Mapping the Media Agenda on Sumatran Tigers in Indonesia (2020–2025)

Authors

  • Abyzan Syahadin Bagja Dahana Universitas Gadjah Mada
  • Erika Febri Astuti Universitas Negeri Malang

DOI:

https://doi.org/10.17977/um087v3i22026p147-166

Keywords:

media agenda, Sumatran tiger, human–wildlife conflict, wildlife conservation, topic modeling

Abstract

The media agenda concerning wildlife can shape which aspects of conservation become visible to the public. This study examines how Sumatran tigers are represented in the Indonesian online news media agenda during 2020–2025 and identifies the issues that receive the greatest attention. A computational content analysis is conducted on 1,236 news articles collected from four Indonesian online media outlets: Antara News, Bisnis, Detik, and Mongabay Indonesia. Articles are collected through web scraping and analyzed using Non-Negative Matrix Factorization-based topic modeling. The optimal model consists of ten topics, which are substantively interpreted and grouped into five issues: human–tiger conflict, wildlife conflict mitigation and handling, conservation and natural habitat, threats and law enforcement, and ex situ conservation and wildlife management. Human–tiger conflict is the most salient issue, while conflict-related coverage and subsequent mitigation account for more than half of the corpus. Media attention fluctuates across the study period and varies across outlets, with Detik emphasizing conflict and Mongabay Indonesia emphasizing conservation and natural habitat. The findings indicate that Sumatran tigers are most visible in news coverage when their presence intersects directly with human activities, safety, and conflict-related responses.

References

Adu, S. J., Salampessy, M. L., & Iskandar, S. (2019). Persepsi masyarakat terhadap konservasi harimau sumatera (Panthera tigris sumatrae) di Taman Nasional Kerinci Seblat (Studi kasus Desa Pungut Mudik dan Desa Pungut Hilir). Jurnal Nusal Sylva, 19(1), 22–29. https://doi.org/10.31938/jns.v19i1.233

Agustin, H., Hidayat, D. R., Supriadi, D., & Aunillah, R. (2022). The media verification of hoaxes about human-crocodile conflicts. Jurnal Komunikasi Ikatan Sarjana Komunikasi Indonesia, 7(1), 101–111. https://doi.org/10.25008/jkiski.v7i1.666

Alfajri, A., Richasdy, D., & Bijaksana, M. A. (2022). Topic modelling using Non-Negative Matrix Factorization (NMF) for Telkom University entry selection from Instagram comments. Journal of Computer System and Informatics (JoSYC), 3(4), 485–492. https://doi.org/10.47065/josyc.v3i4.2212

Andelin, L. D. T. N., Agustin, H., & Basith, A. A. (2021). Pola pemberitaan konservasi Harimau Sumatera di media massa online. Jurnal Kajian Jurnalisme, 5(1), 81–97. https://doi.org/10.24198/jkj.v5i1.31699

Ardani, A., Tsuraya, A. G., Utami, D., & Turisma, G. L. A. (2025). The role of mass media in influencing the public policy process. Cakra Communico: Journal of Communication Science, 2(2), 59–66. https://doi.org/10.17977/um087v2i2202559-66

Ardiantiono, A., Alfarisi, A. M., Ishaq, Y., Wijaya, R., Septian, R., & Hadi, A. N. (2022). Analisis konten pemberitaan interaksi manusia-satwa predator di Indonesia. Jurnal Belantara, 5(2), 153–168. https://doi.org/10.29303/jbl.v5i2.874

Bhatia, S., Athreya, V., Grenyer, R., & Macdonald, D. W. (2013). Understanding the role of representations of human–leopard conflict in Mumbai through media‐content analysis. Conservation Biology, 27(3), 588–594. https://doi.org/10.1111/cobi.12037

Chang, S.-H., Ko, Y. J., & Davis, S. (2026). Agenda setting of sports news in mainstream media during a crisis: A two-stage topic modeling analysis. International Journal of Sport Communication, 19(2), 169–182. https://doi.org/10.1123/ijsc.2026-0002

Chee, E. A. E., & Saleh, M. S. M. (2023). Pelaporan isu harimau Malaya dalam New Straits Times dan The Malay Mail. Jurnal Pengajian Media Malaysia, 25(1), 81–94. https://doi.org/10.22452/jpmm.vol25no1.7

CNBC Indonesia. (2025, December 6). Menhut Raja Juli buka data deforestasi hutan RI, faktanya: Makin parah. CNBC Indonesia. https://www.cnbcindonesia.com/research/20251206032341-128-691644/menhut-raja-juli-buka-data-deforestasi-hutan-ri-faktanya-makin-parah

