Measuring Asian Social Media Sentiments Toward Bat Exploitation

References

• Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Allen, T., Murray, K. A., Zambrana-Torrelio, C., Morse, S. S., Rondinini, C., Di Marco, M., Breit, N., Olival, K. J., & Daszak, P. (2017). Global hotspots and correlates of emerging zoonotic diseases. Nature Communications, 8(1), 1124–1126. https://doi.org/10.1038/s41467-017-00923-8
   PubMedGoogle Scholar
• Aziz, S. A., McConkey, K. R., Tanalgo, K., Sritongchuay, T., Low, M.-R., Yong, J. Y., Mildenstein, T. L., Nuevo-Diego, C. E., Lim, V.-C., & Racey, P. A. (2021). The critical importance of Old World fruit bats for healthy ecosystems and economies. Frontiers in Ecology and Evolution, 9, 1–29. https://doi.org/10.3389/fevo.2021.641411
   Web of Science ®Google Scholar
• Aziz, S. A., Olival, K. J., Bumrungsri, S., Richards, G. C., & Racey, P. A. (2016). The conflict between pteropodid bats and fruit growers: Species, legislation and mitigation. In C. C. Voigt & T. Kingston (Eds.), Bats in the Anthropocene: Conservation of bats in a changing world (pp. 377–426). Springer. https://doi.org/10.1007/978-3-319-25220-9_13
   Google Scholar
• Badwaik, N. K., & Rasweiler, J. J. (2000). Pregnancy. In E. G. Crichton & P. H. Krutzsch (Eds.), Reproductive biology of bats (pp. 221–293). Academic Press. https://doi.org/10.1016/B978-012195670-7/50007-2
   Google Scholar
• Bamman, D., O'Connor, B., & Smith, N. (2012). Censorship and deletion practices in Chinese social media. First Monday, 17(3). https://doi.org/10.5210/fm.v17i3.3943
   Google Scholar
• Benitez-Quiroz, C. F., Wilbur, R. B., & Martinez, A. M. (2016). The not face: A grammaticalization of facial expressions of emotion. Cognition, 150, 77–84. https://doi.org/10.1016/j.cognition.2016.02.004
   PubMed Web of Science ®Google Scholar
• Bicchieri, C., Muldoon, R., & Sontuoso, A. (2023, December 9). Social norms. In E. N. Zalta & U. Nodelman (Eds.), Stanford encyclopedia of philosophy. Stanford University. https://plato.stanford.edu/entries/social-norms/
   Google Scholar
• Boso, À, Álvarez, B., Pérez, B., Imio, J. C., Altamirano, A., & Lisón, F. (2021). Understanding human attitudes toward bats and the role of information and aesthetics to boost a positive response as a conservation tool. Animal Conservation, 24(6), 937–945. https://doi.org/10.1111/acv.12692
   PubMed Web of Science ®Google Scholar
• Brodie, J. F., Williams, S., & Garner, B. (2021). The decline of mammal functional and evolutionary diversity worldwide. Proceedings of the National Academy of Sciences, 118(3), e1921849118. https://doi.org/10.1073/pnas.1921849118
   PubMed Web of Science ®Google Scholar
• Carlson, C. J., Albery, G. F., Merow, C., Trisos, C. H., Zipfel, C. M., Eskew, E. A., Olival, K. J., Ross, N., & Bansal, S. (2022). Climate change increases cross-species viral transmission risk. Nature, 607(7919), 555–562. https://doi.org/10.1038/s41586-022-04788-w
   PubMed Web of Science ®Google Scholar
• Cattell, R. B. (1940). Sentiment or attitude? The core of a terminology problem in personality research. Journal of Personality, 9(1), 6–17. https://doi.org/10.1111/j.1467-6494.1940.tb02192.x
   Google Scholar
• DeSombre, E. R. (2018). Why good people do bad environmental things. Oxford University Press. https://doi.org/10.1093/oso/9780190636272.001.0001
   Google Scholar
• Dixon, S. (2022, September 16). Number of social media users worldwide from 2018 to 2027 (in billions). Statista. https://www.statista.com/statistics/278414/number-of-worldwide-social-network-users/
   Google Scholar
