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Influencer marketing effectiveness: A meta-analytic review 影响者营销的有效性:元分析综述
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-10-12 DOI: 10.1007/s11747-024-01052-7
Meizhi Pan, Markus Blut, Arezou Ghiassaleh, Zach W. Y. Lee

Influencer marketing significantly impacts consumer behavior and decision-making. However, identifying the drivers of influencer marketing effectiveness and conditions that enhance their impact remains challenging. This meta-analysis, which synthesizes 1,531 effect sizes from 251 papers, assesses influencer marketing effectiveness by examining its antecedents, mediators, and moderators. Building on the persuasion knowledge model to develop and test a framework, we identify post, follower, and influencer characteristics as key antecedents impacting both non-transactional (i.e., attitude, behavioral engagement, and purchase intention) and transactional (i.e., purchase behavior and sales) marketing outcomes. For non-transactional outcomes, follower characteristics (social identity) have the strongest effects on consumer attitudes and behavioral engagement, while post characteristics (informational value and hedonic value) exert stronger effects on purchase intention. For transactional outcomes, influencer characteristics (influencer communication) have the strongest effects on purchase behavior. These antecedents also affect marketing outcomes indirectly through persuasion knowledge and source credibility. Moderation results indicate that direct and indirect effects of antecedents depend on social media types (i.e., nature of connection and usage) and product types (i.e., information availability and status-signaling capability). These results consolidate and advance the literature and offer insights into enhancing the effectiveness of influencer marketing.

影响者营销对消费者行为和决策产生了重大影响。然而,确定影响者营销效果的驱动因素和增强其影响的条件仍具有挑战性。这项荟萃分析综合了 251 篇论文中的 1,531 个效应大小,通过研究影响者营销的前因、中介和调节因素来评估影响者营销的有效性。在说服知识模型的基础上,我们开发并测试了一个框架,确定了帖子、追随者和影响者的特征是影响非交易性(即态度、行为参与和购买意向)和交易性(即购买行为和销售)营销结果的关键前因。对于非交易性结果,追随者特征(社会认同)对消费者态度和行为参与的影响最大,而职位特征(信息价值和享乐价值)对购买意向的影响更大。对于交易型结果,影响者特征(影响者沟通)对购买行为的影响最大。这些先行因素还通过说服知识和来源可信度间接影响营销结果。调节结果表明,前因的直接和间接影响取决于社交媒体类型(即连接和使用的性质)和产品类型(即信息可用性和状态信号能力)。这些结果巩固并推进了相关文献的研究,为提高影响者营销的有效性提供了启示。
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引用次数: 0
Customer insights for innovation: A framework and research agenda for marketing 洞察客户,促进创新:营销框架和研究议程
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-10-02 DOI: 10.1007/s11747-024-01051-8
Stefan Stremersch, Elke Cabooter, Ivan A. Guitart, Nuno Camacho

Customer insights play a critical role in innovation. In recent years, articles studying customer insights for innovation have risen in marketing and other fields such as innovation, strategy, and entrepreneurship. However, the literature on customer insights for innovation grew fragmented and plagued by inconsistent definitions and ambiguity. The literature also lacks a precise classification of different domains of customer insights for innovation. This article offers four key contributions. First, it clearly and consistently defines customer insights for innovation. Second, it proposes a “customer insights process” that describes the activities firms and customer insights intermediaries (e.g., market research agencies) use to generate, disseminate, and apply customer insights for innovation. Third, it offers a synthesis of the knowledge on customer insights for innovation along ten domains of customer insights for innovation: (1) crowdsourcing, (2) co-creating, (3) imagining, (4) observing, (5) testing, (6) intruding, (7) interpreting, (8) organizing, (9) deciding, and (10) tracking. Fourth, the authors qualify and quantify the managerial importance and potential for scholarly research in these domains of customer insights for innovation. They conducted 12 in-depth interviews with executives at market research agencies such as Ipsos, Kantar, Nielsen, IQVIA, and GfK to do so. They surveyed 305 managers working in innovation, marketing, strategy, and customer experience. The article concludes with a research agenda for marketing aimed at igniting knowledge development in high-priority domains for customer insights for innovation.

