Alexa, Can I Trust You? Exploring Consumer Paths to Trust in Smart Voice-Interaction Technologies

Trust is considered a prerequisite for consumer interaction with smart voice-interaction technologies such as smart speakers, although how exactly this develops remains unclear. Adopting the Computers Are Social Actors paradigm, we investigate how users of smart technology build and maintain trust in their devices. We conduct three qualitative studies to enhance understanding of the development of consumer trust in and interaction with smart technologies. Our findings suggest that consumers follow four paths to trust in smart technology: on one path, in which consumers relate their trust to the perceived personality of the technology’s voice interface and on three nonanthropomorphism-based trust paths. Our research contributes to existing work by illustrating how consumers build trust relationships with smart technology, presenting evidence of more intimate forms of partnering as a coping strategy for managing the paradoxes of smart technology, and clarifying the transfer of trust from brand experiences to smart products.

[1]  W. Hofmann,et al.  When Temptations Come Alive: How Anthropomorphism Undermines Self-Control , 2015 .

[2]  Francesca Gennai,et al.  Home sweet home: The emotional construction of places , 2011 .

[3]  Shuichi Nishio,et al.  Model of Dual Anthropomorphism: The Relationship Between the Media Equation Effect and Implicit Anthropomorphism , 2018, International Journal of Social Robotics.

[4]  William Rand,et al.  Consumer Connectivity in a Complex, Technology-enabled, and Mobile-oriented World with Smart Products , 2017 .

[5]  Russell W. Belk,et al.  Servant, friend or master? The relationships users build with voice-controlled smart devices , 2019, Journal of Marketing Management.

[6]  Stacy L. Wood,et al.  From Fear to Loathing? How Emotion Influences the Evaluation and Early Use of Innovations: , 2006 .

[7]  Colin Camerer,et al.  Not So Different After All: A Cross-Discipline View Of Trust , 1998 .

[8]  R. Silverstone,et al.  Information and communication technologies and the moral economy of the household , 2003 .

[9]  S. Mallett Understanding Home: A Critical Review of the Literature , 2004 .

[10]  Irene Lopatovska,et al.  Personification of the Amazon Alexa: BFF or a Mindless Companion , 2018, CHIIR.

[11]  Zied Mani,et al.  Drivers of consumers’ resistance to smart products , 2017 .

[12]  D. Hoffman,et al.  Consumer and Object Experience in the Internet of Things: An Assemblage Theory Approach , 2018 .

[13]  Andreas Janson,et al.  The What and How of Smart Personal Assistants: Principles and Application Domains for IS Research , 2018 .

[14]  Blaine G. Robbins Probing the Links Between Trustworthiness, Trust, and Emotion , 2016 .

[15]  J. Cacioppo,et al.  On seeing human: a three-factor theory of anthropomorphism. , 2007, Psychological review.

[16]  Xin Li,et al.  Why do we trust new technology? A study of initial trust formation with organizational information systems , 2008, J. Strateg. Inf. Syst..

[17]  Sean Blair,et al.  Doing Well by Doing Good: The Benevolent Halo of Corporate Social Responsibility , 2015 .

[18]  Kim-Phuong L. Vu,et al.  Voice Activated Personal Assistant: Acceptability of Use in the Public Space , 2014, HCI.

[19]  Wenhuan Wang,et al.  Smartphones as Social Actors? Social dispositional factors in assessing anthropomorphism , 2017, Comput. Hum. Behav..

[20]  Jan H. Schumann,et al.  Drivers of Trust in Relational Service Exchange: Understanding the Importance of Cross-Cultural Differences , 2010 .

[21]  Charles L. A. Clarke,et al.  Exploring Conversational Search With Humans, Assistants, and Wizards , 2017, CHI Extended Abstracts.

[22]  Diego Gambetta Trust : making and breaking cooperative relations , 1992 .

[23]  T. White,et al.  Consumer Trust and Advice Acceptance: The Moderating Roles of Benevolence, Expertise, and Negative Emotions , 2005 .

[24]  Jung-hye Shin Making home in the age of globalization: A comparative analysis of elderly homes in the U.S. and Korea , 2014 .

[25]  Joseph P. Cannon,et al.  Understanding the Influence of National Culture on the Development of Trust , 1998 .

[26]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[27]  Rosanna Garcia,et al.  Consumer resistance to innovation—a behavioral reasoning perspective , 2015 .

[28]  S. Fournier,et al.  Paradoxes of Technology: Consumer Cognizance, Emotions, and Coping Strategies , 1998 .

[29]  M. Schweitzer,et al.  Feeling and believing: the influence of emotion on trust. , 2003, Journal of personality and social psychology.

