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Published in: Service Business 1/2023

10-11-2022 | Theoretical article

Live support by chatbots with artificial intelligence: A future research agenda

Authors: Mark Anthony Camilleri, Ciro Troise

Published in: Service Business | Issue 1/2023

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Abstract

This research uses a Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) protocol to investigate the utility of artificially intelligent (AI) conversational chatbots in service business settings. The findings shed light on key theoretical underpinnings focussed on human–computer interactions and clarify the benefits and costs of using responsive chatbot technologies. This contribution implies that, for the time being, works are still in progress for interactive, anthropomorphic chatbots to mimic human customer services agents’ verbal, vocal and visual cues, when they respond to online queries. In conclusion it puts forward plausible research avenues in this promising area of study.

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Literature
go back to reference Adam M, Wessel M, Benlian A (2021) AI-based chatbots in customer service and their effects on user compliance. Electron Mark 31(2):427–445CrossRef Adam M, Wessel M, Benlian A (2021) AI-based chatbots in customer service and their effects on user compliance. Electron Mark 31(2):427–445CrossRef
go back to reference Balakrishnan J, Dwivedi YK (2021) Role of cognitive absorption in building user trust and experience. Psychol Mark 38(4):643–668CrossRef Balakrishnan J, Dwivedi YK (2021) Role of cognitive absorption in building user trust and experience. Psychol Mark 38(4):643–668CrossRef
go back to reference Belanche D, Casaló LV, Flavián C (2020a) Frontline robots in tourism and hospitality: service enhancement or cost reduction? Electron Mark 31(2):477–492 Belanche D, Casaló LV, Flavián C (2020a) Frontline robots in tourism and hospitality: service enhancement or cost reduction? Electron Mark 31(2):477–492
go back to reference Belanche D, Casaló LV, Flavian C, Schepers J (2020b) Robots or frontline employees? Exploring customers’ attributions of responsibility and stability after service failure or success. J Serv Manag 31(2):267–289CrossRef Belanche D, Casaló LV, Flavian C, Schepers J (2020b) Robots or frontline employees? Exploring customers’ attributions of responsibility and stability after service failure or success. J Serv Manag 31(2):267–289CrossRef
go back to reference Belanche D, Casaló LV, Flavián C, Schepers J (2020c) Service robot implementation: a theoretical framework and research agenda. Serv Ind J 40(3–4):203–225CrossRef Belanche D, Casaló LV, Flavián C, Schepers J (2020c) Service robot implementation: a theoretical framework and research agenda. Serv Ind J 40(3–4):203–225CrossRef
go back to reference Belanche D, Casaló LV, Schepers J, Flavián C (2021) Examining the effects of robots’ physical appearance, warmth, and competence in frontline services: the Humanness-Value-Loyalty model. Psychol Mark 38(12):2357–2376CrossRef Belanche D, Casaló LV, Schepers J, Flavián C (2021) Examining the effects of robots’ physical appearance, warmth, and competence in frontline services: the Humanness-Value-Loyalty model. Psychol Mark 38(12):2357–2376CrossRef
go back to reference Blut M, Wang C, Wünderlich NV, Brock C (2021) Understanding anthropomorphism in service provision: a meta-analysis of physical robots, chatbots, and other AI. J Acad Mark Sci 49(4):632–658CrossRef Blut M, Wang C, Wünderlich NV, Brock C (2021) Understanding anthropomorphism in service provision: a meta-analysis of physical robots, chatbots, and other AI. J Acad Mark Sci 49(4):632–658CrossRef
