Digital Discourse And Cultural Narratives: A Corpus-Based Analysis Of Coffee Tourism In Indonesia On Twitter

Authors

  • Moch Fuad Nasvian Universitas Muhammadiyah Malang
  • Hamdan Nafiatur Rosyida Universitas Muhammadiyah Malang
  • Christian Sri Kusuma Aditya Universitas Muhammadiyah Malang https://orcid.org/0000-0001-8736-3397

DOI:

https://doi.org/10.18326/inject.v10i1.4434

Keywords:

Coffee tourism, Computational Content Analysis, Public Discourse, Social Media, User-Generated Content

Abstract

Public discourse on social media can provide marketing communication strategists with deeper insights for crafting relevant and relatable content. This study explores how Indonesian Twitter users discursively construct narratives around coffee tourism through user-generated content (UGC). Using a corpus of 37,553 tweets posted between February 2024 and January 2025, the study applies computational content analysis, including keyword-in-context (KWIC), co-occurrence mapping, and collocate analysis via Voyant Tools. The findings show that the term “kopi” (coffee) frequently appears alongside affective and experiential keywords such as “enak” (delicious), “liburan” (holiday), and “kebun” (plantation), reflecting coffee’s symbolic role in leisure, identity, and place-making. These discursive patterns highlight the shift from traditional promotion to participatory tourism storytelling. This study contributes to communication scholarship by illustrating how digital discourse reflects public meaning-making, and offers practical insights for destination branding through audience-centered content strategies rooted in cultural and emotional resonance.

References

Baker, P. (2023). Using corpora in discourse analysis (Second edition). Bloomsbury Academic. https://doi.org/10.5040/9781350083783

Bramwell, B., & Lane, B. (2011). Critical research on the governance of tourism and sustainability. Journal of Sustainable Tourism, 19(4–5), 411–421. https://doi.org/10.1080/09669582.2011.580586

Causing, A. M., Wang, Y.-C., & Gibson, H. (2025). Taste a Cup of Community Resilience: A Case of Coffee Leisure Farms in the Cordillera Administrative Region in the Philippines. Journal of Hospitality & Tourism Cases, 13(2), 85–94. https://doi.org/10.1177/21649987241270518

Chen, L.-H., Wang, M.-J. S., & Morrison, A. M. (2021). Extending the memorable tourism experience model: A study of coffee tourism in Vietnam. British Food Journal, 123(6), 2235–2257. https://doi.org/10.1108/BFJ-08-2020-0748

Chen, L.-H., Wang, M.-J. (Sebrina), Morrison, A. M., Ting, H., & Yeap, J. A. L. (2021). Guest editorial. International Journal of Culture, Tourism and Hospitality Research, 15(3), 285–289. https://doi.org/10.1108/IJCTHR-08-2021-298

Chloridiany, A. (2021). Social Media Marketing Strategy of Indonesian Tourism in The Time of Pandemic. E-Journal of Tourism, 1. https://doi.org/10.24922/eot.v8i1.71445

Christou, E. (2016). Social Media in Travel, Tourism and Hospitality: Theory, Practice and Cases (M. Sigala, Ed.; 0 ed.). Routledge. https://doi.org/10.4324/9781315609515

Degarege, G. A., & Lovelock, B. (2021). Institutional barriers to coffee tourism development: Insights from Ethiopia – the birthplace of coffee. International Journal of Culture, Tourism and Hospitality Research, 15(3), 428–442. https://doi.org/10.1108/IJCTHR-11-2020-0273

Dinis, M. G., Melo, C. S., & Sousa, J. M. B. M. (2021). Coffee tourism in Portugal: An attraction case study. International Journal of Culture, Tourism and Hospitality Research, 15(3), 399–412. https://doi.org/10.1108/IJCTHR-08-2020-0194

Dzulfikar Ihtifazhudin Zaky & Izza Mafruhah. (2024). The Role of Social Media Review Intensity in Mediating the Influence of Perceived Usefulness and Trust on Tourists’ Intention to Visit Beaches in Yogyakarta. Journal of Business and Management Studies, 6(4), 112–120. https://doi.org/10.32996/jbms.2024.6.4.10

