首页 > 最新文献

International Journal of Research in Marketing最新文献

英文 中文
Luxury branding and the creator Economy: Emerging challenges and future avenues 奢侈品品牌与创造者经济:新出现的挑战和未来的途径
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-08-08 DOI: 10.1016/j.ijresmar.2024.07.004
Emanuela Prandelli , Yajin Wang , Henri Weijo

This paper identifies and discusses the main issues luxury brands should focus on when building relationships with content creators. We build on the most recent scholarship into luxury brand management as well as emerging evidence from recent initiatives put in place by some pioneers in the field, as recounted in interviews by both luxury brand managers and creator economy stakeholders. Specifically, our contribution wants to address two major challenges that luxury brands are facing in setting the right content creator ecosystem: how should creators be incorporated as strategic partners in luxury brands and how to leverage creators innovate luxury brands. Both theoretical implications and a clear set of managerial guidelines to orient luxury brands’ actions in the content creator economy are provided.

本文指出并讨论了奢侈品牌在与内容创作者建立关系时应关注的主要问题。我们以奢侈品牌管理方面的最新学术研究为基础,并根据奢侈品牌管理者和内容创作者经济利益相关者的访谈,从这一领域的一些先驱者最近采取的举措中获得新的证据。具体而言,我们希望解决奢侈品牌在建立正确的内容创作者生态系统时面临的两大挑战:如何将创作者纳入奢侈品牌的战略合作伙伴,以及如何利用创作者创新奢侈品牌。我们将为奢侈品牌在内容创作者经济中的行动提供理论意义和一套明确的管理指南。
{"title":"Luxury branding and the creator Economy: Emerging challenges and future avenues","authors":"Emanuela Prandelli ,&nbsp;Yajin Wang ,&nbsp;Henri Weijo","doi":"10.1016/j.ijresmar.2024.07.004","DOIUrl":"10.1016/j.ijresmar.2024.07.004","url":null,"abstract":"<div><p>This paper identifies and discusses the main issues luxury brands should focus on when building relationships with content creators. We build on the most recent scholarship into luxury brand management as well as emerging evidence from recent initiatives put in place by some pioneers in the field, as recounted in interviews by both luxury brand managers and creator economy stakeholders. Specifically, our contribution wants to address two major challenges that luxury brands are facing in setting the right content creator ecosystem: how should creators be incorporated as strategic partners in luxury brands and how to leverage creators innovate luxury brands. Both theoretical implications and a clear set of managerial guidelines to orient luxury brands’ actions in the content creator economy are provided.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 455-467"},"PeriodicalIF":5.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142089357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Embracing entrepreneurship in the creator economy: The rise of creatrepreneurs 在创造者经济中拥抱创业精神:创意企业家的崛起
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-08-03 DOI: 10.1016/j.ijresmar.2024.07.003
Alexander Edeling , Simone Wies

The creator economy has led to profound transformations in the way that individuals—content creators—produce and deliver digital content, how they create and appropriate value from such content, and how they grow careers in venturing such content creation. However, despite the industry’s economic significance, the conceptualization of content creators as entrepreneurs remains underexplored. This paper aims to bridge this gap by exploring creators from an entrepreneurial perspective along a creatrepreneur model. Based on an extensive review of academic research, industry reports, as well as eight expert interviews with diverse stakeholders within the creator economy ecosystem, the article defines the scope of creators’ entrepreneurial activities, offers a taxonomy of creator venture models, and develops a framework of key drivers of entrepreneurial success within the creator economy, encompassing both environmental and individual success factors. Building on this conceptualization, this paper further identifies potential avenues for future research in the creator economy, focusing on entrepreneurial strategies in building creator ventures and evaluating their key success factors, and concludes by highlighting empirical challenges in exploring these directions.

