IDEAS home Printed from https://ideas.repec.org/p/fer/resrep/115.html
   My bibliography  Save this paper

Differential Effects of Active Labour Market Programmes in the Early Stages of Young People's Unemployment

Author

Listed:
  • Hämäläinen, Kari
  • Ollikainen, Virve

Abstract

This study evaluates the long-run effects of Finnish active labour market programmes in youth labour markets. The effectiveness of programmes is measured by a number of outcomes, including employment, unemployment, programme participation, education, being out of the labour force and annual earnings. A non-parametric propensity score matching approach adapted for the case of multiple programmes is applied to estimate the average programme effects. Our results point out distinct variation in the success of programmes, and indicate that job placement and labour market training are successful not only in promoting employment but also in increasing the earnings of participants. The largest of all programmes, youth practical training, is not found to have any impacts on young persons? labour market careers. Keywords: active labour market programmes, propensity score, matching, heterogeneous treatment effects JEL classification: C14, J13, J68

Suggested Citation

  • Hämäläinen, Kari & Ollikainen, Virve, 2004. "Differential Effects of Active Labour Market Programmes in the Early Stages of Young People's Unemployment," Research Reports 115, VATT Institute for Economic Research.
  • Handle: RePEc:fer:resrep:115
    as

    Download full text from publisher

    File URL: https://www.doria.fi/handle/10024/148580
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    2. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    3. Markus Frölich, 2004. "Programme Evaluation with Multiple Treatments," Journal of Economic Surveys, Wiley Blackwell, vol. 18(2), pages 181-224, April.
    4. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    5. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    6. Dex, Shirley, et al, 1995. "Cross-National Comparisons of the Labour Force Participation of Women Married to Unemployed Men," Oxford Economic Papers, Oxford University Press, vol. 47(4), pages 611-635, October.
    7. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
    8. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
    9. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
    10. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    11. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Do individual programme effects exceed the costs? Norwegian evidence on long run effects of labour market training," Memorandum 15/2002, Oslo University, Department of Economics.
    12. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    13. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82, February.
    14. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
    15. Guido W. Imbens, 1999. "The Role of the Propensity Score in Estimating Dose-Response Functions," NBER Technical Working Papers 0237, National Bureau of Economic Research, Inc.
    16. Michael Lechner, 1999. "Nonparametric bounds on employment and income effects of continuous vocational training in East Germany," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 1-28.
    17. Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
    18. Barbara Sianesi, 2002. "An evaluation of the Swedish system of active labour market programmes in the 1990s," IFS Working Papers W02/01, Institute for Fiscal Studies.
    19. Jespersen, Svend T. & Munch, Jakob R. & Skipper, Lars, 2008. "Costs and benefits of Danish active labour market programmes," Labour Economics, Elsevier, vol. 15(5), pages 859-884, October.
    20. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Quintini, Glenda & Martin, John P. & Martin, Sébastien, 2007. "The Changing Nature of the School-to-Work Transition Process in OECD Countries," IZA Discussion Papers 2582, Institute of Labor Economics (IZA).
    2. Kelly, Elish & McGuinness, Seamus & O'Connell, Philip J., 2011. "What Can Active Labour Market Policies Do?," Papers EC1, Economic and Social Research Institute (ESRI).
    3. Tuomala, Juha & Hämäläinen, Kari, 2007. "Vocational Labour Market Training in Promoting Youth Employment," Discussion Papers 432, VATT Institute for Economic Research.
    4. Clément Kouadio Kouakou, 2010. "Politique active d'emploi et employabilité des jeunes dans la ville d'Abidjan," Documents de travail 159, Groupe d'Economie du Développement de l'Université Montesquieu Bordeaux IV.
    5. RODOKANAKIS, Stavros & VLACHOS, Vasileios, 2010. "A Non-Experimental Evaluation Of Education And Training In Greece: The Cases Of Northern Aegean And Crete," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(1).
    6. Marco Caliendo & Ricarda Schmidl, 2016. "Youth unemployment and active labor market policies in Europe," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-30, December.
    7. Rainer Eppel & Helmut Mahringer, 2012. "Do wage subsidies work in boosting economic inclusion? Evidence on e," EcoMod2012 4065, EcoMod.
    8. Kluve, Jochen & Fertig, Michael & Jacobi, Lena & Nima, Leonhard & Schaffner, Sandra & Schmidt, Christoph M. & Card, David & Góra, Marek & Jensen, Peter & Leetmaa, Reelika & Patacchini, Eleonora & van , 2005. "Study on the effectiveness of ALMPs: Research project for the European Commission, DG Employment, Social Affairs and Equal Opportunities. Final report," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 69929.
    9. International Monetary Fund, 2007. "Finland: Selected Issues," IMF Staff Country Reports 2007/278, International Monetary Fund.
    10. Rodokanakis Stavros, 2010. "The Dynamics of Regional Labour Markets and Training Programmes: Greek Evidence," European Spatial Research and Policy, Sciendo, vol. 17(1), pages 93-115, June.
