Context Matters: How Decontextualization Influences Public Perception and Conservation Attitudes Toward Barbary Macaques in Algeria
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Video Selection and Data Collection
2.2. Data Analysis
2.3. Ethical and Legal Consideration
3. Results
3.1. Positive vs. Negative Sentiments
3.2. Emoji-Based Reaction Analysis
3.3. Adapted Kellert’s Categories
3.4. Language-Specific Patterns
4. Discussion
Study Strengths, Limitations and Future Direction
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Internet World Stats. 2022. Available online: www.internetworldstats.com (accessed on 12 September 2025).
- Stazaker, K.; MacKinnon, J. Visitor perceptions of captive, endangered Barbary macaques (Macaca sylvanus) used as photo props in Jemaa El Fna Square, Marrakech, Morocco. Anthrozoös 2018, 31, 761–776. [Google Scholar] [CrossRef]
- Bergin, D.; Atoussi, S.; Waters, S. Online trade of Barbary macaques Macaca sylvanus in Algeria and Morocco. Biodivers. Conserv. 2018, 27, 531–534. [Google Scholar] [CrossRef]
- Siriwat, P.; Nijman, V. Wildlife trade shifts from brick-and-mortar markets to virtual marketplaces: A case study of birds of prey trade in Thailand. J. Asia-Pac. Biodivers. 2020, 13, 454–461. [Google Scholar] [CrossRef]
- Shaw, M.N.; Borrie, W.T.; McLeod, E.M.; Miller, K.K. Wildlife photos on social media: A quantitative content analysis of conservation organizations’ Instagram images. Animals 2022, 12, 1787. [Google Scholar] [CrossRef] [PubMed]
- Ameziane, I.N.; Razkallah, I.; Zebsa, R.; Bensakhri, Z.; Bensouilah, S.; Bouslama, Z.; Houhamdi, M.; Atoussi, S. Disentangling the role of social media in the online parrot trade in Algeria. Eur. J. Wildl. Res. 2024, 70, 68. [Google Scholar] [CrossRef]
- Lenzi, C.; Speiran, S.; Grasso, C. ‘Let me take a selfie’: Implications of social media for public perceptions of wild animals. Soc. Anim. 2020, 31, 64–83. [Google Scholar] [CrossRef]
- Stanton, R.R. The Disneyfication of Animals; Palgrave Macmillan: London, UK, 2021. [Google Scholar]
- Quarles, L.F.; Feddema, K.; Campera, M.; Nekaris, K.A.I. Normal redefined: Exploring decontextualization of lorises (Nycticebus & Xanthonycticebus spp.) on social media platforms. Front. Conserv. Sci. 2023, 4, 1067355. [Google Scholar] [CrossRef]
- Ross, S.R.; Lukas, K.E.; Lonsdorf, E.V.; Stoinski, T.S.; Hare, B.; Shumaker, R.; Goodall, J. Inappropriate use and portrayal of chimpanzees. Science 2008, 319, 1487. [Google Scholar] [CrossRef]
- Nekaris, K.A.I.; Campbell, N.; Coggins, T.G.; Rode, E.J.; Nijman, V. Tickled to death: Analyzing public perceptions of ‘cute’ videos of threatened species (Slow Lorises—Nycticebus spp.) on Web 2.0 sites. PLoS ONE 2013, 8, e69215. [Google Scholar] [CrossRef]
- Nekaris, K.A.I.; Musing, L.; Vazquez, A.G.; Nijman, V. Is tickling torture? Assessing welfare toward slow lorises (Nycticebus spp.) within Web 2.0 videos. Folia Primatol. 2015, 86, 534–551. [Google Scholar] [CrossRef]
- El Bizri, H.R.; Morcatty, T.Q.; Lima, J.J.; Valsecchi, J. The thrill of the chase: Uncovering illegal sport hunting in Brazil through YouTube™ posts. Ecol. Soc. 2015, 20, 30. [Google Scholar] [CrossRef]