E. Kastenholz, M. J. Carneiro, & C. P. Marques. (2012). Marketing the rural tourism experience. Journal of Place Management and Development, 5(3), 231–243. https://doi.org/10.1108/17538331211268204

Fatimah, T. S., Hurriyati, R., & Hendrayati, H. (2024). The Influence of Electronic Word of Mouth, Image of Destinations, and Tourist Facilities on the Decision to Visit at Sari Ater Hotel and Resort Subang West Java. In R. Hurriyati, L. A. Wibowo, A. G. Abdullah, Sulastri, Lisnawati, & Y. Murtadlo (Eds.), Proceedings of the 7th Global Conference on Business, Management, and Entrepreneurship (GCBME 2022) (Vol. 255, pp. 481–488). Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-234-7_48

Hjalager, A.-M. (with Richards, G.). (2002). Tourism and Gastronomy. Routledge.

Hua, Y., Ding, L., Dong, H., & Lin, Z. (2024). Influence of User‐Generated Content ( UGC ) in Social Media on the Intangible Cultural Heritage Preservation of Gen Z Tourists in the Digital Economy Era. International Journal of Tourism Research, 26(5), e2743. https://doi.org/10.1002/jtr.2743

Hussain, A., Li, M., Kanwel, S., Asif, M., Jameel, A., & Hwang, J. (2023). Impact of Tourism Satisfaction and Service Quality on Destination Loyalty: A Structural Equation Modeling Approach concerning China Resort Hotels. Sustainability, 15(9), 7713. https://doi.org/10.3390/su15097713

Ilham Satria, D., Yusra, M., & Hilmi, H. (2021). COFFEE TOURISM DEVELOPMENT STRATEGY BASED ON LOCAL CULTURE AS AN EFFORT TO INCREASE INCOME DURING THE COVID 19 PANDEMIC IN ACEH CENTRAL REGENCY. International Journal of Educational Review, Law And Social Sciences (IJERLAS), 1(2), 197–206. https://doi.org/10.54443/ijerlas.v1i2.88

Jamu, M. E., & Sari, S. P. (2022). The Effect of Electronic Word of Mouth on Social Media and The Attraction of Bena Traditional Village Tourism on Tourist Visiting Decisions. SENTRALISASI, 11(1), 37–48. https://doi.org/10.33506/sl.v11i1.1534

Khan, A., Senin, A. A., Zulfiqar, U., & Ashfaq, J. (2022). Influence of User Generated Content (UGC) on Tourist Satisfaction in Pre-Purchase Period of Tourism in Pakistan. International Journal of Academic Research in Business and Social Sciences, 12(1), Pages 2512-2522. https://doi.org/10.6007/IJARBSS/v12-i1/12237

Kim, W., Kim, S.-B., & Park, E. (2021). Mapping Tourists’ Destination (Dis)Satisfaction Attributes with User-Generated Content. Sustainability, 13(22), 12650. https://doi.org/10.3390/su132212650

Kittichotsatsawat, Y., Jangkrajarng, V., & Tippayawong, K. Y. (2021). Enhancing Coffee Supply Chain towards Sustainable Growth with Big Data and Modern Agricultural Technologies. Sustainability, 13(8), 4593. https://doi.org/10.3390/su13084593

Kredens, C., & Vogt, C. A. (2023). A user-generated content analysis of tourists at wildlife tourism attractions. Frontiers in Sustainable Tourism, 2, 1090749. https://doi.org/10.3389/frsut.2023.1090749

Krippendorff, K. (2019). Content analysis: An introduction to its methodology (Fourth edition). SAGE.

Kurnianto, M., & Dhewi, T. S. (2022). Social Media Marketing On Brand Equity Of L’sima Tourism, Intermediating Role: Electronic Word Of Mouth. Journal of Business and Management Review, 3(1), 031–044. https://doi.org/10.47153/jbmr31.2712022

Lamba, M., & Madhusudhan, M. (2022). Text mining for information professionals: An uncharted territory. Springer.

