Advantaging Tourism Through Influencers: Applying Transaction Cost Theory to Recognize Top Hero, Hub, and Hygiene Content Tactics for Tourism Marketing
Abstract
This study is the first to apply transaction cost theory to identify optimal influencer marketing strategies for the tourism sector through three content types: hero, hub, and hygiene content. Transaction cost theory posits that stakeholders seek to minimize information search and delivery costs. Semi-structured interviews were conducted with different experienced level tourists to measure the effect of influencer attributes and content on inspiration levels. The findings indicate that differentiating content based on targeted personas minimizes transaction costs. Hero content highly motivated specific tourist personas to visit destinations. Hub content provided practical trip planning details. Hygiene content addressed fundamental customer concerns. By framing influencer marketing through the lens of transaction cost economics, this study contributes to the literature by tailoring influencer content (hero, hub, and hygiene content) to meet the specific needs of tourist personas, which managerially can optimize credibility and value while reducing tourism stakeholders’ information search and delivery costs.
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The literature is yet to quantify information processing and decision-making factors across iterative customer journeys.
“While there is some evidence linking TSMIs to information processing and decision-making (e.g.Han and Zhang 2023;Saleh 2023;Kılıç et al. 2024), the literature is yet to quantify these factors across iterative customer journeys.”
From Influencers and the choice of a travel destination: A customer journey and information processing perspective (2025) · cites this paper as Saleh 2023
Cites
Using thematic analysis in psychology
Braun, V., & Clarke, V. (2006) · Qualitative Research in Psychology · doi:10.1191/1478088706qp063oa · Cited by 194,414 · see citing works
Coase, R. H. (1937) · Economica · doi:10.1111/j.1468-0335.1937.tb00002.x · Cited by 23,972 · see citing works
How Many Interviews Are Enough?: An Experiment with Data Saturation and Variability
Guest, G., Bunce, A., & Johnson, L. (2006) · Field Methods · doi:10.1177/1525822x05279903 · Cited by 20,808 · see citing works
Seeking Qualitative Rigor in Inductive Research: Notes on the Gioia Methodology
Gioia, D. A., Corley, K. G., & Hamilton, A. L. (2013) · Organizational Research Methods · doi:10.1177/1094428112452151 · Cited by 13,227 · see citing works
Comparison of convenience sampling and purposive sampling
Etikan, I. (2016) · American Journal of Theoretical and Applied Statistics · doi:10.11648/j.ajtas.20160501.11 · Cited by 11,412 · see citing works
The Economics of Organization: The Transaction Cost Approach
Williamson, O. E. (1981) · American Journal of Sociology · doi:10.1086/227496 · Cited by 6,460 · see citing works
Analysis and Interpretation of Qualitative Data in Consumer Research
Spiggle, S. (1994) · Journal of Consumer Research · doi:10.1086/209413 · Cited by 2,948 · 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
De Veirman, M., Cauberghe, V., & Hudders, L. (2017) · International Journal of Advertising · doi:10.1080/02650487.2017.1348035 · Cited by 2,548 · see citing works
The Economic Institutions of Capitalism. Firms, Markets, Relational Contracting
Williamson, O. E. (2007) · Gabler eBooks · doi:10.1007/978-3-8349-9320-5_6 · Cited by 2,449 · see citing works
The Storytelling Organization: A Study of Story Performance in an Office- Supply Firm
Bøje, D. M. (1991) · Administrative Science Quarterly · doi:10.2307/2393432 · Cited by 1,724 · see citing works
A Generic Concept of Marketing
Kotler, P. (1972) · Journal of Marketing · doi:10.1177/002224297203600209 · Cited by 1,132 · see citing works
Make, Buy, or Ally: A Transaction Cost Theory Meta-Analysis
Geyskens, I., Steenkamp, J. E. M., & Kumar, N. (2006) · Academy of Management Journal · doi:10.5465/amj.2006.21794670 · Cited by 925 · see citing works
Kim, M. J., Chung, N., & Lee, C. (2010) · Tourism Management · doi:10.1016/j.tourman.2010.01.011 · Cited by 818 · see citing works
Pop, R.-A., Săplăcan, Z., Dabija, D.-C., & Alt, M.-A. (2022) · Current Issues in Tourism · doi:10.1080/13683500.2021.1895729 · Cited by 702 · see citing works
Personalization in personalized marketing: Trends and ways forward
Chandra, S., Verma, S., Lim, W. M., Kumar, S., & Donthu, N. (2022) · Psychology & Marketing · doi:10.1002/mar.21670 · Cited by 595 · see citing works
