1. Predictive Algorithms in the Delivery of Public Employment Services. (2021). Bonoli, Giuliano ; Kortner, John .
   In: SocArXiv.
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2. Profiling, Targeting, Algorithmen, künstliche Intelligenz – über die Irrwege einer Debatte in der Arbeitsmarktpolitik. (2020). Bachberger-Strolz, Kerstin.
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3. The usefulness of experiments. (2018). Smith, Jeffrey.
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4. A Nonparametric Method for Predicting Survival Probabilities. (2015). van der Klaauw, Bas ; Vriend, Sandra .
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5. The Transition from Short- to Long-Term Unemployment: A Statistical Profiling Model for Ireland. (2012). O'Connell, Philip ; McGuinness, Seamus ; Kelly, Elish ; OConnell, Philip J..
   In: The Economic and Social Review.
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6. Mikroökonometrie und Kausalität: Zur Bedeutung arbeitsmarktpolitischer Evaluationsstudien. (2011). Hujer, Reinhard.
   In: AStA Wirtschafts- und Sozialstatistisches Archiv.
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7. Non-public provision of active labor market programs in Arab- Mediterranean countries : an inventory of youth programs. (2010). Semlali, Amina ; Angel-Urdinola, Diego ; Brodmann, Stefanie .
   In: Social Protection and Labor Policy and Technical Notes.
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8. A Statistical Profiling Model of Long-Term Unemployment Risk in Ireland. (2010). O'Connell, Philip ; McGuinness, Seamus ; Kelly, Elish.
   In: Papers.
   RePEc:esr:wpaper:wp345.

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9. Targeting Labour Market Programmes - Results from a Randomized Experiment. (2009). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
   In: Swiss Journal of Economics and Statistics (SJES).
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10. Employment in Poland 2007: Security on flexible labour market. (2008). Magda, Iga ; Lewandowski, Piotr ; Koloch, Grzegorz ; Baranowska-Rataj, Anna ; Sarzalska, Malgorzata ; Bober, Magda ; Bukowski, Maciej ; Zawistowski, Julian ; Bieliski, Jacek ; Szydlowski, Arkadiusz .
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11. Active labour market policy in East Germany: waiting for the economy to take off. (2007). Wunsch, Conny ; Lechner, Michael.
    In: Kiel Working Papers.
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12. Targeting Labour Market Programmes - Results from a Randomized Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: University of St. Gallen Department of Economics working paper series 2007.
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13. Targeting Labour Market Programmes: Results from a Randomized Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp3085.

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14. Targeting Labour Market Programmes - Results from A Randomised Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:6537.

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15. Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off. (2006). Wunsch, Conny ; Lechner, Michael.
    In: University of St. Gallen Department of Economics working paper series 2006.
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16. Statistical treatment choice: an application to active labour market programmes. (2006). Frölich, Markus ; Frolich, Markus.
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17. Statistical Assistance for Programme Selection - For a Better Targeting of Active Labour Market Policies in Switzerland. (2006). Frolich, Markus.
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18. Identifying Effect Heterogeneity to Improve the Effiency of Job Creation Schemes in Germany?. (2005). Thomsen, Stephan ; Caliendo, Marco ; Hujer, Reinhard.
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19. Relative Supply and Demand for Skills in Switzerland. (2005). Puhani, Patrick.
    In: Swiss Journal of Economics and Statistics (SJES).
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20. Identifying effect heterogeneity to improve the efficiency of job creation schemes in Germany. (2005). Thomsen, Stephan ; Caliendo, Marco ; Hujer, Reinhard.
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21. Profiling the Unemployed: An Analysis of the Galway and Waterford Live-Register Surveys. (2005). O'Connell, Philip J. ; Layte, Richard .
    In: Research Series.
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22. A Danish Profiling System. (2004). Svarer, Michael ; Rosholm, Michael ; Hammer, Bo.
    In: CAM Working Papers.
    RePEc:kud:kuieca:2004_22.

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23. A Danish Profiling System. (2004). Svarer, Michael ; Rosholm, Michael ; Hammer, Bo.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp1418.

