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Patient-Centricity in the Pharmaceutical Industry: A Review and Research Agenda
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-30 DOI: 10.1111/ijcs.70012
Jordan Fleissig, Cécile Delcourt, Nadia Steils

The concept of patient-centricity has gained much attention in the healthcare ecosystem in the past few decades. While most healthcare stakeholders have embraced this model of placing the patient at the center of their focus, pharmaceutical companies have only started to adopt patient-centricity more recently. To date, the literature on patient-centricity in the pharmaceutical industry has focused on isolated initiatives, departments, or processes, leading to a fragmented view of the concept. To address this gap, this article conducts a systematic literature review of 46 peer-reviewed articles from the Scopus database. This study uses the “Theory, Context, and Methodology” and “Antecedents, Decisions, and Outcomes” frameworks to organize and structure the literature review. This article offers a comprehensive framework and definition of the concept of patient-centricity in the pharmaceutical industry and concludes with a research agenda to address the gaps. This study provides a unified understanding of patient-centricity and guides future research to develop it further while providing practitioners from the pharmaceutical industry with a framework of initiatives to shift toward patient-centricity.

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引用次数: 0
Electroencephalography Studies on Marketing Stimuli: A Literature Review and Future Research Agenda
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-30 DOI: 10.1111/ijcs.70015
Ahmed H. Alsharif, Salmi Mohd Isa

This study aims to explore the application of electroencephalography (EEG) tools in examining latent consumer behavior, emphasizing emotions, attention, preferences, memory, and decision-making in response to various marketing stimuli (e.g., products, pricing, branding, and advertising). This study adopts a thematic review approach, employing a systematic literature review methodology (e.g., Preferred Reporting Items for Systematic Reviews and Meta-Analyses [PRISMA] protocol). Our investigation unearthed 155 articles from the Scopus and Web of Science databases, spanning 2010–2023. The findings reveal a marked increase in EEG-related research, underscoring its effectiveness in examining consumers' reactions to marketing stimuli. This rise reflects a growing recognition among researchers of EEG's ability to address marketing research challenges, particularly in advertising, product development, branding, and pricing. EEG research predominantly targets advertising, followed by products, branding, and pricing, and delves deeply into consumer behavior aspects such as emotional, cognitive, and decision-making processes. The study further highlights EEG's cutting-edge potential to predict ad success, optimize product features, and refine pricing strategies with unprecedented accuracy. Specifically, emotion-based ads profoundly influence decision-making, offering novel insights into consumers' emotional engagement. This study emphasizes EEG's groundbreaking role in minimizing verbal biases and revealing consumer behavior, which is increasingly recognized as critical for developing more effective marketing strategies. This review underscores EEG's theoretical and practical contributions and offers pioneering insights into marketing effectiveness and consumer engagement. Future research should expand on these findings, exploring product neurodesign and social neuroscience to push the frontiers of consumer behavior analysis.

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引用次数: 0
Four Decades of Sensory Marketing: A Hybrid Review and Future Research Agenda
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-25 DOI: 10.1111/ijcs.70007
Vaishali Pandey, Vibhuti Tripathi

Sensory marketing has garnered significant attention from researchers due to its ability to effectively influence consumer behavior at a subconscious level. However, existing reviews are constrained by either limited scope or methodology, often focusing on specific senses, or domains, or using solely quantitative or qualitative methods. This offers an opportunity to comprehensively synthesize the existing literature and provide direction for future research. Building on this, the present study examines 535 articles assembled, arranged, and assessed using the SPAR-4-SLR protocol for a thorough review of sensory marketing literature spanning four decades (1984–2023). The review employs both quantitative and qualitative methods to summarize the diverse research and provide detailed insights from the existing body of literature. The quantitative approach, utilizing keyword co-occurrence analysis identifies five thematic clusters—sensory cues as communication strategy, sensory experiences in technologically advanced era, taste perception and food consumption, visual perception, and olfactory perception. Furthermore, the qualitative review technique, utilizing the Theory, Context, Characteristics, and Methodology (TCCM) framework reveals prevalent theories and primary research contexts, along with distinctive characteristics and methodologies. Based on these analyses suggestions for potential areas of future research have been stated.