创造者经济带来了深刻的变革,包括个人--内容创造者--生产和提供数字内容的方式,他们如何从这些内容中创造和获取价值,以及他们如何在这些内容创造中发展事业。然而,尽管该行业具有重要的经济意义,但将内容创作者视为企业家的概念仍未得到充分探讨。本文旨在通过 "创意企业家 "模式,从企业家的视角探讨内容创作者,从而弥补这一不足。基于对学术研究和行业报告的广泛回顾,以及对创作者经济生态系统中不同利益相关者的八次专家访谈,文章界定了创作者创业活动的范围,提供了创作者创业模式分类法,并制定了创作者经济中创业成功的关键驱动因素框架,其中包括环境因素和个人成功因素。在这一概念化的基础上,本文进一步确定了创客经济未来研究的潜在途径,重点关注建立创客企业的创业战略和评估其关键成功因素,并在最后强调了探索这些方向的实证挑战。
{"title":"Embracing entrepreneurship in the creator economy: The rise of creatrepreneurs","authors":"Alexander Edeling ,&nbsp;Simone Wies","doi":"10.1016/j.ijresmar.2024.07.003","DOIUrl":"10.1016/j.ijresmar.2024.07.003","url":null,"abstract":"<div><p>The creator economy has led to profound transformations in the way that individuals—content creators—produce and deliver digital content, how they create and appropriate value from such content, and how they grow careers in venturing such content creation. However, despite the industry’s economic significance, the conceptualization of content creators as entrepreneurs remains underexplored. This paper aims to bridge this gap by exploring creators from an entrepreneurial perspective along a creatrepreneur model. Based on an extensive review of academic research, industry reports, as well as eight expert interviews with diverse stakeholders within the creator economy ecosystem, the article defines the scope of creators’ entrepreneurial activities, offers a taxonomy of creator venture models, and develops a framework of key drivers of entrepreneurial success within the creator economy, encompassing both environmental and individual success factors. Building on this conceptualization, this paper further identifies potential avenues for future research in the creator economy, focusing on entrepreneurial strategies in building creator ventures and evaluating their key success factors, and concludes by highlighting empirical challenges in exploring these directions.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 436-454"},"PeriodicalIF":5.9,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142089356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The creator economy: An introduction and a call for scholarly research 创造者经济:导言和学术研究呼吁
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-23 DOI: 10.1016/j.ijresmar.2024.07.005
Renana Peres , Martin Schreier , David A. Schweidel , Alina Sorescu

Bloggers, streamers, artists, celebrities, musicians and service providers are just a few examples of creators who aim to monetize their talent by generating and posting digital content. Aided by technological platforms and AI tools, they form a complex and dynamic ecosystem of economic activity, estimated to be worth over $100 billion dollars, and growing rapidly. In this editorial we explore the creator economy from a marketing perspective, addressing questions such as: How can creators optimize their content, establish their brand, build their content composition, and expand their audience? How do platforms create the right mix of creators and curate their content? What challenges and opportunities are presented for traditional firms?

We define the basic terminology and identify key stakeholders. We propose research questions related to creators, consumers, firms, and platforms, and discuss the implications for the marketing function within organization. A key insight of this editorial is that although content creators may appear to be a diverse group of individuals operating independently, their joint activity creates emergent patterns that can be monitored, monetized and managed strategically. To achieve this, research must develop suitable metrics and methodologies while adapting relevant marketing constructs.

This editorial is accompanied by four research notes written by marketing scholars, who all learned first-hand from major players in the creator economy. Bleier et al. (2024) examine the role of social media platforms in enabling the creator economy. Hofstetter and Gollnhofer (2024) zoom into one of the most important dilemmas faced by creators on social media: balancing authenticity with monetization. Edeling and Wies (2024) also touch upon monetization in their focus on “creatrepreneurs,” entrepreneurs in the creator economy, and on the ecosystem that enables their activities. And Prandelli et al. (2024) discuss how luxury brands are leveraging the creator economy.

