Buy-now-pay-later adoption: the interplay of approach and avoidance forces in attitude formation

Purpose The aim of this study is to assess how approach and avoidance valences affect consumers’ attitude towards buy-now-pay-later (BNPL) purchases. Design/methodology/approach The study used a survey-based design, using data from 233 users of BNPL services in the United States of America and the United Kingdom. Using fuzzy-set qualitative comparative analysis (fsQCA) and structural equation modelling, structural and configurational models were evaluated. Findings The results indicate that perceived severity has no significant influence on attitude towards BNPL purchases. However, relative advantage, observability, perceived vulnerability, algorithmic anxiety and self-efficacy have a significant influence on attitude towards BNPL purchases. Overall, the results of the fsQCA showed that attitude towards BNPL purchases is predicted by a complex combination of interactions. Originality/value To the best of the authors’ knowledge, this study is the first to use both approach and avoidance-based forces, which have not been examined previously in the BNPL literature, to validate net valence theory for examining consumers’ attitude towards BNPL purchases.

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Publication Details

Journal
Journal of Services Marketing
Published
2026-01-22
DOI
https://doi.org/10.1108/jsm-06-2025-0370
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

Buy-now-pay-later adoption: the interplay of approach and avoidance forces in attitude formation

Brian N. Rutherford, Mahender Singh Yadav, Tanya Ranjan, Anjali Malik et al.
Journal of Services Marketing
Technology Adoption and User Behaviour
article

Buy-now-pay-later adoption: the interplay of approach and avoidance forces in attitude formation

Brian N. Rutherford, Mahender Singh Yadav, Tanya Ranjan, Anjali Malik, Amit Kumar Singh
article en

Abstract

Purpose The aim of this study is to assess how approach and avoidance valences affect consumers’ attitude towards buy-now-pay-later (BNPL) purchases. Design/methodology/approach The study used a survey-based design, using data from 233 users of BNPL services in the United States of America and the United Kingdom. Using fuzzy-set qualitative comparative analysis (fsQCA) and structural equation modelling, structural and configurational models were evaluated. Findings The results indicate that perceived severity has no significant influence on attitude towards BNPL purchases. However, relative advantage, observability, perceived vulnerability, algorithmic anxiety and self-efficacy have a significant influence on attitude towards BNPL purchases. Overall, the results of the fsQCA showed that attitude towards BNPL purchases is predicted by a complex combination of interactions. Originality/value To the best of the authors’ knowledge, this study is the first to use both approach and avoidance-based forces, which have not been examined previously in the BNPL literature, to validate net valence theory for examining consumers’ attitude towards BNPL purchases.

Journal of Services Marketing
University of Delhi (IN), Kennesaw State University (US), Centre for Development Economics (IN), Maharshi Dayanand University (IN)
Openalex Percentile: Top 82%
Technology Adoption and User Behaviour
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