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引用次数: 0
Tweet Sentiments: Understanding X (Twitter) Users' Perceptions of the Russia–Ukrainian Crisis on Consumer Behavior and the Economy
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-22 DOI: 10.1111/ijcs.70009
Subhankar Das, Subhra Mondal, Jana Majerova, Lukas Vartiak, Vasiliki G. Vrana

The invasion of Ukraine by Russia has caused harm, leading to loss of life and homes being destroyed. These tragic consequences have impacted all levels of society and sparked economic outrage. When evaluating the aftermath of the conflict, it is crucial to recognize the role played by media platforms like Twitter in amplifying the effects on individuals and communities. The widespread influence of Twitter directly influences consumers and their behaviors. Researchers have employed sentiment analysis to study the messages shared on Twitter within market contexts and the global economy. This analysis is valuable for understanding people's viewpoints on subjects or incidents. In a study, researchers examined a dataset comprising 27,926 tweets gathered between 20 February 2022, and 19 February 2023. The study aimed to highlight how the invasion impacted sectors and regions regarding conditions alongside related sanctions. The conclusions drawn from this research hold implications for business sectors, markets, and their functioning. Furthermore, it offers insights into how the public perceives the ongoing war, which has academic and industrial ramifications of its own. The manuscript explores computational methods used to analyze sentiment on Twitter, uncovering the complex interplay between consumer actions and social media within the Russian–Ukraine conflict.

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引用次数: 0
Inform Me or Make Me Laugh: Influencer Marketing and the Role of Emotional Contagion and Information Value 告诉我还是让我笑:影响者营销以及情绪传染和信息价值的作用
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-13 DOI: 10.1111/ijcs.70005
Payal S. Kapoor, Mohita Maggon, Kishore Kumar Gangwani

Influencers' humorous product usage anecdotes and story-based informative collaborative content drive customers' emotional and cognitive responses. Accordingly, this study first examines the impact of humorous and informative content on emotional contagion and information value. Second, it examines the mediating role of emotional contagion and information value that shapes customers' brand engagement and purchase intentions. Third, it tests the boundary conditions imposed by product type. A multimethod quantitative approach was used to test the proposed hypotheses. Two online experiments and two exploratory studies in the form of a social media field experiment and a text analysis study were conducted. The results showed that humorous messages induced emotional contagion, while informative messages produced higher information value. Emotional contagion and information value explained the underlying mechanisms affecting customer brand engagement and purchase intentions. We also found that when employed for hedonic products, humorous messages precipitated stronger emotional responses, while for utilitarian products, informative messages led to higher information value. The study findings offer implications for marketers seeking to enhance customer brand engagement through influencer marketing.

影响者幽默风趣的产品使用轶事和以故事为基础的信息合作内容会推动客户的情感和认知反应。因此,本研究首先探讨了幽默内容和信息内容对情感传染和信息价值的影响。其次,研究情感传染和信息价值对客户品牌参与和购买意向的中介作用。第三,它检验了产品类型施加的边界条件。本研究采用了多方法定量方法来检验提出的假设。进行了两项在线实验和两项探索性研究,即社交媒体实地实验和文本分析研究。结果表明,幽默的信息会诱发情绪传染,而信息丰富的信息会产生更高的信息价值。情感传染和信息价值解释了影响客户品牌参与和购买意向的潜在机制。我们还发现,当使用于享乐型产品时,幽默信息会引起更强烈的情感反应,而对于功利型产品,信息型信息则会带来更高的信息价值。研究结果为营销人员通过影响者营销提高客户品牌参与度提供了启示。
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引用次数: 0
Factors Affecting the Use of ChatGPT for Obtaining Shopping Information 影响使用ChatGPT获取购物信息的因素
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-13 DOI: 10.1111/ijcs.70008
Behzad Foroughi, Mohammad Iranmanesh, Elaheh Yadegaridehkordi, Jun Wen, Morteza Ghobakhloo, Madugoda Gunaratnege Senali, Nagaletchimee Annamalai

ChatGPT transforms the shopping experience by providing responses in human-like language about products, services, and brands to customers. This study investigated the influential drivers of intention to use ChatGPT to obtain shopping information. We extended the “extended unified theory of acceptance and use of technology” UTAUT2 by incorporating the direct and moderating effects of trust and technology anxiety. To test the model on data from 412 respondents, a hybrid Partial Least Squares—Artificial Neural Network (PLS-ANN) approach was employed. This approach combines the strengths of PLS for modeling complex variable relationships and ANN for capturing nonlinear dependencies and interactions. PLS analysis identified performance expectancy, effort expectancy, facilitating conditions, hedonic motivation, and trust as significant drivers of ChatGPT usage. The associations between the intention to use ChatGPT and its predictors are negatively moderated by trust and technology anxiety. ANN analysis revealed that trust has the highest effect on the choice to use ChatGPT, followed by facilitating conditions, performance expectancy, hedonic motivation, and effort expectancy. By extending the UTAUT2 framework and applying the PLS-ANN method, this study advances the theoretical understanding of technology adoption and provides practical insights for marketers and developers of AI-driven text generators. It emphasizes the importance of building trust and alleviating technology anxiety to promote wider adoption of ChatGPT. The broader significance of this research lies in its contribution to shaping the future of retail and e-commerce strategies by encouraging a more informed and user-centric development of AI technologies in the shopping domain.

