管理评论 ›› 2022, Vol. 34 ›› Issue (12): 157-172.
武瑞娟1, 李佩毓1, 李研2
收稿日期:
2020-06-30
出版日期:
2022-12-28
发布日期:
2023-01-16
通讯作者:
武瑞娟(通讯作者),天津理工大学管理学院教授,硕士生导师,博士。
作者简介:
李佩毓,天津理工大学管理学院硕士研究生;李研,首都经济贸易大学工商管理学院副教授,博士生导师,博士。
基金资助:
Wu Ruijuan1, Li Peiyu1, Li Yan2
Received:
2020-06-30
Online:
2022-12-28
Published:
2023-01-16
摘要: 本研究探讨线上消费者负面评论中,贴图数量(少vs.多)对评论有用性的影响效应及影响机制。研究通过一个实地研究和两个实验室研究对假设进行验证。研究1根据京东网的真实评论,对56个品牌12623条评论数据进行分析后发现,在负面评论中,贴图数量对评论有用性有正向显著影响。进一步地,研究1将产品分为享乐搜索型、功能体验型、功能搜索型、享乐体验型四类,研究结果表明,不管在哪种类型产品中,贴图数量对评论有用性的影响效应均显著。研究2使用了照相机的负面评论。研究2的结果证实了贴图数量对评论有用性的正向影响效应,并证明了在这一影响效应中,心理意象和感知产品不确定性的并列中介作用,排除了感知信息量和劝服效应的中介作用。研究3使用了家政服务负面评论,结果重复了研究2的发现。
武瑞娟, 李佩毓, 李研. 线上消费者负面评论中贴图数量对评论有用性影响效应研究——一项基于负面评论的研究[J]. 管理评论, 2022, 34(12): 157-172.
Wu Ruijuan, Li Peiyu, Li Yan. The Effect of Image Number in Online Consumer Reviews on Review Helpfulness——An Empirical Study Based on Negative Reviews[J]. Management Review, 2022, 34(12): 157-172.
[1] Park D. H., Lee J., Han I. The Effect of On-Line Consumer Reviews on Consumer Purchasing Intention:The Moderating Role of Involvement[J]. International Journal of Electronic Commerce, 2007,11(4):125-148 [2] Rezabakhsh B., Bornemann D., Hansen U., et al. Consumer Power:A Comparison of the Old Economy and the Internet Economy[J]. Journal of Consumer Policy, 2006,29(1):3-36 [3] Jiang Z., Benbasat I. Research Note-Investigating the Influence of the Functional Mechanisms of Online Product Presentations[J]. Information Systems Research, 2007,18(4):454-470 [4] Ngo-Ye T., Sinha A. P. The Influence of Reviewer Engagement Characteristics on Online Review Helpfulness:A Text Regression Model[J]. Decision Support Systems, 2014,61:47-58 [5] Dabholkar P. A. Factors Influencing Consumer Choice of a "Rating Web Site":An Experimental Investigation of an Online Interactive Decision Aid[J]. Journal of Marketing Theory & Practice, 2006,14(4):259-273 [6] Marketing Charts. How Americans Approach Online Consumer Reviews[EB/OL]. https://www.marketingcharts.com/industries/automotive-industries-48783, 2014 [7] Anderson M. Study:72% of Consumers Trust Online Reviews as Much as Personal Recommendations[EB/OL]. https://searchengineland.com/study-72-of-consumers-trust-online-reviews-as-much-as-personal-recommendations-114152, 2012 [8] Hankin L. The Effects of User Reviews on Online Purchasing Behavior across Multiple Product Categories[C]. Master's Final Project Report, UC Berkeley School of Information, 2007 [9] Chevalier J. A., Mayzlin D. The Effect of Word of Mouth on Sales:Online Book Reviews[J]. Journal of Marketing Research, 2006,43(8):345-354 [10] Li J., Zhan L. Online Persuasion:How the Written Word Drives WOM[J]. Journal of Advertising Research, 2011,51(1):239-257 [11] Mudambi S. M., Schuff D. What Makes a Helpful Online Review? A Study of Customer Reviews on Amazon.com[J]. MIS Quarterly, 2010,34(1):185-200 [12] Pan Y., Zhang J. Q. Born Unequal:A Study of the Helpfulness of User-Generated Product Reviews[J]. Journal of Retailing, 2011,87(4):598-612 [13] Chen Z., Lurie N. H. Temporal Contiguity and Negativity Bias in the Impact of Online Word of Mouth[J]. Journal of Marketing Research, 2013,50(4):463-476 [14] Duan W., Gu B., Whinston A. B. The Dynamics of Online Word-of-Mouth and Product Sales:An Empirical Investigation of the Movie Industry[J]. Journal of