Delibes-Mateos, M. (2020). Wolf media coverage in the region of Castilla y León (Spain): Variations over time and in two contrasting socio-ecological settings. Animals, 10(4), 736. https://doi.org/10.3390/ani10040736

Fadly, M., Yoza, D., & Darlis, V. V. (2023). Pola perilaku harimau Sumatera (Panthera tigris sumatrae) di pusat rehabilitasi harimau Sumatera Dharmasraya (PR-HSD) Arsari dalam kawasan PT. Tidar Kerinci Agung, Sumatera Barat. Hutan Tropika, 18(1), 90–98. https://doi.org/10.36873/jht.v18i1.8137

Goodrich, J., Wibisono, H., Miquelle, D., Lynam, A. J., Sanderson, E., Chapman, S., Gray, T. N. E., Chanchani, P., & Harihar, A. (2022). Panthera tigris. The IUCN Red List of Threatened Species 2022. https://doi.org/10.2305/IUCN.UK.2022-1.RLTS.T15955A214862019.en

Hadadi, O. H., Hartono, H., & Haryono, E. (2015). Analisis potensi habitat dan koridor harimau Sumatera di kawasan Hutan Lindung Bukit Batabuh, Kabupaten Kuantan Singingi, Provinsi Riau. Majalah Geografi Indonesia, 29(1), 40–50. https://doi.org/10.22146/mgi.13097

Hughes, C., Foote, L., Yarmey, N. T., Hwang, C., Thorlakson, J., & Nielsen, S. (2020). From human invaders to problem bears: A media content analysis of grizzly bear conservation. Conservation Science and Practice, 2(4), 1–11. https://doi.org/10.1111/csp2.176

Khoirunnisa, A., Udiana, A. D., & Zahra, N. Z. (2025). The role of mass media in shaping public opinion after the 2024 election. Cakra Communico: Journal of Communication Science, 2(1), 1–10. https://doi.org/10.17977/um087v2i120251-10

Korenčić, D., Ristov, S., & Šnajder, J. (2015). Getting the agenda right. Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 61–66. https://doi.org/10.1145/2809936.2809942

Kubiatko, M., & Balatova, K. (2016). The lower secondary school pupils’ attitudes toward and knowledge about water birds. EURASIA Journal of Mathematics, Science and Technology Education, 13(5), 1161–1176. https://doi.org/10.12973/eurasia.2017.00665a

Mainuru, M. Z. L., Rehatta, V. J. B., & Daties, D. R. A. (2024). Perlindungan harimau Sumatera menurut Convention on International Trade in Endangered Species of Wild Fauna and Flora (CITES) 1963. Tatohi: Jurnal Ilmu Hukum, 3(11), 1082–1093. https://doi.org/10.47268/tatohi.v3i11.2100

Maskat, R., Shaharudin, S. M., Witarsyah, D., & Mahdin, H. (2023). A survey on forms of visualization and tools used in topic modelling. JOIV: International Journal on Informatics Visualization, 7(2), 517. https://doi.org/10.30630/joiv.7.2.1313

Maurer, G., Chandelier, M., Mulot, B., & Gimenez, O. (2024). Polarized media coverage of conflicting, yet emblematic species: The ambivalent portrayal of the Asian elephant. Biological Conservation, 289, 110391. https://doi.org/10.1016/j.biocon.2023.110391

McCombs, M. (2014). Setting the Agenda: The mass media and public opinion (2nd ed.). Polity Press.

McCombs, M., & Ghanem, S. I. (2001). The convergence of agenda setting and framing. In S. D. Reese, Jr. Gandy, & A. E. Grant (Eds.), Framing public life: Perspectives on media and our understanding of the social world (pp. 67–82). Routledge. https://doi.org/10.4324/9781410605689

McCombs, M., & Shaw, D. (2016). The Agenda-Setting function of mass media. In D. Protess & M. E. McCombs (Eds.), Agenda Setting: Readings on media, public opinion, and policymaking. Routledge. https://doi.org/10.4324/9781315538389

Nasionalita, K. (2014). Relevansi Teori Agenda Setting dalam dunia tanpa batas. Jurnal Ilmiah Komunikasi Makna, 5(2), 156–164. https://doi.org/10.30659/jikm.5.2.156-164

Nasionalita, K., & Nugroho, C. (2020). Media agenda on Yogyakarta Sultanate succession. Jurnal Kajian Jurnalisme, 4(1), 61–74. https://doi.org/10.24198/jkj.v4i1.24071

