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Consumer confusion: A meta-analytic review

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  • Shahid, Shadma
  • Maseeh, Haroon Iqbal
  • Jebarajakirthy, Charles
  • Kumar Sharma, Bhuvanesh
  • Saha, Raiswa
  • Gupta, Shubhi

Abstract

Consumer confusion is a state of mind that occurs when consumers encounter a large number of options or information overload, making it difficult for them to make a confident and informed purchasing decision. This study summarises the consumer confusion literature to analyse the links between the constructs examined in this literature domain. The findings suggest that various information, consumer, and product-related factors prompt consumer confusion which engenders negative consumer responses. Moderation analysis indicates that differences in six methodological factors (research methods, sample type, country, gender dominance, survey administration method, and sample size) and five contextual moderators (price consciousness, industry type, customer involvement, cultural perspectives, and store type) across the studies contribute to inconsistent findings regarding the relationships between the constructs examined in the consumer confusion domain. Theoretically, being the first meta-analytic study on consumer confusion, this study offers a statistical summary of the quantitative results reported in the consumer confusion literature and presents solid relationships between the variables examined in the literature. Practically, we offer useful implications for marketers to minimise the consumer confusion during the purchase decision-making process among specific consumer groups.

Suggested Citation

  • Shahid, Shadma & Maseeh, Haroon Iqbal & Jebarajakirthy, Charles & Kumar Sharma, Bhuvanesh & Saha, Raiswa & Gupta, Shubhi, 2025. "Consumer confusion: A meta-analytic review," Journal of Business Research, Elsevier, vol. 192(C).
    • Handle: RePEc:eee:jbrese:v:192:y:2025:i:c:s0148296325001171
    DOI: 10.1016/j.jbusres.2025.115294
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    References listed on IDEAS

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    1. Hult, G. Tomas M. & Sharma, Pratyush Nidhi & Morgeson, Forrest V. & Zhang, Yufei, 2019. "Antecedents and Consequences of Customer Satisfaction: Do They Differ Across Online and Offline Purchases?," Journal of Retailing, Elsevier, vol. 95(1), pages 10-23.
    2. Anninou, Ioanna & Foxall, Gordon R., 2019. "The reinforcing and aversive consequences of customer experience. The role of consumer confusion," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 139-151.
    3. Gianfranco Walsh & Andrew Lindridge & Vincent-Wayne Mitchell & Alexander Deseniss & Axel Lippold, 2016. "Investigating consumer confusion proneness cross-culturally: empirical evidence from the USA, Germany, and Thailand," International Journal of Markets and Business Systems, Inderscience Enterprises Ltd, vol. 2(3), pages 226-242.
    4. Honora, Andreawan & Chih, Wen-Hai & Wang, Kai-Yu, 2022. "Managing social media recovery: The important role of service recovery transparency in retaining customers," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    5. Gabler, Colin B. & Myles Landers, V. & Reynolds, Kristy E., 2017. "Purchase decision regret: Negative consequences of the Steadily Increasing Discount strategy," Journal of Business Research, Elsevier, vol. 76(C), pages 201-208.
    6. Lin, Chen-Yu, 2015. "Conceptualizing and measuring consumer perceptions of retailer innovativeness in Taiwan," Journal of Retailing and Consumer Services, Elsevier, vol. 24(C), pages 33-41.
    7. Nguyen, The Ninh & Lobo, Antonio & Greenland, Steven, 2016. "Pro-environmental purchase behaviour: The role of consumers' biospheric values," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 98-108.
    8. Fern, Edward F & Monroe, Kent B, 1996. "Effect-Size Estimates: Issues and Problems in Interpretation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 23(2), pages 89-105, September.
    9. Maseeh, Haroon Iqbal & Jebarajakirthy, Charles & Pentecost, Robin & Ashaduzzaman, Md. & Arli, Denni & Weaven, Scott, 2021. "A meta-analytic review of mobile advertising research," Journal of Business Research, Elsevier, vol. 136(C), pages 33-51.
    10. Ishani Patharia Chopra & Charles Jebarajakirthy & Tanu Jain & Haroon Iqbal Maseeh, 2024. "Electronic shopping cart abandonment: What do we know and where should we be heading?," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-30, December.
    11. Gantert, Till M. & Fredrich, Viktor & Bouncken, Ricarda B. & Kraus, Sascha, 2022. "The moral foundations of makerspaces as unconventional sources of innovation: A study of narratives and performance," Journal of Business Research, Elsevier, vol. 139(C), pages 1564-1574.
    12. Klein, Andreas & Sharma, Varinder M., 2022. "Consumer decision-making styles, involvement, and the intention to participate in online group buying," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    13. Purnawirawan, Nathalia & De Pelsmacker, Patrick & Dens, Nathalie, 2012. "Balance and Sequence in Online Reviews: How Perceived Usefulness Affects Attitudes and Intentions," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 244-255.
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