go back to reference Borau S, Otterbring T, Laporte S, Fosso Wamba S (2021) The most human bot: female gendering increases humanness perceptions of bots and acceptance of AI. Psychol Mark 38(7):1052–1068CrossRef Borau S, Otterbring T, Laporte S, Fosso Wamba S (2021) The most human bot: female gendering increases humanness perceptions of bots and acceptance of AI. Psychol Mark 38(7):1052–1068CrossRef
go back to reference Buhalis D, Cheng ESY (2020) Exploring the use of chatbots in hotels: technology providers’ perspective. In: Inf. and Comm Tech in Tourism. Springer, Cham, pp 231–242 Buhalis D, Cheng ESY (2020) Exploring the use of chatbots in hotels: technology providers’ perspective. In: Inf. and Comm Tech in Tourism. Springer, Cham, pp 231–242
go back to reference Caldarini G, Jaf S, McGarry K (2022) A literature survey of recent advances in chatbots. Information 13(1):41CrossRef Caldarini G, Jaf S, McGarry K (2022) A literature survey of recent advances in chatbots. Information 13(1):41CrossRef
go back to reference Camilleri MA (2020) The use of data-driven technologies for customer-centric marketing. Int J Big Data Manag 1(1):50–63CrossRef Camilleri MA (2020) The use of data-driven technologies for customer-centric marketing. Int J Big Data Manag 1(1):50–63CrossRef
go back to reference Camilleri MA (2021) E-commerce websites, consumer order fulfillment and after-sales service satisfaction: the customer is always right, even after the shopping cart check-out. J Strategy Manag 15(3):377–396CrossRef Camilleri MA (2021) E-commerce websites, consumer order fulfillment and after-sales service satisfaction: the customer is always right, even after the shopping cart check-out. J Strategy Manag 15(3):377–396CrossRef
go back to reference Capriotti P, Zeler I, Camilleri MA (2021) Corporate communication through social networks: the identification of the key dimensions for dialogic communication. In: Strat Corp Comm in the Digital Age. Emerald Publishing Limited, Bingley, pp 33–51 Capriotti P, Zeler I, Camilleri MA (2021) Corporate communication through social networks: the identification of the key dimensions for dialogic communication. In: Strat Corp Comm in the Digital Age. Emerald Publishing Limited, Bingley, pp 33–51
go back to reference Castillo D, Canhoto AI, Said E (2021) The dark side of AI-powered service interactions: exploring the process of co-destruction from the customer perspective. Serv Ind J 41(13–14):900–925CrossRef Castillo D, Canhoto AI, Said E (2021) The dark side of AI-powered service interactions: exploring the process of co-destruction from the customer perspective. Serv Ind J 41(13–14):900–925CrossRef
go back to reference Chen JS, Tran-Thien TTY, Florence D (2021) Usability and responsiveness of artificial intelligence chatbot on online customer experience in e-retailing. Int J Retail Distrib Manag 49(11):1512–1531CrossRef Chen JS, Tran-Thien TTY, Florence D (2021) Usability and responsiveness of artificial intelligence chatbot on online customer experience in e-retailing. Int J Retail Distrib Manag 49(11):1512–1531CrossRef
go back to reference Cheng Y, Jiang H (2020) AI-Powered mental health chatbots: examining users’ motivations, active communicative action and engagement after mass-shooting disasters. J Conting Crisis Manag 28(3):339–354CrossRef Cheng Y, Jiang H (2020) AI-Powered mental health chatbots: examining users’ motivations, active communicative action and engagement after mass-shooting disasters. J Conting Crisis Manag 28(3):339–354CrossRef
go back to reference Chopra K (2019) Indian shopper motivation to use artificial intelligence: generating Vroom’s expectancy theory of motivation using grounded theory approach. Int J Retail Distrib Manag 47(3):331–347CrossRef Chopra K (2019) Indian shopper motivation to use artificial intelligence: generating Vroom’s expectancy theory of motivation using grounded theory approach. Int J Retail Distrib Manag 47(3):331–347CrossRef