Influencer Marketing Effectiveness
Leung, F. F., Gu, F. F., Li, Y., Zhang, J. Z., & Palmatier, R. W. (2022) · Journal of Marketing · doi:10.1177/00222429221102889 · Cited by 562 · see citing works
Impact of online WOM on destination trust and intention to travel: A medical tourism perspective
Abubakar, A. M., & İlkan, M. (2016) · Journal of Destination Marketing & Management · doi:10.1016/j.jdmm.2015.12.005 · Cited by 486 · see citing works
Tafesse, W., & Wood, B. P. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2020.102303 · Cited by 438 · see citing works
Belanche, D., Casaló, L. V., Flavián, M., & Ibáñez‐Sánchez, S. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2021.102585 · Cited by 419 · see citing works
Prayag, G., & Ryan, C. (2010) · Current Issues in Tourism · doi:10.1080/13683501003623802 · Cited by 373 · see citing works
What you Feel, Is what you like Influence of Message Appeals on Customer Engagement on Instagram
Rietveld, R., van Dolen, W., Mazloom, M., & Worring, M. (2019) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2019.06.003 · Cited by 370 · see citing works
Personalized mobile marketing strategies
Tong, S., Luo, X., & Xu, B. (2019) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00693-3 · Cited by 347 · see citing works
Finding goldilocks influencers: How follower count drives social media engagement
Wies, S., Bleier, A., & Edeling, A. (2023) · Journal of Marketing · doi:10.1177/00222429221125131 · Cited by 326 · see citing works
Transaction Cost Theory: Past Progress, Current Challenges, and Suggestions for the Future
Cuypers, I., Hennart, J., Silverman, B., & Ertug, G. (2020) · The Academy of Management Annals · doi:10.5465/annals.2019.0051 · Cited by 320 · see citing works
User-Generated Content Sources in Social Media: A New Approach to Explore Tourist Satisfaction
Narangajavana, Y., Callarisa-Fiol, L. J., Tena, M. Á. M., Artola, R. M. R., & Sánchez, J. (2017) · Journal of Travel Research · doi:10.1177/0047287517746014 · Cited by 297 · see citing works
Trust and Involvement in Tourism Social Media and Web-Based Travel Information Sources
Munar, A. M., & Jacobsen, J. K. S. (2013) · Scandinavian Journal of Hospitality and Tourism · doi:10.1080/15022250.2013.764511 · Cited by 286 · see citing works
PROCESS STUDIES OF TOURISTS’ DECISION-MAKING
Smallman, C., & Moore, K. (2009) · Annals of Tourism Research · doi:10.1016/j.annals.2009.10.014 · Cited by 243 · see citing works
Lou, C., & Xie, Q. (2020) · International Journal of Advertising · doi:10.1080/02650487.2020.1788311 · Cited by 227 · see citing works
Akbar, Y. H., & Tracogna, A. (2018) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.12.004 · Cited by 213 · see citing works
Effectiveness of Travel Social Media Influencers: A Case of Eco-Friendly Hotels
Kapoor, P. S., Balaji, M. S., Jiang, Y., & Jebarajakirthy, C. (2022) · Journal of Travel Research · doi:10.1177/00472875211019469 · Cited by 185 · see citing works
Transaction cost theory: past, present and future
Rindfleisch, A. (2019) · AMS Review · doi:10.1007/s13162-019-00151-x · Cited by 184 · see citing works
Ketter, E., & Avraham, E. (2021) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2021.1921670 · Cited by 176 · see citing works
Yılmazdoğan, O. C., Doğan, R. Ş., & Altıntaş, E. (2021) · Journal of Vacation Marketing · doi:10.1177/1356766721995973 · Cited by 171 · see citing works
Service Attribute Boundary Conditions of the Service Climate–Customer Satisfaction Link
Mayer, D. M., Ehrhart, M. G., & Schneider, B. (2009) · Academy of Management Journal · doi:10.5465/amj.2009.44635617 · Cited by 169 · see citing works
The Role and Function of Narrative in Tourist Interaction
McCabe, S., & Foster, C. (2006) · Journal of Tourism and Cultural Change · doi:10.2167/jtcc071.0 · Cited by 164 · see citing works
Influencer marketing: brand control, commercial orientation and post credibility
Martínez-López, F. J., Anaya‐Sánchez, R., Esteban-Millat, I., Torrez-Meruvia, H., D'Alessandro, S. P., & Miles, M. P. (2020) · Journal of Marketing Management · doi:10.1080/0267257x.2020.1806906 · Cited by 163 · see citing works
Stories visitors tell about Italian cities as destination icons
Woodside, A. G., Cruickshank, B. F., & De-huang, N. (2006) · Tourism Management · doi:10.1016/j.tourman.2005.10.026 · Cited by 159 · see citing works
Lee, S. S., & Johnson, B. K. (2021) · International Journal of Advertising · doi:10.1080/02650487.2021.1986257 · Cited by 145 · see citing works