博客、流媒体、艺术家、名人、音乐家和服务提供商只是创作者的几个例子,他们的目的是通过生成和发布数字内容来实现其才能的货币化。在技术平台和人工智能工具的帮助下,他们形成了一个复杂而动态的经济活动生态系统,估计价值超过 1000 亿美元,而且还在迅速增长。在这篇社论中,我们将从营销角度探讨创作者经济,解决以下问题:创作者如何优化自己的内容、建立自己的品牌、构建自己的内容构成并扩大受众?平台如何创造合适的创作者组合并策划他们的内容?传统企业面临哪些挑战和机遇?我们提出了与创作者、消费者、企业和平台相关的研究问题,并讨论了这些问题对企业内部营销职能的影响。这篇社论的一个重要观点是,尽管内容创作者看似是一群独立运作的不同个体,但他们的联合活动却创造了可以监控、货币化和战略管理的新兴模式。为实现这一目标,研究工作必须制定合适的衡量标准和方法,同时调整相关的营销结构。本社论附有营销学者撰写的四篇研究笔记,他们都从创作者经济的主要参与者那里获得了第一手资料。Bleier 等人(2024 年)研究了社交媒体平台在促成创造者经济中的作用。Hofstetter 和 Gollnhofer(2024 年)深入探讨了创作者在社交媒体上面临的最重要困境之一:在真实性和货币化之间取得平衡。Edeling 和 Wies(2024 年)在关注 "创意企业家"(创意经济中的企业家)以及支持其活动的生态系统时,也提到了货币化问题。而 Prandelli 等人(2024 年)则讨论了奢侈品牌如何利用创客经济。
{"title":"The creator economy: An introduction and a call for scholarly research","authors":"Renana Peres ,&nbsp;Martin Schreier ,&nbsp;David A. Schweidel ,&nbsp;Alina Sorescu","doi":"10.1016/j.ijresmar.2024.07.005","DOIUrl":"10.1016/j.ijresmar.2024.07.005","url":null,"abstract":"<div><p>Bloggers, streamers, artists, celebrities, musicians and service providers are just a few examples of creators who aim to monetize their talent by generating and posting digital content. Aided by technological platforms and AI tools, they form a complex and dynamic ecosystem of economic activity, estimated to be worth over $100 billion dollars, and growing rapidly. In this editorial we explore the creator economy from a marketing perspective, addressing questions such as: How can creators optimize their content, establish their brand, build their content composition, and expand their audience? How do platforms create the right mix of creators and curate their content? What challenges and opportunities are presented for traditional firms?</p><p>We define the basic terminology and identify key stakeholders. We propose research questions related to creators, consumers, firms, and platforms, and discuss the implications for the marketing function within organization. A key insight of this editorial is that although content creators may appear to be a diverse group of individuals operating independently, their joint activity creates emergent patterns that can be monitored, monetized and managed strategically. To achieve this, research must develop suitable metrics and methodologies while adapting relevant marketing constructs.</p><p>This editorial is accompanied by four research notes written by marketing scholars, who all learned first-hand from major players in the creator economy. Bleier et al. (2024) examine the role of social media platforms in enabling the creator economy. Hofstetter and Gollnhofer (2024) zoom into one of the most important dilemmas faced by creators on social media: balancing authenticity with monetization. Edeling and Wies (2024) also touch upon monetization in their focus on “creatrepreneurs,” entrepreneurs in the creator economy, and on the ecosystem that enables their activities. And Prandelli et al. (2024) discuss how luxury brands are leveraging the creator economy.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 403-410"},"PeriodicalIF":5.9,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142087550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
On the role of social media platforms in the creator economy 社交媒体平台在创意经济中的作用
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-15 DOI: 10.1016/j.ijresmar.2024.06.006
Alexander Bleier , Beth L. Fossen , Michal Shapira

Despite their transformative importance, the perspective and role of social media platforms in the creator economy remains understudied. In this research, we examine the role of platforms in the creator economy using a review approach that leverages insights from both a rich account of the literature on platforms and in-depth interviews with several stakeholders in the creator economy. We develop a framework of the key actors and interactions in the creator economy and the central position of platforms as the underlying ecosystem that supports these elements. In doing so, our frameworks illuminates the focal roles that platforms play in the creator economy: connecting key actors, supporting content creation and management, and facilitating monetization. We use the insights gleaned from the literature and our interviews to overview (1) what we know about each of these roles platforms play, (2) what we do not know, and (3) how each of these roles may look in the future. In doing so, our research proposes directions for future research on the role of platforms in the creator economy.