Leanne Townsend & Claire Wallace. (2016). Social media research: A guide to ethics. University of Aberdeen.

Litvin, S. W., Goldsmith, R. E., & Pan, B. (2008). Electronic word-of-mouth in hospitality and tourism management. Tourism Management, 29(3), 458–468. https://doi.org/10.1016/j.tourman.2007.05.011

Liu, H., Jayawardhena, C., Osburg, V.-S., Yoganathan, V., & Cartwright, S. (2021). Social sharing of consumption emotion in electronic word of mouth (eWOM): A cross-media perspective. Journal of Business Research, 132, 208–220. https://doi.org/10.1016/j.jbusres.2021.04.030

Liu, Y., Cheng, J., & Lyu, Y. (2022). Exploring tourism networks in the Guangxi mountainous area using mobility data from user generated content. Journal of Mountain Science, 19(2), 322–337. https://doi.org/10.1007/s11629-021-6883-3

Madhyamapurush, W. (2023). Analysis on factors affecting tourist involvement in coffee tourism after the COVID-19 pandemic in Thailand. F1000Research, 11, 1269. https://doi.org/10.12688/f1000research.123759.2

Maspul, K. A. (2024). Exploring Ho Chi Minh City’s Coffee Value Chain through the Unique Intersection of Specialty Coffee and Tourism. Khazanah Sosial, 6(1), 60–70. https://doi.org/10.15575/ks.v6i1.33762

McEnery, T., & Hardie, A. (2012). Corpus linguistics: Method, theory and practice. Cambridge University Press.

Neuendorf, K. A. (2017). The content analysis guidebook (Second edition). SAGE.

Partington, A. (2003). The Linguistics of Political Argument (0 ed.). Routledge. https://doi.org/10.4324/9780203218259

Pasquinelli, C., & Trunfio, M. (2022). The missing link between overtourism and post-pandemic tourism. Framing Twitter debate on the Italian tourism crisis. Journal of Place Management and Development, 15(3), 229–247. https://doi.org/10.1108/JPMD-07-2020-0073

Pine, B. J., & Gilmore, J. H. (2011). The experience economy (Updated ed). Harvard Business Review Press.

Purnama Harahap, E., Dwi Purnomo, H., Iriani, A., Sembiring, I., & Nurtino, T. (2024). Trends in sentiment of Twitter users towards Indonesian tourism: Analysis with the k-nearest neighbor method. Computer Science and Information Technologies, 5(1), 19–28. https://doi.org/10.11591/csit.v5i1.p19-28

Rahjasa, S. L., Prasasti, G., & Apriliani, K. M. (2024). How Travel Influencer and Social Media Influence Tourist Travel Decision to Ubud. TRJ Tourism Research Journal, 8(1), 127. https://doi.org/10.30647/trj.v8i1.243

Rahmawati, A., Tutiasri, R., & Febriyanti, S. (2024). Curating culture: Instagram and the visual representation of heritage tourism in Surabaya. Jurnal Studi Komunikasi (Indonesian Journal of Communications Studies), 8(1), 082–091. https://doi.org/10.25139/jsk.v8i1.6785

Richards, G. (2011). Creativity and tourism. Annals of Tourism Research, 38(4), 1225–1253. https://doi.org/10.1016/j.annals.2011.07.008

Rohaendi, N., & Herlinawati, H. (2024). Developing sustainable geotourism as post-mining land use programs in Indonesia. Journal of Degraded and Mining Lands Management, 11(2), 5181–5193. https://doi.org/10.15243/jdmlm.2024.112.5181

S. Sinclair & G. Rockwell. (2022). Voyant Tools (Version 2.6.2) [Computer software].

Sagantoro, R., Widayanto, W., & Wijayanto, A. (2023). The mediating role of electronic word-of-mouth on the relationship between tourism product quality, service quality and tourist revisit intention: A case study. International Journal of Advances in Social and Economics, 4(3), 72–79. https://doi.org/10.33122/ijase.v4i3.230