[30]  Heloir,et al.  The Uncanny Valley , 2019, The Animation Studies Reader.

[31]  Andrew McStay,et al.  Emotional AI: The Rise of Empathic Media , 2018 .

[32]  S. Fournier,et al.  Brands as Relationship Partners: Warmth, Competence, and In-Between , 2011 .

[33]  K. Cook,et al.  Trust Building via Risk Taking: A Cross-Societal Experiment , 2005 .

[34]  Mei-Ling Chen,et al.  How Personal Experience and Technical Knowledge Affect Using Conversational Agents , 2018, IUI Companion.

[35]  G. Zaltman,et al.  Factors affecting trust in market research relationships. , 1993 .

[36]  George R. Milne,et al.  Internet of Things: Convenience vs. privacy and secrecy , 2015 .

[37]  Deborah Richards,et al.  ForgetMeNot: What and how users expect intelligent virtual agents to recall and forget personal conversational content , 2014, Int. J. Hum. Comput. Stud..

[38]  Robin J. Tanner,et al.  A Tiger and a President: Imperceptible Celebrity Facial Cues Influence Trust and Preference , 2012 .

[39]  Anne Pfeifle,et al.  Alexa, What Should We Do about Privacy? Protecting Privacy for Users of Voice-Activated Devices , 2018 .

[40]  J. H. Davis,et al.  An Integrative Model Of Organizational Trust , 1995 .

[41]  M. Holbrook,et al.  The Chain of Effects from Brand Trust and Brand Affect to Brand Performance: The Role of Brand Loyalty , 2001 .

[42]  Evan Selinger,et al.  Robot Eyes Wide Shut: Understanding Dishonest Anthropomorphism , 2019, FAT.

[43]  Daniel B. Shank Trusting Technological Actors: A Foundation in Structure and Cultural Sentiments , 2010 .

[44]  Daniel J. McAllister Affect- and Cognition-Based Trust as Foundations for Interpersonal Cooperation in Organizations , 1995 .

[45]  Douglas C. Derrick,et al.  The affective outcomes of using influence tactics in embodied conversational agents , 2014, Comput. Hum. Behav..

[46]  Sarah Sharples,et al.  "Do Animals Have Accents?": Talking with Agents in Multi-Party Conversation , 2017, CSCW.

[47]  J. H. Davis,et al.  An Integrative Model of Organizational Trust: Past, Present, and Future , 2007 .

[48]  Samuel B. Williams,et al.  ASSOCIATION FOR COMPUTING MACHINERY , 2000 .

[49]  C. Nass,et al.  Trust in Computers: The Computers-Are-Social-Actors (CASA) Paradigm and Trustworthiness Perception in Human-Computer Communication , 2010 .

[50]  Mark S. Johnson,et al.  The Different Roles of Satisfaction, Trust, and Commitment in Customer Relationships , 1999 .

[51]  Jean-François Lemoine,et al.  Anthropomorphic virtual assistants and the reactions of Internet users: An experiment on the assistant’s voice , 2019, Recherche et Applications en Marketing (English Edition).

[52]  J. Kandampully,et al.  Frontline Service Technology infusion: conceptual archetypes and future research directions , 2019, Journal of Service Management.

[53]  J. Munuera-Aleman,et al.  Brand trust in the context of consumer loyalty , 2001 .

[54]  R. Mehta,et al.  Look at Me! Or Don’t… : How Mere Social Presence Impacts Innovation Adoption , 2019, Journal of the Association for Consumer Research.

[55]  Sima'anKhalil,et al.  Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship , 2006 .

[56]  John Harvey,et al.  Proposal, project, practice, pause: Developing a framework for evaluating smart domestic product engagement , 2018 .

[57]  Mohammadali Zolfagharian,et al.  The dark side of consumer life in the age of virtual and mobile technology , 2017 .

[58]  Kerstin Fischer,et al.  Interpersonal variation in understanding robots as social actors , 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[59]  The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power , 2020 .

[60]  Thao Phan Amazon Echo and the Aesthetics of Whiteness , 2019, Catalyst: Feminism, Theory, Technoscience.

[61]  Constantinos Patsakis,et al.  Monkey Says, Monkey Does: Security and Privacy on Voice Assistants , 2017, IEEE Access.

[62]  John K. Butler Toward Understanding and Measuring Conditions of Trust: Evolution of a Conditions of Trust Inventory , 1991 .

[63]  Devon S. Johnson,et al.  Cognitive and affective trust in service relationships , 2005 .