go back to reference Ciechanowski L, Przegalinska A, Magnuski M, Gloor P (2019) In the shades of the uncanny valley: an experimental study of human–chatbot interaction. Future Gener Comput Syst 92:539–548CrossRef Ciechanowski L, Przegalinska A, Magnuski M, Gloor P (2019) In the shades of the uncanny valley: an experimental study of human–chatbot interaction. Future Gener Comput Syst 92:539–548CrossRef
go back to reference Crolic C, Thomaz F, Hadi R, Stephen AT (2021) Blame the bot: anthropomorphism and anger in customer-chatbot interactions. J Mark 86(1):132–148CrossRef Crolic C, Thomaz F, Hadi R, Stephen AT (2021) Blame the bot: anthropomorphism and anger in customer-chatbot interactions. J Mark 86(1):132–148CrossRef
go back to reference De Cicco R, Silva SC, Alparone FR (2020) Millennials’ attitude toward chatbots: an experimental study in a social relationship perspective. Int J Retail Distrib Manag 48(11):1213–1233CrossRef De Cicco R, Silva SC, Alparone FR (2020) Millennials’ attitude toward chatbots: an experimental study in a social relationship perspective. Int J Retail Distrib Manag 48(11):1213–1233CrossRef
go back to reference Eren BA (2021) Determinants of customer satisfaction in chatbot use: evidence from a banking application in Turkey. Int J Bank Mark 39(2):294–311CrossRef Eren BA (2021) Determinants of customer satisfaction in chatbot use: evidence from a banking application in Turkey. Int J Bank Mark 39(2):294–311CrossRef
go back to reference Flavián C, Casaló LV (2021) Artificial intelligence in services: current trends, benefits and challenges. Serv Ind J 41(13–14):853–859CrossRef Flavián C, Casaló LV (2021) Artificial intelligence in services: current trends, benefits and challenges. Serv Ind J 41(13–14):853–859CrossRef
go back to reference Flavián C, Pérez-Rueda A, Belanche D, Casaló LV (2021) Intention to use analytical artificial intelligence (AI) in services—the effect of technology readiness and awareness. J Serv Manag 33(2):293–320CrossRef Flavián C, Pérez-Rueda A, Belanche D, Casaló LV (2021) Intention to use analytical artificial intelligence (AI) in services—the effect of technology readiness and awareness. J Serv Manag 33(2):293–320CrossRef
go back to reference Forgas-Coll S, Huertas-Garcia R, Andriella A, Alenyà G (2022) The effects of gender and personality of robot assistants on customers’ acceptance of their service. Serv Bus 16:359–389CrossRef Forgas-Coll S, Huertas-Garcia R, Andriella A, Alenyà G (2022) The effects of gender and personality of robot assistants on customers’ acceptance of their service. Serv Bus 16:359–389CrossRef
go back to reference Hajarian M, Camilleri MA, Díaz P, Aedo I (2021) A taxonomy of online marketing methods. In: Strat Corp Comm in the Digital Age. Emerald Publishing Limited, Bingley, pp 235–250 Hajarian M, Camilleri MA, Díaz P, Aedo I (2021) A taxonomy of online marketing methods. In: Strat Corp Comm in the Digital Age. Emerald Publishing Limited, Bingley, pp 235–250
go back to reference Hildebrand C, Bergner A (2021) Conversational robo advisors as surrogates of trust: onboarding experience, firm perception, and consumer financial decision making. J Acad Mark Sci 49(4):659–676CrossRef Hildebrand C, Bergner A (2021) Conversational robo advisors as surrogates of trust: onboarding experience, firm perception, and consumer financial decision making. J Acad Mark Sci 49(4):659–676CrossRef
go back to reference Hoyer WD, Kroschke M, Schmitt B, Kraume K, Shankar V (2020) Transforming the customer experience through new technologies. J Int Mark 51:57–71CrossRef Hoyer WD, Kroschke M, Schmitt B, Kraume K, Shankar V (2020) Transforming the customer experience through new technologies. J Int Mark 51:57–71CrossRef
