Examining the impact of influencers’ credibility dimensions: attractiveness, trustworthiness and expertise on the purchase intention in the aesthetic dermatology industry
Abstract
Purpose This study aims to investigate the influencers’ credibility dimensions (i.e. attractiveness, trustworthiness, expertise) on purchase intention (PI) through the mediating role of cognitive and affective online engagement among the aesthetic dermatology consumers in Jordan. Design/methodology/approach The population of this study entails all followers of aesthetic dermatology clinics on their Instagram accounts. However, only three influencers from the aesthetic dermatology industry were selected and approved the request of sharing the survey instrument on their official platforms. Overall, 600 surveys were distributed, but only 384 were completed fully, constituting a 64% response rate. Findings The data analysis revealed an excellent fit for the data and indicated an impact of attractiveness and expertise on online engagement and PI. Moreover, a mediating influence was also found for online engagement on the path between influencer credibility and PI. Research limitations/implications This study has a limitation of collecting the data from only three influencers; consequently, collecting data from the followers of more than four influencers would get more generalizable results. Second, considering further, examining the mediating role of other variables such as electronic word-of-mouth (EWOM) and loyalty programs could also provide further insights onto the nature of the factors affecting the PI. In addition, future studies should examine the differences of using more…
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Active engagement fosters loyalty, making tourists more likely to follow influencer recommendations.
“Active engagement fosters loyalty, making tourists more likely to follow influencer recommendations (AlFarraj et al. 2021).”
From Influencer Marketing and Tourist Behaviour: A Systematic Literature Review of Attitudes, Intentions and Behaviours in Tourism (2026) · cites this paper as AlFarraj et al. 2021
Cites
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190 · see citing works
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.5.879 · Cited by 82,194 · see citing works
Structural equation modeling in practice: A review and recommended two-step approach
Anderson, J. C., & Gerbing, D. W. (1988) · Psychological Bulletin · doi:10.1037/0033-2909.103.3.411 · Cited by 41,941 · see citing works
School Engagement: Potential of the Concept, State of the Evidence
Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004) · Review of Educational Research · doi:10.3102/00346543074001059 · Cited by 12,581 · see citing works
Ohanian, R. (1990) · Journal of Advertising · doi:10.1080/00913367.1990.10673191 · Cited by 4,043 · see citing works
Consumer engagement in a virtual brand community: An exploratory analysis
Brodie, R. J., Ilić, A., Jurić, B., & Hollebeek, L. D. (2011) · Journal of Business Research · doi:10.1016/j.jbusres.2011.07.029 · Cited by 3,413 · see citing works
Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2013.12.002 · Cited by 3,276 · see citing works
Who is the Celebrity Endorser? Cultural Foundations of the Endorsement Process
McCracken, G. (1989) · Journal of Consumer Research · doi:10.1086/209217 · Cited by 3,196 · see citing works
Lou, C., & Yuan, S. (2019) · Journal of Interactive Advertising · doi:10.1080/15252019.2018.1533501 · Cited by 2,795 · see citing works
Customer engagement: exploring customer relationships beyond purchase.
Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012) · Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679200201 · Cited by 2,089 · see citing works
Celebrity Endorsement: A Literature Review
Erdogan, B. Z. (1999) · Journal of Marketing Management · doi:10.1362/026725799784870379 · Cited by 1,734 · see citing works
Sokolova, K., & Kefi, H. (2020) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.01.011 · Cited by 1,650 · see citing works
Schouten, A. P., Janssen, L., & Verspaget, M. (2020) · International Journal of Advertising · doi:10.1080/02650487.2019.1634898 · Cited by 1,422 · see citing works
Exploring customer brand engagement: definition and themes
Hollebeek, L. D. (2011) · Journal of Strategic Marketing · doi:10.1080/0965254x.2011.599493 · Cited by 1,389 · see citing works
Mollen, A., & Wilson, H. (2009) · Journal of Business Research · doi:10.1016/j.jbusres.2009.05.014 · Cited by 1,338 · see citing works
The Role of Customer Engagement Behavior in Value Co-Creation: A Service System Perspective
Jaakkola, E., & Alexander, M. (2014) · Journal of Service Research · doi:10.1177/1094670514529187 · Cited by 1,219 · see citing works
Investigating the impact of social media advertising features on customer purchase intention
Alalwan, A. A. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.06.001 · Cited by 911 · see citing works
Self-citationCustomer engagement with tourism social media brands
Harrigan, P., Evers, U., Miles, M., & Daly, T. (2017) · Tourism Management · doi:10.1016/j.tourman.2016.09.015 · Cited by 813 · see citing works
Hughes, C., Swaminathan, V., & Brooks, G. (2019) · Journal of Marketing · doi:10.1177/0022242919854374 · Cited by 789 · see citing works
Faculty of Economics and Management, U. P. M. K. L., Lim, X. J., Mohd Radzol, A. R. B., Faculty of Economics and Management, U. P. M. K. L., Cheah, J.-H. (., Azman Hashim International Business School, U. T. M. K. L., Wong, M. W., & Faculty of Health, A. A. D. (2017) · Asian Journal of Business Research · doi:10.14707/ajbr.170035 · Cited by 679 · see citing works
Measuring Consumers’ Engagement With Brand-Related Social-Media Content
Schivinski, B., Christodoulides, G., & Dąbrowski, D. (2016) · Journal of Advertising Research · doi:10.2501/jar-2016-004 · Cited by 544 · see citing works
Racherla, P., & Friske, W. (2012) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2012.06.003 · Cited by 525 · see citing works
Engaging the consumer: The science and art of the value creation process
Higgins, E. T., & Scholer, A. A. (2009) · Journal of Consumer Psychology · doi:10.1016/j.jcps.2009.02.002 · Cited by 490 · see citing works
SPSS for Psychologists: A Guide to Data Analysis Using SPSS for Windows
Brace, N. A., Kemp, R. I., & Snelgar, R. S. (2007) · Palgrave Macmillan eBooks · Cited by 477 · see citing works
Enhancing Brand Credibility Via Celebrity Endorsement
Wang, S. W., & Scheinbaum, A. C. (2017) · Journal of Advertising Research · doi:10.2501/jar-2017-042 · Cited by 406 · see citing works
Credibility of a peer endorser and advertising effectiveness
Munnukka, J., Uusitalo, O., & Toivonen, H. (2016) · Journal of Consumer Marketing · doi:10.1108/jcm-11-2014-1221 · Cited by 389 · see citing works
Algharabat, R., Rana, N. P., Alalwan, A. A., Baabdullah, A. M., & Gupta, A. K. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.01.016 · Cited by 386 · see citing works
Self-citationFacebook advertising’s influence on intention-to-purchase and purchase amongst Millennials
Duffett, R. G. (2015) · Internet Research · doi:10.1108/intr-01-2014-0020 · Cited by 378 · see citing works
Customer engagement and online reviews
Thakur, R. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.11.002 · Cited by 367 · see citing works
Dwivedi, A., Nayeem, T., & Murshed, F. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.06.009 · Cited by 304 · see citing works
The influence of identity-driven customer engagement on purchase intention
Prentice, C., Han, X., Hua, L.-L., & Hu, L. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.12.014 · Cited by 296 · see citing works
Algharabat, R., Rana, N. P., Dwivedi, Y. K., Alalwan, A. A., & Qasem, Z. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.09.011 · Cited by 289 · see citing works
Self-citationAntecedents and consequences of customer brand engagement in integrated resorts
Ahn, J., & Back, K. (2018) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2018.05.020 · Cited by 234 · see citing works
Liu, S., Jiang, C., Lin, Z., Ding, Y., Duan, R. X., & Xu, Z. (2015) · Information Sciences · doi:10.1016/j.ins.2015.01.034 · Cited by 221 · see citing works
Consumer engagement with eWOM on social media: the role of social capital
Gvili, Y., & Levy, S. (2018) · Online Information Review · doi:10.1108/oir-05-2017-0158 · Cited by 188 · see citing works
Interactive brand experience pathways to customer-brand engagement and value co-creation