• Friedman, V. J., Wright, C. J., Molenaar, A., McCaffrey, T., Brennan, L., & Lim, M. S. (2022). The use of social media as a persuasive platform to facilitate nutrition and health behavior change in young adults: Web-based conversation study. Journal of Medical Internet Research, 24(5), 2–15. https://doi.org/10.2196/28063
   Web of Science ®Google Scholar
• Fujita, M., & Tuttle, M. (1991). Flying foxes (Chiroptera: Pteropodidae): Threatened animals of key ecological and economic importance. Conservation Biology, 5(4), 455–463. https://doi.org/10.1111/j.1523-1739.1991.tb00352.x
   Web of Science ®Google Scholar
• Gallego-Zamorano, J., Benítez-López, A., Santini, L., Hilbers, J. P., Huijbregts, M. A., & Schipper, A. M. (2020). Combined effects of land use and hunting on distributions of tropical mammals. Conservation Biology, 34(5), 1271–1280. https://doi.org/10.1111/cobi.13459
   PubMed Web of Science ®Google Scholar
• Guntuku, S. C., Li, M., Tay, L., & Ungar, L. (2019). Studying cultural differences in emoji usage across the East and the West. Proceedings of the International AAAI Conference on Web and Social Media, 13, 226–235. https://doi.org/10.1609/icwsm.v13i01.3224
   Google Scholar
• Hausmann, A., Toivonen, T., Fink, C., Heikinheimo, V., Kulkarni, R., Tenkanen, H., & Di Minin, E. (2020). Understanding sentiment of national park visitors from social media data. People and Nature, 2(3), 750–760. https://doi.org/10.1002/pan3.10130
   Google Scholar
• Hutson, A. M., Hutson, A. M., Mickleburgh, S. P., & Racey, P. A. (Comp.). (2001). Microchiropteran bats: Global status survey and conservation action plan. IUCN/SSC Chiroptera Specialist Group. IUCN. https://www.iucnbsg.org/uploads/6/5/0/9/6509077/csg_microbatactionplan_1.pdf
   Google Scholar
• IUCN. (2024, January 25). Regions. IUCN world commission on protected areas. https://www.iucn.org/our-union/commissions/world-commission-protected-areas/about/regions
   Google Scholar
• Kane, K., Chiru, C., & Ciuchete, S. G. (2012). Exploring the eco-attitudes and buying behavior of Facebook users. Amfiteatru Economic Journal, 14, 151–117.
   Web of Science ®Google Scholar
• Kingston, T. (2016). Cute, creepy, or crispy—How values, attitudes, and norms shape human behavior toward bats. In C. C. Voigt & T. Kingston (Eds.), Bats in the Anthropocene: Conservation of bats in a changing world (pp. 571–595). Springer. https://doi.org/10.1007/978-3-319-25220-9_18
   Google Scholar
• Kunz, T. H. (2013). Ecology of bats. Springer Science & Business Media. https://doi.org/10.1007/978-1-4613-3421-7
   Google Scholar
• Kunz, T. H., Braun de Torrez, E., Bauer, D., Lobova, T., & Fleming, T. H. (2011). Ecosystem services provided by bats. Annals of the New York Academy of Sciences, 1223(1), 1–38. https://doi.org/10.1111/j.1749-6632.2011.06004.x
   PubMedGoogle Scholar
• Low, M.-R., Hoong, W. Z., Shen, Z., Murugavel, B., Mariner, N., Paguntalan, L. M., Tanalgo, K., Aung, M. M., Sheherazade, Bansa, L. A., Sritongchuay, T., Preble, J. H., & Aziz, S. A. (2021). Bane or blessing? Reviewing cultural values of bats across the Asia-Pacific region. Journal of Ethnobiology, 41(1), 18–34. https://doi.org/10.2993/0278-0771-41.1.18
   Web of Science ®Google Scholar
• MacFarlane, D., & Rocha, R. (2020). Guidelines for communicating about bats to prevent persecution in the time of COVID-19. Biological Conservation, 248, 108650. https://doi.org/10.1016/j.biocon.2020.108650
   PubMed Web of Science ®Google Scholar
• Maxwell, S. L., Fuller, R. A., Brooks, T. M., & Watson, J. E. (2016). Biodiversity: The ravages of guns, nets and bulldozers. Nature, 536(7615), 143–145. https://doi.org/10.1038/536143a
   PubMed Web of Science ®Google Scholar
• Mickleburgh, S. P., Hutson, A. M., & Racey, P. A. (1992). Old world fruit bats: An action plan for their conservation. IUCN/SSC Chiroptera Specialist Group. IUCN. https://portals.iucn.org/library/efiles/documents/1992-034.pdf
