The formal/informal employment earnings gap: evidence from Turkey
Abstract
In this study, we examine the formal/informal sector earnings differentials in the Turkish labor market using detailed econometric methodologies and a novel panel data set drawn from the 2006-2009 Income and Living Conditions Survey (SILC). In particular, we test if there is evidence of traditional segmented labor markets theory which postulates that informal workers are typically subject to lower remuneration than similar workers in the formal sector. Estimation of standard Mincer earnings equations at the mean using OLS on a pooled sample of workers confirms the existence of an informal penalty, but also shows that almost half of this penalty can be explained by observable variables. Along wage/self-employment divide, our results are in line with the traditional theory that formal-salaried workers are paid significantly higher than their informal counterparts. Confirming the heterogeneity within informal employment, we find that self-employed are often subject to lower remuneration compared to those who are salaried. Moreover, using quantile regression estimations, we show that pay differentials are not uniform along the earnings distribution. More specifically, we find that informal penalty decreases with the earnings level, implying a heterogeneous informal sector with upper-tier jobs carrying a significant premium and lower-tier jobs being largely penalized. Finally, fixed effects estimation of the earnings gap depict that unobserved individual fixed effects when combined with controls for observable individual and employment characteristics explain the pay differentials between formal and informal employment entirely, thereby implying that formal/informal segmentation may not be a stylized fact of the Turkish labor market as previously thought.Download Info
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.Bibliographic Info
Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 38498.Length:
Date of creation: 01 May 2012
Date of revision:
Handle: RePEc:pra:mprapa:38498
Contact details of provider:
Postal: Schackstr. 4, D-80539 Munich, Germany
Phone: +49-(0)89-2180-2219
Fax: +49-(0)89-2180-3900
Web page: http://mpra.ub.uni-muenchen.de
More information through EDIRC
Related research
Keywords: Earnings gap; formal/informal employment; labor market dynamics; panel data; Turkey;Other versions of this item:
- Aysit Tansel & Elif Oznur Kan, 2012. "The Formal/Informal Employment Earnings Gap: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1210, Koc University-TUSIAD Economic Research Forum.
- Aysýt Tansel & Elif Öznur Kan, 2012. "The Formal/Informal Employment Earnings GAP: Evidence From Turkey," Working Papers 2012/23, Turkish Economic Association.
- Aysit Tansel & Elif Oznur Kan, 2012. "The Formal/Informal Employment Earnings Gap: Evidence From Turkey," ERC Working Papers 1204, ERC - Economic Research Center, Middle East Technical University, revised Apr 2012.
- Tansel, Aysit & Kan, Elif Oznur, 2012. "The Formal/Informal Employment Earnings Gap: Evidence from Turkey," IZA Discussion Papers 6556, Institute for the Study of Labor (IZA).
- J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- O17 - Economic Development, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
- J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-05-08 (All new papers)
- NEP-ARA-2012-05-08 (Arab World)
- NEP-IUE-2012-05-08 (Informal & Underground Economics)
- NEP-LAB-2012-05-08 (Labour Economics)
- NEP-LMA-2012-05-08 (Labor Markets - Supply, Demand, & Wages)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- James J. Heckman & V. Joseph Hotz, 1986. "An Investigation of the Labor Market Earnings of Panamanian Males Evaluating the Sources of Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 507-542.
- Gong, Xiaodong & Van Soest, Arthur & Villagomez, Elizabeth, 2004.
"Mobility in the Urban Labor Market: A Panel Data Analysis for Mexico,"
Economic Development and Cultural Change,
University of Chicago Press, vol. 53(1), pages 1-36, October.
- Gong, X. & Soest, A.H.O. van & Villagomez, E., 2000. "Mobility in the Urban Labor Market: A Panel Data Analysis for Mexico," Discussion Paper 2000-46, Tilburg University, Center for Economic Research.
- Gong, Xiaodong & van Soest, Arthur & Villagomez, Elizabeth, 2000. "Mobility in the Urban Labor Market: A Panel Data Analysis for Mexico," IZA Discussion Papers 213, Institute for the Study of Labor (IZA).
- Arellano, Manuel & Bond, Stephen, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
Review of Economic Studies,
Wiley Blackwell, vol. 58(2), pages 277-97, April.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- James J. Heckman & Sergio Urzua & Edward J. Vytlacil, 2006.