- Courchamp, F.; Jarić, I.; Albert, C.; Meynard, Y.; Ripple, W.J.; Chapron, G. The paradoxical extinction of the most charismatic animals. PLoS Biol. 2018, 16, e2003997. [Google Scholar] [CrossRef]
- Fidino, M.; Herr, S.W.; Magle, S.B. Assessing online opinions of wildlife through social media. Hum. Dimens. Wildl. 2018, 23, 482–490. [Google Scholar] [CrossRef]
- Clarke, T.A.; Reuter, K.E.; LaFleur, M.; Schaefer, M.S. A viral video and pet lemurs on Twitter. PLoS ONE 2019, 14, e0208577. [Google Scholar] [CrossRef]
- Khelifa, R.; Mellal, M.K.; Mahdjoub, H.; Hasanah, N.; Kremen, C. Biodiversity exploitation for online entertainment. Front. Conserv. Sci. 2022, 2, 788269. [Google Scholar] [CrossRef]
- Majolo, B.; Van Lavieren, E.; Maréchal, L.; MacLarnon, A.; Marvin, G.; Qarro, M. Out of Asia: The singular case of the Barbary macaque. In The Macaque Connection. Developments in Primatology: Progress and Prospects; Radhakrishna, S., Huffman, M., Sinha, A., Eds.; Springer: New York, NY, USA, 2013; pp. 167–183. [Google Scholar]
- Wallis, J.; Benrabah, M.E.; Pilot, M.; Majolo, B.; Waters, S. Macaca sylvanus. In IUCN Red List of Threatened Species; IUCN: Gland, Switzerland, 2020; e.T12561A50043570. [Google Scholar]
- Van Lavieren, E.; Wich, S.A. Decline of the endangered Barbary macaque Macaca sylvanus in the cedar forest of the Middle Atlas Mountains, Morocco. Oryx 2010, 44, 133–138. [Google Scholar] [CrossRef]
- Boumenir, M.; Brotcorne, F.; Hornick, J.-L.; Iguer-Ouada, M.; Moula, N. The Conservation Status of the Barbary Macaque (Macaca sylvanus) in Algeria: Population Estimates and Human Impacts. Animals 2025, 15, 1860. [Google Scholar] [CrossRef] [PubMed]
- Maréchal, L.; Semple, S.; Majolo, B.; MacLarnon, A. Assessing the effects of tourist provisioning on the health of wild Barbary macaques in Morocco. PLoS ONE 2016, 11, e0155920. [Google Scholar] [CrossRef]
- Maréchal, L.; Levy, X.; Meints, K.; Majolo, B. Experience-based human perception of facial expressions in Barbary macaques (Macaca sylvanus). PeerJ 2017, 5, e3413. [Google Scholar] [CrossRef]
- Spooner, S.L.; Stride, J.R. Animal-human two-shot images: Their out-of-context interpretation and the implications for zoo and conservation settings. Zoo Biol. 2021, 40, 563–574. [Google Scholar] [CrossRef]
- Kellert, S.R. American attitudes toward and knowledge of animals: An update. Int. J. Study Anim. Probl. 1980, 1, 87–119. [Google Scholar]
- Nunes, V.F.; Lopes, P.F.; Ferreira, R.G. Capuchin Monkeys on social media: A threat for species conservation. Anthrozoös 2023, 36, 665–683. [Google Scholar] [CrossRef]
- Di Minin, E.; Fink, C.; Hausmann, A.; Kremer, J.; Kulkarni, R. How to address data privacy concerns when using social media data in conservation science. Conserv. Biol. 2021, 35, 437–446. [Google Scholar] [CrossRef] [PubMed]
- Freund, C.A.; Cronin, K.A.; Huang, M.; Robinson, N.J.; Yoo, B.; DiGiorgio, A.L. Effects of captions on viewers’ perceptions of images depicting human–primate interaction. Conserv. Biol. 2024, 38, e14199. [Google Scholar] [CrossRef]