   Google Scholar
• Mickleburgh, S., Waylen, K., & Racey, P. (2009). Bats as bushmeat: A global review. Oryx, 43(2), 217–234. https://doi.org/10.1017/S0030605308000938
   Web of Science ®Google Scholar
• Mildenstein, T., Tanshi, I., & Racey, P. A. (2016). Exploitation of bats for bushmeat and medicine. In C. C. Voigt & T. Kingston (Eds.), Bats in the Anthropocene: Conservation of bats in a changing world (pp. 325–375). Springer. https://doi.org/10.1007/978-3-319-25220-9_12
   Google Scholar
• Mizgajski, J., & Morzy, M. (2018). Affective Recommender Systems in online news industry: How emotions influence reading choices. User Modeling and User-Adapted Interaction, 29(2), 345–379. https://doi.org/10.1007/s11257-018-9face213-x
   Google Scholar
• Musila, S., Prokop, P., & Gichuki, N. (2018). Knowledge and perceptions of, and attitudes to, bats by people living around Arabuko-Sokoke Forest, Malindi-Kenya. Anthrozoös, 31(2), 247–262. https://doi.org/10.1080/08927936.2018.1434065
   Web of Science ®Google Scholar
• Myers, N., Mittermeier, R. A., Mittermeier, C. G., da Fonseca, G. A., & Kent, J. (2000). Biodiversity hotspots for conservation priorities. Nature, 403(6772), 853–858. https://doi.org/10.1038/35002501
   PubMed Web of Science ®Google Scholar
• Nanni, V., Mammola, S., Macías-Hernández, N., Castrogiovanni, A., Salgado, A. L., Lunghi, E., Ficetola, G. F., Modica, C., Alba, R., Spiriti, M. M., Holtze, S., de Mello, ÉM, De Mori, B., Biasetti, P., Chamberlain, D., & Manenti, R. (2022). Global response of conservationists across mass media likely constrained bat persecution due to COVID-19. Biological Conservation, 272, 109591. https://doi.org/10.1016/j.biocon.2022.109591
   PubMed Web of Science ®Google Scholar
• Petrosyan, A. (2023, August 30). Worldwide internet users by region 2022. Number of internet users worldwide from 2009 to 2022, by region (in millions). Statista. https://www.statista.com/statistics/265147/number-of-worldwide-internet-users-by-region/
   Google Scholar
• Rija, A. A., Critchlow, R., Thomas, C. D., & Beale, C. M. (2020). Global extent and drivers of mammal population declines in protected areas under illegal hunting pressure. PLoS ONE, 15(8). https://doi.org/10.1371/journal.pone.0227163
   PubMed Web of Science ®Google Scholar
• Ripple, W. J., Abernethy, K., Betts, M. G., Chapron, G., Dirzo, R., Galetti, M., Levi, T., Lindsey, P. A., Macdonald, D. W., Machovina, B., Newsome, T. M., Peres, C. A., Wallach, A. D., Wolf, C., & Young, H. (2016). Bushmeat hunting and extinction risk to the world's mammals. Royal Society Open Science, 3(10), 160498. https://doi.org/10.1098/rsos.160498
   PubMed Web of Science ®Google Scholar
• Rocha, R., Aziz, S. A., Brook, C. E., Carvalho, W. D., Cooper-Bohannon, R., Frick, W. F., Huang, J. C. C., Kingston, T., López-Baucells, A., Maas, B., Mathews, F., Medellin, R. A., Olival, K. J., Peel, A. J., Plowright, R. K., Razgour, O., Rebelo, H., Rodrigues, L., Rossiter, S. J., & Webala, P. W. (2020). Bat conservation and zoonotic disease risk: A research agenda to prevent misguided persecution in the aftermath of COVID-19. Animal Conservation, 24(3), 303–307. https://doi.org/10.1111/acv.12636
   Web of Science ®Google Scholar
• Ruan, L., Knockel, J., & Crete-Nishihata, M. (2020). Censored contagion: How information on the coronavirus is managed on Chinese social media. (Research Report No. 125). The Citizen Lab, University of Toronto. https://tspace.library.utoronto.ca/bitstream/1807/104268/1/Report%23125–censoredcontagion.pdf
   Google Scholar