Merrilees, B. (2016) · Journal of Product & Brand Management · doi:10.1108/jpbm-04-2016-1151 · Cited by 186 · see citing works
The association endorsement and consumers’ intention to purchase
Daneshvary, R., & Schwer, R. K. (2000) · Journal of Consumer Marketing · doi:10.1108/07363760010328987 · Cited by 178 · see citing works
A multi-analytical model for mobile banking adoption: a developing country perspective
Sharma, S. K., Govindaluri, S. M., Al-Muharrami, S. M., & Tarhini, A. (2017) · Review of International Business and Strategy · doi:10.1108/ribs-11-2016-0074 · Cited by 171 · see citing works
Celebrity endorsements versus created spokespersons in advertising: a survey among students
der Waldt, D. L. R. V., van Loggerenberg, M. M., & Wehmeyer, L. (2011) · South African Journal of Economic and Management Sciences · doi:10.4102/sajems.v12i1.263 · Cited by 134 · see citing works
Social Commerce in Emerging Markets and its Impact on Online Community Engagement
Algharabat, R., & Rana, N. P. (2020) · Information Systems Frontiers · doi:10.1007/s10796-020-10041-4 · Cited by 125 · see citing works
Ameen, N., Tarhini, A., Shah, M. H., Madichie, N. O., Paul, J., & Choudrie, J. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106531 · Cited by 124 · see citing works
An analysis of the factors affecting mobile commerce adoption in developing countries
Tarhini, A., Alalwan, A. A., Shammout, A. B., & Al-Badi, A. H. (2019) · Review of International Business and Strategy · doi:10.1108/ribs-10-2018-0092 · Cited by 111 · see citing works
Self-citationOnline Engagement and the Role of Digital Influencers in Product Endorsement on Instagram
Silva, M. J. D. B., de Farias, S. D., Grigg, M. H. K., & Barbosa, M. D. L. D. A. (2020) · Journal of Relationship Marketing · doi:10.1080/15332667.2019.1664872 · Cited by 107 · see citing works
Algharabat, R. (2018) · Journal of Internet Commerce · doi:10.1080/15332861.2017.1422667 · Cited by 104 · see citing works
When co-creation pays: stimulating engagement to increase revenues
Tu, Y., Neuhofer, B., & Viglia, G. (2018) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-09-2016-0494 · Cited by 100 · see citing works
Social Media as a Marketing Tool: A Literature Review
Paquett, H. (2013) · Cited by 98 · see citing works
A cross cultural study of gender differences in omnichannel retailing contexts
Ameen, N., Tarhini, A., Shah, M. H., & Nusair, K. (2020) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2020.102265 · Cited by 96 · see citing works
Interpersonal relations in China: Expatriates’ perspective on the development and use of guanxi
Guo, Y., Rammal, H. G., BENSON, J. A., Zhu, Y., & Dowling, P. J. (2017) · International Business Review · doi:10.1016/j.ibusrev.2017.09.012 · Cited by 83 · see citing works
Global mobility of professionals and the transfer of tacit knowledge in multinational service firms
Guo, Y., Jasovska, P., Rammal, H. G., & Rose, E. L. (2018) · Journal of Knowledge Management · doi:10.1108/jkm-09-2017-0399 · Cited by 80 · see citing works
Innovativeness in family firms: an internationalization approach
Ratten, V., & Tajeddini, K. (2017) · Review of International Business and Strategy · doi:10.1108/ribs-12-2016-0085 · Cited by 73 · see citing works
In-store experience quality and perceived credibility: A green retailer context
Kumar, P., & Polonsky, M. J. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.02.022 · Cited by 70 · see citing works
The Evolution of Social Media as a Marketing Tool for Entrepreneurs
Geho, P. R., & Dangelo, J. (2012) · The entrepreneurial executive · Cited by 58 · see citing works
Influencers Tell All? Unravelling Authenticity and Credibility in a Brand Scandal
Abidin, C., & Ots, M. (2016) · UWA Profiles and Research Repository (University of Western Australia) · Cited by 50 · see citing works
Serazio, M. (2013) · Television & New Media · doi:10.1177/1527476413491015 · Cited by 41 · see citing works
The internationalisation of service-sector SMEs in an emerging market
Ooi, S. M., & Richardson, C. (2019) · Review of International Business and Strategy · doi:10.1108/ribs-02-2018-0023 · Cited by 23 · see citing works
Social networks and marketing: potential and pitfalls
Singh, T., & Cullinane, J. (2010) · International Journal of Electronic Marketing and Retailing · doi:10.1504/ijemr.2010.034829 · Cited by 17 · see citing works
Boundary conditions for the emergence of relational trust among exporters and importers
Çeyhan, S., Doğan, İ., Yildi̇z, M., & Barca, M. (2018) · Review of International Business and Strategy · doi:10.1108/ribs-01-2018-0009 · Cited by 12 · see citing works
Bruns, I. (2018) · eSource (Dublin Business School) · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 7
- 2011, Customer engagement: conceptual domain, fundamental propositions and implications for research, Journal of Service Research, 252
- 2000, Introducing LISREL
- 2010, Multivariate Data Analysis: A Global Perspective, (7th Ed.)
