HALICIOGLU, Ferda and Dell’Anno, Roberto (2009): An ARDL model of unrecorded and recorded economies in Turkey.
Purpose: The goal of this paper is twofold: to estimate the unrecorded economy (UE) of Turkey over the period 1987-2007 using a revised version of the currency demand approach and to analyze the relationship between UE and recorded GDP. Design/methodology/approach: we propose to measure UE by the autoregressive distributed lag (ARDL) approach to cointegration analysis. Toda- Yamamoto causality tests are also conducted to identify the relationship between unrecorded and recorded GDP. Findings: This research provides fresh evidence on the size of the UE to the recorded GDP in Turkey which ranges from 10.7% to 18.9% over the estimation period. Moreover, empirical evidence concretely suggests that causality runs from the recorded GDP to the UE. However, there exists a mild reverse causality. Research limitations/implications: Measures of the UE, and particularly those based on monetary approaches, have been criticized on several accounts, including their lack of robustness and weak theoretical foundations (e.g. the velocity of money in the recorded economy and in the UE is the same). Practical implications: The analysis suggests that the UE is pro-cyclical with respect to the recorded GDP. It suggests that the phenomenon of UE is more dangerous when the economy is in expensive phase. Hence, during a positive business cycle it is clearly desirable for government the anti-UE controls should be more effective. Originality/value: The ARDL approach to estimating the size of UE eliminates criticism that the previous currency demand estimations are based on partial adjustment models. Therefore, our econometric selected cointegration methodology and causality test is an improvement over the existing studies.
|Item Type:||MPRA Paper|
|Original Title:||An ARDL model of unrecorded and recorded economies in Turkey|
|Keywords:||Unrecorded economy, Currency demand approach, ARDL model, Economic Development, Turkey.|
|Subjects:||C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C22 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
E - Macroeconomics and Monetary Economics > E2 - Macroeconomics: Consumption, Saving, Production, Employment, and Investment > E26 - Informal Economy; Underground Economy
|Depositing User:||Ferda HALICIOGLU|
|Date Deposited:||08. Oct 2010 11:13|
|Last Modified:||11. Feb 2013 11:30|
Ahumada, H., Alvaredo, F. and Canavese, A. (2007), “The monetary method and the size of the shadow economy: a critical assessment”. Review of Income and Wealth, Vol. 53, No. 2, pp. 363–371.
Ahumada, H., Alvaredo, F. and Canavese, A. (2008), “The monetary method to measure the shadow economy: The forgotten problem of the initial conditions”. Economics Letters, Vol. 101, No.2, pp. 97-99.
Akalin, G. and Kesikoglu, F. (2007), “Türkiye’de kayitdişi ekonomi ve büyüme ilişkisi”. ZKÜ Sosyal Bilimler Dergisi, Vol. 5, pp. 71-87.
Adam, M. and Ginsburgh, V. (1985), “The Effects of Irregular Markets on Macroeconomic Policy: Some Estimates for Belgium”, European Economic Review, Vol. 29, No.1, pp. 15-33.
Asea, P.K. (1996), “The Informal Sector: Baby or Bath Water?”. Carnegie-Rochester Conference Series on Public Policy, Vol. 45, pp. 163-171.
Bahmani-Oskooee, M. and Tankui, A. (2008), “The black market exchange rate vs. the official rate in testing PPP: which rates fosters the adjustment process?”. Economics Letters, Vol. 99, pp.40-43.
Bahmani-Oskooee, M., Economidou, C. and Goswami, G. G. (2005), “How sensitive are Britain’s inpayments and outpayments to the value of British pound”. Journal of Economic Studies, Vol.32, No.6, pp.455-467.
Bahmani-Oskooee, M. and Goswami, G. G., (2003), “A disaggregated approach to test the J-curve phenomenon: Japan versus her major trading partners”. Journal of Economics and Finance 27, 102-113.
Blades, D. and Roberts, D. (2002), “Measuring the non-observed economy”. OECD Statistic Brief, November, No. 3. Bhattacharyya, D.K. (1999), “On the Economic Rationale of Estimating the Hidden Economy”, Economic Journal, Vol. 109, No. 456, pp. 348-359.
Bovi, M. and Dell’Anno, R. (2009), “The Changing Nature of the OECD Shadow Economy”. Forthcoming Journal of Evolutionary economics. Central Bank of Turkey. Online data delivery system (January 2009). http://evds.tcmb.gov.tr/
Çetintaş, H. and Vergil H. (2004), “Causality between measured Economy and underground Economy”. Yapi kredi Economic Review, Vol. 15, pp. 21-28.