"Understanding Instrumental Variables in Models with Essential Heterogeneity,"
NBER Working Papers
12574, National Bureau of Economic Research, Inc.
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
- Heckman, James J. & Urzua, Sergio & Vytlacil, Edward, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," IZA Discussion Papers 2320, Institute for the Study of Labor (IZA).
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2009. "Understanding Instrumental Variables in Models with Essential Heterogeneity," Working Papers 200941, Geary Institute, University College Dublin.
- Pradhan, M.P. & Soest, A.H.O. van, 1993.
"Formal and informal sector employment in urban areas of Bolivia,"
Discussion Paper
1993-11, Tilburg University, Center for Economic Research.
- Pradhan, Menno & van Soest, Arthur, 1995. "Formal and informal sector employment in urban areas of Bolivia," Labour Economics, Elsevier, vol. 2(3), pages 275-297, September.
- Pradhan, M.P. & Soest, A.H.O. van, 1995. "Formal and informal sector unemployment in urban areas of Bolivia," Open Access publications from Tilburg University urn:nbn:nl:ui:12-80489, Tilburg University.
- Pradhan, M. & Van Soest, A., 1993. "Formal and Informal Sector Employment in Urban Areas of Bolivia," Papers 9311, Tilburg - Center for Economic Research.
- Launov, Andrey & Günther, Isabel, 2006.
"Competitive and Segmented Informal Labor Markets,"
Proceedings of the German Development Economics Conference, Berlin 2006
16, Verein für Socialpolitik, Research Committee Development Economics.
- Isabel Günther & Andrey Launov, 2007. "Competitive and Segmented Informal Labor Markets," Ibero America Institute for Econ. Research (IAI) Discussion Papers 153, Ibero-America Institute for Economic Research.
- Günther, Isabel & Launov, Andrey, 2006. "Competitive and Segmented Informal Labor Markets," W.E.P. - Würzburg Economic Papers 72, University of Würzburg, Chair for Monetary Policy and International Economics.
- Günther, Isabel & Launov, Andrey, 2006. "Competitive and Segmented Informal Labor Markets," IZA Discussion Papers 2349, Institute for the Study of Labor (IZA).
- Gong, Xiaodong & van Soest, Arthur, 2002.
"Wage differentials and mobility in the urban labour market: a panel data analysis for Mexico,"
Labour Economics,
Elsevier, vol. 9(4), pages 513-529, September.
- Gong, Xiaodong & van Soest, Arthur, 2001. "Wage Differentials and Mobility in the Urban Labor Market: A Panel Data Analysis for Mexico," IZA Discussion Papers 329, Institute for the Study of Labor (IZA).
- El Badaoui, Eliane & Strobl, Eric & Walsh, Frank, 2007.
"Is There an Informal Employment Wage Penalty? Evidence from South Africa,"
IZA Discussion Papers
3151, Institute for the Study of Labor (IZA).
- Eliane El Badaoui & Eric Strobl & Frank Walsh, 2008. "Is There an Informal Employment Wage Penalty? Evidence from South Africa," Economic Development and Cultural Change, University of Chicago Press, vol. 56, pages 683-710.
- Badaoui, Eliane & Strobl, Eric & Walsh, Frank, 2008. "Is there an informal employment wage penalty? Evidence from South Africa," Open Access publications from University College Dublin urn:hdl:10197/182, University College Dublin.
- Sangeeta Pratap & Erwan Quintin, 2001.
"Are labor markets segmented in Argentina? a semiparametric approach,"
Center for Latin America Working Papers
0701, Federal Reserve Bank of Dallas.
- Sageeta Pratap & Erwan Quintin, 2002. "Are Labor Markets Segmented in Argentina? A Semiparametric Approach," Working Papers 0202, Centro de Investigacion Economica, ITAM.
- Basch, Michael & Paredes-Molina, Ricardo D., 1996. "Are there dual labor markets in Chile?: empirical evidence," Journal of Development Economics, Elsevier, vol. 50(2), pages 297-312, August.
- Aysit Tansel & Elif Oznur Kan, 2012.
"Labor Mobility Across The Formal/Informal Divide in Turkey: Evidence From Individual Level Data,"
ERC Working Papers
1201, ERC - Economic Research Center, Middle East Technical University, revised Jan 2012.
