1
|
Mancini M, Cherubino P, Martinez A, Vozzi A, Menicocci S, Ferrara S, Giorgi A, Aricò P, Trettel A, Babiloni F. What Is behind In-Stream Advertising on YouTube? A Remote Neuromarketing Study employing Eye-Tracking and Facial Coding techniques. Brain Sci 2023; 13:1481. [PMID: 37891849 PMCID: PMC10605368 DOI: 10.3390/brainsci13101481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 10/12/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Not all elements displayed in a YouTube in-stream video ad are attributable to the ad itself. Some of those are automatically introduced by the platform, such as the countdown timer and the time progress bar. In recent years, some authors started exploring the effects associated with the presence of such non-ad items, providing valuable findings. However, objective evaluation of viewers' visual attention is lacking in this context as well as emotional investigation. In addition, previous research showed how the manipulation of seemingly negligible details can yield dramatically different outcomes in the context of in-stream advertising. To extend knowledge, the authors explored the effects of the non-ad items' presence by employing eye-tracking and facial coding techniques in combination with self-reports in a between-subjects experimental design focusing on the YouTube 15-s, mid-roll, non-skippable in-stream ad format. Results showed that the ad format currently employed by YouTube performs worse than its equivalent without the non-ad items on all the investigated measures and than its equivalent in which the non-ad items' presence was experimentally reduced on facial coding disgust, self-reported disgust, ad irritation, and ad attitude. Managerial insights and challenges concerning the future of in-stream advertising and neuromarketing are highlighted.
Collapse
Affiliation(s)
- Marco Mancini
- Faculty of Economics, University of the International Studies of Rome, Via delle Sette Chiese 139, 00147 Rome, Italy
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
| | - Patrizia Cherubino
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 291, 00161 Rome, Italy
| | - Ana Martinez
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 291, 00161 Rome, Italy
| | - Alessia Vozzi
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Sapienza University of Rome, 00185 Rome, Italy
| | - Stefano Menicocci
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
| | - Silvia Ferrara
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
| | - Andrea Giorgi
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Unit of Histology and Medical Embryology, SAIMLAL Department, Sapienza University of Rome, 00185 Rome, Italy
| | - Pietro Aricò
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Department of Computer, Control, and Management Engineering, Sapienza University of Rome, 00185 Roma, Italy
| | - Arianna Trettel
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
| | - Fabio Babiloni
- BrainSigns Srl, Via Lungotevere Michelangelo 9, 00192 Rome, Italy; (P.C.); (A.M.); (A.V.); (S.M.); (S.F.); (A.G.); (P.A.); (A.T.); (F.B.)
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 291, 00161 Rome, Italy
- College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310005, China
| |
Collapse
|
2
|
Are explicit or implicit appeals more credible? The congruence effects of green advertising appeals and product category on consumers’ evaluation. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-03981-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
|
3
|
Rodrigo P, Arakpogun EO, Vu MC, Olan F, Djafarova E. Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19. INFORMATION SYSTEMS FRONTIERS : A JOURNAL OF RESEARCH AND INNOVATION 2022:1-21. [PMID: 35250364 PMCID: PMC8889385 DOI: 10.1007/s10796-022-10258-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/08/2022] [Indexed: 05/28/2023]
Abstract
This study explores the factors that influence the dissemination process of and public susceptibility to fake news amidst COVID-19. By adopting a qualitative approach that draws on 21 interviews with social media users from the standpoint of source credibility and construal level theories, our findings highlight motives of news sharers, platform features, and source credibility/relatedness as major factors influencing the dissemination of and public susceptibility to fake news. The paper further argues that public susceptibility to fake news can be mitigated by building an integrated approach that combines a tripartite strategy from an individual, institutional and platform level. For example, educating the public on digital resilience and enhancing awareness around source credibility can help individuals and institutions reflect on news authenticity and report fake news where possible. This study contributes to fake news literature by integrating concepts from information management, consumer behaviour, influencer marketing and mindfulness to propose a model to help authorities identify and understand the key factors that influence susceptibility to fake news during a public crisis such as COVID-19.
