Words as competitive assets
Linguistic strategies in Marrakech’s online reviews and promotional texts
DOI:
https://doi.org/10.32674/kckbct47Abstract
This mixed-methods study examines linguistic features in Marrakech's digital tourism discourse through analysis of 2,000 English-language reviews from TripAdvisor and Google (2022-2024) alongside official marketing texts. Using VADER sentiment analysis, thematic coding, and statistical techniques, the research explores associations between language use and tourist perceptions. While narrative reviews with cultural terminology ("riad," "medina") showed statistically higher ratings (4.3 vs 3.9/5, p < .001), linguistic features explained only 5-15% of rating variance. Demographic patterns emerged, with solo female travelers expressing 15% lower positivity, likely reflecting safety concerns rather than linguistic preferences. Marketing language showed modest correlations with engagement metrics, though causality cannot be established from this cross-sectional design. The findings challenge assumptions about linguistic optimization in tourism marketing, revealing that language plays a more limited role than commonly believed, with 85-95% of tourist satisfaction determined by non-linguistic factors. The study's English-only focus and correlational design limit generalizability, suggesting a need for experimental, multilingual research to better understand language's actual impact on tourism outcomes.
References
Abyre, A. (2022). Le marketing territorial comme moyen du développement d’une destination touristique: Cas de la région Marrakech-Safi. Revue Marocaine de Recherche en Management et Marketing, 14(1), 1–20. https://doi.org/10.48376/IMIST.PRSM/remarem-v14i1.30593
Abyre, A., & Elhissi, Y. (2021, March). The effect of Web 2.0 on the decision-making process: The case of Marrakech. In 2021 10th International Conference on Industrial Technology and Management (ICITM) (pp. 73–77). IEEE. https://doi.org/10.1109/ICITM52822.2021.00021
Aceron, R. M., Del Mundo, L. C., Restar, A. S. N., & Villanueva, D. M. (2018). Travel and tour preferences of millenials. Journal of Economics and Management Sciences, 1(2), 141–141. https://doi.org/10.30560/jems.v1n2p141
Ait Tejan, M. (2022). Les déterminants de l’acceptation d’un système d’information touristique (SIT): Étude empirique au sein du secteur hôtelier de la destination Marrakech. Études caribéennes, (51). https://doi.org/10.4000/etudescaribeennes.23783
Ali, T., Omar, B., & Soulaimane, K. (2022). Analyzing tourism reviews using an LDA topic-based sentiment analysis approach. MethodsX, 9, 101894. https://doi.org/10.1016/j.mex.2022.101894
Anfoud, M., & Karim, K. (2020). The attractiveness of territories in the digital era: Case of the city of Marrakech. Revue Marocaine de Recherche en Management et Marketing, 12(2), 60–81. https://doi.org/10.48376/IMIST.PRSM/remarem-v12i2.22083
Anubha, A., Narang, D., & Jain, M. K. (2023). Online travel reviews and tourist trust: A SOR perspective. Global Knowledge, Memory and Communication. https://doi.org/10.1108/GKMC-04-2023-0145
Baskin, E., & Liu, P. (2017). Impacts of language on consumer behavior. Advances in Consumer Research, 45, 47–51.
Bastiaansen, M., Straatman, S., Mitas, O., Stekelenburg, J., & Jansen, S. (2022). Emotion measurement in tourism destination marketing: A comparative electroencephalographic and behavioral study. Journal of Travel Research, 61(2), 252–264. https://doi.org/10.1177/0047287520981149
Brown, P., & Levinson, S. C. (1987). Politeness: Some universals in language usage. Cambridge University Press.
Buhalis, D., & Sinarta, Y. (2019). Real-time co-creation and nowness service: Lessons from tourism and hospitality. Journal of Travel & Tourism Marketing, 36(5), 563–582. https://doi.org/10.1080/10548408.2019.1592059
Chen, H., Wang, L., Zhang, X., Wei, W., & Lyu, J. (2024). Does linguistic diversity make destinations more sophisticated? Exploring the effects on destination personality. Journal of Destination Marketing & Management, 31, 100828. https://doi.org/10.1016/j.jdmm.2023.100828.