- Aysit Tansel & Elif Oznur Kan, 2012. "Labor Mobility Across The Formal/Informal Divide in Turkey: Evidence From Individual Level Data," Working Papers 2012/1, Turkish Economic Association.
- Aysit Tansel & Elif Oznur Kan, 2012. "Labor Mobility across the Formal/Informal Divide in Turkey: Evidence from Individual Level Data," Koç University-TUSIAD Economic Research Forum Working Papers 1201, Koc University-TUSIAD Economic Research Forum.
- Tansel, Aysit & Kan, Elif Oznur, 2012. "Labor Mobility across the Formal/Informal Divide in Turkey: Evidence from Individual Level Data," IZA Discussion Papers 6271, Institute for the Study of Labor (IZA).
- Tansel, Aysit & Kan, Elif Oznur, 2011. "Labor mobility across the formal/informal divide in Turkey: evidence from individual level data," MPRA Paper 35672, University Library of Munich, Germany.
- Huu Chi Nguyen & Christophe Nordman & François Roubaud, 2011.
"Who Suffers the Penalty? A Panel Data Analysis of Earnings Gaps in Vietnam,"
Working Papers
DT/2011/15, DIAL (Développement, Institutions et Mondialisation).
- Nordman, Christophe J. & Nguyen, Huu Chi & Roubaud, François, 2011. "Who Suffers the Penalty? A Panel Data Analysis of Earnings Gaps in Vietnam," Proceedings of the German Development Economics Conference, Berlin 2011 60, Verein für Socialpolitik, Research Committee Development Economics.
- Nguyen, Huu Chi & Nordman, Christophe Jalil & Roubaud, François, 2013. "Who Suffers the Penalty? A Panel Data Analysis of Earnings Gaps in Vietnam," IZA Discussion Papers 7149, Institute for the Study of Labor (IZA).
- Paolo Falco & Andrew Kerr & Neil Rankin & Justin Sandefur & Francis Teal, 2010.
"The Returns to formality and Informality in Urban Africa,"
CSAE Working Paper Series
2010-03, Centre for the Study of African Economies, University of Oxford.
- Falco, Paolo & Kerr, Andrew & Rankin, Neil & Sandefur, Justin & Teal, Francis, 2011. "The returns to formality and informality in urban Africa," Labour Economics, Elsevier, vol. 18(S1), pages S23-S31.
- Francis Teal & Justin Sandefur, 2010. "The Returns to Formality and Informality in Urban Africa," Economics Series Working Papers CSAE WPS/2010-03, University of Oxford, Department of Economics.
- Henley, Andrew & Arabsheibani, G. Reza & Carneiro, Francisco G., 2006.
"On defining and measuring the informal sector,"
Policy Research Working Paper Series
3866, The World Bank.
- Henley, Andrew & Arabsheibani, Reza & Carneiro, Francisco G., 2006. "On Defining and Measuring the Informal Sector," IZA Discussion Papers 2473, Institute for the Study of Labor (IZA).
- Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
- Cunningham, Wendy V. & Maloney, William F., 1998.
"Heterogeneity among Mexico's micro-enterprises - an application of factor and cluster analysis,"
Policy Research Working Paper Series
1999, The World Bank.
- Cunningham, Wendy V & Maloney, William F, 2001. "Heterogeneity among Mexico's Microenterprises: An Application of Factor and Cluster Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 50(1), pages 131-56, October.
- Yusuf Soner Baskaya & Timur Hulagu, 2011.
"Informal-Formal Worker Wage Gap in Turkey: Evidence From A Semi-Parametric Approach,"
ERSA conference papers
ersa11p409, European Regional Science Association.
- Yusuf Soner Baskaya & Timur Hulagu, 2011. "Informal-Formal Worker Wage Gap in Turkey : Evidence From A Semi-Parametric Approach," Working Papers 1115, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
- Richard Blundell & Steve Bond, 1995.
"Initial conditions and moment restrictions in dynamic panel data models,"
IFS Working Papers
W95/17, Institute for Fiscal Studies.
- Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- R Blundell & Steven Bond, . "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1994.