go back to reference Huang Y-S, Kao W-K (2021) Chatbot service usage during a pandemic: fear and social distancing. Serv Ind J 41(13–14):964–984CrossRef Huang Y-S, Kao W-K (2021) Chatbot service usage during a pandemic: fear and social distancing. Serv Ind J 41(13–14):964–984CrossRef
go back to reference Huang JW, Lin CP (2011) To stick or not to stick: The social response theory in the development of continuance intention from organizational cross-level perspective. Comput Hum Behav 27(5):1963–1973CrossRef Huang JW, Lin CP (2011) To stick or not to stick: The social response theory in the development of continuance intention from organizational cross-level perspective. Comput Hum Behav 27(5):1963–1973CrossRef
go back to reference Huang MH, Rust RT (2018) Artificial intelligence in service. J Serv Res 21(2):155–172CrossRef Huang MH, Rust RT (2018) Artificial intelligence in service. J Serv Res 21(2):155–172CrossRef
go back to reference Jiménez-Barreto J, Rubio N, Molinillo S (2021) Find a flight for me, Oscar!” Motivational customer experiences with chatbots. Int J Contemp Hosp Manag 33(11):3860–3882CrossRef Jiménez-Barreto J, Rubio N, Molinillo S (2021) Find a flight for me, Oscar!” Motivational customer experiences with chatbots. Int J Contemp Hosp Manag 33(11):3860–3882CrossRef
go back to reference Kull AJ, Romero M, Monahan L (2021) How may I help you? Driving brand engagement through the warmth of an initial chatbot message. J Bus Res 135:840–850CrossRef Kull AJ, Romero M, Monahan L (2021) How may I help you? Driving brand engagement through the warmth of an initial chatbot message. J Bus Res 135:840–850CrossRef
go back to reference Kushwaha AK, Kumar P, Kar AK (2021) What impacts customer experience for B2B enterprises on using AI-enabled chatbots? Insights from Big data analytics. Ind Mark Manag 98:207–221CrossRef Kushwaha AK, Kumar P, Kar AK (2021) What impacts customer experience for B2B enterprises on using AI-enabled chatbots? Insights from Big data analytics. Ind Mark Manag 98:207–221CrossRef
go back to reference Lalicic L, Weismayer C (2021) Consumers’ reasons and perceived value co-creation of using artificial intelligence-enabled travel service agents. J Bus Res 129:891–901CrossRef Lalicic L, Weismayer C (2021) Consumers’ reasons and perceived value co-creation of using artificial intelligence-enabled travel service agents. J Bus Res 129:891–901CrossRef
go back to reference Lee SM, Lee D (2020) “Untact”: a new customer service strategy in the digital age. Serv Bus 14(1):1–22CrossRef Lee SM, Lee D (2020) “Untact”: a new customer service strategy in the digital age. Serv Bus 14(1):1–22CrossRef
go back to reference Leung XY, Wen H (2020) Chatbot usage in restaurant takeout orders: a comparison study of three ordering methods. J Hosp Tour Manag 45:377–386CrossRef Leung XY, Wen H (2020) Chatbot usage in restaurant takeout orders: a comparison study of three ordering methods. J Hosp Tour Manag 45:377–386CrossRef
go back to reference Lewis SC, Guzman AL, Schmidt TR (2019) Automation, journalism, and human–machine communication: rethinking roles and relationships of humans and machines in news. Dig Journalism 7(4):409–427CrossRef Lewis SC, Guzman AL, Schmidt TR (2019) Automation, journalism, and human–machine communication: rethinking roles and relationships of humans and machines in news. Dig Journalism 7(4):409–427CrossRef
go back to reference Li L, Lee KY, Emokpae E, Yang SB (2021) What makes you continuously use chatbot services? Evidence from chinese online travel agencies. Electron Mark 31(3):575–599CrossRef Li L, Lee KY, Emokpae E, Yang SB (2021) What makes you continuously use chatbot services? Evidence from chinese online travel agencies. Electron Mark 31(3):575–599CrossRef
