Comparing experimental loss framing methods in a multi-leveled lying context Público
Skelley, Nicholas (Spring 2022)
Abstract
Considering recent contradictions in the literature concerning the influence of loss aversion on cheating behavior, I study the extant methodological differences using the die-roll paradigm while comparing two common methods for framing outcomes as losses: the "Expected Value" method relying on the ex-ante expected earnings from the experiment and the "Money Manipulation" method that differentiates between participants who start with a zero or non-zero endowment. I find no significant evidence that loss affects (dis)honesty in Expected Value framing, contrasting previous evidence from coin-toss experiments. However, I find evidence that loss decreases lying under Money Manipulation framing, consistent with existing die-roll literature and significantly differing from the results of the Expected Value framing method. I consider these differences in the context of defaults, trust, and possible detection limitations. Comparing these results to prior research, I argue that further replications and direct comparisons between experimental methods used to study cheating behavior are necessary for lending broader generalizability and applicability to the results of future cheating experiments.
Table of Contents
1 Introduction 1
2 Background 5
3 Theoretical Model 11
3.1 Effect of increasing ex-ante expected payoff on lying .......................13
4 Method 17
4.1 Experimental Design .......................18
4.2 Balance Across Treatments .......................22
4.3 Hypotheses .......................23
5 Results 26
5.1 Replication Validity .......................32
6 Discussion 36
7 Conclusion 45
A Supplemental Figures and Tables 53
B Simulated Controls 54
C Instructions 56
C.1 Expected Value Loss .......................56
C.2 Expected Value Gain .......................58
C.3 Manipulated Loss .......................59
C.4 Manipulated Gain .......................61
C.5 Control .......................62
C.6 Survey .......................63
D Decision Motivation Comments 65
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