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Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies

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  1. Gerfin, Michael & Lechner, Michael & Steiger, Heidi, 2005. "Does subsidised temporary employment get the unemployed back to work? Aneconometric analysis of two different schemes," Labour Economics, Elsevier, vol. 12(6), pages 807-835, December.
  2. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 36(1), pages 79-101, March.
  3. Essilfie, Felix Larry, 2018. "Varietal seed technology and household income of maize farmers: An application of the doubly robust model," Technology in Society, Elsevier, vol. 55(C), pages 85-91.
  4. Cavalletti, Barbara & Corsi, Matteo & Persico, Luca & di Bella, Enrico, 2021. "Public university orientation for high-school students. A quasi-experimental assessment of the efficiency gains from nudging better career choices," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
  5. Hujer, Reinhard & Caliendo, Marco & Thomsen, Stephan L., 2004. "New evidence on the effects of job creation schemes in Germany--a matching approach with threefold heterogeneity," Research in Economics, Elsevier, vol. 58(4), pages 257-302, December.
  6. Wang, Jian & Wang, Xiao, 2015. "Benefits of foreign ownership: Evidence from foreign direct investment in China," Journal of International Economics, Elsevier, vol. 97(2), pages 325-338.
  7. Luis Aguiar & Jörg Claussen & Christian Peukert, 2018. "Catch Me If You Can: Effectiveness and Consequences of Online Copyright Enforcement," Information Systems Research, INFORMS, vol. 29(3), pages 656-678, September.
  8. UCHINO Taisuke, 2011. "Bank Dependence and Financial Constraints on Investment: Evidence from the corporate bond market paralysis in Japan," Discussion papers 11073, Research Institute of Economy, Trade and Industry (RIETI).
  9. Lanari, Donatella & Pieroni, Luca & Salmasi, Luca, 2020. "Regularization of Immigrants and Fertility in Italy," MPRA Paper 98241, University Library of Munich, Germany.
  10. Lechner, Michael & Smith, Jeffrey, 2007. "What is the value added by caseworkers?," Labour Economics, Elsevier, vol. 14(2), pages 135-151, April.
  11. Eduardo Rodrigues-Oreggia & Miguel Flores, 2012. "Structural Factors and the “War on Drugs” Effects on the Upsurge in Homicides in Mexico," CID Working Papers 229, Center for International Development at Harvard University.
  12. Michael Lechner & Conny Wunsch, 2009. "Active labour market policy in East Germany," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(4), pages 661-702, October.
  13. Amarendra Sharma, 2019. "Indira Awas Yojana and Housing Adequacy: An Evaluation using Propensity Score Matching," ASARC Working Papers 2019-05, The Australian National University, Australia South Asia Research Centre.
  14. Bruno Crépon & Marc Ferracci & Grégory Jolivet & Gerard J. van den Berg, 2009. "Active Labor Market Policy Effects in a Dynamic Setting," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 595-605, 04-05.
  15. Fertig, Michael & Schmidt, Christoph M. & Schneider, Hilmar, 2006. "Active labor market policy in Germany--Is there a successful policy strategy?," Regional Science and Urban Economics, Elsevier, vol. 36(3), pages 399-430, May.
  16. Christian Volpe Martincus & Jerónimo Carballo, 2010. "Export Promotion: Heterogeneous Programs and Heterogeneous Effects," IDB Publications (Working Papers) 36759, Inter-American Development Bank.
  17. Nazli, Hina & Orden, David & Sarker, Rakhal & Meilke, Karl D., 2012. "Bt Cotton Adoption and Wellbeing of Farmers in Pakistan," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126172, International Association of Agricultural Economists.
  18. Angus Holford, 2021. "Access and returns to unpaid graduate work experience," LABOUR, CEIS, vol. 35(3), pages 348-377, September.
  19. 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.
  20. Pont-Grau, Alex & Lei, Yu-Hsiang & Lim, Joel Z.E. & Xia, Xing, 2023. "The effect of language training on immigrants’ integration: Does the duration of training matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 160-198.
  21. Hirsch, Julia & Walz, Uwe, 2006. "Why do contracts differ between VC types? Market segmentation versus corporate governance varieties," CFS Working Paper Series 2006/12, Center for Financial Studies (CFS).
  22. Birthal, Pratap S. & Roy, Devesh & Negi, Digvijay S., 2015. "Assessing the Impact of Crop Diversification on Farm Poverty in India," World Development, Elsevier, vol. 72(C), pages 70-92.
  23. Heshmati, Almas & Loof, Hans, 2005. "The Impact of Public Funds on Private R&D Investment: New Evidence from a Firm Level Innovation Study," Discussion Papers 11862, MTT Agrifood Research Finland.