go back to reference Lou C, Kang H, Tse CH (2021) Bots vs. humans: how schema congruity, contingency-based interactivity, and sympathy influence consumer perceptions and patronage intentions. Int J Adv 41(4):655–684CrossRef Lou C, Kang H, Tse CH (2021) Bots vs. humans: how schema congruity, contingency-based interactivity, and sympathy influence consumer perceptions and patronage intentions. Int J Adv 41(4):655–684CrossRef
go back to reference Lucia-Palacios L, Bordonoba-Juste V, Pérez-López R (2021) Consumer-to-consumer reselling adoption among European countries: differences between old and young millennials. Serv Bus 15(2):253–279CrossRef Lucia-Palacios L, Bordonoba-Juste V, Pérez-López R (2021) Consumer-to-consumer reselling adoption among European countries: differences between old and young millennials. Serv Bus 15(2):253–279CrossRef
go back to reference Luo X, Tong S, Fang Z, Qu Z (2019) Frontiers: machines vs. humans: the impact of artificial intelligence chatbot disclosure on customer purchases. Mark Sci 38(6):937–947 Luo X, Tong S, Fang Z, Qu Z (2019) Frontiers: machines vs. humans: the impact of artificial intelligence chatbot disclosure on customer purchases. Mark Sci 38(6):937–947
go back to reference Matiatou M (2019) Communication technologies in E-tourism: a review of online frameworks. Strat Persp in Dest Mktg. Emerald Publishing Limited, Bingley, pp 174–197 Matiatou M (2019) Communication technologies in E-tourism: a review of online frameworks. Strat Persp in Dest Mktg. Emerald Publishing Limited, Bingley, pp 174–197
go back to reference Mero J (2018) The effects of two-way communication and chat service usage on consumer attitudes in the e-commerce retailing sector. Electron Mark 28:205–217 Mero J (2018) The effects of two-way communication and chat service usage on consumer attitudes in the e-commerce retailing sector. Electron Mark 28:205–217
go back to reference McLean G, Osei-Frimpong K, Wilson A, Pitardi V (2020) How live chat assistants drive travel consumers’ attitudes, trust and purchase intentions: the role of human touch. Int J Contemp Hosp Manag 32(5):1795–1812CrossRef McLean G, Osei-Frimpong K, Wilson A, Pitardi V (2020) How live chat assistants drive travel consumers’ attitudes, trust and purchase intentions: the role of human touch. Int J Contemp Hosp Manag 32(5):1795–1812CrossRef
go back to reference Melián-González S, Gutiérrez-Taño D, Bulchand-Gidumal J (2021) Predicting the intentions to use chatbots for travel and tourism. Curr Issues Tour 24(2):192–210CrossRef Melián-González S, Gutiérrez-Taño D, Bulchand-Gidumal J (2021) Predicting the intentions to use chatbots for travel and tourism. Curr Issues Tour 24(2):192–210CrossRef
go back to reference Moher D, Shamseer L, Clarke M, Ghersi D, Liberati A, Petticrew M, Shekelle P, Stewart LA, PRISMA-P Group (2015) Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev 4(1):1–9CrossRef Moher D, Shamseer L, Clarke M, Ghersi D, Liberati A, Petticrew M, Shekelle P, Stewart LA, PRISMA-P Group (2015) Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev 4(1):1–9CrossRef
go back to reference Moon Y, Nass C (1996) How “real” are computer personalities? Psychological responses to personality types in human-computer interaction. Comm Res 23(6):651–674 Moon Y, Nass C (1996) How “real” are computer personalities? Psychological responses to personality types in human-computer interaction. Comm Res 23(6):651–674
go back to reference Moriuchi E, Landers VM, Colton D, Hair N (2021) Engagement with chatbots versus augmented reality interactive technology in e-commerce. J Strategy Mark 29(5):375–389CrossRef Moriuchi E, Landers VM, Colton D, Hair N (2021) Engagement with chatbots versus augmented reality interactive technology in e-commerce. J Strategy Mark 29(5):375–389CrossRef