- Aldrich, B.C.; Feddema, K.; Fourage, A.; Nekaris, K.A.I.; Shanee, S. Primate Portrayals: Narratives and Perceptions of Primates in Entertainment. In Primates in Anthropogenic Landscapes: Exploring Primate Behavioural Flexibility Across Human Contexts; Springer International Publishing: Cham, Switzerland, 2023; pp. 307–326. [Google Scholar]
- Schroepfer, K.K.; Rosati, A.G.; Chartrand, T.; Hare, B. Use of “entertainment” chimpanzees in commercials distorts public perception regarding their conservation status. PLoS ONE 2011, 6, e26048. [Google Scholar] [CrossRef]
- Ross, S.R.; Vreeman, V.M.; Lonsdorf, E.V. Specific image characteristics influence attitudes about chimpanzee conservation and use as pets. PLoS ONE 2011, 6, e22050. [Google Scholar] [CrossRef]
- Grasso, C.; Lenzi, C.; Speiran, S.; Pirrone, F. Anthropomorphized nonhuman animals in mass media and their influence on human attitudes toward wildlife. Soc. Anim. 2020, 31, 196–220. [Google Scholar] [CrossRef]
- Moloney, G.K.; Tuke, J.; Dal Grande, E.; Speiran, S. Is YouTube promoting the exotic pet trade? Analysis of the global public perception of popular YouTube videos featuring threatened exotic animals. PLoS ONE 2021, 16, e0235451. [Google Scholar] [CrossRef]
- Bai, Q.; Dan, Q.; Mu, Z.; Yang, M. A systematic review of emoji: Current research and future perspectives. Front. Psychol. 2019, 10, 476737. [Google Scholar] [CrossRef]
- Holtgraves, T.; Robinson, C. Emoji can facilitate recognition of conveyed indirect meaning. PLoS ONE 2020, 15, e0232361. [Google Scholar] [CrossRef]
- Częstochowska, J.; Gligorić, K.; Peyrard, M.; Mentha, Y.; Bień, M.; Grütter, A.; Auer, A.; Xanthos, A.; West, R. On the context-free ambiguity of emoji. In Proceedings of the International AAAI Conference on Web and Social Media, Copenhagen, Denmark, 6–9 June 2022; Volume 16, pp. 1388–1392. [Google Scholar]
- Harrington, L.A.; Elwin, A.; D’Cruze, N. Viewer perceptions (and misperceptions) of animal-visitor interactions with big cats and crocodilians on YouTube. Discov. Anim. 2025, 2, 1–16. [Google Scholar] [CrossRef]

| Kellert Category | Definition of Attitudes According to Kellert 1980 [25] | Original Comment | English Translation |
|---|---|---|---|
| Naturalistic and ecologistic | Exhibition of interest in and affection for wildlife and the outdoors, while also possessing an ecologistic mindset, demonstrating a primary concern for the environment as a system and the interrelationships between wildlife species and their natural habitats. | “Laisser les animaux vivre à l’état naturel et sauvage” “Respecter les animaux svp Me singe doit être dans son environnement” | “Let the animals live in their natural and wild state” “Please respect the animals. This monkey should be in its natural environment” |
| Moralistic/humanistic | Primary concern for the right and wrong treatment of animals, with strong opposition to exploitation of and cruelty toward animals. | “L’ignorance. c’est pas amusant mais ça peut le tuer” “Il fait mal au cœur ce singe qui ne sait pas ce qui lui arrive, ni pourquoi il est tiraillé dans tous les sens” “Chadi n’a pas fait de mal a personnes” | “Ignorance. It’s no fun, but it can kill him” “It breaks the heart to see this monkey, who doesn’t know what is happening to him or why he is being pulled in all directions” “The monkey did not harm anyone” |
