Document | Title | TC | Average TC per year | Normalized TC |
---|---|---|---|---|
Literature review as a research methodology: an overview and guidelines | 1,872 | 374.40 | 4.13 | |
(2021) | How to conduct a bibliometric analysis: an overview and guidelines | 1,221 | 407.00 | 2.31 |
(2020) | Assessing measurement model quality in PLS-SEM using confirmatory composite analysis | 1,103 | 275.75 | 2.66 |
Tourism and COVID-19: impacts and implications for advancing and resetting industry and research | 977 | 244.25 | 2.35 | |
(2019) | Predictive model assessment in PLS-SEM: guidelines for using PLSpredict | 913 | 182.60 | 2.01 |
(2021) | Digital transformation: a multidisciplinary reflection and research agenda. | 758 | 252.67 | 1.44 |
(2019) | How to specify, estimate, and validate higher-order constructs in PLS-SEM | 728 | 145.60 | 1.61 |
(2019) | Artificial intelligence for decision making in the era of big data – evolution, challenges and research agenda | 724 | 144.80 | 1.60 |
Impact of covid-19 on consumer behavior: will the old habits return or die? | 716 | 179.00 | 1.73 | |
The rise of motivational information systems: a review of gamification research | 639 | 127.80 | 1.41 |
Source impact
Journal | No. of articles | Scopus quartile | SJR | TC |
---|---|---|---|---|
26 | Q1 | 4.91 | 10,008 | |
22 | Q1 | 2.90 | 12,265 | |
6 | Q1 | 2.54 | 1,875 | |
4 | Q1 | 3.43 | 1,376 | |
4 | Q1 | 2.48 | 1,706 | |
4 | Q1 | 6.02 | 1,220 | |
4 | Q1 | 6.25 | 1,850 | |
3 | Q1 | 1.63 | 1,769 | |
3 | Q1 | 2.66 | 984 | |
3 | Q1 | 10.8 | 1,120 |
Authors | Topical focus | No. of articles | Fractionalized frequency | Total citations | -Index | -Index | -Index |
---|---|---|---|---|---|---|---|
Dwivedi YK | Digital innovation | 7 | 1.16 | 3,361 | 7 | 7 | 1.17 |
Hair JF | Multivariate analysis | 5 | 1.18 | 3,615 | 5 | 5 | 0.83 |
Hughes DL | Artificial intelligence | 5 | 0.57 | 2,305 | 5 | 5 | 1.00 |
Ringle CM | Data and business analytics | 4 | 0.84 | 2,512 | 4 | 4 | 0.67 |
Sarstedt M | Structural equation modeling | 4 | 0.84 | 2,512 | 4 | 4 | 0.67 |
Co-occurrence topics and future research avenues
Current research trends | Future research questions |
---|---|
Brown cluster – AI (e.g. , 2019; , 2020; , 2021) | |
Blue cluster – Covid-19 (e.g. ; ; , 2021) | |
Red cluster – bibliometric analysis (e.g. , 2018; ; , 2021) | |
Purple cluster – social media (e.g. ; , 2018; ) | |
Orange cluster – live streaming (e.g. , 2019; ) | |
Green cluster – Blockchain (e.g. , 2018; ; ) |
Potential research gaps | Future research questions |
---|---|
Data-driven marketing: to explore the potential of data-driven marketing by leveraging deep learning, AI and IoT technologies to enhance marketing practices, optimize customer targeting and improve overall business performance in the digital era | |
Environmental sustainability: to investigate the potential of using neuromarketing techniques, gamification and mixed reality to promote sustainable consumption practices | |
Mass personalization: to investigate how personalization of customers’ experiences can be enhanced and implemented responsibly and ethically | |
Wearable technology: to investigate how wearable technologies can foster deeper connections between consumers and brands |
IoT = Internet of things
Alalwan , A.A. ( 2018 ), “ Investigating the impact of social media advertising features on customer purchase intention ”, International Journal of Information Management , Vol. 42 , pp. 65 - 77 .