尽管社交媒体平台具有变革性的重要意义,但其在创造者经济中的视角和作用仍未得到充分研究。在本研究中,我们采用回顾法研究了平台在创造者经济中的作用,这种回顾法既利用了有关平台的丰富文献,也利用了对创造者经济中若干利益相关者的深入访谈。我们建立了一个创作者经济中主要参与者和互动的框架,以及平台作为支持这些要素的基础生态系统的核心地位。在此过程中,我们的框架阐明了平台在创作者经济中扮演的核心角色:连接关键参与者、支持内容创作和管理以及促进货币化。我们利用从文献和访谈中获得的见解,概述了(1)我们对平台扮演的每种角色的了解,(2)我们不了解的情况,以及(3)每种角色在未来可能扮演的角色。在此过程中,我们的研究为未来研究平台在创造者经济中的作用提出了方向。
{"title":"On the role of social media platforms in the creator economy","authors":"Alexander Bleier ,&nbsp;Beth L. Fossen ,&nbsp;Michal Shapira","doi":"10.1016/j.ijresmar.2024.06.006","DOIUrl":"10.1016/j.ijresmar.2024.06.006","url":null,"abstract":"<div><p>Despite their transformative importance, the perspective and role of social media platforms in the creator economy remains understudied. In this research, we examine the role of platforms in the creator economy using a review approach that leverages insights from both a rich account of the literature on platforms <em>and</em> in-depth interviews with several stakeholders in the creator economy. We develop a framework of the key actors and interactions in the creator economy and the central position of platforms as the underlying ecosystem that supports these elements. In doing so, our frameworks illuminates the focal roles that platforms play in the creator economy: connecting key actors, supporting content creation and management, and facilitating monetization. We use the insights gleaned from the literature and our interviews to overview (1) what we know about each of these roles platforms play, (2) what we do not know, and (3) how each of these roles may look in the future. In doing so, our research proposes directions for future research on the role of platforms in the creator economy.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 411-426"},"PeriodicalIF":5.9,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0167811624000545/pdfft?md5=6b5768b0a8717d2caf97c59472dad489&pid=1-s2.0-S0167811624000545-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141845660","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
The creator’s dilemma: Resolving tensions between authenticity and monetization in social media 创作者的困境:解决社交媒体中真实性与货币化之间的矛盾
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-14 DOI: 10.1016/j.ijresmar.2024.07.001
Reto Hofstetter , Johanna Franziska Gollnhofer

In social media, remaining authentic while taking advantage of monetizing opportunities is a key dilemma for online content creators—the creator’s dilemma. Individuals typically start as small-scale creators, creating the content they enjoy. As they grow, the temptations of monetization increase, creating tension with their sense of authenticity. This can affect how genuine their content appears, potentially altering how they and others perceive their authenticity. Five in-depth interviews with mega-creators (content creators with more than one million followers) provide qualitative insights into how this dilemma can evolve and what strategies creators use to balance authenticity and monetization. The interviewed creators suggest three strategies, by moving (1) from paid advertising to co-creation with brands, (2) from staging content to improvising content, and (3) from producing content to growing their own creator brand. This non-representative and conceptual discussion motivates future research into the creator’s dilemma.

