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Anthropomorphism of Chatbots A Systematic Literature Review

Yıl 2025, Cilt: 6 Sayı: 1, 71 - 86, 30.07.2025
https://doi.org/10.54439/gupayad.1635431

Öz

Purpose: To guide future marketing research by examining published articles on chatbot anthropomorphism across various parameters such as publication year, journal, number of authors, and author affiliations. Material and Method: Due to the novelty of chatbot anthropomorphism in the literature, all relevant articles were screened without any date restrictions. Web of Science, Scopus, Science Direct, Sage Journals, Emerald, Google Scholar, and TR Index databases were utilized for this research. Articles within these databases were searched using the keywords "Chatbot" and "Anthropomorphism," and subsequently categorized based on the specified parameters. This process yielded 380 articles specifically focusing on chatbot anthropomorphism in marketing. Findings: The findings indicate that the majority of articles on chatbot anthropomorphism were published in 2024. The first study was published in 2020. A country-based analysis revealed that 248 different authors from 17 countries contributed to this field, with China leading the way with 37 authors. Among the reviewed studies, 46 were quantitative, 19 were qualitative, and 9 employed a mixed-methods approach. Conclusion: The development of information and communication technologies and the widespread use of the internet have demonstrated that anthropomorphism has a positive impact on satisfaction, which, in turn, positively influences chatbot adoption intentions. Furthermore, it has been found that customers generally hold positive views towards chatbots. This observation has been recognized by both academics and businesses, leading to further investigation. In this context, studies have been conducted to develop scales and measure the extent to which chatbot anthropomorphism influences user perceptions. Chatbot anthropomorphism remains an area requiring further research, particularly within the field of marketing.

Kaynakça

  • Araujo, T. (2018). Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions. Computers in Human Behavior, 85, 183–189. https://doi.org/10.1016/j.chb.2018.03.051
  • Azad, A. (2022). How to use chatbots for marketing in 2023. Engati. Retrieved from: https://www.engati.com/blog/chatbots-for-marketing Retrieved date: 22.01.2025
  • Balakrishnan, J., & Dwivedi, Y. K. (2021). Conversational commerce: Entering the next stage of AI-powered digital assistants. Annals of Operations Research, 333, 653–687. https://doi.org/10.1007/s10479-021-04049-5
  • Bouhia, M., Rajaobelina, L., PromTep, S., Arcand, M., & Ricard, L. (2022). Drivers of privacy concerns when interacting with a chatbot in a customer service encounter. International Journal of Bank Marketing, 40(6), 1159-1181. https://doi.org/10.1108/IJBM-09-2021-0442
  • Cai, D., Li, H., & Law, R. (2022). Anthropomorphism and OTA chatbot adoption: A mixed methods study. Journal of Travel & Tourism Marketing, 39(2), 228–255. https://doi.org/10.1080/10548408.2022.2061672
  • Chatbots Magazine, (2019). AI chatbots and recognition technology: How do the machines learn? Retrieved from: https://chatbotsmagazine.com/ai-chatbots-and-recognition-technology-how-do-the-machines-learn-b458545e505b Retrieved date: 15.02.2025
  • Chi, O. H., Chi, C. G., & Gursoy, D. (2024). Seing personhood in machines: Conceptualizing anthropomorphism of social robots. Journal of Service Research, 28(1), 78-92. https://doi.org/10.1177/10946705241297196
  • Chinmulgund, A., Khatwani, R. A., Tapas, P. S., Shah, P., & Sekhar, R. (2023). Anthropomorphism of AI based chatbots by users during communication. In 2023 3rd International Conference on Intelligent Technologies (CONIT) 23-25 June. https://doi.org/10.1109/conit59222.2023.10205689
  • Creswell, J. (2017). Eğitim araştırmaları: Nicel ve nitel araştırmanın planlanması, yürütülmesi ve değerlendirilmesi. İstanbul: EDAM.
  • Crolic, C., Thomaz, F., Hadi, R., & Stephen, A. T. (2022). Blame the bot: Anthropomorphism and anger in customer-chatbot interactions. Journal of Marketing, 86(1), 132–148. https://doi.org/10.1177/00222429211045687
  • Cui, Y. G. (2022). Sophia, tell me more, which is the most risk-free plan of all? AI anthropomorphism and risk aversion in financial decision-making. International Journal of Bank Marketing, 40(6), 1133–1158. https://doi.org/10.1108/IJBM-09-2021-0451
  • Çınar, N. (2022). Sistematik derleme metodolojisi ve yazımı. Bursa: Akademisyen Kitabevi. Duffy, B. R. (2003). Anthropomorphism and the social robot. Robotics and Autonomous Systems, 42(3-4), 177–190. https://doi.org/10.1016/S0921-8890(02)00374-3
  • Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114(4), 864–886. https://doi.org/10.1037/0033-295X.114.4.864
  • Esgin, Y. (2022). Mobil bankacılıkta pazarlama iletişimi: Chatbot tasarımında antropomorfik özelliklerin karşılaştırmalı analizi. İnönü Üniversitesi İletişim Fakültesi Elektronik Dergisi (İNİF E-Dergi), 7(1), 92–110. https://doi.org/10.47107/inifedergi.977655
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Chatbotların Antropomorfizmi: Sistematik Literatür Taraması

