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Reversing the denomination effect in tipping contexts 小费语境中面额效应的逆转
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2023-08-30 DOI: 10.1002/jcpy.1385
Jay Zenkić, Jing Lei, Kobe Millet, Jeff D. Rotman

American consumers tip $36bn annually, predominantly using small sums of cash. Yet, little is known about how the denominations of cash affect tipping behavior. In contrast to existing findings on the spending of different denominations (i.e., the denomination effect), we posit that consumers are less likely to tip smaller (vs. larger) denominations (e.g., $1 in 4 × 25¢ coins vs. a $1 banknote) to the same total value. We term this the “denomination-tipping” effect and predict that it occurs because it is more embarrassing to tip with smaller denominations than larger denominations. Consistent with this prediction, we find across one field study and four online studies (N = 1402) that consumers are less likely to tip smaller (vs. larger) denominations, and that this “denomination-tipping” effect is mediated by feelings of embarrassment regarding tipping smaller denominations. Our findings add to the literature on how cash denomination affects consumers' usage of money in the context of tipping, and we provide practical guidance on how service providers can minimize the adverse impact of smaller denominations on tips to their service staff.

美国消费者每年给小费360亿美元,主要使用小额现金。然而,人们对现金面额如何影响小费行为知之甚少。与现有关于不同面额支出的研究结果(即面额效应)相反,我们假设消费者不太可能将较小(与较大)面额(例如,4x25美分硬币中的1美元与1美元钞票)的总价值相同。我们将其称为“面额小费”效应,并预测其发生是因为用较小面额的小费比用较大面额的小费更尴尬。与这一预测一致,我们在一项实地研究和四项在线研究中发现(N=1402),消费者不太可能给较小(相对于较大)面额的小费,这种“面额小费”效应是由对给较小面额小费的尴尬感介导的。我们的研究结果补充了关于现金面额如何影响消费者在小费情况下使用金钱的文献,并为服务提供商如何最大限度地减少较小面额对服务人员小费的不利影响提供了实用指导。
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引用次数: 0
MindMiner: Uncovering linguistic markers of mind perception as a new lens to understand consumer–smart object relationships MindMiner:揭示心智感知的语言标记,作为理解消费者-智能对象关系的新视角
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-27 DOI: 10.1002/jcpy.1381
Jochen Hartmann, Anouk Bergner, Christian Hildebrand

Prior research revealed a striking heterogeneity of how consumers view smart objects, from seeing them as helpful partners to merely a useful tool. We draw on mind perception theory to assess whether the attribution of mental states to smart objects reveals differences in consumer–smart object relationships and device usage. We train a language model to unobtrusively predict mind perception in smart objects from consumer-generated text. We provide a rich set of interpretable linguistic markers for mind perception, drawing on a diverse collection of text-mining techniques, and demonstrate that greater mind perception is associated with expressing a more communal (vs. instrumental) relationship with the device and using it more expansively. We find converging evidence for these associations using over 20,000 real-world customer reviews and also provide causal evidence that inducing a more communal (vs. instrumental) relationship with a smart object enhances mind perception and in turn increases the number of tasks consumers engage in with the device. These findings have important implications for the role of mind perception as a novel lens to study consumer–smart object relationships. We offer an easy-to-use web interface to access our language model using researchers own data or to fine-tune the model to entirely new domains.