Chen, W., Xu, Z., Zheng, X., Yu, Q., & Luo, Y. (2020). Research on sentiment classification of online travel review text. Applied Sciences, 10(15), 5275. https://doi.org/10.3390/app10155275
Chu, M., Chen, Y., Yang, L., & Wang, J. (2022). Language interpretation in travel guidance platform: Text mining and sentiment analysis of TripAdvisor reviews. Frontiers in Psychology, 13, 1029945. https://doi.org/10.3389/fpsyg.2022.1029945
Dann, G. M. S. (1996). The language of tourism: A sociolinguistic perspective. CABI.
de la Hoz-Correa, A., & Muñoz-Leiva, F. (2019). The role of information sources and image on the intention to visit a medical tourism destination: A cross-cultural analysis. Journal of Travel & Tourism Marketing, 36(2), 204–219. https://doi.org/10.1080/10548408.2018.1507865
Fazzolari, M., & Petrocchi, M. (2018). A study on online travel reviews through intelligent data analysis. Information Technology & Tourism, 20(1), 37–58. https://doi.org/10.1007/s40558-018-0121-z
González-Rodríguez, M. R., Martínez-Torres, R., & Toral, S. (2016). Post-visit and pre-visit tourist destination image through eWOM sentiment analysis and perceived helpfulness. International Journal of Contemporary Hospitality Management, 28(11), 2609–2627. https://doi.org/10.1108/IJCHM-02-2015-0057
Green, M. C., & Appel, M. (2024). Narrative transportation: How stories shape how we see ourselves and the world. Advances in Experimental Social Psychology, 70, 1–82. https://doi.org/10.1016/bs.aesp.2024.03.002
Green, M. C., & Brock, T. C. (2000). The role of transportation in the persuasiveness of public narratives. Journal of Personality and Social Psychology, 79(5), 701–721. https://doi.org/10.1037/0022-3514.79.5.701
Guo, X., & Pesonen, J. A. (2022). The role of online travel reviews in evolving tourists’ perceived destination image. Scandinavian Journal of Hospitality and Tourism, 22(4–5), 372–392. https://doi.org/10.1080/15022250.2022.2112414
Guo, X., Pesonen, J., & Komppula, R. (2021). Comparing online travel review platforms as destination image information agents. Information Technology & Tourism, 23, 159–187. https://doi.org/10.1007/s40558-021-00201-w
Hadach, M., & Tebbaa, O. (2015). Les partenariats entre les acteurs du tourisme pour la mise en place de durabilité: Le cas de la région Marrakech Tensift Al Haouz, Maroc. La Revue Gestion et Organisation, 7(2), 69–76. https://doi.org/10.1016/j.rgo.2015.07.006
Halliday, M. A. K. (1985). An introduction to functional grammar. Edward Arnold.
Halliday, M. A. K., & Matthiessen, C. M. I. M. (2014). Halliday’s introduction to functional grammar (4th ed.). Routledge.
Happ, É., & Ivancsó-Horváth, Z. (2018). Digital tourism is the challenge of future – A new approach to tourism. Knowledge Horizons. Economics, 10(2), 9–16.
Hlee, S., Lee, H., & Koo, C. (2018). Hospitality and tourism online review research: A systematic analysis and heuristic-systematic model. Sustainability, 10(4), 1141. https://doi.org/10.3390/su10041141
Hornikx, J., Van Meurs, F., & Starren, M. (2007). An empirical study of readers’ associations with multilingual advertising: The case of French, German and Spanish in Dutch advertising. Journal of Multilingual and Multicultural Development, 28(3), 204–219. https://doi.org/10.2167/jmmd482.0
Hu, Y., & Kim, H. J. (2018). Positive and negative eWOM motivations and hotel customers’ eWOM behavior: Does personality matter? International Journal of Hospitality Management, 75, 27–37. https://doi.org/10.1016/j.ijhm.2018.03.004
Jackson, J. (Ed.). (2012). The Routledge handbook of language and intercultural communication. Routledge.