- 2006, Understanding customer engagement in services, 4
- Rebelo, M.F. (2017), “How influencers’ credibility on Instagram is perceived by consumers and its impact on purchase intention”, Doctoral dissertation.
- 2019, Celebrity vs influencer endorsements in advertising: the role of identification, credibility, and product-endorser fit, International Journal of Advertising, 1
- 2019, Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions, Journal of Retailing and Consumer Services, 53
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Social media influencers: An effective marketing approach?
Ooi, K., Lee, V., Hew, J.-J., Leong, L.-Y., Tan, G. W., & Lim, A. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.113773 · Cited by 237 · see citing works
Social media influencers and consumer engagement: A review and future research agenda
Pradhan, B., Kishore, K., & Gokhale, N. P. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12901 · Cited by 165 · see citing works
Garg, M., & Bakshi, A. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-02760-9 · Cited by 165 · see citing works
Foroughi, B., Iranmanesh, M., Nilashi, M., Ghobakhloo, M., Asadi, S., & Khoshkam, M. (2023) · Journal of Consumer Behaviour · doi:10.1002/cb.2252 · Cited by 97 · see citing works
Wu, Y., Yang, S., & Liu, D. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.137890 · Cited by 93 · see citing works
Wellman, M. L. (2023) · New Media & Society · doi:10.1177/14614448231162064 · Cited by 87 · see citing works
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Sesar, V., Martinčević, I., & Boguszewicz-Kreft, M. (2022) · Journal of risk and financial management · doi:10.3390/jrfm15070276 · Cited by 116 · see citing works
From Likes to Sustainability: How Social Media Influencers Are Changing the Way We Consume
Vilkaité-Vaitoné, N. (2024) · Sustainability · doi:10.3390/su16041393 · Cited by 67 · see citing works
Ata, S., Arslan, H. M., Baydaş, A., & Pazvant, E. (2022) · ESIC MARKET Economic and Business Journal · doi:10.7200/esicm.53.280 · Cited by 78 · see citing works
I’ll follow the fun: The extended investment model of social media influencers
Kim, M., & Baek, T. H. (2022) · Telematics and Informatics · doi:10.1016/j.tele.2022.101881 · Cited by 66 · see citing works
Sardar, S., Tata, S. V., & Sarkar, S. (2024) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2024.103888 · Cited by 70 · see citing works
Mohammad, A. A. S., Aityassine, F. L. Y., al-fugaha, Z. N. A., Alshurideh, M. T., Alajarmeh, N. S., Al-Momani, A. M., Al-shanableh, N., Alzyoud, M. S., Al-Hawary, S. I. S., & Al-Adamat, A. M. (2024) · Studies in computational intelligence · doi:10.1007/978-3-031-56015-6_29 · Cited by 59 · see citing works
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Zourrig, H., Park, J., & Becheur, I. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70013 · Cited by 46 · see citing works
Lee, J., Walter, N., Hayes, J. L., & Golan, G. J. (2024) · Social Media + Society · doi:10.1177/20563051241269269 · Cited by 48 · see citing works
