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Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study
E-commerce platforms allow customers to post online reviews about their products, but many of these reviews remain non-voted by existing customers. Current literature on the perceived helpfulness of online reviews has overlooked the effect of these non-voted reviews. Additionally, current studies la...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808931/ https://www.ncbi.nlm.nih.gov/pubmed/35602112 http://dx.doi.org/10.1007/s12525-020-00452-1 |
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author | Biswas, Baidyanath Sengupta, Pooja Ganguly, Boudhayan |
author_facet | Biswas, Baidyanath Sengupta, Pooja Ganguly, Boudhayan |
author_sort | Biswas, Baidyanath |
collection | PubMed |
description | E-commerce platforms allow customers to post online reviews about their products, but many of these reviews remain non-voted by existing customers. Current literature on the perceived helpfulness of online reviews has overlooked the effect of these non-voted reviews. Additionally, current studies lack the cross-cultural perspective to help analyze the influence of cultural factors during an analysis of online reviews in an e-commerce platform. This study proposes a novel cross-cultural framework using online consumer reviews from a global e-commerce retailer to investigate these shortcomings. Our study has twofold contributions: firstly, we identified the significant predictors (such as review-title, review sentiments, star rating, social context, and temporal features) of the count of helpful votes received by online reviews – both voted and non-voted. Secondly, we identified a strong moderating effect of national culture on these predictors during the perception and evaluation of global consumers’ reviews. We also performed a quantile regression across the entire distribution of the count of helpful votes. Findings from our study will guide reviewers who publish helpful and comprehensive reviews. Additionally, customers and sellers from global e-commerce firms will learn to account for cross-cultural differences on the provided features to prevent the distortion of the information content of online reviews. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12525-020-00452-1. |
format | Online Article Text |
id | pubmed-7808931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-78089312021-01-15 Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study Biswas, Baidyanath Sengupta, Pooja Ganguly, Boudhayan Electron Mark Research Paper E-commerce platforms allow customers to post online reviews about their products, but many of these reviews remain non-voted by existing customers. Current literature on the perceived helpfulness of online reviews has overlooked the effect of these non-voted reviews. Additionally, current studies lack the cross-cultural perspective to help analyze the influence of cultural factors during an analysis of online reviews in an e-commerce platform. This study proposes a novel cross-cultural framework using online consumer reviews from a global e-commerce retailer to investigate these shortcomings. Our study has twofold contributions: firstly, we identified the significant predictors (such as review-title, review sentiments, star rating, social context, and temporal features) of the count of helpful votes received by online reviews – both voted and non-voted. Secondly, we identified a strong moderating effect of national culture on these predictors during the perception and evaluation of global consumers’ reviews. We also performed a quantile regression across the entire distribution of the count of helpful votes. Findings from our study will guide reviewers who publish helpful and comprehensive reviews. Additionally, customers and sellers from global e-commerce firms will learn to account for cross-cultural differences on the provided features to prevent the distortion of the information content of online reviews. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12525-020-00452-1. Springer Berlin Heidelberg 2021-01-15 2022 /pmc/articles/PMC7808931/ /pubmed/35602112 http://dx.doi.org/10.1007/s12525-020-00452-1 Text en © Institute of Applied Informatics at University of Leipzig 2021, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Research Paper Biswas, Baidyanath Sengupta, Pooja Ganguly, Boudhayan Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title | Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title_full | Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title_fullStr | Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title_full_unstemmed | Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title_short | Your reviews or mine? Exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
title_sort | your reviews or mine? exploring the determinants of “perceived helpfulness” of online reviews: a cross-cultural study |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808931/ https://www.ncbi.nlm.nih.gov/pubmed/35602112 http://dx.doi.org/10.1007/s12525-020-00452-1 |
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