scholarly journals Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Richard N. Rutter ◽  
Stuart J. Barnes ◽  
Stuart Roper ◽  
John Nadeau ◽  
Fiona Lettice
Keyword(s):  
Social Media ◽  
Return On Investment ◽  
Design Methodology ◽  
Network Effects ◽  
Product Placement ◽  
Content Type ◽  
Product Categories ◽  
Close Fit ◽  
Practical Implications ◽  
Beauty Products

PurposeThis research tests empirically the level of consumer engagement with a product via a nonbrand-controlled platform. The authors explore how social media influencers and traditional celebrities are using products within their own social media Instagram posts and how well their perceived endorsement of that product engages their network of followers.Design/methodology/approachA total of 226,881 posts on Instagram were analyzed using the Inception V3 convolutional neural network (CNN) pre-trained on the ImageNet dataset to identify product placement within the Instagram images of 75 of the world's most important social media influencers. The data were used to empirically test the relationships between influencers, product placement and network engagement and efficiency.FindingsInfluencers achieved higher network engagement efficiencies than celebrities; however, celebrity reach was important for engagement overall. Specialty influencers, known for their “subject” expertise, achieved better network engagement efficiency for related product categories. The highest level of engagement efficiency was achieved by beauty influencers advocating and promoting cosmetic and beauty products.Practical implicationsTo maximize engagement and return on investment, manufacturers, retailers and brands must ensure a close fit between the product type and category of influencer promoting a product within their social media posts.Originality/valueMost research to date has focused on brand-controlled social media accounts. This study focused on traditional celebrities and social media influencers and product placement within their own Instagram posts to extend understanding of the perception of endorsement and subsequent engagement with followers. The authors extend the theory of network effects to reflect the complexity inherent in the context of social media influencers.

scholarly journals Product placement by social media homefluencers during new normal

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mollika Ghosh
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Product Placement ◽  
The Body ◽  
User Generated Content ◽  
New Normal ◽  
Content Type ◽  
Thematic Content Analysis ◽  
Negative Comments ◽  
Practical Implications

PurposeThe purpose of this study is to analyze how product placement through social media influencers (SMIs) during “new normal” can generate user-generated content (UGC) and determine the manners of product placement by SMIs who have become “homefluencers” by their skills.Design/methodology/approachThis research applies a qualitative approach of thematic content analysis of a total of 49 micro and nano-homefluencer's contents in beauty fashion, clothing, workout-yoga, food and lifestyle sectors on Instagram.FindingsThe findings of this study identify the main five themes of homefluencers by analyzing UGC in the new normal portraying both positive and negative comments incorporating four manners of product placement as a framework backed by two identified skills: relevance and relationship.Research limitations/implicationsThis research pioneers the study on how SMIs as “homefluencers” can adapt product placement skills in crises strengthening UGC by proposing a framework in the existing influencer marketing literature, where research is scarce.Practical implicationsThe findings of this research represent a guideline for effective SMI marketing development in the new normal and post-COVID. Based on the findings, recommendations are provided for the brand managers and influencers uplifting UGC blending skill of relevancy and relationship in product placement.Originality/valueThe author has contributed to the body of research by qualitatively analyzing how “homefluencer's” product placement in a crisis period can manage consistency and humanitarian association amplifying UGC and the practical implications in post-COVID.

Influencer marketing

2019 ◽  
Vol 23 (2) ◽  
pp. 109-122 ◽  
Author(s):  
Carolina Stubb ◽  
Anna-Greta Nyström ◽  
Jonas Colliander
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Product Category ◽  
Content Type ◽  
Disclosure Control ◽  
Product Categories ◽  
Social Media Platforms ◽  
Media Platform ◽  
Practical Implications ◽  
Control Post