Alalwan , A.A. , Baabdullah , A.M. , Fetais , A.H.M.A. , Algharabat , R.S. , Raman , R. and Dwivedi , Y.K. ( 2023 ), “ SMEs entrepreneurial finance-based digital transformation: towards innovative entrepreneurial finance and entrepreneurial performance ”, Venture Capital , pp. 1 - 29 .
Amado , A. , Cortez , P. , Rita , P. and Moro , S. ( 2018 ), “ Research trends on big data in marketing: a text mining and topic modeling based literature analysis ”, European Research on Management and Business Economics , Vol. 24 No. 1 , pp. 1 - 7 .
Aria , M. and Cuccurullo , C. ( 2017 ), “ Bibliometrix: an R-tool for comprehensive science mapping analysis ”, Journal of Informetrics , Vol. 11 No. 4 , pp. 959 - 975 .
Ariffin , S.K. , Abd Rahman , M.F.R. , Muhammad , A.M. and Zhang , Q. ( 2021 ), “ Understanding the consumer’s intention to use the e-wallet services ”, Spanish Journal of Marketing – ESIC , Vol. 25 No. 3 , pp. 446 - 461 .
Arrigo , E. ( 2018 ), “ Social media marketing in luxury brands ”, Management Research Review , Vol. 41 No. 6 , pp. 657 - 679 .
Baumgartner , H. and Pieters , R. ( 2003 ), “ The structural influence of marketing journals: a citation analysis of the discipline and its subareas over time ”, Journal of Marketing , Vol. 67 No. 2 , pp. 123 - 139 .
Berry , L.L. and Parasuraman , A. ( 1993 ), “ Building a new academic field—The case of services marketing ”, Journal of Retailing , Vol. 69 No. 1 , pp. 13 - 60 .
Bettenhausen , K.L. ( 1991 ), “ Five years of groups research: what we have learned and what needs to be addressed ”, Journal of Management , Vol. 17 No. 2 , pp. 345 - 381 .
Bhutani , C. and Behl , A. ( 2023 ), “ The dark side of gamification in interactive marketing ”, The Palgrave Handbook of Interactive Marketing , Springer International Publishing , Cham , pp. 939 - 962 .
Blanco-Moreno , S. , González-Fernández , A.M. and Muñoz-Gallego , P.A. ( 2023 ), “ Big data in tourism marketing: past research and future opportunities ”, Spanish Journal of Marketing – ESIC , doi: 10.1108/SJME-06-2022-0134 .
Boell , S.K. and Cecez-Kecmanovic , D. ( 2014 ), “ A hermeneutic approach for conducting literature reviews and literature searches ”, Communications of the Association for Information Systems , Vol. 34 , p. 12 .
Borgohain , D.J. , Zakaria , S. and Kumar Verma , M. ( 2022 ), “ Cluster analysis and network visualization of global research on digital libraries during 2016–2020: a bibliometric mapping ”, Science and Technology Libraries , Vol. 41 No. 3 , pp. 266 - 287 .
Bornmann , L. and Marx , W. ( 2015 ), “ Methods for the generation of normalized citation impact scores in bibliometrics: which method best reflects the judgements of experts? ”, Journal of Informetrics , Vol. 9 No. 2 , pp. 408 - 418 .
Briner , R.B. and Denyer , D. ( 2012 ), “ Systematic review and evidence synthesis as a practice and scholarship tool ”, Handbook of Evidence-Based Management: Companies, Classrooms and Research , Oxford University Press , Oxford , pp. 112 - 129 .
Brito , J. , Nassis , G.P. , Seabra , A.T. and Figueiredo , P. ( 2018 ), “ Top 50 most-cited articles in medicine and science in football ”, BMJ Open Sport and Exercise Medicine , Vol. 4 Nos. 1 , p. e000388 .