"High Wage Workers and High Wage Firms,"
NBER Working Papers
4917, National Bureau of Economic Research, Inc.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
- Abowd, J.M. & Kramarz, F. & Margolis, D.N., 1995. "High-Wage Workers and High-Wage Firms," Cahiers de recherche 9503, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Abowd, J.M. & Kramarz, F. & Margolis, D.N., 1995. "High-Wage Workers and High-Wage Firms," Cahiers de recherche 9503, Universite de Montreal, Departement de sciences economiques.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1994. "High-Wage Workers and High-Wage Firms," CIRANO Working Papers 94s-23, CIRANO.
- Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
- Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
- Olivier Bargain & Prudence Kwenda, 2009.
"The Informal Sector Wage Gap: New Evidence Using Quantile Estimations on Panel Data,"
Working Papers
200916, Geary Institute, University College Dublin.
- Olivier Bargain & Prudence Kwenda, 2009. "The Informal Sector Wage Gap - New Evidence Using Quantile Estimations on Panel Data," Working Papers 200905, School Of Economics, University College Dublin.
- Bargain, Olivier & Kwenda, Prudence, 2009. "The Informal Sector Wage Gap: New Evidence Using Quantile Estimations on Panel Data," IZA Discussion Papers 4286, Institute for the Study of Labor (IZA).
- Henley, Andrew & Arabsheibani, G. Reza & Carneiro, Francisco G., 2009. "On Defining and Measuring the Informal Sector: Evidence from Brazil," World Development, Elsevier, vol. 37(5), pages 992-1003, May.
- Günther, Isabel & Launov, Andrey, 2012. "Informal employment in developing countries," Journal of Development Economics, Elsevier, vol. 97(1), pages 88-98.
- Olivier Bargain & Prudence Kwenda, 2010.
"Is Informality Bad? - Evidence from Brazil, Mexico and South Africa,"
Working Papers
201003, School Of Economics, University College Dublin.
- Bargain, Olivier & Kwenda, Prudence, 2010. "Is Informality Bad? Evidence from Brazil, Mexico and South Africa," IZA Discussion Papers 4711, Institute for the Study of Labor (IZA).
- Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281.
- Marcouiller, Douglas & Ruiz de Castilla, Veronica & Woodruff, Christopher, 1997.
"Formal Measures of the Informal-Sector Wage Gap in Mexico, El Salvador, and Peru,"
Economic Development and Cultural Change,
University of Chicago Press, vol. 45(2), pages 367-92, January.
- Douglas Marcouiller, S.J. & Veronica Ruiz de Castilla & Christopher Woodruff, 1995. "Formal Measures of the Informal Sector Wage Gap in Mexico, El Salvador, and Peru," Boston College Working Papers in Economics 294., Boston College Department of Economics.
- Blunch, Niels-Hugo & Canagarajah, Sudharshan & Raju, Dhushyanth, 2001. "The informal sector revisited : a synthesis across space and time," Social Protection Discussion Papers 23308, The World Bank.
- Jaime Saavedra & Alberto Chong, 1999. "Structural reform, institutions and earnings: Evidence from the formal and informal sectors in urban Peru," The Journal of Development Studies, Taylor and Francis Journals, vol. 35(4), pages 95-116.
- Aysit Tansel, 1999. "Formal Versus Informal Sector Choice of Wage Earners and their Wages in Turkey," Working Papers 9927, Economic Research Forum, revised Sep 1999.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, October.
- Fields, Gary S., 1975. "Rural-urban migration, urban unemployment and underemployment, and job-search activity in LDCs," Journal of Development Economics, Elsevier, vol. 2(2), pages 165-187, June.
- Gindling, T H, 1991. "Labor Market Segmentation and the Determination of Wages in the Public, Private-Formal, and Informal Sectors in San Jose, Costa Rica," Economic Development and Cultural Change, University of Chicago Press, vol. 39(3), pages 584-605, April.
- Mazumdar, Dipak, 1976. "The urban informal sector," World Development, Elsevier, vol. 4(8), pages 655-679, August.
- Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-33, June.
- Maloney, William F, 1999. "Does Informality Imply Segmentation in Urban Labor Markets? Evidence from Sectoral Transitions in Mexico," World Bank Economic Review, World Bank Group, vol. 13(2), pages 275-302, May.
- Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68, pages 571.
- Aysit Tansel, 2001. "Wage Earners, Self Employed and Gender in the Informal Sector in Turkey," Working Papers 0102, Economic Research Forum, revised Jan 2001.
Citations
Lists
This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.Statistics
Access and download statisticsCorrections
When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:38498For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.