• Schneeberger, K. K., & Voigt, C. C. (2016). Zoonotic viruses and conservation of bats. In C. C. Voigt & T. Kingston (Eds.), Bats in the Anthropocene: Conservation of bats in a changing world (pp. 263–292). Springer. https://doi.org/10.1007/978-3-319-25220-9_10
   Google Scholar
• Song, X. P., Richards, D. R., & Tan, P. Y. (2020). Using social media user attributes to understand human–environment interactions at urban parks. Scientific Reports, 10(1), 808. https://doi.org/10.1038/s41598-020-57864-4
   PubMed Web of Science ®Google Scholar
• Statista Research Department. (2022, July). Number of internet users worldwide from 2009 to 2021, by region (in millions). Retrieved from https://www.statista.com/statistics/265147/number-of-worldwide-internet-users-by-region/
   Google Scholar
• Straka, T. M., Coleman, J., Macdonald, E. A., & Kingston, T. (2021). Human dimensions of bat conservation – 10 recommendations to improve and diversify studies of human–bat interactions. Biological Conservation, 262, 109304. https://doi.org/10.1016/j.biocon.2021.109304
   Web of Science ®Google Scholar
• Suwannarong, K., Balthip, K., Kanthawee, P., Suwannarong, K., Khiewkhern, S., Lantican, C., Ponlap, T., Bupha, N., & Amonsin, A. (2020). Bats and belief: A sequential qualitative study in Thailand. Heliyon, 6(6), e04208. https://doi.org/10.1016/j.heliyon.2020.e04208
   PubMed Web of Science ®Google Scholar
• Tackett, E. S., Kingston, T., Sadeghmoghaddam, N., & Rutrough, A. L. (2022). Global medicinal use of bats: A systematic literature and social media review. Diversity, 14(3), 179. https://doi.org/10.3390/d14030179
   Google Scholar
• Thelwall, M., Buckley, K., Paltoglou, G., Cai, D., & Kappas, A. (2010). Sentiment strength detection in short informal text. Journal of the American Society for Information Science and Technology, 61(12), 2544–2558. https://doi.org/10.1002/asi.21416
   Web of Science ®Google Scholar
• Toivonen, T., Heikinheimo, V., Fink, C., Hausmann, A., Hiippala, T., Järv, O., Tenkanen, H., & Di Minin, E. (2019). Social media data for conservation science: A methodological overview. Biological Conservation, 233, 298–315. https://doi.org/10.1016/j.biocon.2019.01.023
   Web of Science ®Google Scholar
• Unicode. (2023). Full emoji list, v15.0. https://unicode.org/emoji/charts/full-emoji-list.html
   Google Scholar
• Väisänen, T., Heikinheimo, V., Hiippala, T., & Toivonen, T. (2021). Exploring human–nature interactions in national parks with social media photographs and computer vision. Conservation Biology, 35(2), 424–436. https://doi.org/10.1111/cobi.13704
   PubMed Web of Science ®Google Scholar
• Van Atteveldt, W., van der Velden, M., & Boukes, M. (2021). The validity of sentiment analysis: Comparing manual annotation, crowd-coding, dictionary approaches, and machine learning algorithms. Communication Methods and Measures, 15(2), 121–140. https://doi.org/10.1080/19312458.2020.1869198
   Web of Science ®Google Scholar
• Willnat, L., & Aw, A. (Eds.). (2014). Social media, culture and politics in Asia. Peter Lang. https://doi.org/10.3726/978-1-4539-1241-6
   Google Scholar
• Worobey, M., Levy, J. I., Malpica Serrano, L., Crits-Christoph, A., Pekar, J. E., Goldstein, S. A., Rasmussen, A. L., Kraemer, M. U., Newman, C., Koopmans, M. P., & Suchard, M. A. (2022). The Huanan seafood wholesale market in Wuhan was the early epicenter of the COVID-19 pandemic. Science, 377(6609), 951–959. https://doi.org/10.1126/science.abp8715
   PubMed Web of Science ®Google Scholar
• Yeung, D. (2018). Social media as a catalyst for policy action and social change for health and well-being: Viewpoint. Journal of Medical Internet Research, 20(3), e94. https://doi.org/10.2196/jmir.8508
   PubMed Web of Science ®Google Scholar