PurposeThe purpose of this paper is to investigate the effects of a particular form of sponsorship disclaimer in sponsored content by social media influencers (SMIs), namely a sponsorship compensation justification disclosure. A sponsorship compensation justification disclosure explains why influencers and brands engage in sponsorship collaborations by providing a normative reason that justifies the existence and dissemination of sponsored content.Design/methodology/approachAn experimental design was used to compare the effects of a sponsorship compensation justification disclosure made by either an influencer or the sponsoring brand, to a simple sponsorship disclosure and a no disclosure control post, on consumers’ responses to a product-review video by a YouTube influencer.FindingsThe paper offers empirical evidence that sponsorship compensation justification generates more positive consumer attitudes toward influencers receiving sponsorship compensation, and increases source and message credibility, compared to a simple sponsorship disclosure.Research limitations/implicationsThe hypotheses were tested on one YouTube video, comprising of a single product category, one SMI and one social media platform. Further studies might replicate the experiment on different product categories and on different social media platforms.Practical implicationsThis empirical study can offer brand communication managers and influencers important information on how to communicate and design sponsorship disclosures to reach-desired responses from consumers.Originality/valueThe study is the first study to empirically demonstrate the effects of this particular type of sponsorship disclosure.

Is the equalization/normalization lens dead? Social media campaigning in US congressional elections

2018 ◽  
Vol 42 (5) ◽  
pp. 718-731 ◽  
Author(s):  
Jason Gainous ◽  
Andrew Segal ◽  
Kevin Wagner
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Power Structure ◽  
Congressional Elections ◽  
Campaign Spending ◽  
Interactive Effects ◽  
Content Type ◽  
Electoral Success ◽  
The Masses ◽  
Practical Implications

Purpose Early information technology scholarship centered on the internet’s potential to be a democratizing force was often framed using an equalization/normalization lens arguing that either the internet was going to be an equalizing force bringing power to the masses, or it was going to be normalized into the existing power structure. The purpose of this paper is to argue that considered over time the equalization/normalization lens still sheds light on our understanding of how social media (SM) strategy can shape electoral success asking if SM are an equalizing force balancing the resource gap between candidates or are being normalized into the modern campaign. Design/methodology/approach SM metrics and electoral data were collected for US congressional candidates in 2012 and 2016. A series of additive and interactive models are employed to test whether the effects of SM reach on electoral success are conditional on levels of campaign spending. Findings The results suggest that those candidates who spend more actually get more utility for their SM campaign than those who spend less in 2012. However, by 2016, spending inversely correlates with SM campaign utility. Research limitations/implications The findings indicate that SM appeared to be normalizing into the modern congressional campaign in 2012. However, with higher rates of penetration and greater levels of usage in 2016, the SM campaign utility was not a result of higher spending. SM may be a greater equalizing force now. Practical implications Campaigns that initially integrate digital and traditional strategies increase the effectiveness of the SM campaign because the non-digital strategy both complements and draws attention to the SM campaign. However, by 2016 the SM campaign was not driven by its relation to traditional campaign spending. Originality/value This is the first large N study to examine the interactive effects of SM reach and campaign spending on electoral success.

Stairways to heaven: implementing social media in organizations

2013 ◽  
Vol 17 (5) ◽  
pp. 741-754 ◽  
Author(s):  
Moria Levy
Keyword(s):  
Social Media ◽  
Knowledge Management ◽  
Empirical Study ◽  
Design Methodology ◽  
Applied Research ◽  
Service Marketing ◽  
Content Type ◽  
Four Levels ◽  
Functional Components ◽  
Practical Implications

Purpose – This paper is aimed at both researchers and organizations. For researchers, it seeks to provide a means for better analyzing the phenomenon of social media implementation in organizations as a knowledge management (KM) enabler. For organizations, it seeks to suggest a step-by-step architecture for practically implementing social media and benefiting from it in terms of KM. Design/methodology/approach – The research is an empirical study. A hypothesis was set; empirical evidence was collected (from 34 organizations). The data were analyzed both quantitatively and qualitatively, thereby forming the basis for the proposed architecture. Findings – Implementing social media in organizations is more than a yes/no question; findings show various levels of implementation in organizations: some implementing at all levels, while others implement only tools, functional components, or even only visibility. Research limitations/implications – Two main themes should be further tested: whether the suggested architecture actually yields faster/eased KM implementation compared to other techniques; and whether it can serve needs beyond the original scope (KM, Israel) as tested in this study (i.e. also for other regions and other needs – service, marketing and sales, etc.). Practical implications – Organizations can use the suggested four levels architecture as a guideline for implementing social media as part of their KM efforts. Originality/value – This paper is original and innovative. Previous studies describe the implementation of social media in terms of yes/no; this research explores the issue as a graded one, where organizations can and do implement social media step-by-step. The paper's value is twofold: it can serve as a foundational study for future researches, which can base their analysis on the suggested architecture of four levels of implementation. It also serves as applied research that will help organizations searching for social media implementation KM enablers.

