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The Effect of Experimenter Demand on Inference

Winichakul, K. Pun and Lezama, Guillermo and Mustafi, Priyoma and Lepper, Marissa and Wilson, Alistair and Danz, David and Vesterlund, Lise (2024) The Effect of Experimenter Demand on Inference. Working Paper. UNSPECIFIED. (Unpublished)

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Abstract

To assess the threat of experimenter demand, we ask whether a hypothetical 'ill-intentioned' researcher can manipulate inference. Four classic behavioral comparative statics are evaluated, and the potential for false inference is gauged by differentially applying strong positive and negative experimenter demand across the relevant decision pair. Evaluating three different subject pools (laboratory, Prolific, and MTurk) we find no evidence of experimenter demand eliminating or reversing directional effects. The response to experimenter demand is very limited for all three subject pools and is not large enough to generate false negatives, though we do find evidence of false positives when testing precise nulls in larger online-subject pools.


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Details

Item Type: Monograph (Working Paper)
Status: Unpublished
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Winichakul, K. Punkwinichakul@smith.edu
Lezama, Guillermoguillelezama@pitt.edu
Mustafi, Priyomapriyoma.mustafi@pitt.edu
Lepper, Marissamarissa.lepper@gmail.commal3030000-0001-9618-9079
Wilson, Alistairalistair.wilson@pitt.edualistair0000-0001-8118-2376
Danz, Daviddanz@pitt.edudanz0000-0001-5474-445X
Vesterlund, Lisevester@pitt.eduvester0000-0002-3476-3183
Monograph Type: Working Paper
Date: August 2024
Institution: University of Pittsburgh
Department: Department of Economics
Schools and Programs: Dietrich School of Arts and Sciences > Economics
Dietrich School of Arts and Sciences > Economics > Economics Working Papers
Refereed: No
Date Deposited: 23 Aug 2024 15:08
Last Modified: 29 Aug 2024 18:29
URI: http://d-scholarship.pitt.edu/id/eprint/46953

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