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Is Chatbot More Effective? Investigating the Effect of Service Recovery Agents and Consumer Loss on Consumer Forgiveness

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inferredcites →https://doi.org/10.1002/mar.21002openalex-snapshot
Consumer Revenge Using the Internet and Social Media: An Examination of the Role of Service Failure Types and Cognitive Appraisal Processes
inferredcites →https://doi.org/10.1002/mar.21723openalex-snapshot
Buffer bots: The role of virtual service agents in mitigating negative effects when service fails
inferredcites →https://doi.org/10.1007/s11747-019-00634-0openalex-snapshot
Leveraging service recovery strategies to reduce customer churn in an emerging market
inferredcites →https://doi.org/10.1016/j.annals.2020.103114openalex-snapshot
Does a cute artificial intelligence assistant soften the blow? The impact of cuteness on customer tolerance of assistant service failure
inferredcites →https://doi.org/10.1016/j.chb.2010.01.013openalex-snapshot
Integrating TTF and UTAUT to explain mobile banking user adoption
inferredcites →https://doi.org/10.1016/j.chb.2015.02.026openalex-snapshot
Real conversations with artificial intelligence: A comparison between human–human online conversations and human–chatbot conversations
inferredcites →https://doi.org/10.1016/j.chb.2017.03.023openalex-snapshot
Interacting with news: Exploring the effects of modality and perceived responsiveness and control on news source credibility and enjoyment among second screen viewers
inferredcites →https://doi.org/10.1016/j.chb.2020.106520openalex-snapshot
Who gets the blame for service failures? Attribution of responsibility toward robot versus human service providers and service firms
inferredcites →https://doi.org/10.1016/j.chb.2024.108411openalex-snapshot
After opening the black box: Meta-dehumanization matters in algorithm recommendation aversion
inferredcites →https://doi.org/10.1016/j.copsyc.2015.11.005openalex-snapshot
Customer forgiveness following service failures
inferredcites →https://doi.org/10.1016/j.dss.2024.114168openalex-snapshot
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance
inferredcites →https://doi.org/10.1016/j.dss.2024.114347openalex-snapshot
The impact of emotional expression by artificial intelligence recommendation chatbots on perceived humanness and social interactivity
inferredcites →https://doi.org/10.1016/j.elerap.2024.101421openalex-snapshot
It’s better than nothing: The influence of service failures on user reusage intention in AI chatbot
inferredcites →https://doi.org/10.1016/j.elerap.2025.101488openalex-snapshot
Apologizing with a smile or crying face? Exploring the impact of emoji types on customer forgiveness within chatbots service recovery
inferredcites →https://doi.org/10.1016/j.ijhcs.2021.102630openalex-snapshot
The human side of human-chatbot interaction: A systematic literature review of ten years of research on text-based chatbots
inferredcites →https://doi.org/10.1016/j.ijhm.2011.06.015openalex-snapshot
The role of tie strength on consumer dissatisfaction responses
inferredcites →https://doi.org/10.1016/j.ijhm.2020.102501openalex-snapshot
Human staff vs. service robot vs. fellow customer: Does it matter who helps your customer following a service failure incident?
inferredcites →https://doi.org/10.1016/j.ijhm.2020.102678openalex-snapshot
Understanding homophily of service failure within the hotel guest cycle: Applying NLP-aspect-based sentiment analysis to the hospitality industry
inferredcites →https://doi.org/10.1016/j.ijhm.2022.103387openalex-snapshot
A natural apology is sincere: Understanding chatbots' performance in symbolic recovery
inferredcites →https://doi.org/10.1016/j.ijhm.2023.103457openalex-snapshot
The evolution of service failure and recovery research in hospitality and tourism: An integrative review and future research directions
inferredcites →https://doi.org/10.1016/j.ijhm.2024.103889openalex-snapshot
Conceptualizing the role of virtual service agents in service failure recovery: Guiding insights
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2010.09.001openalex-snapshot
The relationship of service failure severity, service recovery justice and perceived switching costs with customer loyalty in the context of e-tailing
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2024.102771openalex-snapshot
Humans as teammates: The signal of human–AI teaming enhances consumer acceptance of chatbots
inferredcites →https://doi.org/10.1016/j.ijresmar.2020.06.004openalex-snapshot
Emotional support from a digital assistant in technology-mediated services: Effects on customer satisfaction and behavioral persistence
inferredcites →https://doi.org/10.1016/j.jbusres.2014.08.005openalex-snapshot
How customers cope with service failure? A study of brand reputation and customer satisfaction
inferredcites →https://doi.org/10.1016/j.jbusres.2018.07.049openalex-snapshot
The critical role of customer forgiveness in successful service recovery
inferredcites →https://doi.org/10.1016/j.jbusres.2020.11.006openalex-snapshot
Artificial intelligence and the new forms of interaction: Who has the control when interacting with a chatbot?