go back to reference Mostafa RB, Kasamani T (2021) Antecedents and consequences of chatbot initial trust. Eur J Mark 56(6):1748–1771CrossRef Mostafa RB, Kasamani T (2021) Antecedents and consequences of chatbot initial trust. Eur J Mark 56(6):1748–1771CrossRef
go back to reference Mozafari N, Weiger WH, Hammerschmidt M (2021) Trust me, I’m a bot—repercussions of chatbot disclosure in different service frontline settings. J Serv Manag 33(2):221–245CrossRef Mozafari N, Weiger WH, Hammerschmidt M (2021) Trust me, I’m a bot—repercussions of chatbot disclosure in different service frontline settings. J Serv Manag 33(2):221–245CrossRef
go back to reference Murtarelli G, Gregory A, Romenti S (2021) A conversation-based perspective for shaping ethical human–machine interactions: the particular challenge of chatbots. J Bus Res 129:927–935CrossRef Murtarelli G, Gregory A, Romenti S (2021) A conversation-based perspective for shaping ethical human–machine interactions: the particular challenge of chatbots. J Bus Res 129:927–935CrossRef
go back to reference Nass C, Moon Y (2000) Machines and mindlessness: social responses to computers. J Soc Issues 56(1):81–103CrossRef Nass C, Moon Y (2000) Machines and mindlessness: social responses to computers. J Soc Issues 56(1):81–103CrossRef
go back to reference Nass C, Steuer J, Tauber ER (1994) Computers are social actors. In: Proceedings of the SIGCHI Conf on Hum Factors in Comp Syst, pp 72–78 Nass C, Steuer J, Tauber ER (1994) Computers are social actors. In: Proceedings of the SIGCHI Conf on Hum Factors in Comp Syst, pp 72–78
go back to reference Neuburger L, Beck J, Egger R (2018) The ‘Phygital’ tourist experience: the use of augmented and virtual reality in destination marketing. In Tour Planning and Dest Mktg. Emerald Publishing Limited, Bingley, pp 183–202 Neuburger L, Beck J, Egger R (2018) The ‘Phygital’ tourist experience: the use of augmented and virtual reality in destination marketing. In Tour Planning and Dest Mktg. Emerald Publishing Limited, Bingley, pp 183–202
go back to reference Orden-Mejía M, Huertas A (2021) Analysis of the attributes of smart tourism technologies in destination chatbots that influence tourist satisfaction. Curr Issues Tour 25(17):2854–2869CrossRef Orden-Mejía M, Huertas A (2021) Analysis of the attributes of smart tourism technologies in destination chatbots that influence tourist satisfaction. Curr Issues Tour 25(17):2854–2869CrossRef
go back to reference Pantano E, Scarpi D (2022) I, robot, you, consumer: measuring artificial intelligence types and their effect on consumers emotions in service. J Serv Res 25(4):583–600CrossRef Pantano E, Scarpi D (2022) I, robot, you, consumer: measuring artificial intelligence types and their effect on consumers emotions in service. J Serv Res 25(4):583–600CrossRef
go back to reference Paschou T, Rapaccini M, Adrodegari F, Saccani N (2020) Digital servitization in manufacturing: a systematic literature review and research agenda. Ind Mark Manag 89:278–292CrossRef Paschou T, Rapaccini M, Adrodegari F, Saccani N (2020) Digital servitization in manufacturing: a systematic literature review and research agenda. Ind Mark Manag 89:278–292CrossRef
go back to reference Pfeuffer N, Benlian A, Gimpel H, Hinz O (2019) Anthropomorphic information systems. Bus Inf Syst Eng 61(4):523–533CrossRef Pfeuffer N, Benlian A, Gimpel H, Hinz O (2019) Anthropomorphic information systems. Bus Inf Syst Eng 61(4):523–533CrossRef
go back to reference Pillai R, Sivathanu B (2020) Adoption of AI-based chatbots for hospitality and tourism. Int J Contemp Hosp Manag 32(10):3199–3226CrossRef Pillai R, Sivathanu B (2020) Adoption of AI-based chatbots for hospitality and tourism. Int J Contemp Hosp Manag 32(10):3199–3226CrossRef