Çetintaş, H. and Vergil H. (2003), “Türkiye’de Kayıtdışı Ekonominin Tahmini”. Doğuş Üniversitesi Dergisi, Vol. 4, No. 1, pp. 15-30.
Chen, M. (2007). Rethinking the Informal Economy: Linkages with the Formal Economy and the Formal Regulatory Environment. Working paper n. 46. United Nations, Department of Economic and Social Affairs.
Chong, A. and Gradstein, M. (2007), “Inequality and Informality”, Journal of Public Economics, Vol. 9, pp. 159-79.
Cowell, F.A. (1990), Cheating the government: The economics of Evasion, MIT Press, Cambridge, MA. Dabla-Norris, E. and Feltenstein, A. (2005), “The Underground Economy and Its Macroeconomic Consequences”. Journal of Policy Reform, Vol. 8, pp. 153-74.
Davutyan, N. (2008), “Estimating the size of Turkey's informal sector: an expenditure-based approach”. Journal of Economic Policy Reform, Vol. 11, No. 4, pp. 261-271.
Dell’Anno, R. (2003), Estimating the Shadow Economy in Italy: a Structural Equation Approach, Working paper 2003-7, Department of Economics, University of Aarhus, DK.
Dell’Anno, R. (2007), “The Shadow Economy in Portugal: an analysis with the MIMIC approach”. Journal of Applied Economics, Vol. 10, No. 2, pp. 253-277.
Dell’Anno, R., Gomez, M. and Alanon, A. (2007), “Shadow Economy in three different Mediterranean Countries: France, Spain and Greece. A MIMIC Approach”. Empirical Economics, Vol. 33, No. 1, pp. 51-84.
Dell’Anno, R. (2008), “What is the relationship between Unofficial and Official Economy? An analysis in Latin American Countries”. European Journal of Economics, Finance and Administrative Sciences, Vol. 12, pp. 185-203.
De Soto, H. (1989), The Other Path. The Invisible revolution in the Third World, Harper and Row; USA: New York.
Dickey, D. A. and Fuller, W. A. (1981), “Likelihood ratio statistics for autoregressive time series with a unit root”. Econometrica, vol. 49, pp. 1057-1072.
Dreher, A., Méon, P. and Schneider, F. (2007), The devil is in the shadow Do institutions affect income and productivity or only official income and official productivity? CESifo Working Paper No. 2150. Center for Economic Studies and Ifo Institute for Economic Research: Munich.
Eilat, Y. and Zinnes, C. (2000), The Evolution of the Shadow Economy in Transition Countries: Consequences for Economic Growth and Donor Assistance. CAER II Discussion Paper No. 83. Harvard Institute for International Development. Cambridge, MA.
Enste, D.H. (2003), “Shadow Economy and Institutional Change in Transition Countries”, in: B. Belev (Eds). The informal economy in the EU accession countries: size, scope, trends and challenges to the process of EU enlargement. Centre for the Study of Democracy, Sofia, pp. 81-113.
Engle, R.F. and C.W.J. (1987), “Cointegration and Error-Correction: Representation, Estimation and Testing”. Econometrica, 55, pp.251-276.
Feige, E. L. (1979), “How big is the irregular economy?”. Challenge, Vol. 22, No. 1, pp. 5-13.
Feige, E.L. and McGee, R.T. (1989), “Policy Illusion, Macroeconomic Instability, and the Unrecorded Economy”, in: E.L. Feige (Eds.) The Underground Economies: Tax Evasion and Information Distortion (Cambridge University Press, Cambridge).
Fisher, I. (1911), The purchasing power of money: its determinants and relation to credit, interest and crises. The Macmillan Company, New York, NY.
Frey, B. and Weck-Hanneman, H. (1984), “The Hidden Economy as an “Unobservable” variable”. European Economic Review, Vol. 26, No. 1, pp. 33-53.
Friedman, E., Johnson, S., Kaufmann, D. and Zoido-Lobaton, P. (2000), “Dodging the Grabbing Hand: The Determinants of Unofficial Activity in 69 Countries”. Journal of Public Economics, Vol. 76, pp. 459-494.
Galli, R. and Kucera, D. (2003), Informal Employment in Latin America: Movements over Business Cycles and the Effects of Worker Rights. International Institute for Labour Studies Discussion Paper, No. 145. Decent Work Research Program, ILO. Geneva.
Giles, D.E.A. (1999a), “The rise and fall of the New Zealand underground economy: are the responses symmetric?”. Applied Economics Letters, Vol. 6, pp. 185-189.