Li, Z., Huo, M., Huo, T., & Luo, H. (2024). Digital tourism research: A bibliometric visualisation review (2002–2023) and research agenda. Tourism Review, 79(2), 273–289. https://doi.org/10.1108/TR-03-2023-0176
Liu, Y., Hultman, M., Eisingerich, A. B., & Wei, X. (2020). How does brand loyalty interact with tourism destination? Exploring the effect of brand loyalty on place attachment. Annals of Tourism Research, 81, 102879. https://doi.org/10.1016/j.annals.2020.102879
Liu, Z., Lei, S. H., Guo, Y. L., & Zhou, Z. A. (2020). The interaction effect of online review language style and product type on consumers’ purchase intentions. Palgrave Communications, 6(1), 8. https://doi.org/10.1057/s41599-020-0387-6
Lonardi, S., Scholl-Grissemann, U., Peters, M., & Messner, N. (2024). Leveraging minority language in destination online marketing: Evidence from Alta Badia, Italy. Journal of Destination Marketing & Management, 31, 100857. https://doi.org/10.1016/j.jdmm.2024.100857
Luna, D., & Peracchio, L. A. (2001). Moderators of language effects in advertising to bilinguals: A psycholinguistic approach. Journal of Consumer Research, 28(2), 284–295. https://doi.org/10.1086/322903
Maci, S. M. (2020). English tourism discourse: Insights into the professional, promotional and digital language of tourism. Hoepli Editore.
Maci, S. M., Sala, M., & Vičič, Š. G. (2018). The language of tourism: An introduction to the topical issue. Scripta Manent, 12(1), 1–5.
Mariné-Roig, E. (2017). Measuring destination image through travel reviews in search engines. Sustainability, 9(8), 1425. https://doi.org/10.3390/su9081425
Mariné-Roig, E. (2022). Content analysis of online travel reviews. In U. Gretzel, W. Höpken, & M. Fuchs (Eds.), Handbook of e-Tourism (pp. 557–582). Springer. https://doi.org/10.1007/978-3-030-48652-5_31
Mariné-Roig, E., & Huertas, A. (2020). How safety affects destination image projected through online travel reviews. Journal of Destination Marketing & Management, 18, 100469. https://doi.org/10.1016/j.jdmm.2020.100469
Mariné-Roig, E., Martin-Fuentes, E., & Ferrer-Rosell, B. (2019). A framework for destination image analytics. In Information and Communication Technologies in Tourism 2019 (pp. 158–171). Springer. https://doi.org/10.1007/978-3-030-05940-8_13
Martin, J. R., & White, P. R. R. (2003). The language of evaluation: Appraisal in English. Palgrave Macmillan. https://doi.org/10.1057/9780230511910
Nawawi, I., Ilmawan, K. F., Maarif, M. R., & Syafrudin, M. (2024). Exploring tourist experience through online reviews using aspect-based sentiment analysis with zero-shot learning for hospitality service enhancement. Information, 15(8), 499. https://doi.org/10.3390/info15080499
Nederstigt, U., & Hilberink-Schulpen, B. (2018). Advertising in a foreign language or the consumers’ native language? Journal of International Consumer Marketing, 30(1), 2–13. https://doi.org/10.1080/08961530.2017.1363008
Nguyen, D. T. A., & Hsu, L. (2022). Exploring visit intention to India among Southeast Asian solo female travelers. Journal of Destination Marketing & Management, 25, 100725. https://doi.org/10.1016/j.jdmm.2022.100725
Okafor, L. E., Khalid, U., & Burzynska, K. (2022). The effect of migration on international tourism flows: The role of linguistic networks and common languages. Journal of Travel Research, 61(4), 818–836. https://doi.org/10.1177/00472875211008250
Orquin, J. L., & Holmqvist, K. (2018). Threats to the validity of eye-movement research in psychology. Behavior Research Methods, 50, 1645–1656. https://doi.org/10.3758/s13428-017-0998-z
Ouariti, O. Z., & Jebrane, E. M. (2020). The impact of transport infrastructure on tourism destination attractiveness: A case study of Marrakesh City, Morocco. African Journal of Hospitality, Tourism and Leisure, 9(2), 1–18.
