120, 95-119.

Tüzen, M. F., Nuray, F. A. K., & Kuru, I. (2022). Determining the business cycle of Turkey. Romanian Statistical Review, 1, 40-45.

Verne, J. F. (2011). Les principales caractéristiques du cycle économique et de la croissance tendancielle au Liban. L’actualité économique, 87(2), 117-136. https://doi.org/10.7202/1007618ar

Wilmots, A. (2003). De Bourguiba à Ben Ali l’étonnant parcours économique de la Tunisie (1960-2000), Essai. Editions L’Harmattan.

World Bank. (2011). Global Economic Prospects: Navigating strong currents, 2.

World Bank. (2014).The Unfinished Revolution Bringing Opportunity, Good Jobs And Greater Wealth To All Tunisians. Synthesis Development Policy Review.

Yves, F., & Ndongo, O. (2006). Datation du Cycle du PIB Camerounais entre 1960 et 2003. Munich Personal RePEc Archive (MPRA Paper), 552. https://mpra.ub.uni-muenchen.de/id/eprint/552

Zouari, A. (2018). Toward a redesign of Tunisian-European relations or how to enable Tunisia to be successful in its economic transition. Maghreb ─ Machrek, 3(237-238), 61-78. https://doi.org/10.3917/machr.237.0061