Smart Generation System of Personalized Advertising Copy and Its Application to Advertising Practice and Research

Artificial intelligence in programmatic advertising constitutes fertile grounds for marketing communication with tremendous opportunities. Yet, despite its touted benefits, contemporary implementations of programmatic advertising do not harness self-generative technologies so much so that different consumers are exposed to identical content. Consequently, we advance a smart generation system of personalized advertising copy (SGS-PAC) that can automatically personalize advertising content to align with the needs of individual consumers. Analytical results from a user experiment involving about 80 subjects underscore that personalized advertising copies generated by SGS-PAC can bolster click rate in online advertising platforms. Findings from this study bear significant implications for the application of artificial intelligence in online advertising.     

Engagement with Social Media and Social Media Advertising: The Differentiating Role of Platform Type

This study examines how consumers’ engagement with social media platforms drives engagement with advertising embedded in these platforms and, subsequently, evaluations of this advertising. Our survey (N = 1,346, aged 13 and older) maps social media users’ engagement experiences with Facebook, YouTube, LinkedIn, Twitter, Google+, Instagram, Pinterest, and Snapchat and their experiences with and evaluations of advertising on these platforms. Our findings show that engagement is highly context specific; it comprises various types of experiences on each social media platform such that each is experienced in a unique way. Moreover, on each platform, a different set of experiences is related to advertising evaluations. It is further shown that engagement with social media advertising itself is key in explaining how social media engagement is related to advertising evaluations. The general conclusion is that there is no such thing as “social media.”     

Social Psychological (Mis)Representations in Television Advertising

As a result of the FTC's more aggressive approach to regulating advertising, there has been a noticeable reduction in the amount of blatant lies in advertisements. More subtle forms of deceit are still a problem, however. This paper examines a special form of subtly deceptive advertising termed the social-psychological representation. A case is developed from available conceptual and empirical evidence to show how this apparently innocuous advertising method can deceive advertising receivers. Results are presented from a content analysis of television commercials which reveal that social-psychological representations are used extensively in national advertising.     

The Gamification of Advertising: Analysis and Research Directions of In-Game Advertising,Advergames, and Advertising in Social Network Games

The study presents a framework for the analysis of advertising in digital games. It reviews literature on in-game advertising, advergames and advertising in social network games. The framework distinguishes between stimulus characteristics of the game as well as of the advertising that lead to psychological responses toward the game and the brand and to actual behavior toward the game and the brand. It takes into consideration individual factors of the player and social factors surrounding the player. In addition, theoretical models of advertising perception in digital games and issues regarding regulation are addressed. Directions for future research in the area of advertising in digital games are provided.     

Small Service Businesses: Advertising Attitudes and The Use of Digital and Social Media Marketing

Advertising is embraced by companies as a means of building awareness, sales, and customer loyalty. However, in recent years advertising has changed. Digital marketing and social media marketing have gained a greater prominence (Lamberton & Stephen, 2016 Lamberton, C., Stephen, A. T. (2016). A thematic exploration of digital, social media, and mobile marketing: Research evolution from 2000 to 2015 and an agenda for future inquiry. Journal of Marketing, 80(November), 146–172. https://doi.org/10.1509/jm.15.0415.[Crossref], [Web of Science ®] [Google Scholar]). While megabrands spend millions of dollars on advertising, small businesses often view advertising as an expense rather than a means of generating revenue. Small service business owners are often skeptical of the value of digital marketing and social media. This study examines various digital and social media channels that can be utilized to grow their business.     

社会化媒体中消费者生成广告的影响因素模型及作用路径

如今社会化媒体中随处可见消费者对品牌信息的评论、转发以及创作与品牌相关内容的行为,这样的行为对品牌传播产生了极大影响,它相对于传统品牌传播方式更有效。那么社会化媒体中消费者生成广告行为受到何种因素的影响,这些因素之间存在何种内在逻辑关系？本研究采用立意抽样的方式,选择活跃于社会化媒体（微博、微信、美拍）中的消费者作为研究对象,使用扎根理论的开放式编码、主轴编码与选择性编码对访谈材料进行分析,最后结合选择性编码与“故事线”的方式构建了CGA-EESM影响因素模型。该模型显示：环境、经验、刺激与动机是消费者生成广告行为的四个关键影响因素,它们之间存在错综复杂的作用路径。     