在社交媒体中,既要保持真实性,又要利用赚钱机会,这是网络内容创作者面临的一个主要困境--创作者困境。个人通常从小规模创作者做起,创作自己喜欢的内容。随着他们的成长,货币化的诱惑越来越大,与他们的真实感产生矛盾。这可能会影响他们内容的真实度,并可能改变他们和其他人对其真实性的看法。对巨型创作者(拥有一百万以上粉丝的内容创作者)的五次深入访谈提供了定性的见解,让我们了解这种两难境地是如何演变的,以及创作者采用什么策略来平衡真实性和货币化之间的关系。受访创作者提出了三种策略,即:(1)从付费广告转向与品牌共同创作;(2)从上演内容转向即兴创作内容;以及(3)从制作内容转向发展自己的创作者品牌。这种非代表性和概念性的讨论激发了未来对创作者困境的研究。
{"title":"The creator’s dilemma: Resolving tensions between authenticity and monetization in social media","authors":"Reto Hofstetter ,&nbsp;Johanna Franziska Gollnhofer","doi":"10.1016/j.ijresmar.2024.07.001","DOIUrl":"10.1016/j.ijresmar.2024.07.001","url":null,"abstract":"<div><p>In social media, remaining authentic while taking advantage of monetizing opportunities is a key dilemma for online content creators—the creator’s dilemma. Individuals typically start as small-scale creators, creating the content they enjoy. As they grow, the temptations of monetization increase, creating tension with their sense of authenticity. This can affect how genuine their content appears, potentially altering how they and others perceive their authenticity. Five in-depth interviews with mega-creators (content creators with more than one million followers) provide qualitative insights into how this dilemma can evolve and what strategies creators use to balance authenticity and monetization. The interviewed creators suggest three strategies, by moving (1) from paid advertising to co-creation with brands, (2) from staging content to improvising content, and (3) from producing content to growing their own creator brand. This non-representative and conceptual discussion motivates future research into the creator’s dilemma.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 427-435"},"PeriodicalIF":5.9,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141711006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Commentary: Reimagining marketing education in the age of generative AI 评论:在生成式人工智能时代重新构想营销教育
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-02 DOI: 10.1016/j.ijresmar.2024.06.004
Oguz A. Acar

Generative AI (GenAI) holds the potential to revolutionise marketing education by enhancing the learning experience and addressing long-standing pedagogical challenges. This paper explores the transformative impact of GenAI, focusing on three primary dimensions: cost efficiency & scalability, personalisation & accessibility, and creativity & innovation. However, despite these substantial benefits, GenAI also presents important risks and challenges. I therefore underscore the need for strategic and responsible implementation, recommending several approaches such as foundational AI literacy, human oversight, alignment with learning objectives and bespoke pedagogical frameworks to harness GenAI's full potential while mitigating associated risks. Finally, I emphasise that the discussion should evolve from whether we should use GenAI to when and how we should use it.

生成式人工智能(GenAI)通过增强学习体验和解决长期存在的教学难题,有望彻底改变市场营销教育。本文探讨了 GenAI 的变革性影响,重点关注三个主要方面:成本效益和可扩展性、个性化和可及性以及创造性和创新性。然而,尽管有这些巨大的好处,GenAI 也带来了重要的风险和挑战。因此,我强调有必要以负责任的方式进行战略性实施,并推荐了几种方法,如基础人工智能扫盲、人工监督、与学习目标保持一致以及定制教学框架,以充分发挥GenAI的潜力,同时降低相关风险。最后,我强调,讨论应该从我们是否应该使用 GenAI 发展到我们应该何时以及如何使用它。
{"title":"Commentary: Reimagining marketing education in the age of generative AI","authors":"Oguz A. Acar","doi":"10.1016/j.ijresmar.2024.06.004","DOIUrl":"10.1016/j.ijresmar.2024.06.004","url":null,"abstract":"<div><p>Generative AI (GenAI) holds the potential to revolutionise marketing education by enhancing the learning experience and addressing long-standing pedagogical challenges. This paper explores the transformative impact of GenAI, focusing on three primary dimensions: <em>cost efficiency &amp; scalability</em>, <em>personalisation &amp; accessibility</em>, and <em>creativity &amp; innovation</em>. However, despite these substantial benefits, GenAI also presents important risks and challenges. I therefore underscore the need for strategic and responsible implementation, recommending several approaches such as foundational AI literacy, human oversight, alignment with learning objectives and bespoke pedagogical frameworks to harness GenAI's full potential while mitigating associated risks. Finally, I emphasise that the discussion should evolve from <em>whether</em> we should use GenAI to <em>when</em> and <em>how</em> we should use it.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 3","pages":"Pages 489-495"},"PeriodicalIF":5.9,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0167811624000521/pdfft?md5=614ee1475043d652f7ac6f48a54017a5&pid=1-s2.0-S0167811624000521-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141695731","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
Mobile ad fraud: Empirical patterns in publisher and advertising campaign data 移动广告欺诈:出版商和广告活动数据中的经验模式
IF 7 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/j.ijresmar.2023.09.003
Yitian (Sky) Liang , Xinlei (Jack) Chen , Yuxin Chen , Ping Xiao , Jinglong Zhang

