Dušan Mladenović , Mikhail Monashev , Michal Jirásek , Roberto Bruni
{"title":"当在线评论还不够时?通过NCA和fsQCA的视角采用加密货币","authors":"Dušan Mladenović , Mikhail Monashev , Michal Jirásek , Roberto Bruni","doi":"10.1016/j.chb.2025.108764","DOIUrl":null,"url":null,"abstract":"<div><div>The present study investigates the influence of electronic word-of-mouth (eWOM), particularly online reviews, on the adoption of a novel payment gateway – cryptocurrencies, an emerging financial technology gaining increasing traction among digital consumers. Instead of traditional correlational relations, the study looks at the relationship from alternative perspectives: necessity and configurational logic. The study tests its conceptual framework through Necessary Condition Analysis (NCA) and a fuzzy-set Qualitative Comparative Analysis (fsQCA). The dataset is based on a self-administered online questionnaire with 402 respondents recruited through a reputed online panel. The objective is to determine which eWOM components are necessary, and which combinations of them are sufficient, to influence consumers' behavioral intentions toward cryptocurrency use in e-commerce. The results indicate that when users face a small number of conflicting reviews, their intention to use crypto as a payment method diminishes. Hypothetically, plentiful and consistent reviews that either have a good argument quality or are two-sided (containing both positive and negative aspects), likely result in high intention to adopt cryptocurrencies. Findings contribute to a deeper understanding of eWOM's role in shaping technology adoption behavior, revealing that specific configurations (low review volume and inconsistency)—can undermine adoption intentions. This study represents an early exploration of how eWOM influences cryptocurrency adoption, offering insights that expand existing literature and highlight important theoretical and practical implications. It provides actionable recommendations for marketers, platforms, and policymakers aiming to encourage broader adoption of digital payment methods.</div></div>","PeriodicalId":48471,"journal":{"name":"Computers in Human Behavior","volume":"172 ","pages":"Article 108764"},"PeriodicalIF":8.9000,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"When online review is not enough? Adoption of cryptocurrencies through the lenses of NCA and fsQCA\",\"authors\":\"Dušan Mladenović , Mikhail Monashev , Michal Jirásek , Roberto Bruni\",\"doi\":\"10.1016/j.chb.2025.108764\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The present study investigates the influence of electronic word-of-mouth (eWOM), particularly online reviews, on the adoption of a novel payment gateway – cryptocurrencies, an emerging financial technology gaining increasing traction among digital consumers. Instead of traditional correlational relations, the study looks at the relationship from alternative perspectives: necessity and configurational logic. The study tests its conceptual framework through Necessary Condition Analysis (NCA) and a fuzzy-set Qualitative Comparative Analysis (fsQCA). The dataset is based on a self-administered online questionnaire with 402 respondents recruited through a reputed online panel. The objective is to determine which eWOM components are necessary, and which combinations of them are sufficient, to influence consumers' behavioral intentions toward cryptocurrency use in e-commerce. The results indicate that when users face a small number of conflicting reviews, their intention to use crypto as a payment method diminishes. Hypothetically, plentiful and consistent reviews that either have a good argument quality or are two-sided (containing both positive and negative aspects), likely result in high intention to adopt cryptocurrencies. Findings contribute to a deeper understanding of eWOM's role in shaping technology adoption behavior, revealing that specific configurations (low review volume and inconsistency)—can undermine adoption intentions. This study represents an early exploration of how eWOM influences cryptocurrency adoption, offering insights that expand existing literature and highlight important theoretical and practical implications. It provides actionable recommendations for marketers, platforms, and policymakers aiming to encourage broader adoption of digital payment methods.</div></div>\",\"PeriodicalId\":48471,\"journal\":{\"name\":\"Computers in Human Behavior\",\"volume\":\"172 \",\"pages\":\"Article 108764\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers in Human Behavior\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0747563225002110\",\"RegionNum\":1,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers in Human Behavior","FirstCategoryId":"102","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0747563225002110","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, EXPERIMENTAL","Score":null,"Total":0}
When online review is not enough? Adoption of cryptocurrencies through the lenses of NCA and fsQCA
The present study investigates the influence of electronic word-of-mouth (eWOM), particularly online reviews, on the adoption of a novel payment gateway – cryptocurrencies, an emerging financial technology gaining increasing traction among digital consumers. Instead of traditional correlational relations, the study looks at the relationship from alternative perspectives: necessity and configurational logic. The study tests its conceptual framework through Necessary Condition Analysis (NCA) and a fuzzy-set Qualitative Comparative Analysis (fsQCA). The dataset is based on a self-administered online questionnaire with 402 respondents recruited through a reputed online panel. The objective is to determine which eWOM components are necessary, and which combinations of them are sufficient, to influence consumers' behavioral intentions toward cryptocurrency use in e-commerce. The results indicate that when users face a small number of conflicting reviews, their intention to use crypto as a payment method diminishes. Hypothetically, plentiful and consistent reviews that either have a good argument quality or are two-sided (containing both positive and negative aspects), likely result in high intention to adopt cryptocurrencies. Findings contribute to a deeper understanding of eWOM's role in shaping technology adoption behavior, revealing that specific configurations (low review volume and inconsistency)—can undermine adoption intentions. This study represents an early exploration of how eWOM influences cryptocurrency adoption, offering insights that expand existing literature and highlight important theoretical and practical implications. It provides actionable recommendations for marketers, platforms, and policymakers aiming to encourage broader adoption of digital payment methods.
期刊介绍:
Computers in Human Behavior is a scholarly journal that explores the psychological aspects of computer use. It covers original theoretical works, research reports, literature reviews, and software and book reviews. The journal examines both the use of computers in psychology, psychiatry, and related fields, and the psychological impact of computer use on individuals, groups, and society. Articles discuss topics such as professional practice, training, research, human development, learning, cognition, personality, and social interactions. It focuses on human interactions with computers, considering the computer as a medium through which human behaviors are shaped and expressed. Professionals interested in the psychological aspects of computer use will find this journal valuable, even with limited knowledge of computers.