    11. Aki Kangasharju, 2007. "Do Wage Subsidies Increase Employment in Subsidized Firms?," Economica, London School of Economics and Political Science, vol. 74(293), pages 51-67, February.
    12. Bartolucci, Francesco & Grilli, Leonardo & Pieroni, Luca, 2012. "Estimating dynamic causal effects with unobserved confounders: a latent class version of the inverse probability weighted estimator," MPRA Paper 43430, University Library of Munich, Germany.
    13. Jochen Kluve, 2006. "The Effectiveness of European Active Labor Market Policy," RWI Discussion Papers 0037, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
    14. World Demographic and Ageing Forum & David Bell & Alison Bowes & Axel Heitmueller, 2007. "Did the Introduction of Free Personal Care in Scotland in a Reduction of Informal Care?," Journal Article y:2007:i:1, World Demographic and Ageing Forum.
    15. Jekaterina Dmitrijeva, 2008. "Does Unemployed Training Increase Individual Employability? Evidence from Latvian Microdata," Documents de recherche 08-04, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    16. Kluve, Jochen, 2010. "The effectiveness of European active labor market programs," Labour Economics, Elsevier, vol. 17(6), pages 904-918, December.
    17. Stavros Rodokanakis & Vasileios A. Vlachos, 2012. "Measuring the Unemployment Risk in Northern Greece from the LFS Micro-Data during the Period 1994-2006," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 4(2), pages 224-246, December.
    18. Stavros Rodokanakis, 2010. "A Non-Experimental Evaluation of Unemployment Risk in Crete and the Ionian Islands: Regional Evidence for Greece," Acta Oeconomica Pragensia, Prague University of Economics and Business, vol. 2010(4), pages 44-63.
    19. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," RWI Discussion Papers 37, RWI - Leibniz-Institut für Wirtschaftsforschung.
    20. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," IZA Discussion Papers 2018, Institute of Labor Economics (IZA).
    21. Virve Ollikainen, 2006. "Gender Differences in Transitions from Unemployment: Micro Evidence from Finland," LABOUR, CEIS, vol. 20(1), pages 159-198, March.
    22. Stavros Rodokanakis & Irini Moustaki, 2010. "Evaluating the risk of unemployment: comparison between the two most populated Greek regions with the entire country," IWE Working Papers 194, Institute for World Economics - Centre for Economic and Regional Studies.
    23. Rodokanakis Stavros, 2009. "Comparing the Probability of Unemployment in Southern Greece Vis-À-Vis the Entire Country," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 12(12), pages 17-43, January.
    24. repec:zbw:rwidps:0037 is not listed 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. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    2. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    3. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    4. Lechner Michael & Miquel Ruth & Wunsch Conny, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, De Gruyter, vol. 8(4), pages 468-509, December.
    5. Michael Lechner, 2004. "Sequential Matching Estimation of Dynamic Causal Models," University of St. Gallen Department of Economics working paper series 2004 2004-06, Department of Economics, University of St. Gallen.
    6. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    7. Hujer, Reinhard & Wellner, Marc, 2000. "The Effects of Public Sector Sponsored Training on Individual Employment Performance in East Germany," IZA Discussion Papers 141, Institute of Labor Economics (IZA).
    8. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    9. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
    10. Lechner, Michael & Wunsch, Conny, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," CEPR Discussion Papers 5924, C.E.P.R. Discussion Papers.
    11. Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).
    12. Lechner, Michael & Smith, Jeffrey, 2007. "What is the value added by caseworkers?," Labour Economics, Elsevier, vol. 14(2), pages 135-151, April.
    13. Jochen Kluve & Boris Augurzky, 2007. "Assessing the performance of matching algorithms when selection into treatment is strong," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 533-557.
    14. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    15. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    16. Stephan, Gesine & Pahnke, André, 2008. "The Relative Effectiveness of Selected Active Labour Market Programmes and the Common Support Problem," IZA Discussion Papers 3767, Institute of Labor Economics (IZA).
    17. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
    18. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
    19. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 2008. "Disentangling Treatment Effects of Active Labor Market Policies: The Role of Labor Force Status Sequences," Labour Economics, Elsevier, vol. 15(6), pages 1270-1295, December.
    20. Barbara Sianesi, 2002. "An evaluation of the Swedish system of active labour market programmes in the 1990s," IFS Working Papers W02/01, Institute for Fiscal Studies.

    More about this item

    Keywords

    Active labour market programmes; propensity score; matching; heterogeneous treatment effects; Labour market; Työmarkkinat; Labor market and policies promoting economic growth; Työmarkkinat ja kasvua tukeva politiikka; C140 - Semiparametric and Nonparametric Methods; J130 - Fertility; Family Planning; Child Care; Children; Youth; J680 - Mobility; Unemployment; and Vacancies: Public Policy (Employment Services);
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:fer:resrep:115. 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: Anita Niskanen (email available below). General contact details of provider: https://edirc.repec.org/data/vatttfi.html .

    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.