之前的研究表明,消费者对智能设备的看法存在显著的异质性,从把它们视为有用的合作伙伴,到仅仅把它们视为有用的工具。我们利用心理知觉理论来评估智能对象的心理状态归因是否揭示了消费者-智能对象关系和设备使用的差异。我们训练了一个语言模型,从消费者生成的文本中不显眼地预测智能对象的思维感知。我们提供了一套丰富的可解释的语言标记,用于心灵感知,利用多种文本挖掘技术,并证明了更大的心灵感知与表达与设备之间更公共(相对于工具)的关系以及更广泛地使用它有关。我们使用超过20,000个真实世界的客户评论找到了这些关联的聚合证据,并且还提供了因果证据,证明与智能对象建立更公共(相对于工具)的关系可以增强思维感知,从而增加消费者参与设备的任务数量。这些发现对于心智知觉作为研究消费者智能客体关系的新视角具有重要意义。我们提供了一个易于使用的web界面,可以使用研究人员自己的数据访问我们的语言模型,或者将模型微调到全新的领域。
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引用次数: 3
Commentaries on “Beyond statistical significance: Five principles for the new era of data analysis and reporting” 关于“超越统计意义:数据分析和报告新时代的五项原则”的评论
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-26 DOI: 10.1002/jcpy.1378
Norbert Schwarz, Fritz Strack, Andrew Gelman, Stijn M. J. van Osselaer, Joel Huber
<p>Three commentaries below provide different perspectives on data analysis and reporting. They generally focus on how the quality of the measures and manipulations determines the value of the analysis. Norbert Schwarz and Fritz Strack's comment is less on the right statistic and more on “sloppy reasoning, gaps between theoretical concepts and their operationalizations, and blissful ignorance of the situated nature of human thinking, feeling, and doing contribute more to the limited reproducibility of empirical findings than the choice of a particular test statistic.” They propose that particular effects are contextual and inappropriately labeled as true or false. Instead, our job is to focus on general constructs that make sense of the diversity of human experience and psychological reactions. Too often studies replicating psychological effects in the noisy and confounded conditions of the marketplace result in statistical uncertainty of garbage in, garbage out. Researchers instead need to look toward tests of specific interactions, which can clarify the influencing factors based on theoretical considerations. The second comment is by Andrew Gelman, an outstanding psychological statistician. He proposes that “once the data have been collected, the most important decisions have already been done.” He then provides four recommendations that enable the statistics to work appropriately. The first requirement of an effective study is to be sure that the measures address the construct of interest. Similar to the position of Schwarz and Strack, it is important to articulate the relevance of a statistically significant finding. The second recommendation seeks to curb large number of studies with inflated effect sizes built from narrow studies and unwarranted optimism. The third recommendation is to simulate data from a model and consider the distribution of possible results. That is often done to test a new analysis method, but it can be even more important in marketplace studies where novel characteristics of the sample and experimental conditions are included in the analysis. Finally, he recommends that one consider likely analyses needed before getting the data. Such foresight would encourage, for example, thinking about the kind of data needed to defend the equality of the control demographics against the treatment. The final commentary is by Stijn van Osselaer. He agrees that <i>p</i>-values reflect the detailed methods from a given study but do not focus on the problem of generalizability. Like Gelman, he sees designs focused on effect sizes may have generated too many studies that do not replicate. He contrasts broad explorations with narrowly defined existence tests that provide evidence that an effect exists somewhere but are mute on other contexts where they may apply. For theoretical problems relevant to applications, it is important to identify moderators through broad sampling across population characteristics, stimuli, and situations. He p
以下三篇评论对数据分析和报告提出了不同的观点。他们普遍关注测量和操作的质量如何决定分析的价值。诺伯特-施瓦茨(Norbert Schwarz)和弗里茨-斯特拉克(Fritz Strack)的评论与其说是关于正确的统计量,不如说是关于 "马虎的推理、理论概念与其操作之间的差距,以及对人类思维、情感和行为的情景性的懵懂无知,比选择特定的测试统计量更能导致实证研究结果的有限可重复性"。他们提出,特定的效果是与环境相关的,不应该被贴上真或假的标签。相反,我们的工作是关注一般的建构,使人类经验和心理反应的多样性具有意义。在嘈杂混乱的市场环境中,复制心理效应的研究往往会产生 "垃圾进,垃圾出 "的统计不确定性。相反,研究人员需要对具体的相互作用进行测试,这可以在理论考虑的基础上明确影响因素。第二位评论者是杰出的心理学统计学家安德鲁-盖尔曼(Andrew Gelman)。他提出,"一旦收集了数据,最重要的决定就已经做出了"。然后,他提出了四项建议,使统计工作能够恰当地发挥作用。有效研究的第一项要求是确保测量方法能够解决感兴趣的建构问题。与施瓦茨和斯特拉克的立场类似,阐明统计意义上的重大发现的相关性也很重要。第二项建议旨在遏制大量的研究,因为这些研究的效应大小被夸大了,而这些效应大小是由狭隘的研究和毫无根据的乐观情绪造成的。第三条建议是通过模型模拟数据,并考虑可能结果的分布。这通常是为了测试一种新的分析方法,但在市场研究中可能更为重要,因为在分析中包含了样本和实验条件的新特征。最后,他建议在获取数据之前考虑可能需要进行的分析。例如,这种前瞻性会鼓励人们思考需要什么样的数据来捍卫对照人口统计学与治疗的平等性。最后一篇评论由 Stijn van Osselaer 撰写。他同意 p 值反映了特定研究的详细方法,但并不关注可推广性问题。与 Gelman 一样,他也认为注重效应大小的设计可能会产生过多无法重复的研究。他将广义的探索与狭义的存在性检验进行了对比,后者提供的证据表明某种效应存在于某处,但对其可能适用的其他情况却不闻不问。对于与应用相关的理论问题,重要的是要通过对不同人群特征、刺激物和情境的广泛取样来确定调节因素。他建议消费者心理学家不要试图在一篇论文中做到面面俱到,而是要在多篇文章中积累与实际相关的适用知识。不同的文章、作者和研究方法扮演着不同的角色,每篇文章都侧重于从产生假设、提供存在证明到探索其广泛适用性的重要阶段。这种务实的方法可以整合寻求解决人类复杂问题的理论孤岛,并有望成为相关出版物的标准。
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引用次数: 0
The effect of subjectivity and objectivity in online reviews: A convolutional neural network approach 网络评论中主观性和客观性的影响:卷积神经网络方法
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-25 DOI: 10.1002/jcpy.1382
Sang Kyu Park, Taikgun Song, Aner Sela