Rana, S., Bag, S., Ghosal, I., & Prasad, B. (2023) · Journal of Promotion Management · doi:10.1080/10496491.2023.2216292 · Cited by 41 · see citing works
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Animosity leads to boycott and subsequent reluctance to buy: evidence from Sino Indian disputes
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Rizomyliotis, I., Konstantoulaki, K., & Giovanis, A. (2024) · American Behavioral Scientist · doi:10.1177/00027642241236172 · Cited by 40 · see citing works
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Rodrigo, A., & Mendis, T. (2023) · Management Matters · doi:10.1108/manm-12-2022-0113 · Cited by 39 · see citing works
Mir, I. A., & Salo, J. (2023) · Journal of Promotion Management · doi:10.1080/10496491.2023.2251461 · Cited by 46 · see citing works
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Rungruangjit, W., & Charoenpornpanichkul, K. (2022) · Sustainability · doi:10.3390/su142315770 · Cited by 28 · see citing works
Kim, M. (2023) · Behavioral Sciences · doi:10.3390/bs13110953 · Cited by 28 · see citing works
Lin, Q., & Nuangjamnong, C. (2022) · The International Journal of Social Sciences and Humanities Invention · doi:10.18535/ijsshi/v9i012.04 · Cited by 33 · see citing works
Çelik, Z. (2022) · İstanbul Ticaret Üniversitesi Sosyal Bilimler Dergisi · doi:10.46928/iticusbe.1050122 · Cited by 26 · see citing works
Kalam, A., Goi, C. L., & Tiong, Y. Y. (2023) · Marketing Intelligence & Planning · doi:10.1108/mip-04-2023-0184 · Cited by 29 · see citing works
Tarabieh, S. M. Z. A., Gil-Pechuán, I., Salvador, J. L. G., & AlFraihat, S. F. (2024) · Intangible Capital · doi:10.3926/ic.2515 · Cited by 44 · see citing works
Aldlimi, T., Priporas, C., & Chang, S.-W. (2025) · Journal of Consumer Behaviour · doi:10.1002/cb.2485 · Cited by 23 · see citing works
Rizomyliotis, I., Lin, C. L., Κonstantoulaki, K., & Phan, T. (2024) · Journal of Asia Business Studies · doi:10.1108/jabs-04-2023-0138 · Cited by 39 · see citing works
Hariningsih, E., Haryanto, B., Wahyudi, L., & Sugiarto, C. (2024) · Management Review Quarterly · doi:10.1007/s11301-024-00425-0 · Cited by 42 · see citing works
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Lawrence, C., & Meivitawanli, B. (2023) · Australasian Accounting Business and Finance Journal · doi:10.14453/aabfj.v17i5.05 · Cited by 21 · see citing works
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Symmetric and asymmetric modeling to boost customers’ trustworthiness in livestreaming commerce
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Kuo, Y.-H., & Le, S. B. H. (2025) · Asia Pacific Management Review · doi:10.1016/j.apmrv.2025.100359 · Cited by 20 · see citing works
Qian, W., & Mao, J. (2023) · Behavioral Sciences · doi:10.3390/bs13050416 · Cited by 16 · see citing works
How does the influencers' country of origin affect online brand advocacy among young consumers?
