Table 1

Related studies of OPRB and its drivers

ArticleOPRB driversUnderpinning theoriesData source and analysis modelProduct category
Extrinsic product attributesIntrinsic product attributesIndividual customer characteristics
Dong et al. (2025) *  STSurveyFashion
Abdulla et al. (2025) *  Organisational trust theory, ATSurveyRetail
Mishra and Dutta (2024) *  Supply Chain DynamicsTransactional data/MLIndustrial equipment
Panda et al. (2024) *  TPBInterviewMultiple
Martínez-López et al. (2022b) *  AT, Consumer Tolerance TheorySurveyFashion
Martínez-López et al. (2022a) *  Procedural justiceSurveyFashion
Zhang et al. (2022) *  AT, IT, Consumer Learning TheoryExperimentFashion
Gustafsson et al. (2021) *  STTransactional data/StatisticsFashion
Wallenburg et al. (2021) *  STTransactional data/StatisticsFashion
Lee and Yi (2019) *  PTSurvey/StatisticsFashion
Sahoo et al. (2018) *  ITOCR/StatisticsFashion
Gelbrich et al. (2017) *  Operant ConditioningInterviewFashion
Walsh et al. (2016) *  ST, CDTSurvey/StatisticsElectronic
Rao et al. (2014) *  Emotion and AdaptationTransactional data/StatisticsJewellery
De et al. (2013) *  ECT, ITTransactional data/StatisticsFashion
Cheng et al. (2024) ** Not SpecifiedTransactional data; OCR/MLMultiple
Duong et al. (2025) ** STOCR/MLMultiple
Mor et al. (2024) ** Not SpecifiedOCR/MLMultiple
Wachter et al. (2012)   *Consumer Ethics ScaleSurveyNot specified
Shang et al. (2017a)  * Not SpecifiedExperimentNot specified
Serravalle et al. (2022) * *Hofstede’s cultural modelsInterviewFashion
Das and Kunja (2024) ***ECT, CDT, TPBInterviewMultiple
This study***Interaction Style Theory, AT, PT, TPBOCR/MLElectronic

Note(s): ST – Signalling Theory; CDT – Cognitive Dissonance Theory; AT – Attribution Theory; PT – Prospect theory; ECT – Expectation Confirmation Theory; IT – Information Theory; TPB – Theory of Planned Behaviour; OCR – Online Customer Reviews

Source(s): Authors’ own creation

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