Broadus , R.N. ( 1987 ), “ Toward a definition of bibliometrics ”, Scientometrics , Vol. 12 Nos. 5/6 , pp. 373 - 379 .
Chauhan , S. , Akhtar , A. and Gupta , A. ( 2022 ), “ Customer experience in digital banking: a review and future research directions ”, International Journal of Quality and Service Sciences , Vol. 14 No. 2 , pp. 311 - 348 .
Chen , Y. , Mandler , T. and Meyer-Waarden , L. ( 2021 ), “ Three decades of research on loyalty programs: a literature review and future research agenda ”, Journal of Business Research , Vol. 124 , pp. 179 - 197 .
Cuccurullo , C. , Aria , M. and Sarto , F. ( 2016 ), “ Foundations and trends in performance management. A twenty-five years bibliometric analysis in business and public administration domains ”, Scientometrics , Vol. 108 No. 2 , pp. 595 - 611 .
Czinkota , M.R. , Kotabe , M. , Vrontis , D. and Shams , S.M.R. ( 2021 ), “ An overview of marketing ”, Marketing Management , Pearson Prentice Hall , Hoboken, NJ , pp. 1 - 42 .
Dambanemuya , H.K. , Wachs , J. and Horvát , E.Á. ( 2023 ), “ Understanding (IR) rational herding online ”, arXiv preprint arXiv:2306.15684 .
Das , K. , Mungra , Y. , Sharma , A. and Kumar , S. ( 2022 ), “ Past, present and future of research in relationship marketing - a machine learning perspective ”, Marketing Intelligence and Planning , Vol. 40 No. 6 , pp. 693 - 709 .
Davenport , T. , Guha , A. , Grewal , D. and Bressgott , T. ( 2020 ), “ How artificial intelligence will change the future of marketing ”, Journal of the Academy of Marketing Science , Vol. 48 No. 1 , pp. 24 - 42 .
Domenico , G.D. , Sit , J. , Ishizaka , A. and Nunan , D. ( 2021 ), “ Fake news, social media and marketing: a systematic review ”, Journal of Business Research , Vol. 124 , pp. 329 - 341 .
Donthu , N. , Kumar , S. , Mukherjee , D. , Pandey , N. and Lim , W.M. ( 2021 ), “ How to conduct a bibliometric analysis: an overview and guidelines ”, Journal of Business Research , Vol. 133 , pp. 285 - 296 .
Dowling , G.R. ( 2014 ), “ Playing the citations game: from publish or perish to be cited or sidelined ”, Australasian Marketing Journal , Vol. 22 No. 4 , pp. 280 - 287 .
Duan , Y. , Edwards , J.S. and Dwivedi , Y.K. ( 2019 ), “ Artificial intelligence for decision making in the era of big data – evolution, challenges and research agenda ”, International Journal of Information Management , Vol. 48 , pp. 63 - 71 .
Dwivedi , Y.K. , Hughes , D.L. , Coombs , C. , Constantiou , I. , Duan , Y. , Edwards , J.S. , Gupta , B. , Lal , B. , Misra , S. , Prashant , P. , Raman , R. , Rana , N.P. , Sharma , S.K. and Upadhyay , N. ( 2020 ), “ Impact of COVID-19 pandemic on information management research and practice: transforming education, work and life ”, International Journal of Information Management , Vol. 55 , p. 102211 .
Dwivedi , Y.K. , Hughes , L. , Ismagilova , E. , Aarts , G. , Coombs , C. , Crick , T. , Duan , Y. , Dwivedi , R. , Edwards , J. , Eirug , A. , Galanos , V. , Ilavarasan , P.V. , Janssen , M. , Jones , P. , Kar , A.K. , Kizgin , H. , Kronemann , B. , Lal , B. , Lucini , B. and Williams , M.D. ( 2021 ), “ Artificial intelligence (AI): multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy ”, International Journal of Information Management , Vol. 57 , p. 101994 .