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Araujo, S. V. I. D., Kamath, G. B., Pai, R. R., & Dhaigude, A. S. (2024) · Cogent Business & Management · doi:10.1080/23311975.2024.2432539 · Cited by 18 · see citing works
Duffett, R. G., & Mxunyelwa, A. (2025) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer20020094 · Cited by 15 · see citing works
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Akoğlu, H. E., & Özbek, O. (2024) · International Journal of Sports Marketing and Sponsorship · doi:10.1108/ijsms-09-2023-0193 · Cited by 20 · see citing works
Sharma, H., & Sharma, D. (2025) · Marketing Intelligence & Planning · doi:10.1108/mip-06-2023-0268 · Cited by 15 · see citing works
Barbosa, B., & Añaña, E. D. S. (2023) · Cuadernos de Gestión · doi:10.5295/cdg.221693ea · Cited by 14 · see citing works
The role of social media influencers in influencing consumers' imitation intentions
Ampornklinkaew, C. (2025) · Digital Business · doi:10.1016/j.digbus.2025.100143 · Cited by 23 · see citing works
Yang, C., Chen, M., Zhou, W., Zhang, X., & Zhang, D. (2024) · Discover Sustainability · doi:10.1007/s43621-024-00669-6 · Cited by 13 · see citing works
Wang, E. (2025) · Journal of Marketing Communications · doi:10.1080/13527266.2025.2462991 · Cited by 13 · see citing works
The impact of livestreaming e-commerce on consumer purchase intention in China
Sima, H., Wu, S., Yan, Z. J., Luo, N., & Chen, Y. (2025) · Journal of Consumer Marketing · doi:10.1108/jcm-02-2024-6564 · Cited by 19 · see citing works
Khurana, T., Pannu, S., Dalal, G., Vyas, P., & Rani, P. (2025) · NMIMS Management Review · doi:10.1177/09711023251352318 · Cited by 12 · see citing works
Lissens, M., Harff, D., & Schmuck, D. (2024) · Appetite · doi:10.1016/j.appet.2024.107812 · Cited by 12 · see citing works
Pokhrel, L., Bhattarai, P., & Pokhrel, S. K. (2025) · Journal of Promotion Management · doi:10.1080/10496491.2025.2466591 · Cited by 12 · see citing works
Rathnayake, R., & Lakshika, V. G. P. (2023) · Asian Journal of Marketing Management · doi:10.31357/ajmm.v2i01.6254 · Cited by 17 · see citing works
Key determinants of online impulse buying behavior: A study from TikTok Shop users in Vietnam
Ngo, T. T. A., Nguyen, H. L. T., Mai, H. T. A., & Nguyen, H. P. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105593 · Cited by 38 · see citing works
Online marketing campaigns’ aesthetics: Measuring the direct effect on customers’ decision-making
AlSokkar, A. A. M., Al-Gasawneh, J. A., Otair, M. A., Alghizzawi, M., Alarabiat, D., & Al-Eisawi, D. (2024) · Innovative Marketing · doi:10.21511/im.20(4).2024.18 · Cited by 13 · see citing works
The impact of content marketing on consumer purchase intention on TikTok
Wei, Y. (2025) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-09-2024-1259 · Cited by 11 · see citing works
The Impact of Influencer Marketing on Consumers’ Brand Perception of Travel Applications
Amagsila, F., Cadavis, E. M., Callueng, J. P., & Manio, J. R. (2022) · Journal of Business and Management Studies · doi:10.32996/jbms.2022.4.2.19 · Cited by 11 · see citing works
Selimi, F. (2023) · Online Journal of Communication and Media Technologies · doi:10.30935/ojcmt/13134 · Cited by 11 · see citing works
Lefina, Z. P., & Hidayat, A. (2022) · Devotion Journal of Research and Community Service · doi:10.36418/dev.v3i08.176 · Cited by 11 · see citing works
Power of social media influencers on brand awareness, value, and consumer purchases