| Scientistic | Primary interest in the physical attributes and biological functioning of animals. | “Non c pas drôle … les singes magot est une rasse rare en algérie il faut pas les donnés à manger et surtout les boissons sucré Ils tombes malades du diabète et des cancer” | “No it’s not funny … the Barbary monkey is rare in Algeria we must not give them to eat especially sugary drinks They fall sick with diabetes and cancer” |
| Funny | “hhhh j’en peux plus” | “hhhh I can’t take it anymore” | |
| Political | Comments related to the political context in Algeria and popular protests during which the video was filmed. | “على الأقل شادي ماشي سراق” “شادي اشرف من عصابة الحكومة” | “At least the monkey is not corrupt” “The monkey is more respectable than the members of the government” |
| Others | “Tags and other incomprehensible comments” | “Tags and other incomprehensible comments” |
| Entertainment Setting Video | Natural Environment Video | |
|---|---|---|
| Comments language | ||
| Arabic | 84 | 54 |
| Arabic Latin characters | 41 | 40 |
| French | 53 | 388 |
| Berber | 4 | 56 |
| Total | 182 | 538 |
| Emoji types | ||
![]() | 6.4 K (69.36%) | 9.1 K (65.95%) |
![]() | 50 (5.5%) | 971 (7.03%) |
![]() | 2.3 K (24.93%) | 3.4 K (24.64%) |
![]() | 14 (0.15%) | 49 (0.35%) |
![]() | 3 (0.03%) | 36 (0.26%) |
![]() | 2 (0.02%) | 241 (1.74%) |
| Total | 9227 (100%) | 13,797 (100%) |
| Sentiment categories | ||
| Positive | 11 (6.04%) | 368 (68.4%) |
| Negative | 100 (54.95%) | 69 (12.82%) |
| Other | 71 (39.01%) | 101 (18.77%) |
| Total | 182 (100%) | 538 (100%) |
| Comments | Naturalistic Ecologistic | Moralistic/Humanistic | Scientific | Esthetic | Funny | Other |
|---|---|---|---|---|---|---|
| Entertainment setting video | 2 (1.1%) | 8 (4.4%) | 1 (0.55%) | 3 (1.65%) | 97 (53.29%) | 71 (39.01%) |
| Natural environment video | 207 (38.47%) | 138 (25.65%) | 23 (4.27%) | 1 (0.18%) | 69 (12.82%) | 100 (18.58%) |
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Razkallah, I.; Atoussi, S.; Queiroz Morcatty, T.; Zebsa, R.; Sueur, C.; Nekaris, A.-I. Context Matters: How Decontextualization Influences Public Perception and Conservation Attitudes Toward Barbary Macaques in Algeria. Animals 2025, 15, 3319. https://doi.org/10.3390/ani15223319
Razkallah I, Atoussi S, Queiroz Morcatty T, Zebsa R, Sueur C, Nekaris A-I. Context Matters: How Decontextualization Influences Public Perception and Conservation Attitudes Toward Barbary Macaques in Algeria. Animals. 2025; 15(22):3319. https://doi.org/10.3390/ani15223319
Chicago/Turabian StyleRazkallah, Imane, Sadek Atoussi, Thais Queiroz Morcatty, Rabah Zebsa, Cédric Sueur, and Anne-Isola Nekaris. 2025. "Context Matters: How Decontextualization Influences Public Perception and Conservation Attitudes Toward Barbary Macaques in Algeria" Animals 15, no. 22: 3319. https://doi.org/10.3390/ani15223319
APA StyleRazkallah, I., Atoussi, S., Queiroz Morcatty, T., Zebsa, R., Sueur, C., & Nekaris, A.-I. (2025). Context Matters: How Decontextualization Influences Public Perception and Conservation Attitudes Toward Barbary Macaques in Algeria. Animals, 15(22), 3319. https://doi.org/10.3390/ani15223319







