Влияние коммуникативного тона чат-бота на удовлетворенность и намерения клиентов в онлайн-ретейле

Авторы

  • Ксения Сергеевна Головачева Независимый исследователь, Россия https://orcid.org/0000-0003-0736-3157
  • Роман Витальевич Иванников Национальный исследовательский университет «Высшая школа экономики», Россия; X5 Group, Россия https://orcid.org/0009-0009-8909-3867

DOI:

https://doi.org/10.21638/spbu18.2024.405

Аннотация

Цель исследования: определить, как использование чат-ботом различных коммуникативных тонов влияет на удовлетворенность и поведенческие намерения клиента.

Методология исследования: онлайн-опрос потребителей с экспериментальными сценариями, в которых описывается ситуация общения клиента интернет-магазина с чат-ботом, применяющим формальный, эмпатический или шутливый тон в двух контекстах — при уточнении потребителем условий доставки товара и в процессе решения проблемы с доставкой.

Результаты исследования: в работе выдвинуты эмпирически протестированные теоретические предположения о влиянии коммуникативного тона на реакцию потребителей. Показано, что эмпатический тон способствует восприятию чат-бота как человека и положительно воздействует на удовлетворенность и готовность рекомендовать компанию, но не пользоваться чат-ботом; шутливый тон негативно влияет на все исследуемые аспекты реакции потребителя.

Оригинальность и значимость результатов: исследование является первым, в котором сравнивается влияние двух неформальных коммуникативных тонов чат-бота как на оценочную, так и на поведенческую реакцию потребителей. Полученные результаты могут быть учтены компаниями в сфере онлайн-ретейла при проектировании пользовательского интерфейса чат-ботов.

Ключевые слова:

чат-бот, коммуникативный стиль, юмор, эмпатия, удовлетворенность, клиентский опыт, готовность рекомендовать, электронная коммерция

Скачивания

Данные скачивания пока недоступны.
 

Библиографические ссылки

Литература на русском языке

Багдасарян Т. О. 2002. Тональность как компонент модели речевого жанра (на материале речевого жанра «угроза»). Жанры речи 3: 240–245.


References in Latin Alphabet

Ahrholdt D. C., Gudergan S. P., Ringle C. M. 2019. Enhancing loyalty: When improving consumer satisfaction and delight matters. Journal of business research 94: 18–27.

Araujo T. 2018. Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perception. Computers in Human Behavior 85 (August): 183–189.

Barcelos R. H., Dantas D. C., Sénécal S. 2018. Watch your tone: How a brand's tone of voice on social media influences consumer responses. Journal of Interactive Marketing 41 (1): 60–80.

Bassano C., Barile S., Saviano M., Pietronudo M. C., Cosimato S. 2020. AI technologies & value co-creation in luxury context. In: Proceedings of the 53rd Hawaii International Conference on System Sciences; 1618–1627.

Brave S., Nass C., Hutchinson K. 2005. Computers that care: Investigating the effects of orientation of emotion exhibited by an embodied computer agent. International Journal of Human-Computer Studies 62 (2): 161–178.

Cancel D., Gerhardt D. 2019. Conversational Marketing: How the World's Fastest Growing Companies Use Chatbots to Generate Leads 24/7/365 (and how you can too). John Wiley & Sons.

Chaves A. P., Gerosa M. A. 2021. How should my chatbot interact? A survey on social characteristics in human-chatbot interaction design. International Journal of Human-Computer Interaction 37 (8): 729–758.

Cheng X., Bao Y., Zarifis A., Gong W., Mou J. 2021. Exploring consumers' response to text-based chatbots in e-commerce: the moderating role of task complexity and chatbot disclosure. Internet Research 32 (2): 496–517.

Chiew T. M., Mathies C., Patterson P. 2019. The effect of humour usage on customer’s service experiences. Australian Journal of Management 44 (1): 109–127.

Cooper C. D. 2005. Just joking around? Employee humor expression as an ingratiatory behavior. Academy of Management Review 30 (4): 765–776.

Czaplewski A. J., Olson E. M., Slater S. F. 2002. Applying the RATER model for service success. Marketing Management 11 (1): 14–17.

Dybala P., Ptaszynski M., Rzepka R., Araki K. 2009. Humoroids: Conversational agents that induce positive emotions with humor. In: AAMAS'09 Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems 2; 1171–1172.

Fan H., Han B., Wang W. 2023. Aligning (In) congruent chatbot–employee empathic responses with service-recovery contexts for customer retention. Journal of Travel Research 63 (8): 00472875231201505.