ChatGPT通过用类似人类的语言向客户提供有关产品、服务和品牌的响应,从而改变了购物体验。本研究调查了使用ChatGPT获取购物信息的意向的影响因素。我们通过纳入信任和技术焦虑的直接和调节作用,扩展了“技术接受和使用的扩展统一理论”UTAUT2。为了对412名受访者的数据进行检验,采用了混合偏最小二乘-人工神经网络(PLS-ANN)方法。这种方法结合了PLS对复杂变量关系建模和人工神经网络捕获非线性依赖和交互的优势。PLS分析确定了绩效预期、努力预期、促进条件、享乐动机和信任是ChatGPT使用的重要驱动因素。使用ChatGPT的意图及其预测因子之间的关联被信任和技术焦虑负向调节。人工神经网络分析显示,信任对选择使用ChatGPT的影响最大,其次是便利条件、绩效预期、享乐动机和努力预期。通过扩展UTAUT2框架和应用PLS-ANN方法,本研究推进了对技术采用的理论理解,并为人工智能驱动文本生成器的营销人员和开发人员提供了实践见解。它强调了建立信任和减轻技术焦虑对促进ChatGPT更广泛采用的重要性。这项研究更广泛的意义在于,它通过鼓励在购物领域更明智和以用户为中心的人工智能技术的发展,为塑造零售和电子商务战略的未来做出了贡献。
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引用次数: 0
More Than Knowledge: Consumer Financial Capability and Saving Behavior 超越知识:消费者金融能力与储蓄行为
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-08 DOI: 10.1111/ijcs.13097
Laura Núñez-Letamendia, Patricia Sánchez-Ruiz, Ana C. Silva

This paper explores the association between financial capability, defined broadly through different constituents, and households' savings behavior. Using a survey conducted to a sample of 1501 consumers, the results, correcting for endogeneity, indicate that in order to explain savings behavior: (i) knowledge about investment products (funds, stocks, bonds, etc.) is more important than knowledge about concepts of an economic-financial nature (simple and compound interest rate, inflation, and diversification); (2) self-confidence in financial knowledge is more relevant than actual financial knowledge; (3) budgeting skills are strongly relevant; and (4) some of the elements proposed by the Theory of Planned Behavior, in particular control or self-efficacy, are valid predictors of savings behavior. In sum, a broad conception of financial capability, beyond financial knowledge, is needed to understand savings behavior. Our study has implications for policy decision makers, consumers, and educational and financial institutions and sheds light on future lines of research.

本文探讨了财务能力(通过不同的组成部分广泛定义)与家庭储蓄行为之间的关系。通过对1501名消费者样本的调查,修正内生性后的结果表明,为了解释储蓄行为:(i)投资产品(基金、股票、债券等)的知识比经济金融性质概念(简单和复合利率、通货膨胀和多样化)的知识更重要;(2)对金融知识的自信比实际的金融知识更有相关性;(3)预算技能有很强的相关性;(4)计划行为理论提出的一些因素,特别是控制或自我效能感,是储蓄行为的有效预测因素。总之,理解储蓄行为需要一个超越金融知识的广义的财务能力概念。我们的研究对政策制定者、消费者、教育和金融机构都有启示意义,并为未来的研究方向指明了方向。
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引用次数: 0
The Influence of Submission Devices on User-Generated Content—A Systematic Literature Review and Meta-Analysis 提交设备对用户生成内容的影响--系统性文献综述和元分析
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-05 DOI: 10.1111/ijcs.70003
Lukas Wolf, Maria Madlberger

In today's ever-changing and modern world, user-generated content (UGC) on the internet exerts a significant influence on consumers. Therefore, understanding UGC and its design is of great interest to researchers and practitioners alike. One examined factor influencing UGC is the submission device, such as the smartphone, tablet, or laptop. Despite digital devices offering similar capabilities for content creation and submission, they differ substantially in their characteristics, including screen size, user interface, and usage context. This study conducts a framework-based systematic literature review on the influence of submission devices on UGC. Through a comprehensive descriptive analysis, the authors examine the theories, contexts, and methods used, offering a structured overview of current research. In a subsequent weight analysis and meta-analysis, the strength and combined effect sizes of the relationships studied are illustrated and an insight into moderators that explain result variations is provided. The findings reveal that the choice of submission device (mobile vs. nonmobile) exerts a multi-faceted influence on the creation of UGC. Mobile devices, as opposed to nonmobile devices, demonstrate a significant and moderate negative impact on temporal distance, text length, and diversity of UGC across studies. This analysis clarifies previous inconsistencies and establishes the robustness of specific relationships, providing practical recommendations for managers to adapt marketing strategies for different digital devices.