Retailing, 2008,84(2):233-242 [15] Racherla P., Friske W. Perceived 'Usefulness' of Online Consumer Reviews:An Exploratory Investigation across Three Services Categories[J]. Electronic Commerce Research & Applications, 2012,11(6):548-559 [16] Zhang J. Q., Craciun G., Shin D. When does Electronic Word-of-Mouth Matter? A Study of Consumer Product Reviews[J]. Journal of Business Research, 2010,63(12):1336-1341 [17] Ahmad S. N., Michel L. How do Expressed Emotions Affect the Helpfulness of a Product Review? Evidence from Reviews Using Latent Semantic Analysis[J]. International Journal of Electronic Commerce, 2015,20(1):76-111 [18] Cao Q., Duan W., Gan Q. Exploring Determinants of Voting for the "Helpfulness" of Online User Reviews:A Text Mining Approach[J]. Decision Support System, 2011,50(2):511-521 [19] Park S., Nicolau J. L. Asymmetric Effects of Online Consumer Reviews[J]. Annals of Tourism Research, 2015,50:67-83 [20] Singha J. P., Dwivedib Y. K., Iranib S., et al. Predicting the "Helpfulness" of Online Consumer Reviews[J]. Journal of Business Research, 2016,70:1-16 [21] Ghose A., Ipeirotis P. G. Estimating the Helpfulness and Economic Impact of Product Reviews:Mining Text and Reviewer Characteristics[J]. IEEE Transactions on Knowledge & Data Engineering, 2011,23(10):1498-1512 [22] Schindler R. M., Bickart B. Perceived Helpfulness of Online Consumer Reviews:The Role of Message Content and Style[J]. Journal of Consumer Behavior, 2012,11(3):234-243 [23] Kronrod A., Danziger S. "Wii Will Rock You!" The Use and Effect of Figurative Language in Consumer Reviews of Hedonic and Utilitarian Consumption[J]. Journal of Consumer Research, 2013,40(4):726-739 [24] Ludwig S., Ruyter K. D., Friedman M., et al. More than Words:The Influence of Affective Content and Linguistic Style Matches in Online Reviews on Conversion Rates[J]. Journal of Marketing, 2013,77(1):87-103 [25] Moore S. G. Attitude Predictability and Helpfulness in Online Reviews:The Role of Explained Actions and Reactions[J]. Journal of Consumer Research, 2015,42(1):30-44 [26] Neisser U. Imagery and Verbal Processes[J]. Science, 1971,176(4035):628-630 [27] Carmody D. P., Lewis M. Brain Activation When Hearing One's Own and Others' Names[J]. Brain Research, 2006,1116(1):153-158 [28] Das J. P., John R., Jarman R. F. Simultaneous and Successive Syntheses:An Alternative Model for Cognitive Abilities[J]. Psychological Bulletin, 1975,82(1):87-103 [29] Starch D. How does the Shape of Ads Affect Readership[J]. Media/Scope, 1966,10(7):83-85 [30] Shepard R. N. Recognition Memory for Words, Sentences, and Pictures[J]. Journal of Verbal Learning and Verbal Behavior, 1967,6(1):156-163 [31] Son J., Reese S. D., Davie W. R. Effects of Visual-Verbal Redundancy and Recaps on Television News Learning[J]. Journal of Broadcasting & Electronic Media, 1987,31(2):207-216 [32] Mitchell A. A., Olson J. C. Are Product Attribute Beliefs the Only Mediator of Advertising Effects on Brand Attitude[J]. Journal of Marketing Research, 1981,18(3):318-332 [33] Blanco C. F., Sarasa R. G., Sanclemente C. O. Effects of Visual and Textual Information in Online Product Presentations:Looking for the Best Combination in Website Design[J]. European Journal of Information Systems, 2010,19(6):668-686 [34] An D. Advertising Visuals in Global Brands' Local Websites:A Six-Country Comparison[J]. International Journal of Advertising, 2007,26(3):303-332 [35] Yoo J., Kim M. The Effects of Online Product Presentation on Consumer Responses:A Mental Imagery Perspective[J]. Journal of Business Research, 2014,67(11):2464-2472 [36] 杨颖,朱毅. 