Eduardsen , J. and Marinova , S. ( 2020 ), “ Internationalisation and risk: literature review, integrative framework and research agenda ”, International Business Review , Vol. 29 No. 3 , p. 101688 .
Egghe , L. ( 2006 ), “ Theory and practise of the g-index ”, Scientometrics , Vol. 69 No. 1 , pp. 131 - 152 .
Elsevier ( 2023a ), International Journal of Information Management , available at: www.sciencedirect.com/journal/international-journal-of-information-management
Elsevier ( 2023b ), Journal of Business Research , available at: www.journals.elsevier.com/journal-of-business-research
Elsevier ( 2023c ), Journal of Retailing and Consumer Services , available at: www.sciencedirect.com/journal/journal-of-retailing-and-consumer-services
Ferreira , J.J. , Fernandes , C.I. , Rammal , H.G. and Veiga , P.M. ( 2021 ), “ Wearable technology and consumer interaction: a systematic review and research agenda ”, Computers in Human Behavior , Vol. 118 , p. 106710 .
García-Lillo , F. , Úbeda-García , M. and Marco-Lajara , B. ( 2017 ), “ The intellectual structure of human resource management research: a bibliometric study of the international journal of human resource management, 2000–2012 ”, The International Journal of Human Resource Management , Vol. 28 No. 13 , pp. 1786 - 1815 .
Hair , J.F. and Sarstedt , M. ( 2021 ), “ Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing ”, Journal of Marketing Theory and Practice , Vol. 29 No. 1 , pp. 65 - 77 .
Hair , J.F. , Howard , M.C. and Nitzl , C. ( 2020 ), “ Assessing measurement model quality in PLS-SEM using confirmatory composite analysis ”, Journal of Business Research , Vol. 109 , pp. 101 - 110 .
Halbach , O. ( 2011 ), “ How to judge a book by its cover? How useful are bibliometric indices for the evaluation of “scientific quality” or scientific productivity? ”, Annals of Anatomy – Anatomischer Anzeiger , Vol. 193 No. 3 , pp. 191 - 196 .
Han , W. and Bai , B. ( 2022 ), “ Pricing research in hospitality and tourism and marketing literature: a systematic review and research agenda ”, International Journal of Contemporary Hospitality Management , Vol. 34 No. 5 , pp. 1717 - 1738 .
Hawlitschek , F. , Notheisen , B. and Teubner , T. ( 2018 ), “ The limits of trust-free systems: a literature review on blockchain technology and trust in the sharing economy ”, Electronic Commerce Research and Applications , Vol. 29 , pp. 50 - 63 .
He , H. and Harris , L. ( 2020 ), “ The impact of Covid-19 pandemic on corporate social responsibility and marketing philosophy ”, Journal of Business Research , Vol. 116 , pp. 176 - 182 .
Hirsch , J.E. ( 2005 ), “ An index to quantify an individual’s scientific research output ”, Proceedings of the National Academy of Sciences , Vol. 102 No. 46 , pp. 16569 - 16572 .
Hota , P.K. , Subramanian , B. and Narayanamurthy , G. ( 2020 ), “ Mapping the intellectual structure of social entrepreneurship research: a citation/co-citation analysis ”, Journal of Business Ethics , Vol. 166 No. 1 , pp. 89 - 114 .
Hulland , J. and Houston , M.B. ( 2020 ), “ Why systematic review papers and meta-analyses matter: an introduction to the special issue on generalizations in marketing ”, Journal of the Academy of Marketing Science , Vol. 48 No. 3 , pp. 351 - 359 .
Islam , T. , Pitafi , A.H. , Arya , V. , Wang , Y. , Akhtar , N. , Mubarik , S. and Xiaobei , L. ( 2021 ), “ Panic buying in the COVID-19 pandemic: a multi-country examination ”, Journal of Retailing and Consumer Services , Vol. 59 , p. 102357 .
