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Kontrolliert und repräsentativ: Beispiele zur Komplementarität von Labor- und Felddaten

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  • Armin Falk
  • Thomas Dohmen
  • Uwe Sunde

Abstract

In this paper we discuss the complementarity of laboratory and field data. Experiments offer highly controlled environments that allow precise testing and causal inferences. Survey and field data on the other hand provide information on large and representative samples of people interacting in their natural environment. We discuss several concrete examples how to combine lab and field data and how to exploit potential complementarities. One example describes an experiment, which is run with a representative sample to guarantee control and representativeness. The second example is based on the idea to experimentally validate survey instruments to ensure behavioral validity of instruments that can be used in existing panel data sets. The third example describes the possibility to use the lab to identify causal effects, which are tested in large data sets. Topics discussed in this paper comprise the relation of cognitive skills (IQ) and risk and time preferences, determinants, prevalence and economic consequences of risk attitudes, selection into incentive schemes and the impact of unfair pay on stress.

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Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 168.

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Length: 25 p.
Date of creation: 2009
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Handle: RePEc:diw:diwsop:diw_sp168

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  1. Grund, Christian & Sliwka, Dirk, 2006. "Performance Pay and Risk Aversion," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 101, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
  2. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2012. "The Intergenerational Transmission of Risk and Trust Attitudes," Review of Economic Studies, Oxford University Press, vol. 79(2), pages 645-677.
  3. Borghans, Lex & Duckworth, Angela Lee & Heckman, James J. & ter Weel, Bas, 2008. "The Economics and Psychology of Personality Traits," IZA Discussion Papers 3333, Institute for the Study of Labor (IZA).
  4. Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe, 2009. "Homo Reciprocans: Survey Evidence on Behavioural Outcomes," Munich Reprints in Economics 20055, University of Munich, Department of Economics.
  5. David A. Jaeger & Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Holger Bonin, 2010. "Direct Evidence on Risk Attitudes and Migration," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 684-689, August.
  6. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
  7. Bonin, Holger & Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe, 2007. "Cross-sectional earnings risk and occupational sorting: The role of risk attitudes," Munich Reprints in Economics 20204, University of Munich, Department of Economics.
  8. Dohmen, Thomas J & Falk, Armin & Huffman, David & Sunde, Uwe, 2008. "Are Risk Aversion and Impatience Related to Cognitive Ability?," CEPR Discussion Papers 6852, C.E.P.R. Discussion Papers.
  9. Dohmen, Thomas J & Falk, Armin & Huffman, David & Schupp, Jürgen & Sunde, Uwe & Wagner, Gert Georg, 2006. "Individual Risk Attitudes: New Evidence from a Large, Representative, Experimentally-Validated Survey," CEPR Discussion Papers 5517, C.E.P.R. Discussion Papers.
  10. repec:feb:artefa:0034 is not listed on IDEAS
  11. Kolm,Serge-Christophe, 2008. "Reciprocity," Cambridge Books, Cambridge University Press, number 9780521882651, April.
  12. Jürgen Schupp & Gert G. Wagner, 2002. "Maintenance of and Innovation in Long-Term Panel Studies: The Case of the German Socio-Economic Panel (GSOEP)," Discussion Papers of DIW Berlin 276, DIW Berlin, German Institute for Economic Research.
  13. Fehr, Ernst & Fischbacher, Urs & von Rosenbladt, Bernhard & Schupp, Jürgen & Wagner, Gert G., 2003. "A Nation-Wide Laboratory: Examining Trust and Trustworthiness by Integrating Behavioral Experiments into Representative Surveys," IZA Discussion Papers 715, Institute for the Study of Labor (IZA).
  14. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," NBER Working Papers 10522, National Bureau of Economic Research, Inc.
  15. Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe, 2008. "Representative trust and reciprocity: Prevalence and determenants," Munich Reprints in Economics 20058, University of Munich, Department of Economics.
  16. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, 05.
  17. David J. Cooper, 1999. "Gaming against Managers in Incentive Systems: Experimental Results with Chinese Students and Chinese Managers," American Economic Review, American Economic Association, vol. 89(4), pages 781-804, September.
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