Ad fraud has serious consequences for brands. It also contaminates academic research if scholars neglect a significant level of ad fraud in their data. However, only limited theoretical work has addressed this topic, and empirical research is scarce. In this article, we take a first step to document empirical patterns of mobile ad fraud using two datasets. The datasets are commonly available to buyers of advertising services, and the types of ad fraud studied are significant in the advertising market. We identify some app and campaign characteristics correlated with ad fraud, and uncover methods used by fraudsters to conceal the fraud. They often make the ad fraud proportional to the daily traffic but lowering the ratio of ad fraud on high-traffic days. However, when traffic is unstable, they change strategy to use ad fraud to smooth out the traffic. Meanwhile, in advertising campaigns, the fraudsters allocate most part of fraud during the middle of campaign period, an attempt to reduce the risk of being detected. These findings not only help practitioners and academic researchers determine the extent of ad fraud in the data but also provide stylized facts for future research on theoretical modeling of ad fraud.

广告欺诈会给品牌带来严重后果。如果学者们忽视了数据中存在的大量广告欺诈,也会污染学术研究。然而,目前只有有限的理论研究涉及这一主题,实证研究更是凤毛麟角。在本文中,我们首先利用两个数据集记录了移动广告欺诈的经验模式。这些数据集通常可供广告服务购买者使用,而且所研究的广告欺诈类型在广告市场上也很重要。我们发现了一些与广告欺诈相关的应用程序和活动特征,并揭露了欺诈者用来掩盖欺诈行为的方法。他们通常会使广告欺诈与每日流量成正比,但在高流量日会降低广告欺诈的比例。然而,当流量不稳定时,他们就会改变策略,利用广告欺诈来平滑流量。同时,在广告活动中,欺诈者会将大部分欺诈活动安排在活动中期,以降低被发现的风险。这些发现不仅有助于从业人员和学术研究人员确定数据中广告欺诈的程度,还为今后广告欺诈理论建模研究提供了风格化的事实。
{"title":"Mobile ad fraud: Empirical patterns in publisher and advertising campaign data","authors":"Yitian (Sky) Liang ,&nbsp;Xinlei (Jack) Chen ,&nbsp;Yuxin Chen ,&nbsp;Ping Xiao ,&nbsp;Jinglong Zhang","doi":"10.1016/j.ijresmar.2023.09.003","DOIUrl":"10.1016/j.ijresmar.2023.09.003","url":null,"abstract":"<div><p>Ad fraud has serious consequences for brands. It also contaminates academic research if scholars neglect a significant level of ad fraud in their data. However, only limited theoretical work has addressed this topic, and empirical research is scarce. In this article, we take a first step to document empirical patterns of mobile ad fraud using two datasets. The datasets are commonly available to buyers of advertising services, and the types of ad fraud studied are significant in the advertising market. We identify some app and campaign characteristics correlated with ad fraud, and uncover methods used by fraudsters to conceal the fraud. They often make the ad fraud proportional to the daily traffic but lowering the ratio of ad fraud on high-traffic days. However, when traffic is unstable, they change strategy to use ad fraud to smooth out the traffic. Meanwhile, in advertising campaigns, the fraudsters allocate most part of fraud during the middle of campaign period, an attempt to reduce the risk of being detected. These findings not only help practitioners and academic researchers determine the extent of ad fraud in the data but also provide stylized facts for future research on theoretical modeling of ad fraud.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 2","pages":"Pages 265-281"},"PeriodicalIF":7.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134995601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Separating substitution and psychological effects of price with a two-step conjoint approach: Application to luxury goods 用两步联合法分离价格的替代效应和心理效应:奢侈品应用
IF 7 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/j.ijresmar.2023.12.001
Yao (Alex) Yao , Sha Yang , K. Sudhir