  24. Modou Mar & Nadine Massard, 2021. "Animate the cluster or subsidize collaborative R&D? A multiple overlapping treatments approach to assess the impacts of the French cluster policy [The impact of R&D subsidies on R&D employment comp," Industrial and Corporate Change, Oxford University Press, vol. 30(4), pages 845-867.
  25. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2014. "The Effectiveness of Public-Sponsored Training Revisited: The Importance of Data and Methodological Choices," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 837-897.
  26. 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.
  27. Cédric Afsa & Pauline Givord, 2014. "The impact of working conditions on sickness absence: a theoretical model and an empirical application to work schedules," Empirical Economics, Springer, vol. 46(1), pages 285-305, February.
  28. Kantelhardt, Jochen & Kirchweger, Stefan, 2015. "Matching Efficiency Results of Organic Farms," 2015 Conference, August 9-14, 2015, Milan, Italy 212024, International Association of Agricultural Economists.
  29. Marc FERRACCI & Grégory JOLIVET & Gerard J van den Berg, 2009. "Treatment Evaluation in the Case of Interaction Within Markets," Working Papers 2009-22, Center for Research in Economics and Statistics.
  30. Chiputwa, Brian & Spielman, David J. & Qaim, Matin, 2015. "Food Standards, Certification, and Poverty among Coffee Farmers in Uganda," World Development, Elsevier, vol. 66(C), pages 400-412.
  31. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
  32. Richard Disney & Eleonora Fischera & Trudy Owens, 2010. "Has the Introduction of Microfinance Crowded-out Informal Loans in Malawi?," Discussion Papers 10/08, University of Nottingham, CREDIT.
  33. Yamada, Hiroyuki, 2013. "Does the exchange rate regime make a difference in inflation performance in developing and emerging countries?: The role of inflation targeting," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 968-989.
  34. Jan Marcus, 2014. "Does Job Loss Make You Smoke and Gain Weight?," Economica, London School of Economics and Political Science, vol. 81(324), pages 626-648, October.
  35. Caloffi, Annalisa & Freo, Marzia & Ghinoi, Stefano & Mariani, Marco & Rossi, Federica, 2022. "Assessing the effects of a deliberate policy mix: The case of technology and innovation advisory services and innovation vouchers," Research Policy, Elsevier, vol. 51(6).
  36. Uchino, Taisuke & Uesugi, Iichiro, 2022. "The effects of a megabank merger on firm-Bank relationships and loan availability☆," Journal of the Japanese and International Economies, Elsevier, vol. 63(C).
  37. Sascha O. Becker & Dolores Messer & Stefan C. Wolter, 2013. "A Gift is Not Always a Gift: Heterogeneity and Long-term Effects in a Gift Exchange Experiment," Economica, London School of Economics and Political Science, vol. 80(318), pages 345-371, April.
  38. Luitfred Kissoly & Anja Faße & Ulrike Grote, 2017. "The integration of smallholders in agricultural value chain activities and food security: evidence from rural Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1219-1235, December.
  39. Alemu, Abebe Ejigu & Adesina, Jimi, 2015. "Effects of cooperatives and contracts on rural income and production in the dairy supply chains: Evidence from Northern Ethiopia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 10(4), pages 1-16, December.
  40. Sourafel Girma & Holger Görg, 2022. "Productivity effects of processing and ordinary export market entry: A time‐varying treatments approach," Review of International Economics, Wiley Blackwell, vol. 30(3), pages 836-853, August.
  41. Gregory Berg, 2011. "An application of kernel-based versus one-to-one propensity score matching for a nonexperimental causal study: example from a disease management program evaluation," Applied Economics Letters, Taylor & Francis Journals, vol. 18(5), pages 439-447.
  42. Chiappini, Raphaël & Montmartin, Benjamin & Pommet, Sophie & Demaria, Samira, 2022. "Can direct innovation subsidies relax SMEs’ financial constraints?," Research Policy, Elsevier, vol. 51(5).
  43. 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.
  44. Muendler, Marc A & Becker, Sascha O., 2006. "The Effect of FDI on Job Separation," University of California at San Diego, Economics Working Paper Series qt28h3p82z, Department of Economics, UC San Diego.
  45. Quỳnh Tiên Nguyên Lê & Morgan S. Polikoff, 2021. "Do English Language Development Curriculum Materials Matter for Students’ English Proficiency?," SAGE Open, , vol. 11(3), pages 21582440211, July.
  46. Rodrigo Martín-García & Jorge Morán Santor, 2021. "Public guarantees: a countercyclical instrument for SME growth. Evidence from the Spanish Region of Madrid," Small Business Economics, Springer, vol. 56(1), pages 427-449, January.