Yıl 2025, Cilt: 6 Sayı: 1, 71 - 86, 30.07.2025
https://doi.org/10.54439/gupayad.1635431

Öz

Amaç: Chatbotların Antropomorfizmi alanında yayımlanmış makaleleri, yıllar, yayımlandığı dergiler, yazar sayısı, yazarların ülkeleri gibi çeşitli parametreler çerçevesinde inceleyerek, gelecekteki pazarlama araştırmalarına rehberlik etmektir. Gereç ve Yöntem: Chatbotların Antropomorfizmi kavramı literatürde yeni bir kavram olduğu için tarih kısıtı olmadan yazılmış konu ile ilgili tüm makaleler taranmıştır. Bu araştırma için veri tabanı olarak Web of Science, Scopus, Science Direct, Sage Journals, Emerald, Google Scholar ve TR Dizin kullanılmıştır. Veri tabanlarında yer alan makaleler “Chatbot” “Antropomorfizm” anahtar kelimeleri ile aranarak incelenmiş ve belirtilen parametreler doğrultusunda sınıflandırılmıştır. Sınıflandırılan makalelerde içerik olarak pazarlama alanında chatbotların antropomorfizm tarzını konu alan 380 adet makaleye ulaşılmıştır. Bulgular: Elde edilen bulgularda chatbotların antropomorfizmi alanında ilk çalışma 2020 yılında yayımlanmış olup, makalelerin çoğunluğunun 2024 yılında yazıldığı görülmüştür. Ülke bazında incelendiğinde chatbotların anftropomorfizmi alanında 17 farklı ülkeden 248 farklı yazarın çalışmalar yaptığı görülmüştür. Çin 37 yazar ile bu ülkeler arasında ilk sırada bulunmaktadır. İncelenen çalışmaların 46’sı nicel araştırma, 19’u nitel ve 9’u da karma araştırmadır. Sonuç: İletişim teknolojilerinin gelişimi ve internet kullanımının yaygınlaşmasıyla birlikte, antropomorfizmin (insan benzeri özellikler atfetmenin) kullanıcı memnuniyeti üzerinde olumlu bir etkisi olduğu, bunun da chatbotların benimsenme niyetini artırdığı gözlemlenmiştir. Ayrıca, müşterilerin chatbotlar hakkında olumlu görüşlere sahip oldukları bulunmuştur. Bu sonuçlar akademisyenler ve firmalar tarafından dikkate değer bulunmuş ve yeni araştırmalara konu olmuştur. Bu bağlamda ölçekler geliştirilerek chatbotların antropomorfizminin kullanıcı algılarına ne ölçüde bağlı olduğunu ölçmek amacıyla araştırmalar yapılmıştır. Chatbotların Antropomorfizmi kavramı özellikle pazarlama alanında araştırmalara hala ihtiyaç duyan bir alan olarak karşımıza çıkmaktadır.

