Are we doing more harm than good? Using hypothetical bias reduction techniques in consequential decision settings

Vasudha Chopra & Christian A. Vossler

Journal of the Association of Environmental and Resource Economists2026https://doi.org/10.1086/740568article
AJG 3ABDC A*
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https://doi.org/https://doi.org/10.1086/740568

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@article{vasudha2026,
  title        = {{Are we doing more harm than good? Using hypothetical bias reduction techniques in consequential decision settings}},
  author       = {Vasudha Chopra & Christian A. Vossler},
  journal      = {Journal of the Association of Environmental and Resource Economists},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1086/740568},
}

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Are we doing more harm than good? Using hypothetical bias reduction techniques in consequential decision settings

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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