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24. A Danish Profiling System. (2004). Svarer, Michael ; Rosholm, Michael ; Hammer, Bo.
    In: Economics Working Papers.
    RePEc:aah:aarhec:2004-13.

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1. BERGER, MARK C., DAN BLACK and JEFFREY SMITH (2000), Evaluating Profiling as a Means of Allocating Government Services, University of Maryland.

2. COLPITTS, TERRY (2002), Targeting Reemployment Services in Canada: The Service and Outcome Measurement System (SOMS) Experience, in: Randall W. Eberts, Christopher J. OLeary and Stephen A. Wandner (eds.), Targeting Employment Services, Kalamazoo, Michigan, p. 283-301.

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4. DEETYA Department of Employment, Education, Training and Youth Affairs (1998), The Early Identification of Jobseekers who are at Greatest Risk of Long-Term Unemployment in Australia, in: OECD: Early Identification of Jobseekers at Risk of Long-Term Unemploymen: The Role of Profiling, Paris, p. 31-61.
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5. DICKINSON, KATHERINE P., SUZANNE D. KREUTZER and PAUL T. DECKER (1997), Evaluation of Worker Profiling and Reemployment Services System, USA Department of Labor.
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6. EBERTS, RANDALL W. and CHRISTOPHER J. OLEARY (2002), A Frontline Decision Support System for Georgia Career Centers, W. E. Upjohn Institute for Employment Research.

7. GERFIN, MICHAEL and MICHAEL LECHNER (2002), Microeconometric Evaluation of the Active Labour Market Policy in Switzerland, The Economic Journal, 112, p. 854-893.

8. GERFIN, MICHAEL, MICHAEL LECHNER and HEtDI STEIGER (2002), Does subsidised temporary employment get the unemployed back to work? An econometric analysis of two different schemes, Discussion Paper, University of St. Gallen.

9. HORRACE, WILLIAM C. and PETER SCHMIDT (2000), Multiple Comparisons with the Best, with Economic Applications, Journal of Applied Econometrics, 15, p. 1-26.

10. LALIVE, RAFAEL, JAN C. VAN OURS and JOSEF ZWEIMULLER (2002), The Impact of Active Labor Market Programs on the Duration of Unemployment, IEW Discussion Paper, 41, University of Zurich.

11. LECHNER, MICHAEL (2001), Identification and Estimation of Causal Effects of Multiple Treatments under the Conditional Independence Assumption, in: Michael Lechner and Friedhelm Pfeiffer (eds.), Econonietric Evaluation of Labour Market Policies, Heidelberg, p. 43-58.

12. LECHNER, MICHAEL and JEFFREY SMITH (2003), What is the Value Added by Case Workers?, Discussion Paper, University of St. Gallen.

13. OECD (1998), Early Identification of Jobseekers at Risk of Long-Term Unemployment: The Role of Profiling.
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14. PLS RAMBØLL (2001), Study on Early Identification of High Risk Unemployed, Studie zu Handen der Europäischen Kommission.
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15. ROSENBAUM, PAUL R. and DONALD B. RUBIN (1983), The Central Role of the Propensity Score in Observational Studies for Causal Effects, Biometrika, 70, p. 41-55.
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16. RUDOLPH, HELMUT and MICHAEL MUNTNICH (2001), Profiling zur Vermeidung von Langzeitarbeitslosigkeit: Erste Ergebnisse aus einem Modellprojekt, Mitteilungen aus derArbeitsmarkt- und Berufsforschung MittAB, 4/2001, p.530-553.
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17. SMITH, JEFFREY (2002), Comments on Chapter 10, in: Randall W. Eberts, Christopher J. OLeary and Stephen A. Wandner (eds.), Targeting Employment Services, Kalamazoo, Michigan, p. 303-308.
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1. Optimal Unemployment Insurance with Worker Profiling. (2022). Cappellini, Sergio.
   In: Marco Fanno Working Papers.
   RePEc:pad:wpaper:0294.

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2. Predictive Algorithms in the Delivery of Public Employment Services. (2021). Bonoli, Giuliano ; Kortner, John .
   In: SocArXiv.
   RePEc:osf:socarx:j7r8y.