Jebarajakirthy , C. , Maseeh , H.I. , Morshed , Z. , Shankar , A. , Arli , D. and Pentecost , R. ( 2021 ), “ Mobile advertising: a systematic literature review and future research agenda ”, International Journal of Consumer Studies , Vol. 45 No. 6 , pp. 1258 - 1291 .
Jedidi , K. , Schmitt , B.H. , Ben Sliman , M. and Li , Y. ( 2021 ), “ R2M index 1.0: assessing the practical relevance of academic marketing articles ”, Journal of Marketing , Vol. 85 No. 5 , pp. 22 - 41 .
Jung , J. , Kim , S.J. and Kim , K.H. ( 2020 ), “ Sustainable marketing activities of traditional fashion market and brand loyalty ”, Journal of Business Research , Vol. 120 , pp. 294 - 301 .
Kamboj , S. , Sarmah , B. , Gupta , S. and Dwivedi , Y. ( 2018 ), “ Examining branding co-creation in brand communities on social media: applying the paradigm of stimulus-organism-response ”, International Journal of Information Management , Vol. 39 , pp. 169 - 185 .
Koivisto , J. and Hamari , J. ( 2019 ), “ The rise of motivational information systems: a review of gamification research ”, International Journal of Information Management , Vol. 45 , pp. 191 - 210 .
Kumar , S. , Sureka , R. and Vashishtha , A. ( 2020 ), “ The journal of heritage tourism: a bibliometric overview since its inception ”, Journal of Heritage Tourism , Vol. 15 No. 4 , pp. 365 - 380 .
Kumar , S. , Pandey , N. , Lim , W.M. , Chatterjee , A.N. and Pandey , N. ( 2021 ), “ What do we know about transfer pricing? Insights from bibliometric analysis ”, Journal of Business Research , Vol. 134 , pp. 275 - 287 .
Kunkel , T. , Biscaia , R. , Arai , A. and Agyemang , K. ( 2020 ), “ The role of self-brand connection on the relationship between athlete brand image and fan outcomes ”, Journal of Sport Management , Vol. 34 No. 3 , pp. 201 - 216 .
Law , R. , Ye , Q. , Chen , W. and Leung , R. ( 2009 ), “ An analysis of the most influential articles published in the tourism journals from 2000 to 2007: a google scholar approach ”, Journal of Travel and Tourism Marketing , Vol. 26 No. 7 , pp. 735 - 746 .
Lemos , C. , Ramos , R.F. , Moro , S. and Oliveira , P.M. ( 2022 ), “ Stick or twist – The rise of blockchain applications in marketing management ”, Sustainability , Vol. 14 No. 7 , p. 4172 .
Lou , C. and Yuan , S. ( 2019 ), “ Influencer marketing: how message value and credibility affect consumer trust of branded content on social media ”, Journal of Interactive Advertising , Vol. 19 No. 1 , pp. 58 - 73 .
Lunde , M.B. ( 2018 ), “ Sustainability in marketing: a systematic review unifying 20 years of theoretical and substantive contributions (1997–2016) ”, AMS Review , Vol. 8 Nos. 3/4 , pp. 85 - 110 .
Marikyan , D. , Pantano , E. and Scarpi , D. ( 2023 ), “ Should I stay or should I go? Benefits of crowd-checking technology for a face-to-face shopping experience ”, Spanish Journal of Marketing – ESIC , Vol. 27 No. 1 , pp. 20 - 38 .
Marthews , A. and Tucker , C. ( 2023 ), “ What blockchain can and can’t do: applications to marketing and privacy ”, International Journal of Research in Marketing , Vol. 40 No. 1 , pp. 49 - 53 .
Martínez-López , Merigó , J.M. , Valenzuela-Fernández , L. and Nicolás , C. ( 2018 ), “ Fifty years of the European journal of marketing: a bibliometric analysis ”, European Journal of Marketing , Vol. 52 Nos. 1/2 , pp. 439 - 468 .
Min , H. ( 2019 ), “ Blockchain technology for enhancing supply chain resilience ”, Business Horizons , Vol. 62 No. 1 , pp. 35 - 45 .