客户洞察力在创新中发挥着至关重要的作用。近年来,在市场营销以及创新、战略和创业等其他领域,研究客户洞察力促进创新的文章不断涌现。然而,有关客户洞察力促进创新的文献越来越零散,而且存在定义不一致和含糊不清的问题。这些文献也缺乏对不同领域的客户创新洞察的精确分类。本文有四大贡献。首先,本文对客户创新洞察进行了清晰一致的定义。其次,文章提出了 "客户洞察流程",描述了企业和客户洞察中介机构(如市场调研机构)用于生成、传播和应用创新客户洞察的活动。第三,作者按照客户创新洞察的十个领域对客户创新洞察的知识进行了综合:(1)众包,(2)共同创造,(3)想象,(4)观察,(5)测试,(6)侵入,(7)解释,(8)组织,(9)决定,以及(10)跟踪。第四,作者对客户洞察力促进创新的这些领域的管理重要性和学术研究潜力进行了定性和量化。为此,他们对益普索、Kantar、尼尔森、IQVIA 和 GfK 等市场研究机构的高管进行了 12 次深入访谈。他们还调查了 305 位从事创新、营销、战略和客户体验工作的经理。文章最后提出了市场营销的研究议程,旨在点燃高优先领域的知识发展,为创新提供客户洞察力。
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引用次数: 0
The effect of second screening on repeat viewing: Insights from large-scale mobile diary data 二次筛选对重复观看的影响:大规模移动日记数据的启示
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-30 DOI: 10.1007/s11747-024-01048-3
Sarah Gelper, Mitchell J. Lovett, Renana Peres

This paper examines the effect of second screening, the common practice of using another digital device while watching a television show, on repeat show viewing. We leveraged large-scale individual-level data from mobile diaries of 1,702 US TV viewers on 2,755 prime time shows. We used causal forest analysis for estimation, focusing on the moderating role of viewing preferences and show loyalty, and captured heterogeneity in viewer preferences using latent-class segmentation. We found that overall, show-related second screening has a positive effect on the attitude toward the show, as well as on actual repeat viewing. Show-unrelated second screening diminishes the viewer’s attitude. These effects are especially pronounced in the heavy viewer segment and among infrequent show viewers. Interestingly, our analysis did not provide evidence that second screening harms actual repeat viewing, countering potential concerns of negative distraction effects.

本文研究了二次筛选(即在观看电视节目时使用另一部数字设备的常见做法)对重复观看节目的影响。我们利用了来自 1,702 位美国电视观众 2,755 个黄金时段节目的移动日记的大规模个人层面数据。我们使用因果森林分析法进行估算,重点关注收视偏好和节目忠诚度的调节作用,并使用潜类细分捕捉观众偏好的异质性。我们发现,总体而言,与节目相关的二次筛选对节目态度和实际重复收看都有积极影响。与节目无关的二次筛选则会降低观众的态度。这些影响在重度观众和非经常观看节目的观众中尤为明显。有趣的是,我们的分析没有提供证据表明二次放映会损害实际的重复观看,从而消除了对负面分心效应的潜在担忧。
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引用次数: 0
Rural women microentrepreneurs, consumer acquisition, and value delivery: Evidence from a quasi-experiment in rural India 农村妇女微型企业家、消费者获取和价值传递:来自印度农村准实验的证据
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-23 DOI: 10.1007/s11747-024-01053-6
Aindrila Chatterjee, Amit J. Chauradia, Kiran Pedada

Gender equality and social impact are gaining significant research attention in marketing. This paper investigates the impact of recruiting rural women microentrepreneurs on acquiring consumers and delivering value to them. We study the outcomes from a quasi-experiment in which a social enterprise recruited a group of women to become microentrepreneurs in 91 out of 164 locations (panchayats) across rural districts in India. We show that the rural locations with more women than men microentrepreneurs experienced a 40.8% increase in consumer acquisition and delivered 64.1% greater value to their consumers. Moreover, these locations with more women than men microentrepreneurs delivered $5,445 more value for women consumers. Men microentrepreneurs who work in inclusive settings with other women microentrepreneurs delivered $25,100 more value to their consumers than men microentrepreneurs working in predominantly male-work environments. This research contributes to the intersection of marketing, social entrepreneurship, and gender dynamics, underscoring the importance of empowering women for better marketing and societal outcomes.