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3. An Econometric Analysis of the Effects of the Job Training Partnership Act on Self-Sufficiency. (2021). Zumaeta, Jorge.
   In: The Journal of Social Sciences Research.
   RePEc:arp:tjssrr:2021:p:66-74.

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4. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach. (2018). Strittmatter, Anthony ; Lechner, Michael ; Knaus, Michael.
   In: Papers.
   RePEc:arx:papers:1709.10279.

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5. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach. (2017). Strittmatter, Anthony ; Lechner, Michael ; Knaus, Michael.
   In: Economics Working Paper Series.
   RePEc:usg:econwp:2017:11.

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6. Assignment Mechanisms, Selection Criteria, and the Effectiveness of Training Programs. (2017). Strittmatter, Anthony ; Doerr, Annabelle.
   In: Economics Working Paper Series.
   RePEc:usg:econwp:2014:21.

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7. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach. (2017). Strittmatter, Anthony ; Lechner, Michael ; Knaus, Michael.
   In: IZA Discussion Papers.
   RePEc:iza:izadps:dp10961.

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8. Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach. (2017). Strittmatter, Anthony ; Lechner, Michael ; Knaus, Michael.
   In: CEPR Discussion Papers.
   RePEc:cpr:ceprdp:12224.

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9. The labor market effects of U.S. reemployment programs during the great recession.. (2015). Mueser, Peter ; Michaelides, Marios.
   In: University of Cyprus Working Papers in Economics.
   RePEc:ucy:cypeua:08-2015.

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10. Does Coordination of Welfare Services Delivery Make a Difference for Extremely Disadvantaged Jobseekers? Evidence from the ‘YP-super-4’ Trial. (2013). Wilkins, Roger ; Tseng, Yi-Ping ; Borland, Jeff.
    In: The Economic Record.
    RePEc:bla:ecorec:v:89:y:2013:i:287:p:469-489.

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11. Social norms and energy conservation. (2011). Allcott, Hunt.
    In: Journal of Public Economics.
    RePEc:eee:pubeco:v:95:y:2011:i:9:p:1082-1095.

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12. A Statistical Profiling Model of Long-Term Unemployment Risk in Ireland. (2010). O'Connell, Philip ; McGuinness, Seamus ; Kelly, Elish.
    In: Papers.
    RePEc:esr:wpaper:wp345.

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13. How do Training Programs Assign Participants to Training? Characterizing the Assignment Rules of Government Agencies for Welfare-to-Work Programs in California. (2008). Mitnik, Oscar.
    In: Working Papers.
    RePEc:mia:wpaper:0907.

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14. Heterogeneous Impacts in PROGRESA. (2008). Smith, Jeffrey ; Djebbari, Habiba.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp3362.

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15. Heterogeneous impacts in PROGRESA. (2008). Smith, Jeffrey ; Djebbari, Habiba.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:145:y:2008:i:1-2:p:64-80.

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16. Targeting Labour Market Programmes - Results from a Randomized Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: University of St. Gallen Department of Economics working paper series 2007.
    RePEc:usg:dp2007:2007-37.

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17. A Statistical Programme Assignment Model. (2007). Svarer, Michael ; Staghøj, Jonas ; Rosholm, Michael ; Staghoj, Jonas .
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp3165.

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18. Targeting Labour Market Programmes: Results from a Randomized Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp3085.

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19. What is the value added by caseworkers?. (2007). Smith, Jeffrey ; Lechner, Michael.
    In: Labour Economics.
    RePEc:eee:labeco:v:14:y:2007:i:2:p:135-151.

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20. Targeting Labour Market Programmes - Results from A Randomised Experiment. (2007). Lechner, Michael ; Frölich, Markus ; Behncke, Stefanie ; Frolich, Markus.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:6537.

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21. U.S. Unemployment Duration: Has Long Become Longer or Short Become Shorter?. (2007). Portugal, Pedro.
    In: Working Papers.
    RePEc:cnb:wpaper:2007/17.