Price can have direct psychological effects on utility, beyond the standard indirect substitution effect through its impact on the budget available for other goods. This paper proposes a theory driven modeling framework to (i) empirically disentangle and measure the psychological and substitution effects of price, and (ii) identify heterogeneous drivers of the psychological effect. We then provide a two-step conjoint design to collect necessary data to identify the model and a method to estimate it. We illustrate how the modeling framework can be used with secondary luxury purchase data to measure the psychological and substitution effect, when data on consumer budget for the category is available. We then illustrate our conjoint method, by collecting data for the luxury goods and estimating the model. We find three segments with heterogeneous drivers of the psychological effect: price prestige seeking, self-reward, and price prestige avoidance.

价格可以对效用产生直接的心理影响,除此之外,价格还可以通过对其他商品可用预算的影响产生标准的间接替代效应。本文提出了一个理论驱动的建模框架,以(i) 从经验上区分和衡量价格的心理效应和替代效应,(ii) 识别心理效应的异质性驱动因素。然后,我们提供了一个两步联合设计来收集必要的数据,以确定模型和估算模型的方法。我们说明了在有消费者购买奢侈品预算数据的情况下,如何利用二手奢侈品购买数据来衡量心理效应和替代效应的建模框架。然后,我们通过收集奢侈品数据和估算模型来说明我们的联合方法。我们发现有三个细分市场具有不同的心理效应驱动因素:价格声望追求、自我奖励和价格声望规避。
{"title":"Separating substitution and psychological effects of price with a two-step conjoint approach: Application to luxury goods","authors":"Yao (Alex) Yao ,&nbsp;Sha Yang ,&nbsp;K. Sudhir","doi":"10.1016/j.ijresmar.2023.12.001","DOIUrl":"10.1016/j.ijresmar.2023.12.001","url":null,"abstract":"<div><p>Price can have <em>direct psychological effects</em> on utility, beyond the standard <em>indirect substitution effect</em> through its impact on the budget available for other goods. This paper proposes a theory driven modeling framework to (i) empirically disentangle and measure the psychological and substitution effects of price, and (ii) identify heterogeneous drivers of the psychological effect. We then provide a two-step conjoint design to collect necessary data to identify the model and a method to estimate it. We illustrate how the modeling framework can be used with secondary luxury purchase data to measure the psychological and substitution effect, when data on consumer budget for the category is available. We then illustrate our conjoint method, by collecting data for the luxury goods and estimating the model. We find three segments with heterogeneous drivers of the psychological effect: price prestige seeking, self-reward, and price prestige avoidance.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 2","pages":"Pages 344-361"},"PeriodicalIF":7.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0167811623000836/pdfft?md5=eab3d5321c5721f8be280c785b541394&pid=1-s2.0-S0167811623000836-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138609100","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
Communicating with B2B buyers after “Dropping the Ball”: Using digital and non-digital communication formats to recover from salesperson transgressions 在 "掉链子 "后与 B2B 买家沟通:利用数字和非数字沟通形式从销售人员的过失中恢复过来
IF 7 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/j.ijresmar.2024.01.005
Stephanie M. Mangus , Huanhuan Shi , Judith Anne Garretson Folse , Eli Jones , Shrihari Sridhar