性别平等和社会影响在市场营销研究中日益受到重视。本文研究了招募农村妇女微型企业家对获取消费者和为消费者提供价值的影响。我们研究了一个准实验的结果,在这个实验中,一家社会企业在印度农村地区的 164 个地点(panchayats)中的 91 个地点招募了一批妇女成为微型企业家。我们的研究表明,在女性微型企业家人数多于男性的农村地区,消费者购买率提高了 40.8%,为消费者带来的价值提高了 64.1%。此外,这些女性微型企业主多于男性微型企业主的地区为女性消费者带来的价值增加了 5,445 美元。与其他女性微型企业家一起在包容性环境中工作的男性微型企业家为其消费者带来的价值比在以男性为主的工作环境中工作的男性微型企业家高出 25100 美元。这项研究有助于研究市场营销、社会创业和性别动态的交叉点,强调了增强妇女权能以取得更好的市场营销和社会成果的重要性。
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引用次数: 0
Corporate sustainability research in marketing: Mapping progress and broadening our perspective 市场营销中的企业可持续发展研究:绘制进展图,拓宽视野
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-20 DOI: 10.1007/s11747-024-01050-9
Youngtak M. Kim, Neil T. Bendle, John Hulland, Michael D. Pfarrer

This review examines corporate sustainability research in marketing, using a perspective that encompasses the environmental and social, as well as economic, aspects of firm performance (i.e., the “Triple Bottom Line”). The authors describe major trends in the strategy-level corporate sustainability literature over several generations. Prior research has mostly focused on the organizational level, noting how firms have engaged with sustainability, while largely ignoring markets and the global economic system. Trends in economic, environmental, and social focus are highlighted, with environmental issues being of relatively greater importance in the nascent stages of corporate sustainability research. However, a growing preference for economic and social issues is observed over time. More recent research examines the tension between sustainability and profitability, examining potential trade-offs between bottom line financial results and achieving the sustainability goals of social and environmental progress. The paper concludes with an agenda for future research in strategic marketing sustainability.

本综述从企业绩效的环境、社会以及经济方面(即 "三重底线")的角度,对市场营销领域的企业可持续发展研究进行了探讨。作者描述了几代人在战略层面的企业可持续发展文献的主要趋势。之前的研究主要集中在组织层面,注意到企业如何参与可持续发展,但在很大程度上忽略了市场和全球经济体系。本文强调了经济、环境和社会关注的趋势,其中环境问题在企业可持续发展研究的初级阶段相对更为重要。然而,随着时间的推移,人们越来越倾向于经济和社会问题。最近的研究探讨了可持续发展与盈利能力之间的矛盾,研究了底线财务结果与实现社会和环境进步的可持续发展目标之间的潜在权衡。本文最后提出了未来战略营销可持续性研究的议程。
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引用次数: 0
The idea marketplace: Diversity, social capital, and innovation 创意市场:多样性、社会资本与创新
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-10 DOI: 10.1007/s11747-024-01045-6
Andreas H. Heusler, Natasha Z. Foutz, Martin Spann, Lucas Stich

Firms increasingly leverage idea markets, where participants (such as employees) generate, improve, and evaluate ideas on a collaborative digital platform. Different participants contribute differently to the ideation process, some generating high quality ideas while others initiating discussion threads and commenting on the ideas to further enhance the ideas’ quality. Such diverse contributions may be importantly influenced by the participants’ diverse social capital—resource access and status—in their pre-existing network. We theorize this relationship and further test our hypotheses by conducting two idea market studies, one involving only a firm’s employees (Study 1: closed innovation) and the other further incorporating non-employees (Study 2: open innovation). We show that the higher quality ideas are generated by the participants with greater resource access, whereas continued engagement, including contributing larger quantities of ideas, discussion threads, and comments, stems from those with higher status. These findings have important implications for ideator recruitment and idea market design.