在当今瞬息万变的现代社会,互联网上的用户生成内容(UGC)对消费者产生了重大影响。因此,了解UGC及其设计对研究人员和从业人员都很有意义。影响UGC的一个因素是提交设备,如智能手机、平板电脑或笔记本电脑。尽管数字设备为内容创建和提交提供了类似的功能,但它们在特征(包括屏幕大小、用户界面和使用上下文)方面存在很大差异。本研究对提交设备对UGC的影响进行了基于框架的系统文献综述。通过一个全面的描述性分析,作者检查的理论,背景和方法使用,提供当前研究的一个结构化的概述。在随后的权重分析和荟萃分析中,说明了所研究关系的强度和综合效应大小,并提供了对解释结果变化的调节因子的见解。研究结果显示,提交设备的选择(手机和非手机)对UGC的产生有着多方面的影响。与非移动设备相比,移动设备在研究中对时间距离、文本长度和UGC多样性表现出显著而适度的负面影响。这一分析澄清了之前的不一致,并建立了特定关系的稳健性,为管理者提供了针对不同数字设备调整营销策略的实用建议。
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引用次数: 0
Obtaining Premium When Luxury Is Far Away: Masstige's Antecedents, Moderators and Consequences 在奢侈品远离的时候获得优质:大众传媒的前因、调节因素和后果
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-05 DOI: 10.1111/ijcs.70004
Thomas Anning-Dorson, Nii Nookwei Tackie

This study examines the interplay between masstige brands and key consumer factors, including the need for uniqueness, pride, bandwagon effect, conspicuous consumption, and consumer brand engagement. Employing a two-stage sampling method and PLS–SEM analysis, the research focuses on middle-income individuals as prospective masstige consumers. Findings reveal that pride and the need for uniqueness significantly drive masstige consumption, while masstige consumption strongly influences conspicuous consumption and consumer brand engagement. The study contributes to the masstige literature by validating the MMI scale and demonstrating the pivotal roles of pride and uniqueness in navigating the masstige market. These insights underscore the strategic importance of masstige brands in fostering consumer-brand relationships and provide direction for targeted engagement strategies.

本研究探讨大众品牌与关键消费者因素之间的相互作用,包括独特性需求、自豪感、从众效应、炫耀性消费和消费者品牌参与。采用两阶段抽样方法和PLS-SEM分析,研究重点是中等收入人群作为潜在的大众消费者。研究结果显示,自豪感和对独特性的需求显著推动了大众消费,而大众消费对炫耀性消费和消费者品牌参与有强烈影响。本研究通过验证MMI量表,并证明自豪感和独特性在大众市场导航中的关键作用,为大众文献做出了贡献。这些见解强调了大众品牌在培养消费者品牌关系方面的战略重要性,并为有针对性的参与策略提供了方向。
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引用次数: 0
8-T Framework for Artificial Intelligence-Driven Branding: A Strategic Typology 人工智能驱动品牌的8-T框架:战略类型学
IF 8.6 2区 管理学 Q1 BUSINESS Pub Date : 2024-12-04 DOI: 10.1111/ijcs.70002
Maria DSouza Deryl, Sanjeev Verma, Vartika Srivastava

The marketing ecosystem is experiencing a paradigmatic shift with the advent of artificial intelligence (AI). The present study aims to widen the foundations of brand strategy by integrating AI dimensions within the branding dominion. The literature lacks a cohesive perspective on AI dimensions boosting and driving brands for sustained competitive advantage in the dynamic marketplace. Marketing practitioners are gradually getting acquainted with the nuances of AI implementation, but latent AI capabilities remain potent to unfurl enduring consumer relationships. The present study develops a novel 8-T Strategic Framework for facilitating the strategic integration and effective implementation of AI in brand decisions and initiatives. The theorization of the 8-T framework of AI-driven branding (Technology, Training, Teaming, Targeting, Technique, Timing, Tailoring, Trust) offers macro and micro perspectives that serve as a formidable typology. The framework enunciates a holistic set of strategic mechanisms to help practitioners build futuristic strategies with a contemporary purpose.

随着人工智能(AI)的出现,营销生态系统正在经历一场范式转变。本研究旨在通过整合品牌领域内的人工智能维度来扩大品牌战略的基础。文献缺乏关于人工智能维度促进和推动品牌在动态市场中获得持续竞争优势的凝聚力视角。市场营销从业者正在逐渐熟悉人工智能实施的细微差别,但潜在的人工智能能力仍然强大,无法建立持久的消费者关系。本研究开发了一个新的8-T战略框架,以促进人工智能在品牌决策和举措中的战略整合和有效实施。人工智能驱动品牌的8-T框架(技术、培训、团队、目标、技术、时机、裁剪、信任)的理论提供了宏观和微观的视角,作为一个强大的类型学。该框架阐明了一套全面的战略机制,以帮助从业者建立具有当代目的的未来战略。
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引用次数: 0
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International Journal of Consumer Studies
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