谁该成为体验型产品网络评论的主角,图片还是文字?[J]. 心理学报, 2016,48(8):1026-1036 [37] 林爽,吕兴洋,宋慧林. 一图胜千言? 图片与文字在线评论对消费者购买意向的影响研究[J]. 商业经济与管理, 2017, (8):60-68 [38] 汪旭晖,陈鑫. 用户生成内容的图文匹配对消费者感知有用性的影响[J]. 管理科学, 2018,31(1):101-115 [39] Berger J., Sorensen A. T., Rasmussen S. J. Positive Effects of Negative Publicity:When Negative Reviews Increase Sales[J]. Marketing Science, 2010,9(5):815-827 [40] Hu N., Liu L., Zhang J. J. Do Online Reviews Affect Product Sales? The Role of Reviewer Characteristics and Temporal Effects[J]. Information Technology and Management, 2008,9(3):201-214 [41] Liu Y. Word of Mouth for Movies:Its Dynamics and Impact on Box Office Revenue[J]. Journal of Marketing, 2006,70(3):74-89 [42] Zhang W., Watts S. A. Capitalizing on Content:Information Adoption in Two Online Communities[J]. Journal of the Association for Information Systems, 2008,9(2):73-94 [43] Huang J., Chen Y. Herding in Online Product Choice[J]. Psychology and Marketing, 2006,23(5):413-428 [44] Senecal S., Nantel J. The Influence of Online Product Recommendations on Consumers' Online Choices[J]. Journal of Retailing, 2004,80(2):159-169 [45] Vermeulen I. E., Seegers D. Tried and Tested:The Impact of Online Hotel Reviews on Consumer Consideration[J]. Tourism Management, 2009,30(1):123-127 [46] Lee J., Park D. H., Han I. The Effect of Negative Online Consumer Reviews on Product Attitude:An Information Processing View[J]. Electronic Commerce Research and Applications, 2008,7(3):341-352 [47] Zhang K. Z. K., Zhao S. J., Cheung C. M. K., et al. Examining the Influence of Online Reviews on Consumers' DecisionMaking:A Heuristic-Systematic Model[J]. Decision Support Systems, 2014,67(C):78-89 [48] Lee J., Lee J. N. Understanding the Product Information Inference Process in Electronic Word-of-Mouth:An ObjectivitySubjectivity Dichotomy Perspective[J]. Information & Management, 2009,46(5):302-311 [49] Filieri R., Mcleay F., Tsui B., et al. Consumer Perceptions of Information Helpfulness and Determinants of Purchase Intention in Online Consumer Reviews of Services[J]. Information & Management, 2018,55(8):950-970 [50] Allard T., Dunn L. H., White K. Negative Reviews, Positive Impact:Consumer Empathetic Responding to Unfair Word of Mouth[J]. Journal of Marketing, 2020,84(4):86-108 [51] Skowronski J. J., Carlston D. E. Negativity and Extremity Biases in Impression Formation:A Review of Explanations[J]. Psychological Bulletin, 1989,105(1):131-142 [52] Maheswaran D., Meyers-Levy J. The Influence of Message Framing and Issue Involvement[J]. Journal of Marketing Research, 1990,27(3):361-367 [53] Amabile T. M. Brilliant but Cruel:Perceptions of Negative Evaluators[J]. Journal of Experimental Social Psychology, 1983,19(2):146-156 [54] 蔡淑琴,秦志勇,李翠萍,等. 面向负面在线评论的情感强度对有用性的影响研究[J]. 