Group Development (II): Implications for GSS Research and Practice

This article is the second of a two-part series that examines the issue ofgroup development and its impact on the study and design of group supportsystems. It builds on the ideas developed in the preceding article anddiscusses the implications of group development for group support systems(GSS) research. Specifically, the paper examines the impact of computersupport systems on group development processes. Our previous paper reviewed models of development—based on two competingparadigms, sequential and nonsequential—proposed by various researchers.Despite differences between the two paradigms, individual models share somecommon aspects, from the types of processes experienced to the nature ofoutputs produced, that jointly help describe group development. Commonprocesses displayed in the evolution of a group, distilled from the variousmodels, include cohesiveness, conflict management, balance betweensocioemotional and task needs, effective communication, and involvement ingroup activities. Additionally, the various models also indicate that groupshave critical periods in their developmental path. This paper develops the idea that GSS structures can support groups withtheir developmental processes and help them deal with critical periods. MostGSS provide global structures like anonymity, simultaneity, and the capacityfor enhanced information processing. These structures, if appropriatedeffectively by groups, can influence their developmental paths over time. Inmany cases these structures can help the development of groups by improvingtheir ability to manage conflict, increasing their cohesiveness, developing asense of group identity, and enhancing open communication. This paperdevelops a set of testable propositions that can guide researchers of groupbehavior, organizational users of GSS, and developers of these systems.     

Consumer Brand Engagement in Social Media: Conceptualization,Scale Development and Validation

In the last three decades, an influential research stream has emerged which highlights the dynamics of focal consumer/brand relationships. Specifically, more recently the ‘consumer brand engagement’ (CBE) concept has been postulated to more comprehensively reflect the nature of consumers' particular interactive brand relationships, relative to traditional concepts, including ‘involvement.’ However, despite the growing scholarly interest regarding the undertaking of marketing research addressing ‘engagement,’ studies have been predominantly exploratory in nature, thus generating a lack of empirical research in this area to date. By developing and validating a CBE scale in specific social media settings, we address this identified literature gap. Specifically, we conceptualize CBE as a consumer's positively valenced brand-related cognitive, emotional and behavioral activity during or related to focal consumer/brand interactions. We derive three CBE dimensions, including cognitive processing, affection, and activation. Within three different social media contexts, we employ exploratory and confirmatory factor analyses to develop a reliable, 10-item CBE scale, which we proceed to validate within a nomological net of conceptual relationships and a rival model. The findings suggest that while consumer brand ‘involvement’ acts as a CBE antecedent, consumer ‘self-brand connection’ and ‘brand usage intent’ represent key CBE consequences, thus providing a platform for further research in this emerging area. We conclude with an overview of key managerial and scholarly implications arising from this research.     

论收入管理在媒体广告经营中的应用

广告经营是大部分媒体的主要收入。分析我国媒体广告经营的现状和问题,我国媒体广告经营仍然是以粗放型经营为主,根据收入管理的特点和实施条件,我国媒体广告应该引入收入管理,争取由粗放型经营向集约型良性转变。     

广东增城市社会经济发展的实践与启示

增城市社会经济发展的成功实践的关键在于紧紧围绕主体功能区建设,摸索出一条经济发展与生态建设良性互动、区域、城乡协调发展的科学发展道路。增城功能分区发展模式的成功经验主要体现在:一是以全局视野谋划增城功能分区,在区际联系中实现本地发展科学定位;二是针对不同功能分区的实际情况,统筹兼顾,立足当下,适度前瞻,保持发展的可持续性;三是科学决策、以人为本,全面落实科学发展观。     

Corporate Social Responsibility (CSR): Theory and Practice in a Developing Country Context

