Defaults and Decisions: Choice Architecture and Consumer Opt-Out

Why do consumers accept defaults (preset or suggested options)? This paper estimates a structural model that disentangles two frictions underlying default adherence: a deviation cost (the disutility when the final choice differs from the consumer’s ideal) and an opt-out cost (the effort to override the default). I estimate the model on 8.6 million tipping decisions from NYC Yellow taxi trips. A stated-preference survey identifies consumer tipping preferences independently of defaults. The central finding is friction complementarity: 84% of default adherence arises from the interaction of both frictions; remove either friction and the remaining one alone cannot sustain default adherence. Structural parameters are approximately stable when default options change, consistent with defaults channeling behavior through choice frictions rather than reshaping preferences. Counterfactual analysis shows that adding a 15% tip option below the existing 20%–25%–30% menu captures 69% of the achievable consumer welfare gain at a 5.4% revenue cost. This paper was accepted by Dube, Jean-Pierre, marketing. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2024.05272 .

Authors

Institutions

Publication Details

Journal
Management Science
Published
2026-07-30
DOI
https://doi.org/10.1287/mnsc.2024.05272
Primary Topic
Psychology of Social Influence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Defaults and Decisions: Choice Architecture and Consumer Opt-Out

Kwabena Donkor
Management Science
Psychology of Social Influence
article

Defaults and Decisions: Choice Architecture and Consumer Opt-Out

Kwabena Donkor
article en

Abstract

Why do consumers accept defaults (preset or suggested options)? This paper estimates a structural model that disentangles two frictions underlying default adherence: a deviation cost (the disutility when the final choice differs from the consumer’s ideal) and an opt-out cost (the effort to override the default). I estimate the model on 8.6 million tipping decisions from NYC Yellow taxi trips. A stated-preference survey identifies consumer tipping preferences independently of defaults. The central finding is friction complementarity: 84% of default adherence arises from the interaction of both frictions; remove either friction and the remaining one alone cannot sustain default adherence. Structural parameters are approximately stable when default options change, consistent with defaults channeling behavior through choice frictions rather than reshaping preferences. Counterfactual analysis shows that adding a 15% tip option below the existing 20%–25%–30% menu captures 69% of the achievable consumer welfare gain at a 5.4% revenue cost. This paper was accepted by Dube, Jean-Pierre, marketing. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2024.05272 .

Management Science
Palo Alto University (US)
Openalex Percentile: Top 4%
Psychology of Social Influence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.