Feine J., Gnewuch U., Morana S., Maedche A. 2019. A taxonomy of social cues for conversational agents. International Journal of Human-Computer Studies 132: 138–161.

Gelbrich K., Hagel J., Orsingher C. 2021. Emotional support from a digital assistant in technology-mediated services: Effects on customer satisfaction and behavioral persistence. International Journal of Research in Marketing 38 (1): 176–193.

Go E., Sundar S. S. 2019. Humanizing chatbots: The effects of visual, identity and conversational cues on humanness perceptions. Computers in Human Behavior 97: 304–316.

Golovacheva K. S., Gogua M. M., Smirnova M. M., Alkanova O. N. 2022. Treating customers as individuals in online retail. Russian Management Journal 20 (2): 224–246.

Grudin J., Jacques R. 2019. Chatbots, humbots, and the quest for artificial general intelligence. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems; 1–11.

Hallowell R. 1996. The relationships of customer satisfaction, customer loyalty, and profitability: An empirical study. International Journal of Service Industry Management 7 (4): 27–42.

Haugeland I. K. F., Følstad A., Taylor C., Bjørkli C. A. 2022. Understanding the user experience of customer service chatbots: An experimental study of chatbot interaction design. International Journal of Human-Computer Studies 161 (3): 102788.

Hempelmann C. F. 2008. Computational humor: Beyond the pun? In book: The Primer of Humor Research. Humor Research 8: 333–360.

Hoch S. J., Deighton J. 1989. Managing what consumers learn from experience. Journal of Marketing 53 (2): 1–20.

Hsiao K. L., Chen C. C. 2022. What drives continuance intention to use a food-ordering chatbot? An examination of trust and satisfaction. Library Hi Tech 40 (4): 929–946.

Huang D. H., Chueh H. E. 2021. Chatbot usage intention analysis: Veterinary consultation. Journal of Innovation & Knowledge 6 (3): 135–144.

Igbaria M., Schiffman S. J., Wieckowski T. J. 1994. The respective roles of perceived usefulness and perceived fun in the acceptance of microcomputer technology. Behaviour & Information Technology 13 (6): 349–361.

Jang Y. T. J., Liu A. Y., Ke W. Y. 2022. Exploring smart retailing: Anthropomorphism in voice shopping of smart speaker. Information Technology & People 36 (7): 2894–2913.

Janson A. 2023. How to leverage anthropomorphism for chatbot service interfaces: The interplay of communication style and personification. Computers in Human Behavior 149: 107954.

Kaczorowska-Spychalska D. 2019. How chatbots influence marketing. Management 23 (1): 251–270.

Keeling K., McGoldrick P., Beatty S. 2010. Avatars as salespeople: Communication style, trust, and intentions. Journal of Business Research 63 (8): 793–800.

Kelleher T. 2009. Conversational voice, communicated commitment, and public relations outcomes in interactive online communication. Journal of Communication 59 (1): 172–188.

Koh Y. J., Sundar S. S. 2010. Heuristic versus systematic processing of specialist versus generalist sources in online media. Human Communication Research 36 (2): 103–124.

Li M., Wang R. 2023. Chatbots in e-commerce: The effect of chatbot language style on customers’ continuance usage intention and attitude toward brand. Journal of Retailing and Consumer Services 71: 103209.

Liu D., Lv Y., Huang W. 2023. How do consumers react to chatbots' humorous emojis in service failures. Technology in Society 73: 102244.

Lo Presti L., Maggiore G., Marino V. 2021. The role of the chatbot on customer purchase intention: Towards digital relational sales. Italian Journal of Marketing 2021 (3): 165–188.

Lombard M., Xu K. 2021. Social responses to media technologies in the 21st century: The media are social actors paradigm. Human-Machine Communication 2: 29–55.

Luo X., Tong S., Fang Z., Qu Z. 2019. Frontiers: Machines vs. humans: The impact of artificial intelligence chatbot disclosure on customer purchases. Marketing Science 38 (6): 937–947.

Martin R. A., Ford T. 2018. The Psychology of Humor: An Integrative Approach. Academic press.

Murray J., Elms J., Curran M. 2019. Examining empathy and responsiveness in a high-service context. International Journal of Retail & Distribution Management 47 (12): 1364–1378.

Namkoong M., Park G., Park Y., Lee S. 2023. Effect of gratitude expression of AI chatbot on willingness to donate. International Journal of Human-Computer Interaction 40 (20): 6647–6658.

Nguyen D. M., Chiu Y. T. H., Le H. D. 2021. Determinants of continuance intention towards banks’ chatbot services in Vietnam: A necessity for sustainable development. Sustainability 13 (14): 7625.