[64]  Clifford Nass,et al.  The media equation - how people treat computers, television, and new media like real people and places , 1996 .

[65]  Henry H. Emurian,et al.  An overview of online trust: Concepts, elements, and implications , 2005, Comput. Hum. Behav..

[66]  Grant Mccracken The long interview , 1988 .

[67]  P. Prasad Working with the “smart” machine: computerization and the discourse of anthropomorphism in organizations ∗ , 1995 .

[68]  J. Michael Pearson,et al.  Is Trust Important in Technology Adoption? A Policy Capturing Approach , 2003, J. Comput. Inf. Syst..

[69]  C. Miller,et al.  Human-Computer Etiquette: Cultural Expectations and the Design Implications They Place on Computers and Technology , 2010 .

[70]  Stuart Shapiro,et al.  Places and Spaces: The Historical Interaction of Technology, Home, and Privacy , 1998, Inf. Soc..

[71]  Karen Yeung,et al.  ‘Hypernudge’: Big Data as a mode of regulation by design , 2016, The Social Power of Algorithms.

[72]  Poornima Madhavan,et al.  A note of caution regarding anthropomorphism in HCI agents , 2013, Comput. Hum. Behav..

[73]  C. Nass,et al.  Machines and Mindlessness , 2000 .

[74]  Robert W. Palmatier,et al.  The Role of Culture in International Relationship Marketing , 2014 .

[75]  Russell Belk,et al.  Consumers in an Age of Autonomous and Semiautonomous Machines , 2017 .

[76]  Susan Spiggle Analysis and Interpretation of Qualitative Data in Consumer Research , 1994 .

[77]  Jichen Zhu,et al.  Patterns for How Users Overcome Obstacles in Voice User Interfaces , 2018, CHI.

[78]  Subbarao Kambhampati,et al.  What's up with Privacy?: User Preferences and Privacy Concerns in Intelligent Personal Assistants , 2017, AIES.

[79]  Edward C. Tomlinson,et al.  Models of Interpersonal Trust Development: Theoretical Approaches, Empirical Evidence, and Future Directions , 2006 .

[80]  P. Pronovost,et al.  Doing Well by Doing Good , 2014, American journal of medical quality : the official journal of the American College of Medical Quality.

[81]  Yuhua Liang,et al.  Mindlessness and gaining compliance in Computer-Human Interaction , 2013, Comput. Hum. Behav..

[82]  Shankar Ganesan,et al.  Dimensions and Levels of Trust: Implications for Commitment to a Relationship , 1997 .

[83]  Jay F. Nunamaker,et al.  The influence of conversational agent embodiment and conversational relevance on socially desirable responding , 2018, Decis. Support Syst..

[84]  Kevin Quigley Trust: The social virtues and the creation of prosperity , 1996 .

[85]  David C. Arnott,et al.  Trust – current thinking and future research , 2007 .

[86]  Li Gong,et al.  How social is social responses to computers? The function of the degree of anthropomorphism in computer representations , 2008, Comput. Hum. Behav..

[87]  Imed Zitouni,et al.  Understanding User Satisfaction with Intelligent Assistants , 2016, CHIIR.

[88]  Amitai Etzioni Cyber Trust , 2019 .

[89]  Bernd Blöbaum Key Factors in the Process of Trust. On the Analysis of Trust under Digital Conditions , 2016 .

[90]  Masooda Bashir,et al.  Trust in Automation , 2015, Hum. Factors.

[91]  Turo-Kimmo Lehtonen,et al.  The Domestication of New Technologies as a Set of Trials , 2003 .

[92]  Benjamin R. Cowan,et al.  "What can i help you with?": infrequent users' experiences of intelligent personal assistants , 2017, MobileHCI.

[93]  Joel J. P. C. Rodrigues,et al.  Intelligent Personal Assistants Based on Internet of Things Approaches , 2018, IEEE Systems Journal.

[94]  Irene C. L. Ng,et al.  The Internet-of-Things: Review and research directions , 2017 .

[95]  Sara Kim,et al.  Gaming with Mr. Slot or Gaming the Slot Machine? Power, Anthropomorphism, and Risk Perception , 2011 .

[96]  S. Hunt,et al.  The Commitment-Trust Theory of Relationship Marketing , 1994 .

[97]  Izak Benbasat,et al.  Trust In and Adoption of Online Recommendation Agents , 2005, J. Assoc. Inf. Syst..

[98]  Ellen Garbarino,et al.  Dynamic pricing in internet retail: Effects on consumer trust , 2003 .

[99]  Qi Li,et al.  Talk to me: Exploring user interactions with the Amazon Alexa , 2019, J. Libr. Inf. Sci..