After providing an overview of Corporate Social Responsibility (CSR) research in different contexts, and noting the varied methodologies adopted, two robust CSR conceptualizations – one by Carroll (1979, ‘A Three-Dimensional Conceptual Model of Corporate Performance’, The Academy of Management Review 4(4), 497–505) and the other by Wood (1991, ‘Corporate Social Performance Revisited’, The Academy of Management Review 16(4), 691–717) – have been adopted for this research and their integration explored. Using this newly synthesized framework, the research critically examines the CSR approach and philosophy of eight companies that are considered active in CSR in the Lebanese context. The findings suggest the lack of a systematic, focused, and institutionalized approach to CSR and that the understanding and practice of CSR in Lebanon are still grounded in the context of philanthropic action. The findings are qualified within the framework of existing contextual realities and relevant implications drawn accordingly. Dr. Jamali is Assistant Professor of Management at the Olayan School of Business, American University of Beirut. She holds a BA in Public Administartion from the American University of Beirut, and a Ph.D. in Social Policy and Administration, from the University of Kent at Canterbury, UK. Her research interests encompass corporate social responsibility, public private partnerships, learning organizations and women issues. She worked as an expert consultant on projects funded by the World Bank, the US Agency for International Development, NGOs, and other regional and local public and private firms. She is the author of numerous studies and international peer reviewed publications in various international journals, including the Journal of Management Development, the International Journal of Public Sector Management, the International Journal of Quality and Reliability Management, Business Process Management Journal, Public Works, Management and Policy and Women in Management Review. Ramez Mirshak Graduated with honors from the American University in Cairo (AUC) with a Bachelor of Arts in Business Administration in February 2001, then worked for two years in Egypt in the field of marketing and management. In 2004–2005, pursued his Masters of Business Administration at the American University of Beirut (AUB), researching primarily issues relating to change management and corporate social responsibility under the supervision of Dr. Dima Jamali, then joined a leading international financial institution as a regional Management Associate, while maintaining links with AUB and working on several research based projects.     

The Meaning(s) of Trust. A Content Analysis on the Diverse Conceptualizations of Trust in Scholarly Research on Business Relationships

Scholarly research largely converges on the argument that trust is of paramount importance to drive economic agents toward mutually satisfactory, fair, and ethically compliant behaviors. There is, however, little agreement on the meaning of trust, whose conceptualizations differ with respect to actors, relationships, behaviors, and contexts. At present, we know much better what trust does than what trust is. In this article, we present an extensive review and analysis of the most prominent articles on trust in market relationships. Using computer-aided content analysis and network analysis methods, we identify key, recurring dimensions that guided the conceptualization of trust in past research, and show how trust can be developed as a multifaceted and layered construct. Our results are an important contribution to a convergence of research toward a shared and common view of the meaning of trust. This process is important to ensure the body of trust research’s internal theoretical consistency, and to provide reliable and common principles for the management of business relationships – a context in which opportunism and imperfect information may induce economic actors to cheat and stray from fair and ethically compliant behaviors.     

Corporations and Citizenship Arenas in the Age of Social Media

Little attention has been paid to the importance of social media in the corporate social responsibility (CSR) literature. This deficit is redressed in the present paper through utilizing the notion of ‘citizenship arenas’ to identify three dynamics in social media-augmented corporate–society relations. First, we note that social media-augmented ‘corporate arenas of citizenship’ are constructed by individual corporations in an effort to address CSR issues of specific importance thereto, and are populated by individual citizens as well as (functional/formally organized) stakeholders. Second, we highlight that, within social media-augmented ‘public arenas of citizenship’, individual citizens are empowered, relative to corporations and their (functional/formally organized) stakeholders, when it comes to creating, debating, and publicizing, CSR-relevant issues. Third, we posit that information and communication technology corporations possess specific, and potentially very important, capacities, when it comes to creating, or helping construct, public arenas of citizenship from within which individual citizens can influence their broader political–economic environment. Following this, we discuss how social media can contribute to ‘dysfunctions’ as well as ‘progressions’ in corporate–society relations, and conclude with a number of suggestions for future research.     

广告比稿模拟在市场营销专业广告学教改中的应用研究

广告比稿是广告主选择广告公司及广告公司获取业务的重要方式。市场营销专业的广告学课程,应使学生具备从企业角度判断广告提案是否适合企业所需的能力,以及从广告公司角度做出能解决企业现实问题的广告提案的能力。广告学的实践教学采用比稿模拟的形式,有利于学生促进学生全面掌握广告学理论,也更符合市场营销专业的培养目标。     

Consumer Responses to Corporate Social Responsibility (CSR) in China

This research explores how consumers respond to Corporate Social Responsibility (CSR) in China with a multiproduct, comparative survey. Empirical results conclude that (1) Chinese consumers, who show a high level of awareness and trust of CSR, are more likely to transform a good CSR record into positive corporate evaluation, product association, and purchase intention; (2) Consumer responses to CSR vary across different product categories. Those firms selling experience products (vs. search and credence products) are more likely to gain consumers’ positive product associations and purchase support through CSR practices; and (3) The relationships between consumer demographics and their CSR responses are not linear, and those consumers with a middle level of age and income would respond to CSR more positively. Managerial implications are provided.     