Giles, D.E.A. (1999b), Modeling the hidden Economy in the Tax-gap in New Zealand. Working Paper 99-05, Department of Economics, University of Victoria, Canada.
Giles, D.E.A. and Tedds, L.M. (2002), Taxes and the Canadian Underground Economy (Canadian Tax paper n.106. Canadian Tax Foundation. Canada: Toronto).
Giles, D.E.A., Tedds, L.M. and Werkneh, G.T. (2002), “The Canadian underground and measured economies”, Applied Economics, Vol. 34, No. 4, pp. 2347-2352.
Halicioglu, F. (1999), “ The Black Economy in Turkey: An Empirical Investigation”, The Review of Political Sciences of Ankara University, Vol. 53, pp. 175-191.
Hametner, B. and Schneider, F. (2007), The shadow economy in Colombia: size and effects on economic growth. Working Paper 2007-03, Department of Economics, Johannes Kepler University Linz, Austria.
Harris, J.R. and Todaro, M.P. (1970), “Migration, Unemployment, and Development: A Two Sector Analysis”. American Economic Review, Vol. 60, No. 1, pp. 126–142.
Ihrig, J. and Moe, K.S. (2000), “The influence of government policies on informal labor: implications for long run growth”. The Economist, Vol. 148, No. 3, pp. 331–343.
Ihrig, J. and Moe, K.S. (2004), “Lurking in the shadows: the informal sector and government policy”. Journal of Development Economics, Vol. 73, pp. 541-557.
IMF. International Financial Statistics, various issues, Washington, D.C.
Johnson, S., Kaufmann, D. and Zoido-Lobaton, P. (1998), “Regulatory Discretion and the Unofficial Economy”. American Economic Review, Vol. 88, pp. 387-392.
Johnson, S., Kaufmann, D. and Zoido-Lobaton, P. (1999), Corruption, Public Finances and the Unofficial Economy, World Bank Working Paper. N. 2169.
Kalyoncu, H. and Yucel, F. (2006), “An analytical approach on defense expenditure and economic growth: the case of Turkey and Greece”, Journal of Economic Studies, Vol.33, No.5, pp.336-343.
Karanfil, F. (2008), “Energy consumption and economic growth revisited: Does the size of unrecorded economy matter?”. Energy Policy, Vol. 36, pp. 3019–3025.
Karanﬁl, F. and Ozkaya, A. (2007), “Estimation of real GDP and unrecorded economy in Turkey based on environmental data”. Energy Policy, Vol. 35, pp. 4902–4908.
Kasnakoğlu, Z. (1993), “Monetary Approach to the Measurement of Unrecorded Economy in Turkey”. METU Studies in Development, Vol. 20, pp. 87-111.
Kaufmann, D. and Kaliberda, A. (1996), Integrating the Unofficial Economy into the Dynamics of Post-Socialist Economies: A Framework of Analysis and Evidence, in: B. Kaminski (Ed) Economic Transition in the Newly Independent States (M.E. Sharpe Press. Armonk, New York).
Love, J. and Chandra, R. (2005), “Testing export-led growth in South Asia”, Journal of Economic Studies, Vol.32, No.2, pp.132-145.
Loayza, N.V. (1996), “The economics of the informal sector: a simple model and some empirical evidence from Latin America”, Carnegie-Rochester Conference Series on Public Policy, Vol. 45, pp. 129-162.
Lubell, H. (1991), The Informal Sector in the 1980s and 1990s. OECD, Paris.
Mackinnon, J.G. (1991), Critical value for cointegration tests. In: R. F. Engel and C. W. Granger (Eds.). Long run relationships: readings in cointegration Oxford University Press, Oxford, pp. 267-287.
Mohamadi, H., Cak, H. and Cak, D. (2008), “Wagner’s hypothesis: new evidence from Turkey using the bounds testing approach”, Journal of Economic Studies, Vol. 35, No.1, pp.94-106.
Moser, C.N. (1978), “Informal sector or petty commodity production: Dualism or independence in urban development”. World Development, Vol. 6, pp. 1041-1064.
Narayan, P.K., Narayan, S. Prasad, B.C., and Prasad, A. (2005), “Export-led growth hypothesis: evidence from Papua New Guinea and Fiji”, Journal of Economic Studies, Vol.34, No.4, pp.341-351.
Narayan, P.K., (2005), “The Saving and investment nexus for China: evidence from cointegration tests”. Applied Economics, Vol. 37, pp. 1979-1990.