Kaynakça

  • Araujo, T. (2018). Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions. Computers in Human Behavior, 85, 183–189. https://doi.org/10.1016/j.chb.2018.03.051
  • Azad, A. (2022). How to use chatbots for marketing in 2023. Engati. Retrieved from: https://www.engati.com/blog/chatbots-for-marketing Retrieved date: 22.01.2025
  • Balakrishnan, J., & Dwivedi, Y. K. (2021). Conversational commerce: Entering the next stage of AI-powered digital assistants. Annals of Operations Research, 333, 653–687. https://doi.org/10.1007/s10479-021-04049-5
  • Bouhia, M., Rajaobelina, L., PromTep, S., Arcand, M., & Ricard, L. (2022). Drivers of privacy concerns when interacting with a chatbot in a customer service encounter. International Journal of Bank Marketing, 40(6), 1159-1181. https://doi.org/10.1108/IJBM-09-2021-0442
  • Cai, D., Li, H., & Law, R. (2022). Anthropomorphism and OTA chatbot adoption: A mixed methods study. Journal of Travel & Tourism Marketing, 39(2), 228–255. https://doi.org/10.1080/10548408.2022.2061672
  • Chatbots Magazine, (2019). AI chatbots and recognition technology: How do the machines learn? Retrieved from: https://chatbotsmagazine.com/ai-chatbots-and-recognition-technology-how-do-the-machines-learn-b458545e505b Retrieved date: 15.02.2025
  • Chi, O. H., Chi, C. G., & Gursoy, D. (2024). Seing personhood in machines: Conceptualizing anthropomorphism of social robots. Journal of Service Research, 28(1), 78-92. https://doi.org/10.1177/10946705241297196
  • Chinmulgund, A., Khatwani, R. A., Tapas, P. S., Shah, P., & Sekhar, R. (2023). Anthropomorphism of AI based chatbots by users during communication. In 2023 3rd International Conference on Intelligent Technologies (CONIT) 23-25 June. https://doi.org/10.1109/conit59222.2023.10205689
  • Creswell, J. (2017). Eğitim araştırmaları: Nicel ve nitel araştırmanın planlanması, yürütülmesi ve değerlendirilmesi. İstanbul: EDAM.
  • Crolic, C., Thomaz, F., Hadi, R., & Stephen, A. T. (2022). Blame the bot: Anthropomorphism and anger in customer-chatbot interactions. Journal of Marketing, 86(1), 132–148. https://doi.org/10.1177/00222429211045687
  • Cui, Y. G. (2022). Sophia, tell me more, which is the most risk-free plan of all? AI anthropomorphism and risk aversion in financial decision-making. International Journal of Bank Marketing, 40(6), 1133–1158. https://doi.org/10.1108/IJBM-09-2021-0451
  • Çınar, N. (2022). Sistematik derleme metodolojisi ve yazımı. Bursa: Akademisyen Kitabevi. Duffy, B. R. (2003). Anthropomorphism and the social robot. Robotics and Autonomous Systems, 42(3-4), 177–190. https://doi.org/10.1016/S0921-8890(02)00374-3
  • Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114(4), 864–886. https://doi.org/10.1037/0033-295X.114.4.864
  • Esgin, Y. (2022). Mobil bankacılıkta pazarlama iletişimi: Chatbot tasarımında antropomorfik özelliklerin karşılaştırmalı analizi. İnönü Üniversitesi İletişim Fakültesi Elektronik Dergisi (İNİF E-Dergi), 7(1), 92–110. https://doi.org/10.47107/inifedergi.977655
  • Fernandes, T., & Oliveira, E. (2021). Understanding consumers’ acceptance of automated technologies in service encounters: Drivers of digital voice assistants adoption. Journal of Business Research, 122, 180–191. https://doi.org/10.1016/j.jbusres.2020.08.05
  • Fu, J., Mouakket, S., & Sun, Y. (2023). The role of chatbots' human-like characteristics in online shopping. Electronic Commerce Research and Applications, 61, 101304. https://doi.org/10.1016/j.elerap.2023.101304
  • Garanti BBVA, (2020). Entegre faaliyet raporu. Erişim adresi: https://surdurulebilirlik.garantibbva.com.tr/media/1529/garanti-bbva-2020-entegre-faaliyet-raporu-1.pdf Erişim tarihi: 06.02.2025
  • Garanti BBVA, (2020, Kasım 13). Yapay zekânın sesi: Mobil asistanlar ve özellikleri. Blog. Erişim adresi: https://www.garantibbva.com.tr/tr/blog/mobil-asistanlar.page Erişim tarihi: 05.02.2025
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  • Mari, A., Mandelli, A., & Algesheimer, R. (2024). Empathic voice assistants: Enhancing consumer responses in voice commerce. Journal of Business Research, 175, 114566, https://doi.org/10.1016/j.jbusres.2024.114566
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  • Murgai, A. (2018). Transforming digital marketing with artificial intelligence. International Journal of Latest Technology in Engineering, Management & Applied Science, 7(4), 259-262.
  • Murtarelli, G., Gregory, A., & Romenti, S. (2021). A conversation-based perspective for shaping ethical human–machine interactions: The particular challenge of chatbots. Journal of Business Research, 129, 927-935. https://doi.org/10.1016/j.jbusres.2020.09.018
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  • Pizzi, G., Vannucci, V., Mazzoli, V., & Donvito, R. (2023). I, chatbot! the impact of anthropomorphism and gaze direction on willingness to disclose personal information and behavioral intentions. Psychology & Marketing, 40(7), 1372–1387. https://doi.org/10.1002/mar.21813
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  • Zhu, Y., Zhang, J., Wu, J., & Liu, Y. (2022). AI is better when I’m sure: The influence of certainty of needs on consumers’ acceptance of AI chatbots. Journal of Business Research, 150, 642–652. https://doi.org/10.1016/j.jbusres.2022.06.044
Toplam 65 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Konuşma Tanıma, Konuşma Üretimi
Bölüm Derlemeler
Yazarlar

Ekrem Çelik

Leyla Leblebici Koçer 0000-0003-4238-5749

Erken Görünüm Tarihi 14 Temmuz 2025
Yayımlanma Tarihi 30 Temmuz 2025
Gönderilme Tarihi 7 Şubat 2025
Kabul Tarihi 25 Haziran 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 6 Sayı: 1

Kaynak Göster

APA Çelik, E., & Leblebici Koçer, L. (2025). Chatbotların Antropomorfizmi: Sistematik Literatür Taraması. Güncel Pazarlama Yaklaşımları ve Araştırmaları Dergisi, 6(1), 71-86. https://doi.org/10.54439/gupayad.1635431

Dizinler (Indexing)

31143 21387  3122531320257993114421388  21386  24076 28325 28331 28684