User reviews are now an essential source of information for consumers, exerting strong influence on purchase decisions. Broadly speaking, reviews rated by consumers as more helpful exert a greater influence downstream. The current research examines how the linguistic characteristics of a review affect its helpfulness score. Using a convolutional neural network (CNN), this research analyzes the linguistic subjectivity and objectivity of over 2 million reviews on Amazon. The results show that, ceteris paribus, both linguistic subjectivity and objectivity have a positive impact on review helpfulness. However, contrary to consumers' intuition, when subjectivity and objectivity are combined in the same review, review helpfulness increases less than their respective separate effects would predict, especially for hedonic products. We conceptualize that this results from the increased complexity of messages mixing subjective and objective sentences, which requires more effortful processing. The findings extend the literature on online reviews, word-of-mouth, and text analysis in marketing, and offer practical implications for marketing communication and facilitation of reviews.

用户评论现在是消费者重要的信息来源,对购买决策有很大的影响。一般来说,被消费者评价为更有帮助的评论对下游的影响更大。目前的研究考察了一篇评论的语言特征如何影响它的有用性得分。本研究使用卷积神经网络(CNN)分析了亚马逊上200多万条评论的语言主观性和客观性。结果表明,在其他条件相同的情况下,语言主观性和客观性都对复习有用性有积极的影响。然而,与消费者的直觉相反,当主观性和客观性在同一评论中结合时,评论有用性的增加不如各自单独的效果所预测的那样多,特别是对于享乐产品。我们的概念是,这是由于混合了主观和客观句子的信息的复杂性增加,这需要更努力的处理。研究结果扩展了在线评论、口碑和营销文本分析的文献,并为营销沟通和促进评论提供了实际意义。
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引用次数: 1
Beyond statistical significance: Five principles for the new era of data analysis and reporting 超越统计意义:数据分析和报告新时代的五项原则
IF 6.1 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-24 DOI: 10.1002/jcpy.1379
Michel Wedel, David Gal