Examining the influences of perceived exclusivity and perceived rarity on consumers' perception of luxury

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Xujia Wang ◽  
Billy Sung ◽  
Ian Phau
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Design Methodology ◽  
Marketing Strategies ◽  
Content Type ◽  
Product Categories ◽  
Theoretical Support ◽  
Confirmatory Factor ◽  
Luxury Market ◽  
Practical Implications

PurposeThe purpose of this study is to investigate how exclusivity and rarity (natural versus virtual) influence consumers' perceptions of luxury. Further, it examines whether exclusivity and rarity can function as distinct marketing strategies in today's luxury market environment.Design/methodology/approachOnline questionnaires were administered by adapting developed scales from prior research. Research stimuli were chosen from three luxury categories including bags, wine and cruise. Confirmatory factor analysis and multiple regressions were used to test the hypotheses.FindingsThe results confirmed that exclusivity, natural rarity and virtual rarity were perceived as relatively distinct constructs among our sample. Findings also highlighted that perceived natural rarity (PNR) has consistently emerged as a positive and significant contributor to consumers' perceptions of luxury across all three luxury categories. The influence of perceived exclusivity (PE) on perceptions of luxury has also shown to be significant for two product categories (luxury bag and luxury wine), whereas perceived virtual rarity (PVR) did not show any significant effects across all three categories.Practical implicationsThe results indicate that consumers perceive natural rarity, virtual rarity and exclusivity as relatively distinctive marketing strategies. This suggests that luxury businesses can adopt each strategy independently to achieve desired marketing outcomes.Originality/valueThis study offers theoretical support for the proposition that exclusivity and rarity may have different functions in luxury marketing implementations. It provides empirical evidence showing the distinctiveness of perceived exclusivity and perceived rarity, which have not be done in previous research.

From campfire to coliseum: motivations for using social networks

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Paula Castro Pires de Souza Chimenti ◽  
Marco Aurelio de Souza Rodrigues ◽  
Marcelo Guedes Carneiro ◽  
Roberta Dias Campos
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Exploratory Study ◽  
Design Methodology ◽  
Qualitative Approach ◽  
Content Type ◽  
Media Usage ◽  
Practical Implications ◽  
Collective Narrative

Purpose Through a literature review, a gap has been identified regarding the role of competition as a driver of social network (SN) usage. This study aims to design to address this gap, seeking motivators for SN usage based on how SN consumption may be related to users’ experience of competition. Therefore, the purpose of this study is to investigate the influence of competition in social media usage. Design/methodology/approach The authors used an exploratory qualitative approach, conducting a set of focus groups with young social media users. Data was analyzed with software. Findings Two new drivers for SN use are proposed, namely, competition and collective narrative. Research limitations/implications This is an exploratory study, and it does not seek to generalize results or quantify causal relationships among variables. Practical implications This paper offers SN managers a deeper understanding of key growth drivers for these media. Social implications This research can help society understand and debate the impacts of SNs on users’ lives, providing insights into drivers of excessive usage. Originality/value This paper proposes the following two SN usage drivers yet to be described in the literature: competition and collective narrative.

Fake news on Facebook: examining the impact of heuristic cues on perceived credibility and sharing intention

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Khudejah Ali ◽  
Cong Li ◽  
Khawaja Zain-ul-abdin ◽  
Muhammad Adeel Zaffar
Keyword(s):  
Public Health ◽  
Social Media ◽  
Design Methodology ◽  
Fake News ◽  
Content Type ◽  
Perceived Credibility ◽  
News Credibility ◽  
The Impact ◽  
Practical Implications ◽  
Active Processing

