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Substitution and Dropout Bias in Social Experiments: A Study of an Influential Social Experiment

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This paper considers the interpretation of evidence from social experiments when persons randomized out of a program being evaluated have good substitutes for it, and when persons randomized into a program drop out to pursue better alternatives. Using data from an experimental evaluation of a classroom training program, we document the empirical importance of control group substitution and treatment group dropping out. Evidence that one program is ineffective relative to close substitutes is not evidence that the type of service provided by all of the programs is ineffective, although that is the way experimental evidence is often interpreted.
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  • James Heckman & Neil Hohmann & Jeffrey Smith, 1998. "Substitution and Dropout Bias in Social Experiments: A Study of an Influential Social Experiment," University of Western Ontario, Departmental Research Report Series 9818, University of Western Ontario, Department of Economics.
  • Handle: RePEc:uwo:uwowop:9818
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    1. Ragnitz Joachim, 1989. "Der internationale Zinszusammenhang," Zeitschrift für Wirtschaftspolitik, De Gruyter, vol. 38(3), pages 88-88, December.
    2. Miles, Marc A, 1978. "Currency Substitution, Flexible Exchange Rates, and Monetary Independence," American Economic Review, American Economic Association, vol. 68(3), pages 428-436, June.
    3. Chang, Winston W & Hamberg, Daniel & Hirata, Junichi, 1983. "Liquidity Preference as Behavior toward Risk Is a Demand for Short-Term Securities-Not Money," American Economic Review, American Economic Association, vol. 73(3), pages 420-427, June.
    4. Barro, Robert J. & Fischer, Stanley, 1976. "Recent developments in monetary theory," Journal of Monetary Economics, Elsevier, vol. 2(2), pages 133-167, April.
    5. William H. Branson, 1985. "The Dynamic Interaction of Exchange Rates and Trade Flows," NBER Working Papers 1780, National Bureau of Economic Research, Inc.
    6. Branson, William H. & Henderson, Dale W., 1985. "The specification and influence of asset markets," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 15, pages 749-805, Elsevier.
    7. Tobin, James, 1982. "Money and Finance in the Macroeconomic Process," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 14(2), pages 171-204, May.
    8. John F. O. Bilson & Richard C. Marston, 1984. "Exchange Rate Theory and Practice," NBER Books, National Bureau of Economic Research, Inc, number bils84-1, February.
    9. Barro, Robert J. & Fischer, Stanley, 1978. "Recent developments in monetary theory : Erratum," Journal of Monetary Economics, Elsevier, vol. 4(4), pages 775-775, November.
    10. Laidler, David, 1984. "The 'Buffer Stock' Notion in Monetary Economics," Economic Journal, Royal Economic Society, vol. 94(376a), pages 17-34, Supplemen.
    11. Hicks, J. R., 1979. "Critical Essays in Monetary Theory," OUP Catalogue, Oxford University Press, number 9780198284239, Decembrie.
    12. Sarno,Lucio & Taylor,Mark P., 2003. "The Economics of Exchange Rates," Cambridge Books, Cambridge University Press, number 9780521485845, September.
    13. Calvo, Guillermo A & Rodriguez, Carlos Alfredo, 1977. "A Model of Exchange Rate Determination under Currency Substitution and Rational Expectations," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 617-625, June.
    14. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    15. William J. Baumol, 1952. "The Transactions Demand for Cash: An Inventory Theoretic Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(4), pages 545-556.
    16. Barbara Dluhosch & Andreas Freytag & Malte Krüger, 1996. "International Competitiveness and the Balance of Payments," Books, Edward Elgar Publishing, number 898.
    17. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    18. Michael L. Mussa, 1984. "The Theory of Exchange Rate Determination," NBER Chapters, in: Exchange Rate Theory and Practice, pages 13-78, National Bureau of Economic Research, Inc.
    19. Girton, Lance & Roper, Don E, 1981. "Theory and Implications of Currency Substitution," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 13(1), pages 12-30, February.
    20. Malte Krüger, 1996. "Speculation, Hedging and Intermediation in the Foreign Exchange Market," Working Papers 9606, Banco de España.
    21. Levich, Richard M., 1985. "Empirical studies of exchange rates: Price behavior, rate determination and market efficiency," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 19, pages 979-1040, Elsevier.
    22. Tsiang, S. C., 1989. "Finance Constraints and the Theory of Money," Elsevier Monographs, Elsevier, edition 1, number 9780127017211 edited by Kohn, Meir.
    23. Robert Murphy & Carl Duyne, 1980. "Asset market approaches to exchange rate determination: A comparative analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 116(4), pages 627-656, December.
    24. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    25. Cuddington, John T. & Cuddington, John T., 1983. "Currency substitution, capital mobility and money demand," Journal of International Money and Finance, Elsevier, vol. 2(2), pages 111-133, August.
    26. Koromzay, Val & Llewellyn, John & Potter, Stephen, 1987. "The Rise and Fall of the Dollar: Some Explanations, Consequences and Lessons," Economic Journal, Royal Economic Society, vol. 97(385), pages 23-43, March.
    27. Branson, William H. & Halttunen, Hannu & Masson, Paul, 1977. "Exchange rates in the short run: The dollar-dentschemark rate," European Economic Review, Elsevier, vol. 10(3), pages 303-324.
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