Munir, T., & Watts, S. (2025) · Spanish Journal of Marketing - ESIC · doi:10.1108/sjme-02-2024-0030 · Cited by 10 · see citing works
The role of celebrity endorser toward brand attitude and purchase intention
Putri, R., & Roostika, R. (2022) · International Journal of Research in Business and Social Science (2147-4478) · doi:10.20525/ijrbs.v10i8.1489 · Cited by 9 · see citing works
Digital Influencers: Catalysts for Customer Engagement and Purchase Intention
Hani, G., Haider, S. W., Raza, A., Silva, S. C. L. D. C. E., & Dias, J. C. (2024) · Studia Universitatis Babeş-Bolyai. Oeconomica · doi:10.2478/subboec-2024-0009 · Cited by 9 · see citing works
Proposing an integrative scale of digital influence in the context of influencer marketing
Silva, M. J. D. B., Campos, P. D. O., Gomes, J. D. P., Melo, F. V. S., & de Moura, M. R. F. (2024) · Journal of Business Research · doi:10.1016/j.jbusres.2024.115152 · Cited by 9 · see citing works
Angmo, P., Mahajan, R., & Ranjitha, G. P. (2025) · Journal of Relationship Marketing · doi:10.1080/15332667.2025.2471668 · Cited by 14 · see citing works
Chen, J. L., Hashim, R., Sthapit, E., Yan, Z., & Garrod, B. (2025) · Current Issues in Tourism · doi:10.1080/13683500.2025.2523536 · Cited by 9 · see citing works
The role of influencer content value and credibility in purchase intention
Shaheen, A. Y. M., Khataan, A. M. K., Awad, A., Eldin, A. Y. S., & Elnour, A. (2025) · Innovative Marketing · doi:10.21511/im.21(3).2025.02 · Cited by 9 · see citing works
Hu, K., Kim, C., & Kang, E. Y. (2025) · Journal of Current Issues & Research in Advertising · doi:10.1080/10641734.2025.2529006 · Cited by 10 · see citing works
MALAYSIAN YOUTH EXPECTATIONS OF SOCIAL MEDIA INFLUENCERS (SMI)
Hamid, M. N. A., Pooi, C. K., & Reng, O. S. (2022) · Journal of Creative Industry and Sustainable Culture · doi:10.32890/jcisc2022.1.1 · Cited by 12 · see citing works
Universitat de València. Facultad de Economía. Departamento de comercialización e investigación de mercados. Avenida Los Naranjos s/n, 4. V. E. C. P.-C. E., Cabañero, C. P., Veas-González, I. A., Universidad Católica del Norte. Facultad de Economía y Administración. Departamento de Administración; Av. Angamos 0610, A. C. –. I. C., Navarro-Cisternas, C., Universidad Católica del Norte. Facultad de Economía y Administración. Departamento de Administración; Av. Angamos 0610, A. C. –. C. N. U. C., Zuleta-Cortés, H., Universidad Católica del Norte. Facultad de Economía y Administración. Departamento de Administración; Av. Angamos 0610, A. C. –. H. Z. U. C., Urizar-Urizar, C., & Universidad Católica del Norte. Facultad de Economía y Administración. Departamento de Administración; Av. Angamos 0610, A. C. –. C. U. U. C. (2023) · Cuadernos de Gestión · doi:10.5295/cdg.221863cp · Cited by 13 · see citing works
Chiu, Y., Hong, L.-S., Song, S.-R., & Cheng, Y.-C. (2024) · Mathematics · doi:10.3390/math12070981 · Cited by 8 · see citing works
Understanding Customers' Intentions to Use Digital Dental Health Services
Mouloudj, K., Bouarar, A. C., Asanza, D. M., & Dimitrova, M. (2024) · Advances in medical technologies and clinical practice book series · doi:10.4018/979-8-3693-7165-7.ch007 · Cited by 8 · see citing works
Saini, S., & Bansal, R. (2025) · Journal of Promotion Management · doi:10.1080/10496491.2025.2466585 · Cited by 8 · see citing works
Micro or Meso: Do influencers influence veganism?