Instagram travel influencers in #quarantine: Communicative practices and roles during COVID-19
Femenia-Serra, F., Gretzel, U., & Alzua-Sorzabal, A. (2022) · Tourism Management · doi:10.1016/j.tourman.2021.104454 · Cited by 140 · see citing works
Perceptions of authenticity in a Malaysian homestay – A narrative analysis
Mura, P. (2015) · Tourism Management · doi:10.1016/j.tourman.2015.05.023 · Cited by 139 · see citing works
Lacity, M. C., Willcocks, L. P., & Khan, S. A. (2011) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2011.04.002 · Cited by 130 · see citing works
Influencer Marketing for Tourism Destinations: Lessons from a Mature Destination
Femenia-Serra, F., & Gretzel, U. (2020) · Information and Communication Technologies in Tourism 2020 · doi:10.1007/978-3-030-36737-4_6 · Cited by 118 · see citing works
Jang, W. (., Kim, J. (., Kim, S., & Chun, J. W. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2020.1845126 · Cited by 116 · see citing works
Seçi̇lmi̇ş, C., Özdemir, C., & Kılıç, İ. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2021.1994528 · Cited by 107 · see citing works
Using social learning theory in examining YouTube viewers’ desire to imitate travel vloggers
Le, L. H., & Hancer, M. (2021) · Journal of Hospitality and Tourism Technology · doi:10.1108/jhtt-08-2020-0200 · Cited by 103 · see citing works
Mainolfi, G., Presti, L. L., Marino, V., & Filieri, R. (2021) · Psychology & Marketing · doi:10.1002/mar.21638 · Cited by 88 · see citing works
Chapter 3. The Shaping of Tourist Experience: The Importance of Stories and Themes
Moscardo, G. M. (2010) · Multilingual Matters eBooks · doi:10.21832/9781845411503-006 · Cited by 87 · see citing works
Uncovering unconscious memories and myths for understanding international tourism behavior
Martin, D. (2010) · Journal of Business Research · doi:10.1016/j.jbusres.2009.04.020 · Cited by 84 · see citing works
The more we get together, the more we can save? A transaction cost perspective
Li, C., & Fang, Y. (2021) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2021.102434 · Cited by 80 · see citing works
Tourism netnography: how travel bloggers influence destination image
Gholamhosseinzadeh, M. S., Chapuis, J.-M., & Lehu, J.-M. (2023) · Tourism Recreation Research · doi:10.1080/02508281.2021.1911274 · Cited by 77 · see citing works
Kim, Y. G., & Li, G. (2009) · Tourism Economics · doi:10.5367/000000009789955125 · Cited by 72 · see citing works
Social tourism participation: The role of tourism inexperience and uncertainty
Minnaert, L. (2013) · Tourism Management · doi:10.1016/j.tourman.2013.07.002 · Cited by 71 · see citing works
Kumar, P., Mishra, J. M., & Rao, Y. V. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2021.1921713 · Cited by 68 · see citing works
Coase, R. H. (1995) · doi:10.1007/978-1-349-24002-9_3 · Cited by 67 · see citing works
A framework for island destination competitiveness – perspectives from the island of Malta
Azzopardi, E., & Nash, R. J. (2015) · Current Issues in Tourism · doi:10.1080/13683500.2015.1025723 · Cited by 66 · see citing works
Measuring the impacts of travel influencers on bicycle travellers
Aşan, K. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2021.1914004 · Cited by 59 · see citing works
Yılmaz, M. Y., Sezerel, H., & Uzuner, Y. (2020) · Current Issues in Tourism · doi:10.1080/13683500.2020.1763270 · Cited by 51 · see citing works
Online travel insurance purchase intention : a transaction cost perspective
Yu, T., & Chen, T.-J. (2018) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2018.1486781 · Cited by 34 · see citing works
(2017) · Global Journal of Business Disciplines · doi:10.47177/gjbd.01.02.2017.089 · Cited by 33 · see citing works
Hardy, J. (2021) · Routledge eBooks · doi:10.4324/9781315641065 · Cited by 32 · see citing works
Beilharz, F. (2021) · Haufe eBooks · doi:10.34157/9783648147870-29 · Cited by 20 · see citing works
The role of tourism in personal nationalism: A case study
Tinson, J. S., & Saren, M. (2022) · Tourism Management · doi:10.1016/j.tourman.2022.104612 · Cited by 14 · see citing works
Kouropalatis, Y., Zenker, S., Morgan, R. E., & Lindgreen, A. (2023) · Journal of Travel Research · doi:10.1177/00472875231164986 · Cited by 7 · see citing works
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Luo, Z., Wang, L., & Liu, H. (2025) · Journal of Travel Research · doi:10.1177/00472875251322514 · Cited by 29 · see citing works
“Influencer endorsement is a common way to improve tourism marketing (Guo et al., 2024; Kapoor et al., 2021; Saleh, 2023).”