管理评论, 2017,29(2):79-86 [55] Li M., Huang L., Tan C. H., et al. Helpfulness of Online Product Reviews as Seen by Consumers:Source and Content Features[J]. International Journal of Electronic Commerce, 2013,17(4):101-136 [56] Salehan M., Kim D. J. Predicting the Performance of Online Consumer Reviews:A Sentiment Mining Approach to Big Data Analytics[J]. Decision Support Systems, 2015,81(C):30-40 [57] Park C., Lee T. M. Information Direction, Website Reputation and Ewom Effect:A Moderating Role of Product Type[J]. Journal of Business Research, 2009,62(1):1-67 [58] Petrova P. K., Cialdini R. B. Fluency of Consumption Imagery and the Backfire Effects of Imagery Appeals[J]. Journal of Consumer Research, 2005,32(3):442-452 [59] Schwenk C. R. Information, Cognitive Biases, and Commitment to a Course of Action[J]. Academy of Management Review, 1986,11(2):298-310 [60] Weathers D., Sharma S., Wood S. L. Effects of Online Communication Practices on Consumer Perceptions of Performance Uncertainty for Search and Experience Goods[J]. Journal of Retailing, 2007,83(4):393-401 [61] Ahlers G. K. C., Cumming D., GÜNther C., et al. Signaling in Equity Crowdfunding[J]. Entrepreneurship Theory and Practice, 2015,39(4):955-980 [62] Mollick E. R. The Dynamics of Crowdfunding:An Exploratory Study[J]. Social Science Electronic Publishing, 2014,29(1):1-16 [63] Macinnis D. J., Price L. L. The Role of Imagery in Information Processing:Review and Extensions[J]. Journal of Consumer Research, 1987,13(4):473-491 [64] White K., Sheehan P. W., Ashton R. Imagery Assessment:A Survey of Self-report Measures[J]. Journal of Mental Imagery, 1997,1(1):145-169 [65] Aydınoğlu N. Z., Cian L. Show Me the Product, Show Me the Model:Effect of Picture Type on Attitudes toward Advertising[J]. Journal of Consumer Psychology, 2014,24(4):506-519 [66] Jiang Y., Adaval R., Steinhart Y., et al. Imagining Yourself in the Scene:The Interactive Effects of Goal-Driven Self-imagery and Visual Perspectives on Consumer Behavior[J]. Social Science Electronic Publishing, 2014,41(2):418-435 [67] Unnava H. R., Burnkrant R. E. An Imagery-Processing View of the Role of Pictures in Print Advertisements[J]. Journal of Marketing Research, 1991,28(2):226-231 [68] Glaser W. R. Picture Naming[J]. Cognition, 1992,42(1-3):61-105 [69] Hu Y., Li X. Context-Dependent Product Evaluations:An Empirical Analysis of Internet Book Reviews[J]. Journal of Interactive Marketing, 2011,25(3):123-133 [70] Miller D. W., Stoica M. Comparing the Effects of a Photograph versus Artistic Renditions of a Beach, Scene in a Direct-Response Print Ad for a Caribbean Resort Island:A Mental Imagery Perspective[J]. Journal of Vacation Marketing, 2003,10(1):11-21 [71] Paivio A., Yuille J. C., Madigan S. A. Concreteness, Imagery and Meaningfulness Values for 925 Nouns[J]. Journal of Experimental Psychology, 1968,76(1):1-25 [72] Babin L. A., Alvin C., Burns A. C. Effects of Print Ad Pictures and Copy Containing Instructions to Imagine on Mental Imagery That Mediates Attitudes[J]. Journal of Advertising, 1997,26(3):33-44 [73] Walters G., Sparks B., Herington C. The Effectiveness of Print Advertising Stimuli in Evoking Elaborate Consumption Visions for Potential Travelers[J]. Journal of Travel Research, 2007,46(1):24-34 [74] Milliken F. Three Types of Perceived Uncertainty About the Environment:State, Effect, and Response Uncertainty[J]. The Academy of Management Review, 1987,12(1):133-143 [75] Dimoka A., Hong Y., Pavlou P. A. On Product Uncertainty in Online Markets:Theory and Evidence[J]. Social Science Electronic Publishing, 