Chhabra, S., Wani, T. A., & Kaushal, V. (2025) · Journal of Marketing Communications · doi:10.1080/13527266.2025.2470982 · Cited by 9 · see citing works
Roy, M., & Padmavathy, C. (2025) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2025.104348 · Cited by 8 · see citing works
Soares, R. R., Liu, J., Zhang, T. (., Lu, C., & Zhong, Y. (2023) · Services Marketing Quarterly · doi:10.1080/15332969.2023.2298609 · Cited by 8 · see citing works
The Effect of Influencer Source Trust and Brand Attitude on Purchasing Intention
Sarioglu, C. I. (2023) · İnsan ve Toplum Bilimleri Araştırmaları Dergisi · doi:10.15869/itobiad.1248404 · Cited by 5 · see citing works
Sharkasi, N., Rezakhah, S., & Agag, G. (2025) · Journal of Marketing Analytics · doi:10.1057/s41270-025-00382-x · Cited by 7 · see citing works
Alnoor, A., Salah, M., Abbas, S., Muhsen, Y. R., Sadaa, A. M., Chew, X., & Bayram, G. E. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2514729 · Cited by 7 · see citing works
Elsharnouby, T. H., Shaalan, A., Elsharnouby, M., & Elbedweihy, A. M. (2025) · Journal of Marketing Communications · doi:10.1080/13527266.2025.2522996 · Cited by 10 · see citing works
Larasati, J. A., & Susilo, D. (2022) · Jurnal Spektrum Komunikasi · doi:10.37826/spektrum.v10i2.269 · Cited by 7 · see citing works
Antecedents and Consequences of Credibility and Parasocial Interaction on Food Shopping Intentions
Farahdiba, D. (2022) · Jurnal Manajemen Teori dan Terapan | Journal of Theory and Applied Management · doi:10.20473/jmtt.v15i1.32513 · Cited by 7 · see citing works
Sharkasi, N., & Rezakhah, S. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4485811 · Cited by 20 · see citing works
Instagram Influencers Credibility Dimensions and Purchase Intention of Followers: Empirical Evidence
Kumar, K. L., Venugopal, P., Devi, S. M. R., Aswinipriya, S., & Rao, C. V. (2022) · Studies in Media and Communication · doi:10.11114/smc.v11i1.5705 · Cited by 8 · see citing works
Park, S., & Kang, J. (2024) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2024.104038 · Cited by 7 · see citing works
Kästner, E., & Baczynski, M. (2025) · Journal of Media Business Studies · doi:10.1080/16522354.2025.2475424 · Cited by 5 · see citing works
Wang, S.-T., & Huang, C.-K. (2025) · British Food Journal · doi:10.1108/bfj-06-2024-0630 · Cited by 7 · see citing works
Trash Talk: How Malaysian Zero Waste Influencers Shape Sustainable Habits
Azhar, K. A., Wel, C. A. C., & Hamid, S. N. A. (2025) · PaperAsia · doi:10.59953/paperasia.v41i3b.426 · Cited by 6 · see citing works
Community development through university social responsibility: precursors and outcomes
Asrar‐ul‐Haq, M., Raza, Z., & Akhtar, M. W. (2023) · Asia Pacific Education Review · doi:10.1007/s12564-023-09850-4 · Cited by 6 · see citing works
Yan, X., Tat, H. H., & BAKAR, S. A. (2024) · International Journal of Academic Research in Business and Social Sciences · doi:10.6007/ijarbss/v14-i3/21092 · Cited by 6 · see citing works
- Authors
- AlFarraj, O., Alalwan, A. A., Obeidat, Z. M., Baabdullah, A., Aldmour, R., & Al-Haddad, S.
- Affiliations
- University of Jordan (JO)
- Al-Balqa Applied University (JO)
- King Abdulaziz University (SA)
- Princess Sumaya University for Technology (JO)
- Venue
- Review of International Business and Strategy
- Publisher
- Emerald
- Published
- 2021-02-04
- Volume
- 31
- Issue
- 3
- Pages
- 355-374
- ISSN
- 2059-6014 (ISSN-L)
- OpenAlex
- W3127732266
- Cited by
- 311
- References
- 58
- Citations by year
- 2026: 56 · 2025: 80 · 2024: 81 · 2023: 61 · 2022: 26 · 2021: 7
- FWCI
- 60.58
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Review of International Business and Strategy (publishedVersion)
- UiTM Institutional Repositories (Universiti Teknologi MARA) (acceptedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Digital Marketing and Social Media
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Perception and Purchasing Behavior
- Keywords
- influencer credibility, attractiveness, trustworthiness, expertise, purchase intention, online engagement, cosmetic dermatology, Instagram influencers, social media marketing, electronic word of mouth, Jordanian consumers, mediating effect
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