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A second look at the pesticides initiative program : evidence from Senegal

  • Jaud, Melise
  • Cadot, Olivier

This paper investigates whether the Pesticides Initiative Program has significantly affected the export performance of Senegal'shorticulture industry. The authors apply two main microeconometric techniques, difference-in-differences and matching difference-in-differences, to identify the effect of the Pesticides Initiative Program on exports of fresh fruits and vegetables. They use a unique firm-level dataset containing data on sales, employment, and exports by product and destination markets, as well as firm enrolment year, over 2000-2008. The results suggest that wile the program had no significant effect on exports pooled over all products and destinations, it had a positive effect when considering fresh fruits and vegetables exports to the European Union.

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Paper provided by The World Bank in its series Policy Research Working Paper Series with number 5635.

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Date of creation: 01 Apr 2011
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Handle: RePEc:wbk:wbrwps:5635
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  1. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  2. Maertens, Miet & Colen, Liesbeth & Swinnen, Johan F.M., 2009. "Globalization and Poverty in Senegal: A Worst Case Scenario?," 2009 Conference, August 16-22, 2009, Beijing, China 51668, International Association of Agricultural Economists.
  3. Esteban Ferro & Alberto Portugal-Perez & John S. Wilson, 2014. "Aid to the Services Sector: Does it Affect Manufacturing Exports?," The World Economy, Wiley Blackwell, vol. 37(4), pages 530-541, 04.
  4. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-in-Differences Estimates?," The Quarterly Journal of Economics, MIT Press, vol. 119(1), pages 249-275, February.
  5. Miet Maertens & Johan F.M. Swinnen, 2006. "Trade, Standards, and Poverty: Evidence from Senegal," LICOS Discussion Papers 17706, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  6. Paul Brenton & Erik von Uexkull, 2009. "Product specific technical assistance for exports - has it been effective?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 18(2), pages 235-254.
  7. Adam B. Jaffe, 2002. "Building Programme Evaluation into the Design of Public Research-Support Programmes," Oxford Review of Economic Policy, Oxford University Press, vol. 18(1), pages 22-34, Spring.
  8. Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," UWO Department of Economics Working Papers 20006, University of Western Ontario, Department of Economics.
  9. 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.
  10. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
  11. Luis Marcano & Inder J. Ruprah, 2009. "Does Technical Assistance Matter?: An Impact Evaluation Approach to Estimate its Value Added," IDB Publications (Working Papers) 24478, Inter-American Development Bank.
  12. Simone Juhasz Silva & Douglas Nelson, 2012. "Does Aid Cause Trade? Evidence from an Asymmetric Gravity Model," The World Economy, Wiley Blackwell, vol. 35(5), pages 545-577, 05.
  13. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
  14. Christian Volpe Martincus & Jerónimo Carballo, 2010. "Is Export Promotion Effective in Developing Countries? Firm-Level Evidence on the Intensive and Extensive Margins of Exports," IDB Publications (Working Papers) 36763, Inter-American Development Bank.
  15. Calì, Massimiliano & te Velde, Dirk Willem, 2011. "Does Aid for Trade Really Improve Trade Performance?," World Development, Elsevier, vol. 39(5), pages 725-740, May.
  16. Inder Ruprah & Luis Marcano, 2009. "Does technical assistance matter? An impact evaluation approach to estimate its value added," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 1(4), pages 507-528.
  17. Gamberoni, Elisa & Newfarmer, Richard, 2009. "Aid for trade : matching potential demand and supply," Policy Research Working Paper Series 4991, The World Bank.
  18. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
  19. Wagner, Don, 2003. "Aid and trade--an empirical study," Journal of the Japanese and International Economies, Elsevier, vol. 17(2), pages 153-173, June.
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