A crisis of confidence in research findings in consumer psychology and other academic disciplines has led to various proposals to abandon, replace, strengthen, or supplement the null hypothesis significance testing paradigm. The proliferation of such proposals, and their often-conflicting recommendations, can increase confusion among researchers. We aim to bring some clarity by proposing five simple principles for the new era of data analysis and reporting of research in consumer psychology. We avoid adding to researchers' confusion and proposing more onerous or rigid standards. Our goal is to offer straightforward practical principles that are easy for researchers to keep in mind while analyzing their data and reporting their findings. These principles involve (1) interpreting p-values as continuous measures of the strength of evidence, (2) being aware of assumptions that determine whether one can rely on p-values, (3) using theory to establish the applicability of findings to new settings, (4) employing multiple measures of evidence and various processes to obtain them, but assigning special privilege to none, and (5) reporting procedures and findings transparently and completely. We hope that these principles provide researchers with some guidance and help to strengthen the reliability of the conclusions derived from their data, analyses, and findings.

消费者心理学和其他学科对研究成果的信任危机导致了各种放弃、取代、加强或补充零假设显著性检验范式的建议。此类建议的激增,以及它们经常相互矛盾的建议,可能会增加研究人员的困惑。我们旨在通过提出新时代消费者心理学数据分析和研究报告的五项简单原则来澄清一些问题。我们避免增加研究人员的困惑,也避免提出更加繁琐或僵化的标准。我们的目标是提供直截了当的实用原则,便于研究人员在分析数据和报告研究结果时牢记。这些原则包括:(1) 将 p 值解释为证据强度的连续度量;(2) 意识到决定是否可以依赖 p 值的假设;(3) 利用理论来确定研究结果在新环境中的适用性;(4) 采用多种证据度量方法和各种流程来获取证据,但不赋予任何一种方法特权;(5) 透明、完整地报告程序和研究结果。我们希望这些原则能为研究人员提供一些指导,帮助他们加强从数据、分析和研究结果中得出的结论的可靠性。
{"title":"Beyond statistical significance: Five principles for the new era of data analysis and reporting","authors":"Michel Wedel,&nbsp;David Gal","doi":"10.1002/jcpy.1379","DOIUrl":"10.1002/jcpy.1379","url":null,"abstract":"<p>A crisis of confidence in research findings in consumer psychology and other academic disciplines has led to various proposals to abandon, replace, strengthen, or supplement the null hypothesis significance testing paradigm. The proliferation of such proposals, and their often-conflicting recommendations, can increase confusion among researchers. We aim to bring some clarity by proposing five simple principles for the new era of data analysis and reporting of research in consumer psychology. We avoid adding to researchers' confusion and proposing more onerous or rigid standards. Our goal is to offer straightforward practical principles that are easy for researchers to keep in mind while analyzing their data and reporting their findings. These principles involve (1) interpreting <i>p</i>-values as continuous measures of the strength of evidence, (2) being aware of assumptions that determine whether one can rely on <i>p</i>-values, (3) using theory to establish the applicability of findings to new settings, (4) employing multiple measures of evidence and various processes to obtain them, but assigning special privilege to none, and (5) reporting procedures and findings transparently and completely. We hope that these principles provide researchers with some guidance and help to strengthen the reliability of the conclusions derived from their data, analyses, and findings.</p>","PeriodicalId":48365,"journal":{"name":"Journal of Consumer Psychology","volume":"34 1","pages":"177-186"},"PeriodicalIF":6.1,"publicationDate":"2023-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jcpy.1379","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136244252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Speedy activists: How firm response time to sociopolitical events influences consumer behavior 快速活动家:对社会政治事件的坚定反应时间如何影响消费者行为
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-24 DOI: 10.1002/jcpy.1380
Jimin Nam, Maya Balakrishnan, Julian De Freitas, Alison Wood Brooks