Narayan, S. and Narayan, S. (2005), “An empirical analysis of Fiji’s import demand function”, Journal of Economic Studies, Vol. 32, No.2, pp.158-168.
Öğünç, F. and Yılmaz, G. (2000), Estimating Underground Economy in Turkey, Central Bank-Republic of Turkey, Discussion Paper.
Ott, K. (2002), The Underground Economy in Croatia. Occasional paper n. 12. Institute of Public Finance. Croatia (http://www.ijf.hr/ops/PDF/ijf-ocp12.pdf).
Papapetrou, E. (2001), “Bivariate and multivariate tests of inflation-productivity Granger-temporal causal relationship: evidence from Greece”, Journal of Economic Studies, Vol.28, No.3, pp.213-226.
Pedersen, S. (1998), The Shadow Economy in Western Europe, Measurement and Results for selected Countries. The Rockwool Foundation Research Unit. Copenhagen.
Pesaran, M. H., Shin, Y. and Smith, R.J. (2001), “Bounds testing approaches to the analysis of level relationships”. Journal of Applied Econometrics, Vol. 16, pp. 289-326.
Phillips, P.C.B. and Perron, P. (1988), “Testing for a unit root in time series regression”. Biometrika, Vol. 75, pp. 335-346.
Portes, A., Castells, M. and Benton, L.A. (1989), (Eds) The Informal Economy: Studies in Advanced and Less Developed Countries. Johns Hopkins University Press: Baltimore.
Savaşan, F. (2003), “Modeling the Underground Economy in Turkey: Randomized Response and MIMIC Models”, The Journal of Economics, Vol. 29, No. 1, pp. 49-76.
Schneider, F. (2003), The development of the Shadow Economies and Shadow Labor Force of 22 Transition and 21 OECD Countries. IZA discussion paper, n. 514. Institute for the Study of Labor: Bonn.
Schneider, F. (2005), “Shadow economies around the world: what do we really know?”. European Journal of Political Economy, Vol. 21, pp. 598-642.
Schneider, F. and Enste, D.H. (2000), “Shadow Economies: Size, Causes, and Consequences”. Journal of Economic Literature, Vol. 38, pp. 77-114.
Schneider, F. and Klinglmair, R. (2004), Shadow Economies around the World: What Do We Know? CESifo Working Paper No. 0403. Center for Economic Studies and Ifo Institute for Economic Research: Munich.
Schneider, F. and Sarvasan, F. (2007), “Dymimic Estimates of the Size of Shadow Economies of Turkey and of Her Neighbouring Countries”. International Research Journal of Finance and Economics, Vol. 9, pp.126-143.
Simanjuntak, J. M. (2008). Currency Demand Modeling In Estimating The Underground Economy: A Critique on ‘Excess Sensitivity’ Method and Support for VAR Framework. Working Papers in Economics and Development Studies, n. 2008/06. Department of Economics, Padjadjaran University, Indonesia.
State Planning Organization of Turkey. Main economic and social indicators, Ankara.
Tedds, L.M. (2005), The Underground Economy in Canada, in: C. Bajada and F. Schneider (Eds.) Size, Causes and Consequences of the Underground Economy (Ashgate Publishing: UK).
Temel, A., Şimşek, A. and Yazıcı, K. (1994), “Kayıtdışı Ekonomi Tanımı. Tespit Yöntemleri ve Türk Ekonomisindeki Büyüklüğü”, Ekonomik Modeller ve Stratejik Araştırmalar Genel Müdürlüğü, DPT.
Thomas, J. (1992), Informal Economic Activity. LSE Handbooks in Economics, University of Michigan Press. USA: Ann Arbor.
Toda, H.Y. and Yamamoto, T. (1995), “Statistical inference in vector autoregressions with possibly integrated processes”. Journal of Econometrics, Vol. 66, pp. 225-250. Turkish Statistical Institute. Annual Statistics, various issues, Ankara.
Turnham, D., Salomé, B. and Schwarz, A. (1990), The Informal Sector Revisited. OECD, Paris.
Us, V. (2004), Kayıtdışı Ekonomi Tahmini Yöntem Önerisi: Türkiye Örneği, Türkiye Ekonomi Kurumu, 2004/17.
Valadkhani, A. and Chancharat, S. (2008), “Dynamic linkages between Thai and international stock markets”, Journal of Economic Studies, Vol.35, No.5, pp.425-441.
Yayla, M. (1995), “Unrecorded Economy in Turkey”, Master’s Thesis, Middle East Technical University. Ankara.
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