Nikolenko, S. I., Koltcov, S., & Koltsova, O. (2017). Topic modelling for qualitative studies. Journal of Information Science, 43(1), 88–102. https://doi.org/10.1177/0165551515617393

Paiman, A., Anggraini, R., & Maijunita, M. (2018). Faktor kerusakan habitat dan sumber air terhadap populasi harimau Sumatera (Panthera tigris sumatrae Pocock, 1929) di Seksi Pengelolaan Taman Nasional (SPTN) Wilayah III Taman Nasional Sembilang. Jurnal Silva Tropika, 2(2), 22–28. https://doi.org/10.22437/jsilvtrop.v2i2.5231

Patana, P., Saputri, M. W., & Marpatasino, K. (2021). The occurrence of Sumatran tiger (Panthera tigris sumatrae) in an industrial plantation forest area, North Sumatra, Indonesia. Indonesian Journal of Applied Environmental Studies, 2(1), 47–51. https://doi.org/10.33751/injast.v2i1.3079

Rahman, A., Agustin, H., & Mulyani, H. S. (2024). Critical discourse analysis of news reporting on human-tiger conflict in Riau Province. Jurnal Kajian Jurnalisme, 7(2), 158–174. https://doi.org/10.24198/jkj.v7i2.50292

Ratmono, D., & Dita, R. (2023). Jurnalisme lingkungan pada foto berita di media online. Jurnal ISIP: Jurnal Ilmu Sosial Dan Ilmu Politik, 18(2), 90–100. https://doi.org/10.36451/jisip.v18i2.57

Selni, M., Mangunjaya, F. M., Praharawati, G., Tjamin, Y. R., & Bahagia, B. (2021). Pengetahuan, persepsi dan sikap masyarakat terhadap keinginan untuk melakukan konservasi hewan liar yang terancam punah. Edukatif: Jurnal Ilmu Pendidikan, 3(4), 1808–1820. https://doi.org/10.31004/edukatif.v3i4.579

Suryanda, A., Komala, R., & Rahmawati, S. (2017). Sikap masyarakat di Desa Batu Busuk, Sumatera Barat terhadap konservasi harimau Sumatera (Panthera tigris sumatrae) berdasarkan pengetahuannya. Biosfer: Jurnal Pendidikan Biologi, 10(2), 73–81. https://doi.org/10.21009/biosferjpb.10-2.9

Widyawati, A. (2026). Konstruksi realitas media online terhadap isu konservasi gajah sumatra: Analisis framing model Entman pada Tempo.co dan Kompas.com. SENTRI: Jurnal Riset Ilmiah, 5(2), 2141–2150. https://doi.org/10.55681/sentri.v5i2.5692

Wu, K. (2021). Agenda-setting in cross-national coverage of COVID-19: An analysis of elite newspapers in US and China with topic modeling. Online Journal of Communication and Media Technologies, 11(4), e202116. https://doi.org/10.30935/ojcmt/11083

Xu, Y., Zhang, Y., Sun, Y., & Zhou, H. (2025). An adaptive method for determining the optimal number of topics in topic modeling. PeerJ Computer Science, 11, e2723. https://doi.org/10.7717/peerj-cs.2723

Yolanda, Y., Rusdi, R., & Supiyani, A. (2017). Kajian kesejahteraan harimau Sumatera pada konservasi ex situ di Taman Margasatwa Ragunan dan Taman Margasatwa Bandung. Bioma, 13(2), 100–107. https://doi.org/10.21009/Bioma13(2).6

Zaharani, A., Latifah, M., Zaryanti, R., Fajrina, S., & Razak, A. (2024). Kajian perilaku harimau Sumatera (Panthera tigris sumatrae). Journal Bionatural, 11(2), 103–109. https://ejournal.uncm.ac.id/index.php/bio/article/view/1190

Zoya, Latif, S., Shafait, F., & Latif, R. (2021). Analyzing LDA and NMF topic models for Urdu tweets via automatic labeling. IEEE Access, 9, 127531–127547. https://doi.org/10.1109/ACCESS.2021.3112620

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Published

2026-10-26

How to Cite

Dahana, A. S. B., & Astuti, E. F. (2026). Mapping the Media Agenda on Sumatran Tigers in Indonesia (2020–2025). Cakra Communico: Journal of Communication Science, 3(2), 147–166. https://doi.org/10.17977/um087v3i22026p147-166

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