PurposeAs the epidemic of online fake news is causing major concerns in contexts such as politics and public health, the current study aimed to elucidate the effect of certain “heuristic cues,” or key contextual features, which may increase belief in the credibility and the subsequent sharing of online fake news.Design/methodology/approachThis study employed a 2 (news veracity: real vs fake) × 2 (social endorsements: low Facebook “likes” vs high Facebook “likes”) between-subjects experimental design (N = 239).FindingsThe analysis revealed that a high number of Facebook “likes” accompanying fake news increased the perceived credibility of the material compared to a low number of “likes.” In addition, the mediation results indicated that increased perceptions of news credibility may create a situation in which readers feel that it is necessary to cognitively elaborate on the information present in the news, and this active processing finally leads to sharing.Practical implicationsThe results from this study help explicate what drives increased belief and sharing of fake news and can aid in refining interventions aimed at combating fake news for both communities and organizations.Originality/valueThe current study expands upon existing literature, linking the use of social endorsements to perceived credibility of fake news and information, and sheds light on the causal mechanisms through which people make the decision to share news articles on social media.

The new marketing solutions that will drive strategy implementation

2016 ◽  
Vol 44 (3) ◽  
pp. 20-26 ◽  
Author(s):  
Kenneth Alan Grossberg
Keyword(s):  
Social Media ◽  
Digital Technology ◽  
Design Methodology ◽  
Content Type ◽  
Marketing Automation ◽  
Marketing Innovation ◽  
The Social ◽  
Efficiency And Effectiveness ◽  
Media Platform ◽  
Practical Implications

Purpose Delineate the strategic implications for three new marketing trends based on digital technology. Design/methodology/approach The author looks at how strategy is being affected by: Marketing automation, where artificial intelligence is used to help win a customer and optimize the search for such potential prospects. Social media, which blends the personal and the businesslike and provides opportunities for engagement with the client on an almost real-time, personalized basis. The manipulation of huge quantities of “Big Data” to increase the efficiency and effectiveness of marketing automation and of deriving value from social media. Findings Under all emerging digital technology scenarios, the marketer’s job becomes more complex and more central to the interaction between the customers and the corporation. Practical implications Social marketing will increasingly involve co-creation of product and brand story with customers, experienced-based marketing and more sophisticated management of the interface between the social media platform and automated marketing. Originality/value This article identifies the integral relationship between advances in marketing technology and strategic opportunities for marketing innovation.

An experimental study of the effect of packaging colour on children's evaluation of packaging and attitude towards the brand

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Nora Bezaz ◽  
Mathieu Kacha
Keyword(s):  
Design Methodology ◽  
Food Product ◽  
Content Type ◽  
Point Of Sale ◽  
Product Categories ◽  
Healthy Diets ◽  
Marketing Tool ◽  
Age Features ◽  
Practical Implications ◽  
Additional Product

PurposeThis article aims to determine how packaging colour (hue, saturation and brightness) for a healthy food product might influence children's evaluation of the packaging and their attitude towards the brand.Design/methodology/approachAn experiment involving 157 children (7–12 years of age) features a within-subject, factorial design. The product selected for this experiment is an unknown brand of orange juice.FindingsEach colour dimension on packaging exerts an impact on children's evaluation of the packaging and attitude towards the brand. Therefore, the colour featured on packaging can be an effective lever for action to ensure and enhance children's healthy diets.Research limitations/implicationsFurther research should investigate these effects across additional product categories, brands and colours.Practical implicationsPackaging is an important marketing tool that influences children's evaluation of the packaging and attitude towards the brand, especially at the point of sale. To understand and exploit these packaging colour effects appropriately for healthy products, it is crucial to understand the effects of various packaging colour dimensions.Originality/valueLittle prior research has addressed the effects of packaging on children's responses, especially by accounting for multiple colour dimensions. Nor has extant research identified how packaging colour dimensions can affect children's evaluation and brand attitude. Especially in consideration of the growing problem of childhood obesity, it is important to give marketers effective ways to promote healthy products.

Innovating through social media

2019 ◽  
Vol 35 (4) ◽  
pp. 26-27
Keyword(s):  
Social Media ◽  
Open Innovation ◽  
Design Methodology ◽  
Global Market ◽  
Diverse Range ◽  
Content Type ◽  
Social Media Platforms ◽  
Pertinent Information ◽  
External Actors ◽  
Practical Implications

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings Open innovation, bringing internal and external actors together to create new products and services, is the key to survival in the global market. Social media platforms are able to help companies bring a diverse range of actors together to gain competitive advantage. Originality/value The briefing saves busy executives, strategists, and researchers’ hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.

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