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22. A Statistical Programme Assignment Model. (2007). Svarer, Michael ; Staghøj, Jonas ; Rosholm, Michael ; Staghoj, Jonas .
    In: Economics Working Papers.
    RePEc:aah:aarhec:2007-16.

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23. Statistical Treatment Choice: An Application to Active Labour Market Programmes. (2006). Frölich, Markus ; Frolich, Markus.
    In: University of St. Gallen Department of Economics working paper series 2006.
    RePEc:usg:dp2006:2006-14.

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24. U.S. Unemployment Duration: Has Long Become Longer or Short Become Shorter?. (2006). Portugal, Pedro ; Machado, José António ; Guimaraes Cavalcanti, Juliana ; Guimares, Juliana .
    In: Working Papers.
    RePEc:ptu:wpaper:w200613.

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25. Statistical Treatment Choice: An Application to Active Labour Market Programmes. (2006). Frölich, Markus ; Frolich, Markus.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp2187.

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26. U.S. Unemployment Duration: Has Long Become Longer or Short Become Shorter?. (2006). Portugal, Pedro ; Machado, José António ; Guimaraes Cavalcanti, Juliana.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp2174.

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27. Statistical treatment choice: an application to active labour market programmes. (2006). Frölich, Markus ; Frolich, Markus.
    In: CeMMAP working papers.
    RePEc:ifs:cemmap:24/06.

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28. Program evaluation as a decision problem. (2005). Dehejia, Rajeev.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:125:y:2005:i:1-2:p:141-173.

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29. A Danish Profiling System. (2004). Svarer, Michael ; Rosholm, Michael ; Hammer, Bo.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp1418.

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30. A Danish Profiling System. (2004). Svarer, Michael ; Rosholm, Michael ; Hammer, Bo.
    In: Economics Working Papers.
    RePEc:aah:aarhec:2004-13.

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31. Using Experiments to Evaluate Performance Standards: What Do Welfare-to-Work Demonstrations Reveal to Welfare Reformers?. (2003). Pepper, John.
    In: Journal of Human Resources.
    RePEc:uwp:jhriss:v:38:y:2003:i:4:p860-880.

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32. What is the Value Added by Caseworkers?. (2003). Smith, Jeffrey ; Lechner, Michael.
    In: University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers.
    RePEc:uwo:hcuwoc:20031.

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33. Statistically Assisted Programme Selection - International Experiences and Potential Benefits for Switzerland. (2003). Lechner, Michael ; Frölich, Markus ; Steiger, Heidi ; Frolich, Markus.
    In: Swiss Journal of Economics and Statistics (SJES).
    RePEc:ses:arsjes:2003-iii-4.

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34. What is the Value Added by Caseworkers?. (2003). Smith, Jeffrey ; Lechner, Michael.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp728.

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35. What is the Value Added by Caseworkers?. (2003). Smith, Jeffrey ; Lechner, Michael.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:3825.

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36. To Train or Not To Train: Optimal Treatment Assignment Rules Using Welfare-to-Work Experiments. (2002). Pepper, John.
    In: Virginia Economics Online Papers.
    RePEc:vir:virpap:356.

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37. Is the Threat of Reemployment Services More Effective than the Services Themselves? Experimental Evidence from the UI System. (2002). Smith, Jeffrey ; Black, Dan ; Noel, Brett J. ; Berger, Mark C..
    In: NBER Working Papers.
    RePEc:nbr:nberwo:8825.

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38. Screening (and creaming?) applicants to job training programs: the AFDC homemaker-home health aide demonstrations. (2002). Orr, Larry L. ; Bell, Stephen H..
    In: Labour Economics.
    RePEc:eee:labeco:v:9:y:2002:i:2:p:279-301.

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39. Introduction. (2002). Smith, Jeffrey.
    In: Labour Economics.
    RePEc:eee:labeco:v:9:y:2002:i:2:p:137-141.

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40. Is the Threat of Training More Effective than Training Itself? Experimental Evidence from the UI System. (2000). Smith, Jeffrey.
    In: Econometric Society World Congress 2000 Contributed Papers.
    RePEc:ecm:wc2000:1660.

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