inferredcites →https://doi.org/10.1016/j.jbusres.2021.11.044openalex-snapshot
Appropriate service robots in exchange and communal relationships
inferredcites →https://doi.org/10.1016/j.jbusres.2021.11.051openalex-snapshot
Can beauty save service failures? The role of recovery employees’ physical attractiveness in the tourism industry
inferredcites →https://doi.org/10.1016/j.jbusres.2022.06.044openalex-snapshot
AI is better when I'm sure: The influence of certainty of needs on consumers' acceptance of AI chatbots
inferredcites →https://doi.org/10.1016/j.jbusres.2025.115381openalex-snapshot
Affiliative or self-defeating? Exploring the effect of humor types on customer forgiveness in the context of AI agents’ service failure
inferredcites →https://doi.org/10.1016/j.jcps.2008.09.006openalex-snapshot
Beyond fit and attitude: The effect of emotional attachment on consumer responses to brand extensions
inferredcites →https://doi.org/10.1016/j.jretai.2013.03.002openalex-snapshot
When do customers offer firms a “second chance” following a double deviation? The impact of inferred firm motives on customer revenge and reconciliation
inferredcites →https://doi.org/10.1016/j.jretconser.2019.101886openalex-snapshot
Mediating role of customer forgiveness between perceived justice and satisfaction
inferredcites →https://doi.org/10.1016/j.jretconser.2020.102322openalex-snapshot
How trust mediate the effects of perceived justice on loyalty: A study in the context of automotive recall in China
inferredcites →https://doi.org/10.1016/j.jretconser.2021.102849openalex-snapshot
The relative impact of advertising and referral reward programs on the post-consumption evaluations in the context of service failure
inferredcites →https://doi.org/10.1016/j.jretconser.2021.102878openalex-snapshot
Social anxiety as a moderator in consumer willingness to accept AI assistants based on utilitarian and hedonic values
inferredcites →https://doi.org/10.1016/j.jretconser.2023.103325openalex-snapshot
Whether to trust chatbots: Applying the event-related approach to understand consumers’ emotional experiences in interactions with chatbots in e-commerce
inferredcites →https://doi.org/10.1016/j.jretconser.2023.103511openalex-snapshot
Examining the impact of service robot communication styles on customer intimacy following service failure
inferredcites →https://doi.org/10.1016/j.jretconser.2024.103847openalex-snapshot
Consumer reactions to chatbot versus human service: An investigation in the role of outcome valence and perceived empathy
inferredcites →https://doi.org/10.1016/j.jretconser.2024.104137openalex-snapshot
Consumer response to E-commerce service failure: Leveraging repurchase intentions through strategic recovery policies
inferredcites →https://doi.org/10.1016/j.jretconser.2024.104147openalex-snapshot
Retail consumers' conundrum: An in-depth qualitative study navigating the motivations and aversion of chatbots
inferredcites →https://doi.org/10.1016/j.jretconser.2025.104325openalex-snapshot
Sincerity or incompetence? The double-edged sword effect of sadness expression in chatbots service failure
inferredcites →https://doi.org/10.1016/j.obhdp.2018.12.005openalex-snapshot
Algorithm appreciation: People prefer algorithmic to human judgment
inferredcites →https://doi.org/10.1016/j.techsoc.2023.102244openalex-snapshot
How do consumers react to chatbots' humorous emojis in service failures
inferredcites →https://doi.org/10.1037/xge0000033openalex-snapshot
Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err
inferredcites →https://doi.org/10.1080/07421222.2018.1523534openalex-snapshot
The Persuasive Power of Algorithmic and Crowdsourced Advice
inferredcites →https://doi.org/10.1080/19368623.2010.508010openalex-snapshot
Complaining in Cyberspace: The Motives and Forms of Hotel Guests' Complaints Online
inferredcites →https://doi.org/10.1080/19368623.2019.1639095openalex-snapshot
When does technology anthropomorphism help alleviate customer dissatisfaction after a service failure? – The moderating role of consumer technology self-efficacy and interdependent self-construal