Organizations face growing pressure from their consumers and stakeholders to take public stances on sociopolitical issues. However, many are hesitant to do so lest they make missteps, promises they cannot keep, appear inauthentic, or alienate consumers, employees, or other stakeholders. Here we investigate consumers' impressions of firms that respond quickly or slowly to sociopolitical events. Using data scraped from Instagram and three online experiments (N = 2452), we find that consumers express more positive sentiment and greater purchasing intentions toward firms that react more quickly to sociopolitical issues. Unlike other types of public firm decision making such as product launch, where careful deliberation can be appreciated, consumers treat firm response time to sociopolitical events as an informative cue of the firm's authentic commitment to the issue. We identify an important boundary condition of this main effect: speedy responses bring limited benefits when the issue is highly divisive along political lines. Our findings bridge extant research on brand activism and communication, and offer practical advice for firms.

组织面临着来自消费者和利益相关者的越来越大的压力,要求他们在社会政治问题上采取公开立场。然而,许多人对此犹豫不决,以免他们犯下错误、无法兑现的承诺、显得不真实或疏远消费者、员工或其他利益相关者。在这里,我们调查了消费者对那些对社会政治事件反应迅速或缓慢的公司的印象。使用从Instagram上收集的数据和三个在线实验(N = 2452),我们发现消费者对那些对社会政治问题反应更快的公司表达了更积极的情绪和更大的购买意愿。与其他类型的上市公司决策(如产品发布)不同,消费者将公司对社会政治事件的反应时间视为公司对该问题真实承诺的信息提示。我们确定了这一主要影响的一个重要边界条件:当问题在政治上高度分裂时,快速反应带来的好处有限。我们的发现为现有的品牌激进主义和传播研究提供了桥梁,并为企业提供了实用的建议。
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引用次数: 0
Speedy activists: Firm response time to sociopolitical events influences consumer behavior 快速活动家:对社会政治事件的快速反应影响消费者行为
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-24 DOI: 10.1002/jcpy.1380
Jimin Nam, Maya Balakrishnan, Julian De Freitas, A. Brooks
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引用次数: 2
PassivePy: A tool to automatically identify passive voice in big text data PassivePy:一种自动识别大文本数据中被动语音的工具
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-12 DOI: 10.1002/jcpy.1377
Amir Sepehri, Mitra Sadat Mirshafiee, David M. Markowitz

The academic study of grammatical voice (e.g., active and passive voice) has a long history in the social sciences. It has been examined in relation to psychological distance, attribution, credibility, and deception. Most evaluations of passive voice are experimental or small-scale field studies, however, and perhaps one reason for its lack of adoption is the difficulty associated with obtaining valid, reliable, and replicable results through automated means. We introduce an automated tool to identify passive voice from large-scale text data, PassivePy, a Python package (readymade website: https://passivepy.streamlit.app/). This package achieves 98% agreement with human-coded data for grammatical voice as revealed in two large validation studies. In this paper, we discuss how PassivePy works, and present preliminary empirical evidence of how passive voice connects to various behavioral outcomes across three contexts relevant to consumer psychology: product complaints, online reviews, and charitable giving. Future research can build on this work and further explore the potential relevance of passive voice to consumer psychology and beyond.

语法语态(如主动语态和被动语态)的学术研究在社会科学领域有着悠久的历史。它已经从心理距离、归因、可信度和欺骗等方面进行了研究。然而,大多数对被动语态的评估都是实验性的或小规模的实地研究,可能其未被采用的一个原因是难以通过自动化手段获得有效、可靠和可复制的结果。我们介绍了一种从大规模文本数据中识别被动语音的自动化工具PassivePy,一个Python包(readymade网站:https://passivepy.streamlit.app/)。该软件包与两项大型验证研究中显示的语法语音的人类编码数据达成了98%的一致性。在本文中,我们讨论了PassivePy是如何工作的,并提供了初步的经验证据,证明被动声音如何在与消费者心理相关的三个背景下与各种行为结果联系在一起:产品投诉、在线评论和慈善捐赠。未来的研究可以在这项工作的基础上进一步探索被动语态与消费者心理及其他方面的潜在相关性。
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引用次数: 0
But it was supposed to be healthy! How expected and actual nutritional value affect the content and linguistic characteristics of online reviews for food products 但它应该是健康的!预期和实际营养价值如何影响食品在线评论的内容和语言特征
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-09 DOI: 10.1002/jcpy.1376
Yiru Wang, Xun Xu, Christina A. Kuchmaner, Ran Xu