[100]  Samuel S. Monfort,et al.  Almost human: Anthropomorphism increases trust resilience in cognitive agents. , 2016, Journal of experimental psychology. Applied.

[101]  Daniel Burton Shank,et al.  Feeling our way to machine minds: People's emotions when perceiving mind in artificial intelligence , 2019, Comput. Hum. Behav..

[102]  Jiajia Li,et al.  Multimodal Interaction and Believability: How can we design and evaluate the next generation of IPA? , 2017, BCS HCI.

[103]  R. Elliott,et al.  The nature of trust in brands: a psychosocial model , 2007 .

[104]  N. Epley,et al.  The mind in the machine: Anthropomorphism increases trust in an autonomous vehicle , 2014 .

[105]  Abigail Sellen,et al.  "Like Having a Really Bad PA": The Gulf between User Expectation and Experience of Conversational Agents , 2016, CHI.

[106]  Eun-Ju Lee,et al.  What Triggers Social Responses to Flattering Computers? Experimental Tests of Anthropomorphism and Mindlessness Explanations , 2010, Commun. Res..

[107]  Zoey Chen,et al.  When, Why, and How Controversy Causes Conversation , 2012 .

[108]  Michel Tuan Pham,et al.  Consumers’ Trust in Feelings as Information , 2012 .

[109]  N. Epley,et al.  A Mind like Mine: The Exceptionally Ordinary Underpinnings of Anthropomorphism , 2018, Journal of the Association for Consumer Research.

[110]  J. Mcharg How do we learn? , 2009, Indian journal of medical sciences.

[111]  Regina Jucks,et al.  'Can I Trust the Spoken Dialogue System Because It Uses the Same Words as I Do?' - Influence of Lexically Aligned Spoken Dialogue Systems on Trustworthiness and User Satisfaction , 2018, Interact. Comput..

[112]  Eugene Cho,et al.  The Effects of Modality, Device, and Task Differences on Perceived Human Likeness of Voice-Activated Virtual Assistants , 2019, Cyberpsychology Behav. Soc. Netw..

[113]  Lisa E. Bolton,et al.  Culture, Relationship Norm, and Dual Entitlement , 2018 .

[114]  Shruti Sannon,et al.  "Alexa is my new BFF": Social Roles, User Satisfaction, and Personification of the Amazon Echo , 2017, CHI Extended Abstracts.

[115]  J. Rotter Interpersonal trust, trustworthiness, and gullibility. , 1980 .

[116]  Roland T. Rust,et al.  Feature Fatigue: When Product Capabilities Become Too Much of a Good Thing , 2005 .

[117]  Jochen Wirtz,et al.  Unlocking value from machines: business models and the industrial internet of things , 2017 .

[118]  Justin Scott Giboney,et al.  The effect of conversational agent skill on user behavior during deception , 2019, Comput. Hum. Behav..

[119]  Jennifer L. Glanville,et al.  How do We Learn to Trust? A Confirmatory Tetrad Analysis of the Sources of Generalized Trust , 2007 .

[120]  V. Braun,et al.  Using thematic analysis in psychology , 2006 .

[121]  R. Marshall,et al.  Exploring Customer Loyalty Following Service Recovery , 2008 .

[122]  Sydney Gregory,et al.  Culture's consequences: international differences in work-related values , 1982 .

[123]  Heetae Yang,et al.  Understanding adoption of intelligent personal assistants: A parasocial relationship perspective , 2018, Ind. Manag. Data Syst..

[124]  S. Fuchs Trust and Power , 2019, Contemporary Sociology: A Journal of Reviews.

[125]  Carey K. Morewedge,et al.  Journal of Personality and Social Psychology Making Sense by Making Sentient : Effectance Motivation Increases , 2010 .

[126]  Janghee Cho Mental Models and Home Virtual Assistants (HVAs) , 2018, CHI Extended Abstracts.

[127]  R. D'amico Discipline and Punish: The Birth of the Prison , 1978, Telos.

[128]  Jagdip Singh,et al.  Consumer Trust, Value, and Loyalty in Relational Exchanges , 2002 .

[129]  A. Fickers The Emergence of Television as a Conservative Media Revolution: Historicising a Process of Remediation in the Post-War Western European Mass Media Ensemble , 2012 .

[130]  D. Hoffman,et al.  Relationship journeys in the internet of things: a new framework for understanding interactions between consumers and smart objects , 2018, Journal of the Academy of Marketing Science.

[131]  Katherine N. Lemon,et al.  Understanding Customer Experience Throughout the Customer Journey , 2016 .