Santos, S. (2023). Tourists’ Engagement on Tourism Organizations’ Facebook Pages: The Role of User-Generated Content. International Conference on Tourism Research, 6(1), 283–291. https://doi.org/10.34190/ictr.6.1.1164

Satifa Putri, Y., & Widyastuti, H. (2023). The Effect of Electronic Word of Mouth, Destination Image on Tourist Visiting Decisions at Nagari Tuo Pariangan Tourism Object. TIJAB (The International Journal of Applied Business), 7(1), 104–114. https://doi.org/10.20473/tijab.v7.I1.2023.43333

Seijas-Díaz, J., Martell-Alfaro, K., Barbachan-Ruales, E., Torres-Silva, C., & Rengifo-Amasifen, R. (2023). Electronic word-of-mouth associated with customer loyalty in the Peruvian tourism sector. Revista Interamericana de Ambiente y Turismo, 19(1), 59–67. https://doi.org/10.4067/S0718-235X2023000100059

Setiyorini, H., Chen, T., & Pryce, J. (2023). Seeing coffee tourism through the lens of coffee consumption: A critical review. European Journal of Tourism Research, 34, 3401. https://doi.org/10.54055/ejtr.v34i.2799

Silge, J., & Robinson, D. (2017). Text mining with R: A tidy approach. O’Reilly.

Sinclair, J., & Carter, R. (2004). Trust the text: Language, corpus and discourse. Routledge.

Tognini-Bonelli, E. (2001). Corpus linguistics at work. John Benjamins Publishing Company. https://doi.org/10.1075/scl.6

Vu, O. T. K., Alonso, A. D., Martens, W., Ha, L. D. T., Tran, T. D., & Nguyen, T. T. (2022). Hospitality and tourism development through coffee shop experiences in a leading coffee-producing nation. International Journal of Hospitality Management, 106, 103300. https://doi.org/10.1016/j.ijhm.2022.103300

Vuksanović, N., Demirović Bajrami, D., Petrović, M. D., Radovanović, M. M., Malinović-Milićević, S., Radosavac, A., Obradović, V., & Ergović Ravančić, M. (2024). The Role of Culinary Tourism in Local Marketplace Business—New Outlook in the Selected Developing Area. Agriculture, 14(1), 130. https://doi.org/10.3390/agriculture14010130

Wailmi, K., Mahmudin, T., Novedliani, R., Randi, R., & Samaduri, L. (2024). Dark Tourism as a Tourism and Culture Development Strategy in Indonesia. Reslaj : Religion Education Social Laa Roiba Journal, 6(3), 2191–2200. https://doi.org/10.47467/reslaj.v6i3.6054

Wearing, S., & Neil, J. (2000). Ecotourism: Impacts, potentials, and possibilities (Repr). Butterworth-Heinemann.

Wibisono, R. D., & Lale, J. (2024). The Impact of Social Media on Tourist Destination Choices: A Quantitative Analysis. OPSearch: American Journal of Open Research, 3(6), 141–146. https://doi.org/10.58811/opsearch.v3i6.116

Yeap, J. A. L., Ooi, S. K., Ara, H., & Said, M. F. (2021). Have coffee/tea, will travel: Assessing the inclination towards sustainable coffee and tea tourism among the green generations. International Journal of Culture, Tourism and Hospitality Research, 15(3), 384–398. https://doi.org/10.1108/IJCTHR-08-2020-0191

Yuwafi, H., Hakim, L., & Afandhi, A. (2023). Optimizing the Role of Stakeholders: Development of Coffee Gastronomic Tourism in Malang. HABITAT, 34(2), 119–131. https://doi.org/10.21776/ub.habitat.2023.034.2.11

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Published

2025-06-26

How to Cite

Fuad Nasvian, M., Rosyida, H. N., & Aditya, C. S. K. (2025). Digital Discourse And Cultural Narratives: A Corpus-Based Analysis Of Coffee Tourism In Indonesia On Twitter. INJECT (Interdisciplinary Journal of Communication), 10(1), 593–620. https://doi.org/10.18326/inject.v10i1.4434

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