Consumer Believability of Information in Direct-to-Consumer (DTC) Advertising of Prescription Drugs

Direct to consumer (DTC) advertising has attracted significant research attention, yet none has focused on empirical assessments of its overall impact on U.S. consumers nationally, and tying assessment to relevant behavioral outcomes. This paper addresses the ethical issue of DTC advertising providing a balance of product and risk information that is both understandable and believable, and contributes direction to those exploring this phenomenon. Richard F. Beltramini is currently Professor of Marketing in the School of Business Administration at Wayne State University. He received his Ph.D. from the University of Texas at Austin, and served on the faculty of Arizona State University for fifteen years. His teaching interests include advertising and marketing management, research, and strategy. His primary research focus is on the believability of marketing communications information, and he has published in the Journal of Advertising, Journal of Advertising Research, Journal of Consumer Research, Journal of Marketing, and a variety of other journals, conference proceedings, and books as well as co-editing Gift Giving: A Research Anthology. Dr. Beltramini has served on the Editorial Review Boards of a number of academic journals, as guest editor of special issues of the Journal of Business Ethics and the International Journal of Internet Marketing and Advertising, as international president of the American Academy of Advertising, as a member of the American Advertising Federation's National Academic Committee and several other professional and business organizations, and is active as a consultant to several international organizations. He is the recipient of several national competitive grants and awards for his teaching and research, including the National Science Foundation, is the only faculty recipient of both his school’s Excellence in Research and Excellence in Teaching awards, and is currently the first Board of Visitors Faculty Fellow. Prior to academe, Dr. Beltramini worked for Texas Instruments, Inc. and The Drawing Board, Inc., both in Dallas, and he has also worked as a Visiting Research Professor for J. Walter Thompson Advertising in Chicago, Honeywell Information Systems in Phoenix, and the Federal Trade Commission in Washington, D.C.     

Social Principles As a Framework for Ethical Analysis (With an Application to the Tobin Tax)

Rooted in a reasoned understanding of what it is to be a human being in community, Catholic social principles are accessible to a pluralistic, even secular, audience. Instead of being used separately in an ad hoc manner, these principles can be applied as a single analytical framework in examining ethical questions. Doing so allows the manifold dimensions of social problems to surface. The paper applies this framework on the issue of whether currency markets ought to be taxed in order to deter speculation.     

Commitment,Trust, and Social Involvement: An Exploratory Study of Antecedents to Web Shopper Loyalty

Winning customer loyalty is viewed as a priority by many electronic (e) businesses. Grounded in the theory of reasoned action, our proposed model suggests that commitment is a key attitudinal antecedent to Web shopper loyalty. In the model, we introduce trust in the Internet and social involvement in a Web consumption community as moderators of the commitment-loyalty relation. The model was tested using data from a survey of Web users. Preliminary results provide general support for commitment as a determinant of loyalty and social involvement magnifying the strength of that relation. Trust in the Internet did not attenuate the commitment-loyalty relation. We offer implications and directions for future research.     

人工神经网络在市场研究中的应用方法

市场研究是采用科学的方法,收集、记录、整理、分析企业目标市场的消费需求及市场营销活动,令企业的市场营销适应外部市场。市场总是风云变幻的,为了能够更准确更深入地了解市场的情况,特别是预测未来市场是如何变化的,准确而全面地收集信息是非常重要的,但是更加重要的是如何通过有效的数据分析手段．从大量的原始数据中分析得到更有价值的信息和结论。基本的层次是能够使得研究的结论与市场的真实情况相吻合．更高的层次是能够发掘市场潜在的、不易察觉的信息。要达到这两个层次有赖于科学的数据分析方法。