Online Customer Trust in the Context of the General Data Protection Regulation (GDPR)

Background: A recent global survey found that almost half of Internet users who never buy online indicated lack of trust as the main reason. The General Data Protection Regulation (GDPR) is new legislation expected to provide the opportunity for organizations to improve their customer trust through personal data governance. Few studies explore online customer trust from the GDPR perspective. This study aims to fill this gap by drawing on the Technology Acceptance Model (TAM) and Self-Determination Theory (SDT), examining the antecedents of online customer trust from the GDPR perspective. The study also attempts to derive insights about the GDPR that may affect online customer trust, but which to date have little presence in frameworks of the antecedents of online trust. The main research questions are as follows. First, what are the impacts of perceived technology, perceived risks and perceived trustworthiness on online customer trust in the GDPR context? Second, what are the GDPR-specific factors that may affect online customer trust? Method: This positivist study used a survey strategy with a deductive approach to investigate the research questions. A questionnaire was designed for primary data collection as the basis for quantitative data analysis. Results: Data analysis confirmed that several GDPR-related trust antecedents – perceived security, perceived third-party assurance and perceived openness – are positively associated with online customer trust. This study offers new insights into the SDT adaptation that suggest the value of motivation theory for trust research in the GDPR context. This study also generates insights about the GDPR that may affect online customer trust. Conclusions: This study suggests that the GDPR plays a significant role in online customer trust by bringing about stronger rights and more transparency for online customers. Both the confirmation and insights are a contribution that can lead seemingly old-fashioned trust antecedents into a new application.

[1]  Xin Luo,et al.  Rebuilding Post-Violation Trust in B2C Electronic Commerce , 2009, J. Organ. End User Comput..

[2]  Garima Malik,et al.  Explaining customer's continuance intention to use mobile banking apps with an integrative perspective of ECT and Self-determination theory , 2018, Pac. Asia J. Assoc. Inf. Syst..

[3]  Adolfas Kaziliūnas,et al.  "Success factors for quality management systems: certification benefits" , 2010 .

[4]  Ardion Beldad,et al.  How shall I trust the faceless and the intangible? A literature review on the antecedents of online trust , 2010, Comput. Hum. Behav..

[5]  E. Deci,et al.  Self-determination theory: A macrotheory of human motivation, development, and health. , 2008 .

[6]  D. Koehn The Nature of and Conditions for Online Trust , 2003 .

[7]  Shinsaku Kiyomoto,et al.  PrivacyGuide: Towards an Implementation of the EU GDPR on Internet Privacy Policy Evaluation , 2018, IWSPA@CODASPY.

[8]  Ahsan Ali Chaudhri,et al.  Do Consumers Trust Mobile Service Advertising , 2011 .

[9]  Byoungho Jin,et al.  The role of etail quality, e-satisfaction and e-trust in online loyalty development process , 2009 .

[10]  C. Bianchi,et al.  Risk, trust, and consumer online purchasing behaviour : a Chilean perspective , 2012 .

[11]  Sung-joon Yoon,et al.  The antecedents and consequences of trust in online-purchase decisions , 2002 .

[12]  A. Chong,et al.  Online banking adoption: an empirical analysis , 2010 .

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

[14]  Kathryn M. Kimery,et al.  THIRD-PARTY ASSURANCES: MAPPING THE ROAD TO TRUST IN E-RETAILING , 2002 .

[15]  Wu He,et al.  The Impact of GDPR on Global Technology Development , 2019, Journal of Global Information Technology Management.

[16]  Mohan Menon GDPR and Data Powered Marketing: The Beginning of a New Paradigm , 2019, Journal of Marketing Development and Competitiveness.

[17]  Shyh-Rong Fang,et al.  ANTECEDENTS AND DISTINCTIONS BETWEEN ONLINE TRUST AND DISTRUST: PREDICTING HIGH- AND LOW-RISK INTERNET BEHAVIORS , 2013 .

[18]  Ewald A. Kaluscha,et al.  Empirical research in on-line trust: a review and critical assessment , 2003, Int. J. Hum. Comput. Stud..

[19]  Reed K. Holden,et al.  Toward An Understanding Of Loyalty: The Moderating Role Of Trust* , 2016 .

[20]  K. Ruyter,et al.  What drives consumers to shop online? A literature review , 2004 .

[21]  E. Deci,et al.  Motivation and Education: The Self-Determination Perspective , 2008 .

[22]  Marija Boban Protection of personal data and public and private sector provisions in the implementation of the general EU directive on personal data (GDPR) , 2019 .

[23]  R. Vallerand Toward A Hierarchical Model of Intrinsic and Extrinsic Motivation , 1997 .

[24]  Robert Greenberg,et al.  Culture and Consumer Trust in Online Businesses , 2008, J. Glob. Inf. Manag..

[25]  Sajad Rezaei,et al.  User satisfaction with mobile websites: the impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust , 2014 .

[26]  Gurpreet Dhillon,et al.  Interpreting Dimensions of Consumer Trust in E-Commerce , 2003, Inf. Technol. Manag..

[27]  Glen T. Cameron,et al.  What Corporations Say Matters More than What They Say They Do? A Test of a Truth Claim and Transparency in Press Releases on Corporate Websites and Facebook Pages , 2014 .

[28]  F. Cross Law and Trust , 2005 .

[29]  Chorng-Shyong Ong,et al.  Security, Risk, and Trust in Individuals' Internet Banking Adoption: An Integrated Model , 2015 .

[30]  H. Celik,et al.  Influence of social norms, perceived playfulness and online shopping anxiety on customers' adoption of online retail shopping , 2011 .

[31]  Paul A. Pavlou,et al.  Consumer Acceptance of Electronic Commerce: Integrating Trust and Risk with the Technology Acceptance Model , 2003, Int. J. Electron. Commer..