Nijholt A. 2018. From word play to world play: Introducing humor in human-computer interaction. In: Proceedings of the 36th European Conference on Cognitive Ergonomics; 1–8.

Nuruzzaman M., Hussain O. K. 2020. IntelliBot: A Dialogue-based chatbot for the insurance industry. Knowledge-Based Systems 196: 105810.

Park G., Yim M. C., Chung J., Lee S. 2023. Effect of AI chatbot empathy and identity disclosure on willingness to donate: The mediation of humanness and social presence. Behaviour & Information Technology 42 (12): 1998–2010.

Rath S., Pattanayak A., Tripathy S., Priyadarshini S. B. B., Tripathy A., Tanvi S. 2023. Prediction of a novel Rule-Based Chatbot Approach (RCA) using Natural Language Processing Techniques. International Journal of Intelligent Systems and Applications in Engineering 11 (3): 318–325.

Reichheld F. F. 2003. The one number you need to grow. Harvard Business Review 81 (12): 46–54.

Roy R., Naidoo V. 2021. Enhancing chatbot effectiveness: The role of anthropomorphic conversational styles and time orientation. Journal of Business Research 126: 23–34.

Schuetzler R. M., Grimes G. M., Giboney J. 2020. The impact of chatbot conversational skill on engagement and perceived humanness. Journal of Management Information Systems 37 (3): 875–900.

Sheehan B., Jin H. S., Gottlieb U. 2020. Customer service chatbots: Anthropomorphism and adoption. Journal of Business Research 115: 14–24.

Shin H., Bunosso I., Levine L. R. 2023. The influence of chatbot humour on consumer evaluations of services. International Journal of Consumer Studies 47 (2): 545–562.

Shum H. Y., He X. D., Li D. 2018. From Eliza to XiaoIce: Challenges and opportunities with social chatbots. Frontiers of Information Technology & Electronic Engineering 19: 10–26.

Siswi A. A., Wahyono W. 2020. The role of customer satisfaction in increasing customer loyalty. Management Analysis Journal 9 (1): 17–25.

Thakur R. 2019. The moderating role of customer engagement experiences in customer satisfaction-loyalty relationship. European Journal of Marketing 3 (7): 1278–1310.

Thomaz F., Salge C., Karahanna E., Hulland J. 2020. Learning from the Dark Web: Leveraging conversational agents in the era of hyper-privacy to enhance marketing. Journal of the Academy of Marketing Science 48: 43–63.

Urakami J., Moore B. A., Sutthithatip S., Park S. 2019. Users' perception of empathic expressions by an advanced intelligent system. In: Proceedings of the 7th International Conference on Human-Agent Interaction; 11–18.

Van Doorn J., Mende M., Noble S. M., Hulland J., Ostrom A. L. et al. 2017. Domo arigato Mr. Roboto: Emergence of automated social presence in organizational frontlines and customers’ service experiences. Journal of Service Research 20 (1): 43–58.

Van Pinxteren M. M., Pluymaekers M., Lemmink J., Krispin, A. 2023. Effects of communication style on relational outcomes in interactions between customers and embodied conversational agents. Psychology & Marketing 40 (5): 938–953.

Warren C., McGraw A. P. 2016. Differentiating what is humorous from what is not. Journal of Personality and Social Psychology 110 (3): 407.

Westerman D., Cross A. C., Lindmark P. G. 2019. I believe in a thing called bot: Perceptions of the humanness of “chatbots”. Communication Studies 70 (3): 295–312.

Wieseke J., Geigenmüller A., Kraus F. 2012. On the role of empathy in customer-employee interactions. Journal of Service Research 15 (3): 316–331.

Xu Y., Zhang J., Deng G. 2022. Enhancing customer satisfaction with chatbots: The influence of communication styles and consumer attachment anxiety. Frontiers in Psychology 13: 902782.


Translation of references in Russian into English

Bagdasaryan T. O. 2002. Tonality as a component of a speech genre model (based on the speech genre “threat”). Speech Genres 3: 240–245. (In Russian)

Загрузки

Дополнительные файлы

Опубликован

30.12.2024

Как цитировать

Головачева, К. С., & Иванников, Р. В. (2024). Влияние коммуникативного тона чат-бота на удовлетворенность и намерения клиентов в онлайн-ретейле. Российский журнал менеджмента, 22(4), 719–741. https://doi.org/10.21638/spbu18.2024.405

Выпуск

Раздел

Теоретические и эмпирические исследования

Наиболее читаемые статьи этого автора (авторов)