企业越来越多地利用创意市场,让参与者(如员工)在协作式数字平台上产生、改进和评估创意。不同的参与者在构思过程中做出不同的贡献,有些人提出高质量的构思,有些人则发起讨论线程并对构思进行评论,以进一步提高构思的质量。这种不同的贡献可能会受到参与者不同的社会资本--资源获取能力和在已有网络中的地位--的重要影响。我们对这种关系进行了理论分析,并通过两项创意市场研究进一步验证了我们的假设,一项研究只涉及公司员工(研究 1:封闭式创新),另一项研究则进一步纳入了非员工(研究 2:开放式创新)。我们发现,拥有更多资源的参与者会产生更高质量的想法,而地位较高的参与者则会持续参与,包括贡献更多的想法、讨论主题和评论。这些发现对创意者招募和创意市场设计具有重要意义。
{"title":"The idea marketplace: Diversity, social capital, and innovation","authors":"Andreas H. Heusler, Natasha Z. Foutz, Martin Spann, Lucas Stich","doi":"10.1007/s11747-024-01045-6","DOIUrl":"https://doi.org/10.1007/s11747-024-01045-6","url":null,"abstract":"<p>Firms increasingly leverage idea markets, where participants (such as employees) generate, improve, and evaluate ideas on a collaborative digital platform. Different participants contribute differently to the ideation process, some generating high quality ideas while others initiating discussion threads and commenting on the ideas to further enhance the ideas’ quality. Such diverse contributions may be importantly influenced by the participants’ diverse social capital—<i>resource access</i> and <i>status</i>—in their pre-existing network. We theorize this relationship and further test our hypotheses by conducting two idea market studies, one involving only a firm’s employees (Study 1: closed innovation) and the other further incorporating non-employees (Study 2: open innovation). We show that the <i>higher quality ideas</i> are generated by the participants with greater <i>resource access</i>, whereas <i>continued engagement</i>, including contributing larger quantities of ideas, discussion threads, and comments, stems from those with higher <i>status</i>. These findings have important implications for ideator recruitment and idea market design.</p>","PeriodicalId":17194,"journal":{"name":"Journal of the Academy of Marketing Science","volume":"49 1","pages":""},"PeriodicalIF":18.2,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142166086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of sampling healthy versus unhealthy foods on subsequent food purchases 健康食品和不健康食品样品对后续食品购买的影响
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-04 DOI: 10.1007/s11747-024-01047-4
Dipayan Biswas, Annika Abell, Mikyoung Lim, J. Jeffrey Inman, Johanna Held

Food sampling at retail stores and restaurants (e.g., amuse bouche) is a widespread practice. These food samples vary considerably in healthfulness levels. Prior research has primarily focused on the effects of sampling on evaluations and sales of the sampled item. However, can there be unintended consequences of sampling a healthy versus an unhealthy item on subsequent purchases of other food items? Also, would the degree of dissimilarity between the sampled item and subsequent options moderate the effects? The results from a series of experiments, including four studies conducted in field settings, show that sampling a healthy (vs. unhealthy) item paradoxically leads to greater subsequent purchase/choice of unhealthy foods – but only when consumers perceive a relatively high level of dissimilarity between the sampled item and subsequent options. This effect reverses when the sampled food and subsequent options are perceived as being relatively low on dissimilarity (i.e., high on similarity).

在零售店和餐馆提供食品样品(如小菜)是一种普遍做法。这些食品样品的健康程度差别很大。先前的研究主要集中在抽样对被抽样食品的评价和销售的影响上。然而,对健康食品和不健康食品进行抽样调查,是否会对后续购买其他食品产生意想不到的影响?此外,抽样商品与后续选择之间的差异程度是否会缓和这种影响?一系列实验(包括四项实地研究)的结果表明,健康食品(相对于不健康食品)的抽样调查会自相矛盾地导致消费者随后更多地购买/选择不健康食品--但只有当消费者认为抽样调查的食品与随后的选择之间存在较高程度的差异时才会出现这种情况。当消费者认为抽样食品和后续选项之间的相似度相对较低时(即相似度较高),这种效应就会发生逆转。
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引用次数: 0
Addressing the greatest global challenges (UN SDGs) with a marketing lens 以营销视角应对全球最大挑战(联合国可持续发展目标
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-02 DOI: 10.1007/s11747-024-01049-2
Dhruv Grewal, Praveen K. Kopalle, John Hulland
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引用次数: 0
Generative AI in innovation and marketing processes: A roadmap of research opportunities 创新和营销过程中的生成式人工智能:研究机会路线图
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-08-26 DOI: 10.1007/s11747-024-01044-7
Paola Cillo, Gaia Rubera