Morgan , N.A. , Whitler , K.A. , Feng , H. and Chari , S. ( 2019 ), “ Research in marketing strategy ”, Journal of the Academy of Marketing Science , Vol. 47 No. 1 , pp. 4 - 29 .
Muneeb , F.M. , Ramos , R.F. , Wanke , P.F. and Lashari , F. ( 2023 ), “ Revamping sustainable strategies for hyper-local restaurants: a multi-criteria decision-making framework and resource-based view ”, FIIB Business Review , p. 231971452311612 .
Muñoz-Leiva , F. , Porcu , L. and Barrio-García , S. D ( 2015 ), “ Discovering prominent themes in integrated marketing communication research from 1991 to 2012: a co-word analytic approach ”, International Journal of Advertising , Vol. 34 No. 4 , pp. 678 - 701 .
Oliveira , P.M. , Guerreiro , J. and Rita , P. ( 2022 ), “ Neuroscience research in consumer behavior: a review and future research agenda ”, International Journal of Consumer Studies , Vol. 46 No. 5 , pp. 2041 - 2067 .
Ormans , L. ( 2016 ), “ 50 Journals used in FT research rank ”, Financial Times , available at: www.ft.com/content/3405a512-5cbb-11e1-8f1f-00144feabdc0
Palmatier , R.W. , Houston , M.B. and Hulland , J. ( 2018 ), “ Review articles: purpose, process, and structure ”, Journal of the Academy of Marketing Science , Vol. 46 No. 1 , pp. 1 - 5 .
Pandey , N. , Nayal , P. and Rathore , A.S. ( 2020 ), “ Digital marketing for B2B organizations: structured literature review and future research directions ”, Journal of Business and Industrial Marketing , Vol. 35 No. 7 , pp. 1191 - 1204 .
Paul , J. and Bhukya , R. ( 2021 ), “ Forty‐five years of international journal of consumer studies: a bibliometric review and directions for future research ”, International Journal of Consumer Studies , Vol. 45 No. 5 , pp. 937 - 963 .
Paul , J. , Modi , A. and Patel , J. ( 2016 ), “ Predicting green product consumption using theory of planned behavior and reasoned action ”, Journal of Retailing and Consumer Services , Vol. 29 , pp. 123 - 134 .
Pereira , F. , Costa , J.M. , Ramos , R. and Raimundo , A. ( 2023 ), “ The impact of the COVID-19 pandemic on airlines’ passenger satisfaction ”, Journal of Air Transport Management , Vol. 112 , p. 102441 .
Purkayastha , A. , Palmaro , E. , Falk-Krzesinski , H. and Baas , J. ( 2019 ), “ Comparison of two article-level, field-independent citation metrics: field-weighted citation impact (FWCI) and relative citation ratio (RCR) ”, Journal of Informetrics , Vol. 13 No. 2 , pp. 635 - 642 .
Qin , Z. and Lu , Y. ( 2021 ), “ Self-organizing manufacturing network: a paradigm towards smart manufacturing in mass personalization ”, Journal of Manufacturing Systems , Vol. 60 , pp. 35 - 47 .
Queiroz , M.M. and Fosso Wamba , S. ( 2019 ), “ Blockchain adoption challenges in supply chain: an empirical investigation of the main drivers in India and the USA ”, International Journal of Information Management , Vol. 46 , pp. 70 - 82 .
Quezado , T.C.C. , Cavalcante , W.Q.F. , Fortes , N. and Ramos , R.F. ( 2022 ), “ Corporate social responsibility and marketing: a bibliometric and visualization analysis of the literature between the years 1994 and 2020 ”, Sustainability , Vol. 14 No. 3 , p. 1694 .
Ramos , P. and Rita , P. ( 2023 ), “ Structure of REDEE and EJMBE research: a bibliometric analysis ”, European Journal of Management and Business Economics , doi: 10.1108/EJMBE-04-2022-0109 .