Salespeople are inundated with new sales enablement tools and digital communication options daily, creating new ways to communicate with customers and navigate the inevitable case of “dropping the ball.” This research investigates how different communication formats cushion the blow and minimize damage from salesperson transgressions. Study 1 utilizes firm-provided communication and performance data paired with survey data from business-to-business (B2B) customers to find that the use of synchronous communication (face-to-face (F2F) in contrast to email) mitigates the negative impact of relational transgression but has no such effect on the impact of sales process transgression. Study 2 utilizes an experiment with B2B professionals to identify that synchronous communication (videoconferencing and F2F in contrast to email) improves relationship satisfaction and customer positive word of mouth (PWOM) more for relational than sales process transgressions. Study 3 extends these findings with an experiment exploring additional communication formats (phone and text) while exploring perceived salesperson competence and warmth as mediating mechanisms in the model. Taken together, F2F or synchronous communications should not be viewed as the unilaterally preferred communication format during transgressions, and salespeople should balance communication needs with resource constraints.

销售人员每天都会接触到新的销售工具和数字通信方式,从而创造出与客户沟通的新方法,并避免不可避免的 "失误"。本研究调查了不同的沟通形式如何缓冲销售人员的失误,并将损失降到最低。研究 1 利用公司提供的沟通和绩效数据以及企业对企业(B2B)客户的调查数据,发现使用同步沟通(面对面(F2F)而非电子邮件)可减轻关系越轨的负面影响,但对销售过程越轨的影响没有影响。研究 2 以 B2B 专业人士为实验对象,发现同步沟通(视频会议和 F2F 与电子邮件相比)对关系越轨比对销售过程越轨更能提高关系满意度和客户正面口碑(PWOM)。研究 3 扩展了这些发现,通过实验探索了更多的沟通形式(电话和短信),同时将感知到的销售人员能力和热情作为模型的中介机制。综上所述,F2F 或同步沟通不应被视为越轨时单方面首选的沟通形式,销售人员应在沟通需求与资源限制之间取得平衡。
{"title":"Communicating with B2B buyers after “Dropping the Ball”: Using digital and non-digital communication formats to recover from salesperson transgressions","authors":"Stephanie M. Mangus ,&nbsp;Huanhuan Shi ,&nbsp;Judith Anne Garretson Folse ,&nbsp;Eli Jones ,&nbsp;Shrihari Sridhar","doi":"10.1016/j.ijresmar.2024.01.005","DOIUrl":"10.1016/j.ijresmar.2024.01.005","url":null,"abstract":"<div><p>Salespeople are inundated with new sales enablement tools and digital communication options daily, creating new ways to communicate with customers and navigate the inevitable case of “dropping the ball.” This research investigates how different communication formats cushion the blow and minimize damage from salesperson transgressions. Study 1 utilizes firm-provided communication and performance data paired with survey data from business-to-business (B2B) customers to find that the use of synchronous communication (face-to-face (F2F) in contrast to email) mitigates the negative impact of relational transgression but has no such effect on the impact of sales process transgression. Study 2 utilizes an experiment with B2B professionals to identify that synchronous communication (videoconferencing and F2F in contrast to email) improves relationship satisfaction and customer positive word of mouth (PWOM) more for relational than sales process transgressions. Study 3 extends these findings with an experiment exploring additional communication formats (phone and text) while exploring perceived salesperson competence and warmth as mediating mechanisms in the model. Taken together, F2F or synchronous communications should not be viewed as the unilaterally preferred communication format during transgressions, and salespeople should balance communication needs with resource constraints.</p></div>","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 2","pages":"Pages 194-219"},"PeriodicalIF":7.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139680053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Announcement Winner of IJRM 2023 Best Article Award IJRM 2023 最佳文章奖获奖公告
IF 7 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/S0167-8116(24)00033-8
{"title":"Announcement Winner of IJRM 2023 Best Article Award","authors":"","doi":"10.1016/S0167-8116(24)00033-8","DOIUrl":"10.1016/S0167-8116(24)00033-8","url":null,"abstract":"","PeriodicalId":48298,"journal":{"name":"International Journal of Research in Marketing","volume":"41 2","pages":"Page vii"},"PeriodicalIF":7.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0167811624000338/pdfft?md5=f4d1ae8bd79a0844e547394b1bc9257a&pid=1-s2.0-S0167811624000338-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141233459","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
期刊
International Journal of Research in Marketing
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1