go back to reference Przegalinska A, Ciechanowski L, Stroz A, Gloor P, Mazurek G (2019) In bot we trust: a new methodology of chatbot performance measures. Bus Horiz 62(6):785–797CrossRef Przegalinska A, Ciechanowski L, Stroz A, Gloor P, Mazurek G (2019) In bot we trust: a new methodology of chatbot performance measures. Bus Horiz 62(6):785–797CrossRef
go back to reference Ranoliya BR, Raghuwanshi N, Singh S (2017) Chatbot for university related FAQs. In: 2017 Int Conf on Adv in Comp, Comm and Inform (ICACCI), pp 1525–1530. IEEE Ranoliya BR, Raghuwanshi N, Singh S (2017) Chatbot for university related FAQs. In: 2017 Int Conf on Adv in Comp, Comm and Inform (ICACCI), pp 1525–1530. IEEE
go back to reference Rha JS, Lee HH (2022) Research trends in digital transformation in the service sector: a review based on network text analysis. Serv Bus 16:77–98CrossRef Rha JS, Lee HH (2022) Research trends in digital transformation in the service sector: a review based on network text analysis. Serv Bus 16:77–98CrossRef
go back to reference Riikkinen M, Saarijärvi H, Sarlin P, Lähteenmäki (2018) Using artificial intelligence to create value in insurance. Int J Bank Mark 36(6):1145–1168 Riikkinen M, Saarijärvi H, Sarlin P, Lähteenmäki (2018) Using artificial intelligence to create value in insurance. Int J Bank Mark 36(6):1145–1168
go back to reference Roy R, Naidoo V (2021) Enhancing chatbot effectiveness: the role of anthropomorphic conversational styles and time orientation. J Bus Res 126:23–34CrossRef Roy R, Naidoo V (2021) Enhancing chatbot effectiveness: the role of anthropomorphic conversational styles and time orientation. J Bus Res 126:23–34CrossRef
go back to reference Rutschi C, Dibbern J (2020) Towards a framework of implementing software robots: transforming human-executed Routines into Machines. Database Adv Inf Syst 51(1):104–128CrossRef Rutschi C, Dibbern J (2020) Towards a framework of implementing software robots: transforming human-executed Routines into Machines. Database Adv Inf Syst 51(1):104–128CrossRef
go back to reference Sands S, Ferraro C, Campbell C, Tsao HY (2021) Managing the human–chatbot divide: how service scripts influence service experience. J Serv Manag 32(2):246–264CrossRef Sands S, Ferraro C, Campbell C, Tsao HY (2021) Managing the human–chatbot divide: how service scripts influence service experience. J Serv Manag 32(2):246–264CrossRef
go back to reference Schanke S, Burtch G, Ray G (2021) Estimating the impact of “humanizing” customer service chatbots. Inf Syst Res 32(3):736–751CrossRef Schanke S, Burtch G, Ray G (2021) Estimating the impact of “humanizing” customer service chatbots. Inf Syst Res 32(3):736–751CrossRef
go back to reference Schuetzler RM, Grimes GM, Scott Giboney J (2020) The impact of chatbot conversational skill on engagement and perceived humanness. J Manag Inf Syst 37(3):875–900CrossRef Schuetzler RM, Grimes GM, Scott Giboney J (2020) The impact of chatbot conversational skill on engagement and perceived humanness. J Manag Inf Syst 37(3):875–900CrossRef
go back to reference Seering J, Flores JP, Savage S, Hammer J (2018) The social roles of bots: evaluating impact of bots on discussions in online communities. Proc ACM Hum-Comput Interact 2:1–29CrossRef Seering J, Flores JP, Savage S, Hammer J (2018) The social roles of bots: evaluating impact of bots on discussions in online communities. Proc ACM Hum-Comput Interact 2:1–29CrossRef
go back to reference Sheehan B, Jin HS, Gottlieb U (2020) Customer service chatbots: anthropomorphism and adoption. J Bus Res 115:14–24CrossRef Sheehan B, Jin HS, Gottlieb U (2020) Customer service chatbots: anthropomorphism and adoption. J Bus Res 115:14–24CrossRef