inferredcites →https://doi.org/10.1080/19368623.2020.1685053openalex-snapshot
Antecedents of customers’ acceptance of artificially intelligent robotic device use in hospitality services
inferredcites →https://doi.org/10.1080/19368623.2023.2246456openalex-snapshot
Service robot’s responses in service recovery and service evaluation: the moderating role of robots’ social perception
inferredcites →https://doi.org/10.1086/520075openalex-snapshot
Consumer Responses to Performance Failures by High-Equity Brands: Table 1
inferredcites →https://doi.org/10.1086/663775openalex-snapshot
Self-Affirmation through the Choice of Highly Aesthetic Products
inferredcites →https://doi.org/10.1108/eum0000000004784openalex-snapshot
A Service Quality Model and its Marketing Implications
inferredcites →https://doi.org/10.1108/ijchm-01-2020-0001openalex-snapshot
Tolerating errors in hospitality organizations: relationships with learning behavior, error reporting and service recovery performance
inferredcites →https://doi.org/10.1108/ijchm-11-2021-1441openalex-snapshot
Service failure research in the hospitality and tourism industry: a synopsis of past, present and future dynamics from 2001 to 2020
inferredcites →https://doi.org/10.1108/jbim-09-2014-0182openalex-snapshot
Prototyping, customer involvement, and speed of information dissemination in new product success
inferredcites →https://doi.org/10.1108/josm-03-2021-0096openalex-snapshot
Making the customer experience journey more hedonic in a traditionally utilitarian service context: a case study
inferredcites →https://doi.org/10.1108/jstp-01-2018-0013openalex-snapshot
Does online service failure matter to offline customer loyalty in the integrated multi-channel context? The moderating effect of brand strength
inferredcites →https://doi.org/10.1126/science.1134475openalex-snapshot
Dimensions of Mind Perception
inferredcites →https://doi.org/10.1177/0011000008326546openalex-snapshot
Collectivism, Forgiveness, and Social Harmony
inferredcites →https://doi.org/10.1177/0022242920957347openalex-snapshot
Artificial Intelligence in Utilitarian vs. Hedonic Contexts: The “Word-of-Machine” Effect
inferredcites →https://doi.org/10.1177/00222429211045687openalex-snapshot
Blame the Bot: Anthropomorphism and Anger in Customer–Chatbot Interactions
inferredcites →https://doi.org/10.1177/00222429211066972openalex-snapshot
Bad News? Send an AI. Good News? Send a Human
inferredcites →https://doi.org/10.1177/0022243719851788openalex-snapshot
Task-Dependent Algorithm Aversion
inferredcites →https://doi.org/10.1177/00222437211070016openalex-snapshot
Thumbs Up or Down: Consumer Reactions to Decisions by Algorithms Versus Humans
inferredcites →https://doi.org/10.1177/002224379903600305openalex-snapshot
A Model of Customer Satisfaction with Service Encounters Involving Failure and Recovery
inferredcites →https://doi.org/10.1177/0047287516684979openalex-snapshot
The “Terminal” Effects of Service Failure on Airlines: Examining Service Recovery with Justice Theory
inferredcites →https://doi.org/10.1177/0047287519877257openalex-snapshot
Understanding the Influence of Airport Servicescape on Traveler Dissatisfaction and Misbehavior
inferredcites →https://doi.org/10.1177/1094670510387914openalex-snapshot
A Meta-Analysis of Organizational Complaint Handling and Customer Responses
inferredcites →https://doi.org/10.1177/1094670517728339openalex-snapshot
Service Employee Responses to Angry Customer Complaints
inferredcites →https://doi.org/10.1509/jmkg.73.6.18openalex-snapshot
When Customer Love Turns into Lasting Hate: The Effects of Relationship Strength and Time on Customer Revenge and Avoidance
inferredcites →https://doi.org/10.17705/2msqe.00039openalex-snapshot
Deciding Whether and How to Deploy Chatbots
inferredcites →https://doi.org/10.2307/249689openalex-snapshot
Task-Technology Fit and Individual Performance
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