Evidence map›Paper›PMID 40181490›Full record

ArticleBMC psychology2025

The effect of doll blind box uncertainty on consumers' irrational consumption behavior: the role of instant gratification, Gambler's fallacy, and perceived scarcity.

Fangyu Xia, Ye Xu, Haonan Zhang, Xinzhou Yuan

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In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Fangyu XiaSchool of Culture and Tourism, Jiangsu University of Technology, Zhongwu Road 1801, Changzhou, 213001, China.
Ye XuFaculty of Hospitality and Tourism Management, Macau University of Science and Technology, Avenida Wai Long, Macao SAR, 999078, China. yxu@must.edu.mo.
Haonan ZhangFaculty of Hospitality and Tourism Management, Macau University of Science and Technology, Avenida Wai Long, Macao SAR, 999078, China.
Xinzhou YuanFaculty of Hospitality and Tourism Management, Macau University of Science and Technology, Avenida Wai Long, Macao SAR, 999078, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe uncertainty associated with doll blind boxes has sparked a consumer frenzy in China. However, it remains unclear how the allure of uncertain rewards influences the irrational consumption behavior of blind box consumers. This study aimed to elucidate the internal mechanisms underlying this process. Specifically, this study investigated the relationships among perceived uncertainty, gambler's fallacy, instant gratification, perceived scarcity, and irrational consumption behavior.

methods434 Online questionnaires were distributed to Chinese doll blind box consumers. This study examines the impact of perceived uncertainty on consumers' irrational consumption behavior by employing the Stimulus-Organism-Response theory and constructing a mechanism model. The analysis was conducted using PLS-SEM in SmartPLS 4.0.

resultsPerceived uncertainty positively affected instant gratification and gambler's fallacies. Gambler's fallacy and instant gratification significantly mediate between perceived uncertainty and irrational consumption behavior. Moreover, perceived scarcity positively moderated the relationship between gambler's fallacy and irrational consumption behavior. As perceived scarcity increased among blind box consumers, cognitive bias resulting from gambler's fallacy more significantly influenced the consumers to engage in irrational consumption behavior.

conclusionsThis study clarified the psychological mechanisms underlying irrational consumption behavior among blind box consumers. Moreover, it provides specific suggestions for blind box consumer, product stakeholders and policymakers to better advocate rational consumption behavior.

Indexed as

Consumer BehaviorRewardAdultChinaFemaleHumansMaleMiddle AgedSurveys and QuestionnairesUncertaintyYoung AdultBlind boxGambler’s fallacyInstant gratificationIrrational consumption behaviorPerceived uncertainty

Identifiers

PMID40181490
PMCPMC11969734

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.