Nowadays, we are witnessing the exponential growth of Generative AI (GenAI), a group of AI models designed to produce new content. This technology is poised to revolutionize marketing research and practice. Since the marketing literature about GenAI is still in its infancy, we offer a technical overview of how GenAI models are trained and how they produce content. Following this, we construct a roadmap for future research on GenAI in marketing, divided into two main domains. The first domain focuses on how firms can harness the potential of GenAI throughout the innovation process. We begin by discussing how GenAI changes consumer behavior and propose research questions at the consumer level. We then connect these emerging consumer insights with corresponding firm marketing strategies, presenting research questions at the firm level. The second set of research questions examines the likely consequences of using GenAI to analyze: (1) the relationship between market-based assets and firm value, and (2) consumer skills, preferences, and role in marketing processes.

如今,我们正在见证生成式人工智能(GenAI)的指数级增长,这是一组旨在生成新内容的人工智能模型。这项技术有望彻底改变市场营销研究和实践。由于有关 GenAI 的营销文献仍处于起步阶段,我们将从技术上概述 GenAI 模型是如何训练的,以及它们是如何生成内容的。随后,我们为未来的 GenAI 营销研究构建了一个路线图,分为两个主要领域。第一个领域侧重于企业如何在整个创新过程中利用 GenAI 的潜力。我们首先讨论 GenAI 如何改变消费者行为,并提出消费者层面的研究问题。然后,我们将这些新兴的消费者洞察与相应的企业营销战略联系起来,提出企业层面的研究问题。第二组研究问题探讨了使用 GenAI 分析以下方面可能产生的后果:(1)基于市场的资产与企业价值之间的关系,以及(2)消费者技能、偏好和在营销过程中的作用。
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引用次数: 0
The attenuation effects of time and “sensemaking” surveys on customer revenge 时间和 "感性 "调查对客户报复的衰减效应
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-08-20 DOI: 10.1007/s11747-024-01046-5
Yany Grégoire, Mansur Khamitov, François A. Carrillat, Mina Rohani

The attenuation of revenge-related responses after a major service failure is not simply caused by the passage of time—as is assumed in prior work. Instead, we propose that the effect of time is enhanced by the completion of multiple surveys that allow customers to constructively make sense of their service failures. We document this sensemaking-based attenuation effect by conducting four longitudinal experiments; each of them includes a series of three to four surveys completed over four to eight weeks. Doing so, we make three key contributions. First, all studies show that customers having the opportunities to complete a series of sensemaking-inducing surveys report fewer revenge-related responses than participants completing a single survey (i.e., a control group) for the same period. Second, we document the process at play by manipulating the contents of surveys (i.e., “cognitions and emotions” vs. “only cognitions” vs. “only emotions”) and by showing the mediation roles played by sensemaking and benevolent trusting beliefs. Third, we identify quality of pre-failure relationship as a boundary condition whereby the attenuation is stronger when relationship quality is weaker. Finally, we explain how sensemaking can be prompted by marketers to appease their customers.

在发生重大服务故障后,与报复相关的反应会减弱,这并不像之前的研究假设的那样,仅仅是时间流逝造成的。相反,我们认为时间的影响会因为完成了多项调查而增强,这些调查使客户能够建设性地理解他们的服务失败。我们通过进行四次纵向实验,记录了这种基于感性认识的衰减效应;每次实验都包括在四到八周内完成的三到四次系列调查。在此过程中,我们做出了三项重要贡献。首先,所有研究都表明,与同期完成单项调查的参与者(即对照组)相比,有机会完成一系列诱发感知调查的客户报告的报复相关反应更少。其次,我们通过操纵调查内容(即 "认知和情感 "与 "仅认知 "与 "仅情感"),并通过显示感性认识和善意信任信念所起的中介作用,记录了这一过程。第三,我们将失败前关系的质量确定为一个边界条件,当关系质量较低时,衰减会更强。最后,我们解释了营销人员如何通过感性认识来安抚客户。
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引用次数: 0
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Journal of the Academy of Marketing Science
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