  47. Uchino, Taisuke, 2013. "Bank dependence and financial constraints on investment: Evidence from the corporate bond market paralysis in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 29(C), pages 74-97.
  48. Malay Biswas, 2017. "Are They Efficient in the Middle? Using Propensity Score Estimation for Modeling Middlemen in Indian Corporate Corruption," Journal of Business Ethics, Springer, vol. 141(3), pages 563-586, March.
  49. Beard, T. Randolph & Ford, George S. & Saba, Richard P. & Seals, Richard A., 2012. "Internet use and job search," Telecommunications Policy, Elsevier, vol. 36(4), pages 260-273.
  50. Campbell, Benjamin & Khachatryan, Hayk & Behe, Bridget & Hall, Charles & Dennis, Jennifer, 2016. "Crunch the can or throw the bottle? Effect of “bottle deposit laws” and municipal recycling programs," Resources, Conservation & Recycling, Elsevier, vol. 106(C), pages 98-109.
  51. Peter Howard-Jones & Jens Hölscher & Dragana Radicic, 2017. "Firm Productivity In The Western Balkans: The Impact Of European Union Membership And Access To Finance," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 7-52, October –.
  52. Hans Lööf & Anders Broström, 2008. "Does knowledge diffusion between university and industry increase innovativeness?," The Journal of Technology Transfer, Springer, vol. 33(1), pages 73-90, February.
  53. Junxue Jia & Cong Qin & Yongzheng Liu, 2017. "Do Community-Based Development Projects Alleviate Poverty? Evidence from Rural China," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper1722, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
  54. Ying-Ying Lee, 2015. "Efficient propensity score regression estimators of multi-valued treatment effects for the treated," Economics Series Working Papers 738, University of Oxford, Department of Economics.
  55. Conny Wunsch & Michael Lechner, 2008. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," Kyklos, Wiley Blackwell, vol. 61(1), pages 134-174, February.
  56. Garbarino, Nicola & Guin, Benjamin, 2021. "High water, no marks? Biased lending after extreme weather," Journal of Financial Stability, Elsevier, vol. 54(C).
  57. Djahini-Afawoubo, Dossè Mawussi & Couchoro, Mawuli Kodjovi & Atchi, Fambari Kokou, 2023. "Does mobile money contribute to reducing multidimensional poverty?," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  58. Enrico Vanino & Stephen Roper & Bettina Becker, 2020. "Knowledge to Money: Assessing the Business Performance Effects of Publicly Funded R&D Grants," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 20-24, January.
  59. 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.
  60. Mathieu Bunel & Yannick L'Horty, 2011. "Les effets des aides publiques aux Hôtels Cafés Restaurants et leurs interactions," Working Papers halshs-00658460, HAL.
  61. FLORES-LAGUNES Alfonso & CHOE Chung & LEE Sang-Jun, 2011. "Do Dropouts Benefit from Training Programs? Korean Evidence Employing Methods for Continuous Treatments," LISER Working Paper Series 2011-34, Luxembourg Institute of Socio-Economic Research (LISER).
  62. Stephen L. Morgan & David J. Harding, 2006. "Matching Estimators of Causal Effects," Sociological Methods & Research, , vol. 35(1), pages 3-60, August.
  63. Markus Gangl & Thomas A. DiPrete, 2004. "Kausalanalyse durch Matchingverfahren," Discussion Papers of DIW Berlin 401, DIW Berlin, German Institute for Economic Research.
  64. Thorsten Stromback, 2010. "Earnings, Schooling and Vocational Education and Training," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 13(3), pages 241-263.
  65. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-10, University of Miami, Department of Economics.
  66. Ignacio Moral-Arce & Javier Martín-Román & Ángel L. Martín-Román, 2019. "Cessation of Activity Benefit for Spanish Self-employed Workers: A Heterogeneous Impact Evaluation," Hacienda Pública Española / Review of Public Economics, IEF, vol. 231(4), pages 41-79, December.
  67. Miller, Steve, 2020. "Causal forest estimation of heterogeneous and time-varying environmental policy effects," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
  68. Ruifeng Liu & Zhifeng Gao & Gongan Yan & Hengyun Ma, 2018. "Why Should We Protect the Interests of “Green Food” Certified Product Growers? Evidence from Kiwifruit Production in China," Sustainability, MDPI, vol. 10(12), pages 1-14, December.
  69. Abid Hussain & Muhammad Jehangir Khan & Iftikhar Ahmad, 2016. "Impact of Credit on Education and Healthcare Spending in Rural Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 853-870.