Bahar, V. S., & Hasan, M. (2024) · Information Technology and People · doi:10.1108/itp-05-2023-0421 · Cited by 22 · see citing works
Pourazad, N., Stocchi, L., & Simmonds, L. (2025) · Information Technology & Tourism · doi:10.1007/s40558-025-00330-6 · Cited by 22 · see citing works
“For example, Kılıç et al. (2024) report that informative content from TSMIs, especially when it encompasses hygiene factors like in-depth destina - tion knowledge (Saleh 2023), can persuade individuals to engage in volunteer tour - ism.”
InfluentialUnderstanding travel influencers’ video on instagram: A transfer learning approach
Son, H., & Park, Y. E. (2025) · Tourism Management · doi:10.1016/j.tourman.2025.105168 · Cited by 18 · see citing works
Impact of social media influencer content on generation Z sustainable tourism choices
Rajput, A., & Gandhi, A. (2025) · Discover Sustainability · doi:10.1007/s43621-025-02004-z · Cited by 17 · see citing works
“GIC, based on value congruence, transparency, and lived experience, fosters trust and credibility [6, 27].”
Al‐Romeedy, B. S. (2024) · Advances in hospitality, tourism and the services industry (AHTSI) book series · doi:10.4018/979-8-3693-3286-3.ch010 · Cited by 6 · see citing works
Chen, C.-W., Chih, M., & Nguyen, D. T. T. (2025) · Tourism Review · doi:10.1108/tr-03-2025-0318 · Cited by 6 · see citing works
Raza, M., Khalid, R., & Selem, K. M. (2025) · Tourism Recreation Research · doi:10.1080/02508281.2025.2538243 · Cited by 4 · see citing works
“Moreover, destination credibility refers to the extent to which destinations are redeemed as credible, reliable, trustworthy, and capable of fulfilling their promises and communication outcomes by stakeholders with a mediation factor that impacts tourist decision-making (Saleh, 2025).”
Rasty, F., Hollebeek, L. D., Lim, W. M., & Parts, O. (2026) · Journal of Travel Research · doi:10.1177/00472875261434211 · Cited by 3 · see citing works
Travel influencers in tourism and hospitality: a narrative review and future research agenda
Zhao, Z., Cheng, M., Huang, L., & Waluyo, L. S. (2026) · Asia Pacific Journal of Tourism Research · doi:10.1080/10941665.2026.2622400 · Cited by 2 · see citing works
“Saleh (2025) conducted the only qualitative study on the topic.”
Zhang, Z., Li, C., & Zhang, H. (2026) · Tourism Management · doi:10.1016/j.tourman.2026.105448 · Cited by 2 · see citing works
Nguyen, P. D. (2026) · International Journal of Tourism Cities · doi:10.1080/20565607.2026.2672765
Social media influencers in family travel: positioning patterns and types of appeal
Nella, A., Stergiou, D. P., & Theodoridis, P. K. (2026) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-08-2025-1015
Jung, S., Singh, S., & Chen, J. (2026) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-01-2026-0022
Xu, S., & Chen, S. X. (2026) · Tourism Management Perspectives · doi:10.1016/j.tmp.2026.101530
- Authors
- Saleh, M. I.
- Affiliations
- St Petersburg University (RU)
- Corresponding author
- Saleh, Mahmoud Ibraheam
- Venue
- Journal of Travel Research
- Publisher
- SAGE Publications
- Published
- 2023-12-12
- Volume
- 64
- Issue
- 2
- Pages
- 408-426
- ISSN
- 0047-2875 (ISSN-L)
- 1552-6763
- OpenAlex
- W4389616119
- Cited by
- 15
- References
- 64
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 2
- FWCI
- 6.47
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Travel Research (publishedVersion)
- Funders
- saint petersburg state university (EGY-0026/20.)
- Topics
- Social Sciences › Sociology and Political Science › Digital Marketing and Social Media
- Social Sciences › Sociology and Political Science › Diverse Aspects of Tourism Research
- Social Sciences › Business, Management and Accounting › Marketing › Marketing and Advertising Strategies
- Keywords
- influencer marketing, transaction cost economics, tourism marketing, information search costs, influencer credibility, trip planning
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