2012,36(2):395-426 [76] Liebeskind J., Rumelt R. P. Markets for Experience Goods with Performance Uncertainty[J]. Journal of Economics, 1989,20(4):601-621 [77] Laran J., Tsiros M. An Investigation of the Effectiveness of Uncertainty in Marketing Promotions Involving Free Gifts[J]. Journal of Marketing, 2013,77(2):112-123 [78] Cheung M. Y., Luo C., Sia C. L., et al. Credibility of Electronic Word-of-Mouth:Informational and Normative Determinants of On-line Consumer Recommendations[J]. International Journal of Electronic Commerce, 2009,13(4):9-38 [79] Yague-Guillen M. J., Munuera-Aleman J. L., Delgado-Ballester E. Development and Validation of a Brand Trust Scale[J]. International Journal of Market Research, 2003,45(1):1-18 [80] Kim M., Lennon S. J. Television Shopping for Apparel in the United States:Effects of Perceived Amount of Information on Perceived Risks and Purchase Intentions[J]. Family and Consumer Sciences Research Journal, 2010,28(3):301-331 [81] Kim M., Lennon S. J. The Effects of Visual and Verbal Information on Attitudes and Purchase Intentions in Internet Shopping[J]. Psychology & Marketing, 2008,25(2):146-178 [82] Appiah O. Rich Media, Poor Media:The Impact of Audio/Video Vs. Text/Picture Testimonial Ads on Browsers's Evaluations of Commercial Web Sites and Online Products[J]. Journal of Current Issues & Research in Advertising, 2006,28(1):73-86 [83] Sternthal B., Phillips L. W., Dholakia R. The Persuasive Effect of Source Credibility:A Situational Analysis[J]. Public Opinion Quarterly, 1978,42(3):285-314 [84] Petty R. E., John T. C. The Effects of Involvement on Responses to Argument Quantity and Quality:Central and Peripheral Routes to Persuasion[J]. Journal of Personality and Social Psychology, 1984,46(1):69-81 [85] Kitchen P. J., Kerr G., Schultz D. E., et al. The Elaboration Likelihood Model:Review, Critique and Research Agenda[J]. European Journal of Marketing, 2014,48(11):2033-2050 [86] Cyr D., Head M., Lim E., et al. Using the Elaboration Likelihood Model to Examine Online Persuasion through Website Design[J]. Information & Management, 2018,55(7):807-821 [87] Filieri R., Hofacker C. F., Alguezaui S. What Makes Information in Online Consumer Reviews Diagnostic over Time? The Role of Review Relevancy, Factuality, Currency, Source Credibility and Ranking Score[J]. Computers in Human Behavior, 2018,80:122-131 [88] Liebermann Y., Flint-Goor A. Message Strategy by Product-Class Type:A Matching Model[J]. International Journal of Research in Marketing, 1996,13(3):237-249 [89] Kergoat M., Meyer T., Merot A. Picture-based Persuasion in Advertising:The Impact of Attractive Pictures on Verbal Ad's Content[J]. Journal of Consumer Marketing, 2017,34(7):624-635 [90] 中关村在线. 京东2018年财报:活跃用户破3亿净利润35亿[EB/OL]. https://baijiahao.baidu.com/s?id=1626767644962071404&wfr=spider&for=pc, 2018 [91] 电子商务研究中心. 2017年度中国网络零售市场数据监测报告[EB/OL]. http://www.100ec.cn/zt/17wlls, 2017 [92] Peterson R. A., Balasubramanian S., Bronnenberg B. J. Exploring the Implications of the Internet for Consumer Marketing[J]. Journal of the Academy of Marketing Science, 1997,25(4):325-346 [93] Nelson P. Information and Consumer Behavior[J]. Journal of Political Economy, 1970,78(2):311-329 [94] Holbrook M. B., Moore W. L. Feature Interactions in Consumer Judgments of Verbal Versus Pictorial Presentations[J]. Journal of Consumer Research, 1981,8(1):103-113 [95] Luan J., Yao Z., Zhao F. T., et al. Search Product and Experience Product Online Reviews:An Eye-Tracking Study on Consumers' Review Search Behavior[J]. Computers in Human Behavior, 2016,65:420-430 [96] 赵占波,涂荣庭. 