  70. Michael Lechner, 2005. "A Note on Endogenous Control Variables in Evaluation Studies," University of St. Gallen Department of Economics working paper series 2005 2005-16, Department of Economics, University of St. Gallen.
  71. Ji, Sisi & Zhu, Zheyi, 2022. "Does higher education matter for health?," Cardiff Economics Working Papers E2022/4, Cardiff University, Cardiff Business School, Economics Section.
  72. Tobias Schmidt & Julia Le Blanc, 2017. "Do homeowners save more? – Evidence from the Panel on Household Finances (PHF)," ERES eres2017_110, European Real Estate Society (ERES).
  73. Cristina Borra & Francisco Gómez-García, 2016. "Wellbeing at Work and the Great Recession: The Effect of Others’ Unemployment," Journal of Happiness Studies, Springer, vol. 17(5), pages 1939-1962, October.
  74. Pan, Liqun & Mukhopadhaya, Pundarik & Li, Jing, 2019. "The changing texture of the city-size wage differential in Chinese cities – Effects of skill and identity," China Economic Review, Elsevier, vol. 53(C), pages 191-210.
  75. Takeshima, Hiroyuki & Shrestha, Rudra Bahadur & Kaphle, Basu Dev & Karkee, Madhab & Pokhrel, Suroj & Kumar, Anjani, 2016. "Effects of agricultural mechanization on smallholders and their self-selection into farming: An insight from the Nepal Terai," IFPRI discussion papers 1583, International Food Policy Research Institute (IFPRI).
  76. Katrin Hohmeyer, 2011. "Effectiveness of One-Euro-Jobs: Do programme characteristics matter?," Post-Print hal-00719485, HAL.
  77. Kevin Stange, 2011. "A Longitudinal Analysis of the Relationship Between Fertility Timing and Schooling," Demography, Springer;Population Association of America (PAA), vol. 48(3), pages 931-956, August.
  78. UCHINO Taisuke & UESUGI Iichiro, 2012. "The Effects of a Megabank Merger on Firm-Bank Relationships and Borrowing Costs," Discussion papers 12022, Research Institute of Economy, Trade and Industry (RIETI).
  79. Sakos, Grayson & Cerulli, Giovanni & Garbero, Alessandra, 2021. "Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations," 2021 Annual Meeting, August 1-3, Austin, Texas 314017, Agricultural and Applied Economics Association.
  80. Tambo, Justice A. & Mockshell, Jonathan, 2018. "Differential Impacts of Conservation Agriculture Technology Options on Household Income in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 151(C), pages 95-105.
  81. Gong, Xuche & Yuan, Yan, 2017. "The Effect of School Transfers on Academic and Non-academic Performance of Rural-to-Urban Migrant Children in China," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259178, Agricultural and Applied Economics Association.
  82. Yongliang Yang & Jin Wen & Yi Li, 2020. "The Impact of Environmental Information Disclosure on the Firm Value of Listed Manufacturing Firms: Evidence from China," IJERPH, MDPI, vol. 17(3), pages 1-20, February.
  83. Dorsett, Richard, 2006. "The new deal for young people: effect on the labour market status of young men," Labour Economics, Elsevier, vol. 13(3), pages 405-422, June.
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  86. Parvathi, Priyanka & Waibel, Hermann, 2015. "Adoption and Impact of Black Pepper Certification in India," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 54(2), pages 1-29, May.
  87. Isabelle Benoteau & Véronique Rémy, 2015. "Quels liens les bénéficiaires de contrats aidés entretiennent-ils avec le marché du travail ? Une description à partir du Panel 2008," Économie et Statistique, Programme National Persée, vol. 477(1), pages 53-83.
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  120. Michael Lechner & Ruth Miquel, 2010. "Identification of the effects of dynamic treatments by sequential conditional independence assumptions," Empirical Economics, Springer, vol. 39(1), pages 111-137, August.
  121. Geoff Perry & Tim Maloney, 2008. "Economic Evaluation of the Training Opportunities Programme in New Zealand," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 11(2), pages 163-185.
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  124. Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
  125. Aschhoff, Birgit, 2009. "The effect of subsidies on R&D investment and success: do subsidy history and size matter?," ZEW Discussion Papers 09-032, ZEW - Leibniz Centre for European Economic Research.
  126. Nitya Mittal and J V Meenakshi, 2015. "Utilization Of Icds Services And Their Impact On Child Health Outcomes - Evidence From Three East Indian States," Working papers 247, Centre for Development Economics, Delhi School of Economics.
  127. Chapel, Capucine, 2022. "Impact of official development assistance projects for renewable energy on electrification in sub-Saharan Africa," World Development, Elsevier, vol. 152(C).
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