Ramos , Rita , P. and Moro , S. ( 2019 ), “ From institutional websites to social media and mobile applications: a usability perspective ”, European Research on Management and Business Economics , Vol. 25 No. 3 , pp. 138 - 143 .
Ramos , R.F. , Biscaia , R. , Moro , S. and Kunkel , T. ( 2022 ), “ Understanding the importance of sport stadium visits to teams and cities through the eyes of online reviewers ”, Leisure Studies , Vol. 42 No. 5 , pp. 1 - 16 .
Rita , P. and Ramos , R.F. ( 2022 ), “ Global research trends in consumer behavior and sustainability in e-commerce: a bibliometric analysis of the knowledge structure ”, Sustainability , Vol. 14 No. 15 , p. 9455 .
Rojas-Lamorena , Á.J. , Del Barrio-García , S. and Alcántara-Pilar , J.M. ( 2022 ), “ A review of three decades of academic research on brand equity: a bibliometric approach using co-word analysis and bibliographic coupling ”, Journal of Business Research , Vol. 139 , pp. 1067 - 1083 .
Saqib , N. ( 2021 ), “ Positioning – a literature review ”, PSU Research Review , Vol. 5 No. 2 , pp. 141 - 169 .
Sarstedt , M. , Hair , J.F. , Cheah , J.-H. , Becker , J.-M. and Ringle , C.M. ( 2019 ), “ How to specify, estimate, and validate higher-order constructs in PLS-SEM ”, Australasian Marketing Journal , Vol. 27 No. 3 , pp. 197 - 211 .
Saura , J.R. , Palacios-Marqués , D. and Ribeiro-Soriano , D. ( 2023 ), “ Privacy concerns in social media UGC communities: understanding user behavior sentiments in complex networks ”, Information Systems and e-Business Management , pp. 1 - 21 .
Sepulcri , L.M.C.B. , Mainardes , E.W. and Marchiori , D.M. ( 2020 ), “ Brand orientation: a systematic literature review and research agenda ”, Spanish Journal of Marketing – ESIC , Vol. 24 No. 1 , pp. 97 - 114 .
Sheth , J. ( 2020 ), “ Impact of covid-19 on consumer behavior: will the old habits return or die? ”, Journal of Business Research , Vol. 117 , pp. 280 - 283 .
Shmueli , G. , Sarstedt , M. , Hair , J.F. , Cheah , J.-H. , Ting , H. , Vaithilingam , S. and Ringle , C.M. ( 2019 ), “ Predictive model assessment in PLS-SEM: guidelines for using PLSpredict ”, European Journal of Marketing , Vol. 53 No. 11 , pp. 2322 - 2347 .
Sigala , M. ( 2020 ), “ Tourism and COVID-19: impacts and implications for advancing and resetting industry and research ”, Journal of Business Research , Vol. 117 , pp. 312 - 321 .
Simkin , L. ( 2000 ), “ Marketing is marketing – maybe! ”, Marketing Intelligence and Planning , Vol. 18 No. 3 , pp. 154 - 158 .
Snyder , H. ( 2019 ), “ Literature review as a research methodology: an overview and guidelines ”, Journal of Business Research , Vol. 104 , pp. 333 - 339 .
Sun , Y. , Shao , X. , Li , X. , Guo , Y. and Nie , K. ( 2019 ), “ How live streaming influences purchase intentions in social commerce: an IT affordance perspective ”, Electronic Commerce Research and Applications , Vol. 37 , p. 100886 .
Swansea ( 2023 ), “ Professor Yogesh Dwivedi ”, Swansea University , available at: www.swansea.ac.uk/staff/y.k.dwivedi/
Tan , T.M. and Salo , J. ( 2023 ), “ Ethical marketing in the blockchain-based sharing economy: theoretical integration and guiding insights ”, Journal of Business Ethics , Vol. 183 No. 4 , pp. 1113 - 1140 .