Pachucki, C., Grohs, R., & Scholl-Grissemann, U. (2022). No story without a storyteller: The impact of the storyteller as a narrative element in online destination marketing. Journal of Travel Research, 61(8), 1703–1718. https://doi.org/10.1177/00472875211046052
Pencarelli, T. (2020). The digital revolution in the travel and tourism industry. Information Technology & Tourism, 22(3), 455–476. https://doi.org/10.1007/s40558-019-00160-3
Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 19, pp. 123–205). Academic Press. https://doi.org/10.1016/S0065-2601(08)60214-2
Salehan, M., & Kim, D. J. (2016). Predicting the performance of online consumer reviews: A sentiment mining approach to big data analytics. Decision Support Systems, 81, 30–40. https://doi.org/10.1016/j.dss.2015.10.006
Saura, J. R., Reyes-Menendez, A., & Palos-Sanchez, P. R. (2020). The digital tourism business: A systematic review of essential digital marketing strategies and trends. In Digital marketing strategies for tourism, hospitality, and airline industries (pp. 1–22). IGI Global. https://doi.org/10.4018/978-1-5225-9783-4.ch001
Selkani, I. (2021). The riads of Morocco as tourist accommodation products: Characteristics and potentialities. Revista Internacional de Turismo, Empresa y Territorio, 5(2), 42–60. https://doi.org/10.21071/riturem.v5i2.13679
Shin, S., Chung, N., Xiang, Z., & Koo, C. (2019). Assessing the impact of textual content concreteness on helpfulness in online travel reviews. Journal of Travel Research, 58(4), 579–593. https://doi.org/10.1177/0047287518768456
Simón, E. M. L. (2022). Recurrence, emotion and appropriateness in English and Spanish: The language of tourism on promotional websites. Revista de lenguas para fines específicos, 28(1), 75–90.
Souhail, A., & Darir, H. (2023). Cultural mediation in tourism: Online promotional travel guides as a case study. International Journal of Language and Literary Studies, 5(2), 89–100. https://doi.org/10.36892/ijlls.v5i2.1250
Stephan, E., & Sedikides, C. (2024). Mental time travel as self-affirmation. Personality and Social Psychology Review, 28(2), 181–208. https://doi.org/10.1177/10888683231203143
Su, L., Yang, Q., Swanson, S. R., & Chen, N. C. (2022). The impact of online reviews on destination trust and travel intention: The moderating role of online review trustworthiness. Journal of Vacation Marketing, 28(4), 406–423. https://doi.org/10.1177/13567667211063207
Sulaiman, M. Z. (2021). Creating favourable destination images across languages: Collaboration between tourism studies and translation studies? Current Issues in Tourism, 24(8), 1054–1057. https://doi.org/10.1080/13683500.2020.1764511
Ukpabi, D. C., & Karjaluoto, H. (2018). What drives travelers’ adoption of user-generated content? A literature review. Tourism Management Perspectives, 28, 251–273. https://doi.org/10.1016/j.tmp.2018.03.006
Vasconcelos, S., & Balula, A. (2019). Do you speak digital? A literature review on language and digital competences in tourism education. In Tourism in Southern and Eastern Europe (pp. 729–737). University of Rijeka, Faculty of Tourism and Hospitality Management. https://doi.org/10.20867/tosee.05.32
Wagner, L., & Minca, C. (2012). Negotiating Marrakech: Postcolonial travels in Morocco. In Culture and society in tourism contexts (Vol. 17, pp. 91–109). Emerald Group Publishing. https://doi.org/10.1108/S1571-5043(2012)0000017007
Wang, J., Feng, Y., Naghizade, E., Rashidi, L., Lim, K. H., & Lee, K. (2018, April). Happiness is a choice: Sentiment and activity-aware location recommendation. In Companion Proceedings of The Web Conference 2018 (pp. 1401–1405). ACM. https://doi.org/10.1145/3184558.3191583
Wong, J. Y., Lee, S. J., & Lee, W. H. (2016). ‘Does it really affect me?’ Tourism destination narratives, destination image, and the intention to visit: Examining the moderating effect of narrative transportation. International Journal of Tourism Research, 18(5), 458–468. https://doi.org/10.1002/jtr.2063
Wu, L., Shen, H., Fan, A., & Mattila, A. S. (2017). The impact of language style on consumers’ reactions to online reviews. Tourism Management, 59, 590–596. https://doi.org/10.1016/j.tourman.2016.09.006
Yrisarry, N., Neuberger, L., & Miller, A. N. (2019). Instructor response to uncivil behaviors in the classroom: An application of politeness theory. Journal of the Scholarship of Teaching and Learning, 19(4), 66–83. https://doi.org/10.14434/josotl.v19i4.24505
Zablocki, A., Schlegelmilch, B., & Houston, M. J. (2019). How valence, volume and variance of online reviews influence brand attitudes. AMS Review, 9(1–2), 61–77. https://doi.org/10.1007/s13162-018-0123-1
Zimu, F. (2023). Exploring the impact of cultural factors on consumer behavior in e-commerce: A cross-cultural analysis. Journal of Digitainability, Realism & Mastery (DREAM), 2(03), 31–36. https://doi.org/10.56982/dream.v2i03.90
Call for Special Issue Proposals 