产品属性测量中的二维结构:一项实证研究[J]. 管理学报, 2009,6(1):70-81 [97] 李继波. 时间定价对亲社会行为的影响及其心理机制[D]. 西南大学博士学位论文, 2014 [98] Lin T. M. Y., Lu K. Y., Wu J. J. The Effects of Visual Information in Ewom Communication[J]. Journal of Research in Interactive Marketing, 2012,6(1):7-26 [99] 张艳辉,李宗伟. 在线评论有用性的影响因素研究:基于产品类型的调节效应[J]. 管理评论, 2016,28(10):123-132 [100] Park Y. J. Predicting the Helpfulness of Online Customer Reviews across Different Product Types[J]. Sustainability, 2018,10(6):1735-1755 [101] Lu S., Wu J., Tseng S. L. How Online Reviews Become Helpful:A Dynamic Perspective[J]. Journal of Interactive Marketing, 2018,44:17-28 [102] 严建援,张丽,张蕾. 电子商务中在线评论内容对评论有用性影响的实证研究[J]. 情报科学, 2012,30(5):713-716 [103] Lu Y., Tsaparas P., Ntoulas A., et al. Exploiting Social Context for Review Quality Prediction[C]. Proceedings of the 19th International Conference on World Wide Web. ACM, 2010 [104] Baek H., Ahn J. H., Choi Y. Helpfulness of Online Consumer Reviews:Readers' Objectives and Review Cues[J]. International Journal of Electronic Commerce, 2012,17(2):99-126 [105] 徐琳宏,林鸿飞,潘宇,等. 情感词汇本体的构造[J]. 情报学报, 2008,27(2):180-185 [106] 李翠萍. 面向负面口碑解决的在线评论有用性的研究[D]. 华中科技大学硕士学位论文, 2016 [107] Forman C., Aghose A., Wiesenfeld B. Examining the Relationship between Reviews and Sales:The Role of Reviewer Identity Disclosure in Electronic Markets[J]. Information Systems Research, 2008,19(3):291-313 [108] Pavlou P. A., Dimoka A. The Nature and Role of Feedback Text Comments in Online Marketplaces:Implications for Trust Building, Price Premiums, and Seller Differentiation[J]. Information Systems Research, 2006,17(4):392-414 [109] Dellarocas C., Zhang M., Awad N. F. Exploring the Value of Online Product Reviews in Forecasting Sales:The Case of Motion Pictures[J]. Journal of Interactive Marketing, 2007,21(4):23-45 [110] Kim S. M., Pantel P., Chklovski T., et al. Automatically Assessing Review Helpfulness[C]//Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing. Morristown, NJ:Association for Computational Linguistics, 2006 [111] 王贵东. 中国制造业企业的垄断行为:寻租型还是创新型[J]. 中国工业经济, 2017,(3):83-100 [112] Lee K. Y., Li H., Edwards S. M. The Effect of 3-D Product Visualisation on the Strength of Brand Attitude[J]. International Journal of Advertising, 2012,31(2):377-396 [113] Lee-Wingate S. N., Xie Y. Consumer Perceptions of Product-Claim versus Help-Seeking Direct-to-Consumer Advertising[J]. International Journal of Pharmaceutical and Healthcare Marketing, 2010,4(3):232-246 [114] Preacher K. J., Hayes A. F. Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models[J]. Behavior Research Methods, 2008,40(3):879-891 [115] 廖俊云,黄敏学. 基于酒店销售的在线产品评论、品牌与产品销量实证研究[J]. 管理学报, 2016,13(1):122-130 |
[1] | 刘建新, 范秀成, 张成虎. 手工产品的溢价效应:基于多重中介模型[J]. 管理评论, 2021, 33(8): 171-184. |
[2] | 王亚妮, 王君, 姚唐, 王泰茗. 什么样的评论更有用?基于ELM的“Meta分析”[J]. 管理评论, 2021, 33(5): 246-256. |
[3] | 蔡淑琴, 秦志勇, 李翠萍, 袁乾, 邹碧攀. 面向负面在线评论的情感强度对有用性的影响研究[J]. , 2017, 29(2): 79-86. |
[4] | 张艳辉, 李宗伟. 在线评论有用性的影响因素研究:基于产品类型的调节效应[J]. , 2016, 28(10): 123-132. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||