Tasnim , Z. , Shareef , M.A. , Baabdullah , A.M. , Hamid , A.B.A. and Dwivedi , Y.K. ( 2023 ), “ An empirical study on factors impacting the adoption of digital technologies in supply chain management and what blockchain technology could do for the manufacturing sector of Bangladesh ”, Information Systems Management , Vol. 40 No. 4 , pp. 1 - 23 .
United Nations ( 2023 ), “ WHO chief declares end to COVID-19 as a global health emergency ”, available at: https://news.un.org/en/story/2023/05/1136367
Veloutsou , C. and Ruiz Mafe , C. ( 2020 ), “ Brands as relationship builders in the virtual world: a bibliometric analysis ”, Electronic Commerce Research and Applications , Vol. 39 , p. 100901 .
Verhoef , P.C. , Broekhuizen , T. , Bart , Y. , Bhattacharya , A. , Qi Dong , J. , Fabian , N. and Haenlein , M. ( 2021 ), “ Digital transformation: a multidisciplinary reflection and research agenda ”, Journal of Business Research , Vol. 122 , pp. 889 - 901 .
Verma ., and Gustafsson , A. ( 2020 ), “ Investigating the emerging COVID-19 research trends in the field of business and management: a bibliometric analysis approach ”, Journal of Business Research , Vol. 118 , pp. 253 - 261 .
Verma , S. , Sharma , R. , Deb , S. and Maitra , D. ( 2021 ), “ Artificial intelligence in marketing: systematic review and future research direction ”, International Journal of Information Management Data Insights , Vol. 1 No. 1 , p. 100002 .
Vogel , R. and Güttel , W.H. ( 2012 ), “ The dynamic capability view in strategic management: a bibliometric review ”, International Journal of Management Reviews , Vol. 15 No. 4 , pp. 426 - 446 .
Wang , Z.-Y. , Li , G. , Li , C.-Y. and Li , A. ( 2012 ), “ Research on the semantic-based co-word analysis ”, Scientometrics , Vol. 90 No. 3 , pp. 855 - 875 .
Wanick , V. and Stallwood , J. ( 2023 ), “ Brand storytelling, gamification and social media marketing in the ‘metaverse’: a case study of The Ralph Lauren winter escape ”, Reinventing Fashion Retailing , Springer International Publishing , Cham , pp. 35 - 54 .
Wongkitrungrueng , A. and Assarut , N. ( 2020 ), “ The role of live streaming in building consumer trust and engagement with social commerce sellers ”, Journal of Business Research , Vol. 117 , pp. 543 - 556 .
Zhang , T. , Moro , S. and Ramos , R.F. ( 2022 ), “ A data-driven approach to improve customer churn prediction based on telecom customer segmentation ”, Future Internet , Vol. 14 No. 3 , p. 94 .
Zhang , P. , Chao , C.-W. , Hasan , R. , Aljaroodi , N. , Tian , H.M. , F. and Fred , Chiong . ( 2023 ), “ Effects of in-store live stream on consumers’ offline purchase intention ”, Journal of Retailing and Consumer Services , Vol. 72 , p. 103262 .
Paulo Rita’s work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project – UIDB/04152/2020 – Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS.
Since submission of this article, the following authors have updated their affiliations: Ricardo Ramos is at Technology and Management School of Oliveira do Hospital, Polytechnic Institute of Coimbra, Oliveira do Hospital, Portugal; ISTAR, Instituto Universitário de Lisboa (ISCTE-IUL), Lisboa, Portugal; Centre Bio R&D Unit, Association BLC3 – Tecnology and Innovation Campus, Oliveira do Hospital, Portugal; Paulo Rita is at NOVA Information Management School (NOVA IMS), Universidade NOVA de Lisboa, Lisboa, Portugal; and Celeste Vong is at NOVA Information Management School (NOVA IMS), Universidade NOVA de Lisboa, Lisboa, Portugal.
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