Collapse
Affiliation(s)
- Padmali Rodrigo
- Newcastle Business School, Northumbria University, City Campus East 1, Newcastle upon Tyne, NE1 8ST UK
| | | | - Mai Chi Vu
- Newcastle Business School, Northumbria University, City Campus East 1, Newcastle upon Tyne, NE1 8ST UK
| | - Femi Olan
- Newcastle Business School, Northumbria University, City Campus East 1, Newcastle upon Tyne, NE1 8ST UK
| | - Elmira Djafarova
- Newcastle Business School, Northumbria University, City Campus East 1, Newcastle upon Tyne, NE1 8ST UK
| |
Collapse
|
4
|
Roos JM, Kazemi A. The five factor model of personality as predictor of online shopping: Analyzing data from a large representative sample of Swedish internet users. COGENT PSYCHOLOGY 2022. [DOI: 10.1080/23311908.2021.2024640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- John Magnus Roos
- Department of Physical Resource Theory, Chalmers University of Technology, Gothenburg, Sweden
| | | |
Collapse
|
5
|
Keshavarz H. Personality factors and knowledge sharing behavior in information services: the mediating role of information literacy competencies. VINE JOURNAL OF INFORMATION AND KNOWLEDGE MANAGEMENT SYSTEMS 2021. [DOI: 10.1108/vjikms-05-2020-0095] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The study aims to investigate the role of information literacy competencies regarding the impact of personality factors on knowledge sharing behavior in information services.
Design/methodology/approach
A sequential mixed-methods approach was used as the research design. To construct the two less identified variables of knowledge sharing behavior and information literacy competencies in actual information services, the literature existed were searched and validated in a systematic review procedure. Two conceptual models including two initial questionnaires were developed, which were then confirmed by a set of 10 related experts through semi-structured interviews. For gathering data related to the variable personality factors, the Five-Factor Inventory was used as a widely recognized measure. The sample population of the quantitative section constituted of a set of 160 librarians working in the central libraries of the state universities located at Tehran, Iran. Data analysis was conducted through structural equation modeling using software SmartPLS.
Findings
The results showed that the personality factors had a positive and significant impact on information literacy competencies with a path coefficient of 0.48 and information literacy competencies skills had a positive and significant effect on the knowledge sharing behavior with a path coefficient of 0.47. However, with a path coefficient of 0.02, the personality factors had no direct effect on the knowledge sharing behavior while its indirect impact was then confirmed by the mediating role of information literacy competencies.
Originality/value
To achieve the desired knowledge sharing behavior, there should be concerns about the information literacy competencies of the librarians. Moreover, the knowledge sharing behavior of the librarians should be more taken into consideration concerning their personality factors.
Collapse
|
6
|
Argyris YA, Wang Z, Kim Y, Yin Z. The effects of visual congruence on increasing consumers’ brand engagement: An empirical investigation of influencer marketing on instagram using deep-learning algorithms for automatic image classification. COMPUTERS IN HUMAN BEHAVIOR 2020. [DOI: 10.1016/j.chb.2020.106443] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
7
|
Jenkins EL, Ilicic J, Barklamb AM, McCaffrey TA. Assessing the Credibility and Authenticity of Social Media Content for Applications in Health Communication: Scoping Review. J Med Internet Res 2020; 22:e17296. [PMID: 32706675 PMCID: PMC7413282 DOI: 10.2196/17296] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 03/16/2020] [Accepted: 04/20/2020] [Indexed: 12/27/2022] Open
Abstract
Background Nutrition science is currently facing issues regarding the public’s perception of its credibility, with social media (SM) influencers increasingly becoming a key source for nutrition-related information with high engagement rates. Source credibility and, to an extent, authenticity have been widely studied in marketing and communications but have not yet been considered in the context of nutrition or health communication. Thus, an investigation into the factors that impact perceived source and message credibility and authenticity is of interest to inform health communication on SM. Objective This study aims to explore the factors that impact message and source credibility (which includes trustworthiness and expertise) or authenticity judgments on SM platforms to better inform nutrition science SM communication best practices. Methods A total of 6 databases across a variety of disciplines were searched in March 2019. The inclusion criteria were experimental studies, studies focusing on microblogs, studies focusing on healthy adult populations, and studies focusing on either source credibility or authenticity. Exclusion criteria were studies involving participants aged under 18 years and clinical populations, gray literature, blogs, WeChat conversations, web-based reviews, non-English papers, and studies not involving participants’ perceptions. Results Overall, 22 eligible papers were included, giving a total of 25 research studies. Among these studies, Facebook and Twitter were the most common SM platforms investigated. The most effective communication style differed depending on the SM platform. Factors reported to impact credibility included language used online, expertise heuristics, and bandwagon heuristics. No papers were found that assessed authenticity. Conclusions Credibility and authenticity are important concepts studied extensively in the marketing and communications disciplines; however, further research is required in a health context. Instagram is a less-researched platform in comparison with Facebook and Twitter.