go back to reference Shiu-Wan H, Cheng MJ, Chiu PC (2019) Do antecedents of trust and satisfaction promote consumer loyalty in physical and virtual stores? A multi-channel view. Serv Bus 13(1):1–23CrossRef Shiu-Wan H, Cheng MJ, Chiu PC (2019) Do antecedents of trust and satisfaction promote consumer loyalty in physical and virtual stores? A multi-channel view. Serv Bus 13(1):1–23CrossRef
go back to reference Shum HY, He X, Li D (2018) From Eliza to XiaoIce: challenges and opportunities with social chatbots. Cornell University, Ithaca Shum HY, He X, Li D (2018) From Eliza to XiaoIce: challenges and opportunities with social chatbots. Cornell University, Ithaca
go back to reference Sidaoui K, Jaakkola M, Burton J (2020) AI feel you: customer experience assessment via chatbot interviews. J Serv Manag 31(4):745–766CrossRef Sidaoui K, Jaakkola M, Burton J (2020) AI feel you: customer experience assessment via chatbot interviews. J Serv Manag 31(4):745–766CrossRef
go back to reference Stoeckli E, Dremel C, Uebernickel F, Brenner W (2020) How affordances of chatbots cross the chasm between social and traditional enterprise systems. Elect Mark 30(2):369–403CrossRef Stoeckli E, Dremel C, Uebernickel F, Brenner W (2020) How affordances of chatbots cross the chasm between social and traditional enterprise systems. Elect Mark 30(2):369–403CrossRef
go back to reference 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. J Acad Mark Sci 48:43–63CrossRef 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. J Acad Mark Sci 48:43–63CrossRef
go back to reference Tsai WHS, Liu Y, Chuan CH (2021) How chatbots’ social presence communication enhances consumer engagement: the mediating role of parasocial interaction and dialogue. J Res Interact Mark 15(3):460–482CrossRef Tsai WHS, Liu Y, Chuan CH (2021) How chatbots’ social presence communication enhances consumer engagement: the mediating role of parasocial interaction and dialogue. J Res Interact Mark 15(3):460–482CrossRef
go back to reference Van Pinxteren MME, Pluymaekers M, Lemmink JGAM (2020) Human-like communication in conversational agents: a literature review and research agenda. J Serv Manag 31(2):203–225CrossRef Van Pinxteren MME, Pluymaekers M, Lemmink JGAM (2020) Human-like communication in conversational agents: a literature review and research agenda. J Serv Manag 31(2):203–225CrossRef
go back to reference Wang HS, Yim CKB (2019) Effects of dominance transitions on advice adherence in professional service conversations. J Acad Mark Sci 47(5):919–938CrossRef Wang HS, Yim CKB (2019) Effects of dominance transitions on advice adherence in professional service conversations. J Acad Mark Sci 47(5):919–938CrossRef
go back to reference Wei W, Liu J, Mao X, Guo G, Zhu F, Zhou P, Hu Y, Feng S (2021) Target-guided emotion-aware chat machine. ACM Trans Inf Syst 39(4):1–24CrossRef Wei W, Liu J, Mao X, Guo G, Zhu F, Zhou P, Hu Y, Feng S (2021) Target-guided emotion-aware chat machine. ACM Trans Inf Syst 39(4):1–24CrossRef
go back to reference Wilkinson D, Alkan O, Liao QV, Mattetti M, Vejsbjerg I, Knijnenburg BP, Daly E (2021) Why or why not? The effect of justification styles on chatbot recommendations. ACM Trans Inf Syst 39(4):1–21CrossRef Wilkinson D, Alkan O, Liao QV, Mattetti M, Vejsbjerg I, Knijnenburg BP, Daly E (2021) Why or why not? The effect of justification styles on chatbot recommendations. ACM Trans Inf Syst 39(4):1–21CrossRef
Metadata
Title
Live support by chatbots with artificial intelligence: A future research agenda
Authors
Mark Anthony Camilleri
Ciro Troise
Publication date
10-11-2022
Publisher
Springer Berlin Heidelberg
Published in
Service Business / Issue 1/2023
Print ISSN: 1862-8516
Electronic ISSN: 1862-8508
DOI
https://doi.org/10.1007/s11628-022-00513-9

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