Consumers are choosing to purchase food products from retailers through online channels rather than brick-and-mortar channels. While online reviews play a crucial role in influencing online purchases, scant work has examined how consumers write reviews for food products. We argue that the nutritional value of the food is a key aspect of product performance and apply expectation-disconfirmation theory to examine whether pre-purchase expectations about a food product's nutritional value and disconfirmation of these expectations have a significant effect on online review content and linguistic characteristics. Using text-mining approaches to analyze Amazon data, we find that pre-purchase expectations, postpurchase performance, and disconfirmation regarding nutritional value affect both review content and linguistic characteristics, including review length, diversity, readability, subjectivity, and sentiment. While research suggests that postpurchase product performance is the main influence on online review writing behavior, this research shows that the pre-purchase phase also plays a key role.

消费者选择通过在线渠道而不是实体渠道从零售商那里购买食品。虽然在线评论在影响在线购买方面发挥着至关重要的作用,但很少有人研究消费者是如何为食品撰写评论的。我们认为食品的营养价值是产品性能的一个关键方面,并应用期望-失证理论来检验购买前对食品营养价值的期望和这些期望的失证是否对在线评论内容和语言特征有显著影响。使用文本挖掘方法分析亚马逊数据,我们发现购买前的期望、购买后的表现和对营养价值的不确认都会影响评论内容和语言特征,包括评论长度、多样性、可读性、主观性和情感。虽然研究表明,购后产品性能是影响在线评论写作行为的主要因素,但本研究表明,购前阶段也起着关键作用。
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引用次数: 1
How construal–regulatory mode fit increases social media sharing Construal-Regulatory Mode Fit如何增加社交媒体共享
IF 4.8 2区 管理学 Q2 BUSINESS Pub Date : 2023-07-06 DOI: 10.1002/jcpy.1375
Thuy Pham, Felix Septianto, Frank Mathmann, Hyun Seung Jin, E. Tory Higgins

How can social media managers engage consumers to share posts with others? Extending regulatory mode theory, we demonstrate that high construal levels enable the integration of regulatory mode complementarity orientations, resulting in engagement and shares. Regulatory mode complementarity refers to the combination of high assessment (i.e., the motivation to “be right” by critically evaluating options) and high locomotion (i.e., the motivation to “act” by moving toward a goal). Specifically, this research proposes that an abstract (vs. concrete) construal allows these two orientations to work together, resulting in regulatory fit. Three text analysis field studies on marketer- and consumer-generated Facebook and Twitter posts show that construal–regulatory mode fit increases social media sharing. Three follow-up studies then show generalizability, establish causality, and demonstrate the role of engagement as the underlying mechanism driving the fit effect.

社交媒体管理者如何吸引消费者与他人分享帖子?扩展监管模式理论,我们证明了高解释水平能够整合监管模式互补导向,从而导致参与和分享。调节模式互补性是指高评估性(即通过批判性地评估选项来“正确”的动机)和高运动性(即通过向目标移动来“行动”的动机)的结合。具体地说,这项研究提出,抽象(相对于具体)解释允许这两个方向一起工作,从而产生监管契合。对营销人员和消费者生成的Facebook和Twitter帖子的三个文本分析现场研究表明,解释-监管模式契合增加了社交媒体分享。随后的三项后续研究显示了普遍性,建立了因果关系,并证明了敬业度作为驱动契合效应的潜在机制的作用。
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引用次数: 2
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Journal of Consumer Psychology
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