Collapse
Affiliation(s)
- Eva L Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Jasmina Ilicic
- Monash Business School, Monash University, Caulfield East, Australia
| | - Amy M Barklamb
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| |
Collapse
|
8
|
The YouTube Marketing Communication Effect on Cognitive, Affective and Behavioural Attitudes among Generation Z Consumers. SUSTAINABILITY 2020. [DOI: 10.3390/su12125075] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
YouTube (YT) is the largest online video digital channel with more than 2 billion users, and over a billion hours of YT videos are viewed every day, particularly among young consumers. YT has become a massive marketing communication platform, which serves as a medium to target the lucrative Generation Z cohort (first born in the late 1990s), and influence this generation’s infamously unpredictable purchase decision process. The main aim of this paper was to consider the effect of YouTube marketing communication (YMC) on the traditional and non-traditional attitudinal associations of response hierarchy models. A multi-stage sample technique was used and 3750 high school and college learners (aged 13–18 years old) were surveyed via self-administered questionnaires in South Africa. Structural equation modelling was utilised to consider the hypothesised attitudinal associations. The research determined that YMC had a positive influence on the hypothesised attitudinal associations, and young consumers who used YT for fewer years, logged on more frequently, spent shorter time periods on the platform, viewed higher numbers of commercials, aged 13–14 years old, and from the White population group exhibited the most positive attitudinal responses. Hence, organisations should review their strategies in order to develop more sustainable YMC owing to the heterogeneity evident among young African consumers.
Collapse
|
9
|
Effect of YouTube Marketing Communication on Converting Brand Liking into Preference among Millennials Regarding Brands in General and Sustainable Offers in Particular. Evidence from South Africa and Romania. SUSTAINABILITY 2019. [DOI: 10.3390/su11030604] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The omnipresent role of online information and communication technology (ICT) channels in the lives of Millennial consumers is universally recognised in industry and academia. The persistent usage of ICT platforms such as social media, especially digital video sharing conduits (e.g., YouTube), among the Millennial cohort has become an important marketing communication platform for organisations to reach this evasive target market. The extensive use of YouTube has generated billions of dollars in marketing communication income, but there is limited academic inquiry in terms of in developing economies, particularly regarding the effect of online usage and demographic factors among Millennials. This paper examines the effect of YouTube marketing communication on affective (attitudinal) responses, meaning brand liking and the impact on brand preference, among Millennials in two developing economies, Romania and South Africa, as well as the influence of usage and demographic factors on the affective (attitudinal) association. A survey was conducted among 400 Romanian and 400 South African respondents, and the hypothesised associations were evaluated via structural equation modelling (SEM) and multigroup SEM. The results of this paper reveal a favourable connection between brand liking and brand preference as a result of YouTube marketing communication, making a notable contribution to the limited YouTube inquiry on attitude-to-advertising theory in developing economies regarding brands in general and sustainable offers in particular. A number of the online usage and demographic factors were also found to have an effect on the brand liking and preference association, supporting in the reduction of the academic–practitioner gap, and assisting organisations in better understanding Millennials in the development of effective marketing communication campaigns on video sharing platforms.
Collapse
|
10
|
Lee JK, Hansen SS, Lee SY. The effect of brand personality self-congruity on brand engagement and purchase intention: The moderating role of self-esteem in Facebook. CURRENT PSYCHOLOGY 2018. [DOI: 10.1007/s12144-018-9898-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|