[32]  Mary Helen Fagan,et al.  Exploring the Intention to Use Computers: An Empirical Investigation of the Role of Intrinsic Motivation, Extrinsic Motivation, and Perceived Ease of Use , 2008, J. Comput. Inf. Syst..

[33]  Jari Salo,et al.  A conceptual model of trust in the online environment , 2007, Online Inf. Rev..

[34]  Danny Arnold,et al.  Exploring transparency: a new framework for responsible business management , 2016 .

[35]  Sandra Wachter,et al.  Normative challenges of identification in the Internet of Things: Privacy, profiling, discrimination, and the GDPR , 2018, Comput. Law Secur. Rev..

[36]  Guohua Wu,et al.  Effects of Perceived Interactivity, Perceived Web Assurance and Disposition to Trust on Initial Online Trust , 2010, J. Comput. Mediat. Commun..

[37]  Daniel Brantes Ferreira,et al.  The effects of trust transference, mobile attributes and enjoyment on mobile trust , 2015 .

[38]  Joseph F. Hair,et al.  Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research , 2014 .

[39]  Seth Flaxman,et al.  European Union Regulations on Algorithmic Decision-Making and a "Right to Explanation" , 2016, AI Mag..

[40]  Simona Chirica The Main Novelties And Implications Of The New General Data Protection Regulation , 2017 .

[41]  Yoon C. Cho,et al.  Exploring Factors That Affect Usefulness, Ease Of Use, Trust, And Purchase Intention In The Online Environment , 2015 .

[42]  Li-Wen Chuang,et al.  Understanding online shopping intention: the roles of four types of trust and their antecedents , 2014, Internet Res..

[43]  Matthew K. O. Lee,et al.  A Trust Model for Consumer Internet Shopping , 2001, Int. J. Electron. Commer..

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

[45]  P. Nath,et al.  A model of trust in online relationship banking , 2003 .

[46]  Judy Chuan-Chuan Lin,et al.  Antecedents and consequences of trust in online product recommendation: An empirical study in social shopping , 2010, Online Inf. Rev..

[47]  Michel Tenenhaus,et al.  PLS path modeling , 2005, Comput. Stat. Data Anal..

[48]  M. K. Raja,et al.  Online privacy and security concerns of consumers , 2016, Inf. Comput. Secur..

[49]  Paul A. Pavlou,et al.  Understanding and Predicting Electronic Commerce Adoption: An Extension of the Theory of Planned Behavior , 2006, MIS Q..

[50]  Detmar W. Straub,et al.  Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs , 1999, MIS Q..

[51]  Marnie Clark,et al.  Public trust in policing: A global search for the genetic code to inform policy and practice in Canada , 2017 .

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

[53]  Norman L. Chervany,et al.  What Trust Means in E-Commerce Customer Relationships: An Interdisciplinary Conceptual Typology , 2001, Int. J. Electron. Commer..

[54]  Kakoli Bandyopadhyay,et al.  The European General Data Protection Regulation and Competitiveness of Firms , 2018 .

[55]  Donna L. Hoffman,et al.  Building consumer trust online , 1999, CACM.

[56]  C. Demchak,et al.  Democracy and Bureaucracy in the Age of the Web , 2002 .

[57]  David Gefen,et al.  The conceptualization of trust, risk and their electronic commerce: the need for clarifications , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[58]  Ejaz Ahmed,et al.  The effect of motivation on trust in the acceptance of internet banking in a low income country , 2013 .

[59]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[60]  Milena M. Head,et al.  Manipulating perceived social presence through the web interface and its impact on attitude towards online shopping , 2007, Int. J. Hum. Comput. Stud..

[61]  P. Nath,et al.  Role of Electronic Trust in Online Retailing: A Re-examination of the Commitment-Trust Theory , 2007 .

[62]  Paul De Hert,et al.  Expanding the European data protection scope beyond territory: Article 3 of the General Data Protection Regulation in its wider context , 2016 .

[63]  D. Gefen,et al.  Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services , 2004 .

[64]  Detmar W. Straub,et al.  Trust and TAM in Online Shopping: An Integrated Model , 2003, MIS Q..

[65]  K. Ghosh,et al.  Conceptualizing consumer “trust” in online buying behaviour: an empirical inquiry and model development in Indian context , 2013 .

[66]  Mehdy Farzaneh Kazerouni,et al.  Behavioral factors influencing virtual knowledge sharing: theory of reasoned action , 2011 .

[67]  Ken Kwong-Kay Wong,et al.  Partial Least Squares Structural Equation Modeling (PLS-SEM) Techniques Using SmartPLS , 2013 .

[68]  Wynne W. Chin How to Write Up and Report PLS Analyses , 2010 .

[69]  Stuart J. Barnes,et al.  Initial trust and online buyer behaviour , 2007, Ind. Manag. Data Syst..

[70]  Richard,et al.  Extrinsic and Intrinsic Motivation to Use Computers in the Workplace , 2022 .

[71]  Juan José García,et al.  The importance of perceived trust, security and privacy in online trading systems , 2009, Inf. Manag. Comput. Secur..

[72]  T. Das,et al.  The Risk-Based View of Trust: A Conceptual Framework , 2004 .

[73]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[74]  Jin Baek Kim,et al.  An empirical study on consumer first purchase intention in online shopping: integrating initial trust and TAM , 2012, Electronic Commerce Research.

[75]  Olivia Altmayer The Tipping Point – Reevaluating the ASNEF-EQUIFAX Separation of Competition of Data Privacy Law in the Wake of the 2017 Equifax Data Breach , 2018 .

[76]  Marios Koufaris,et al.  The development of initial trust in an online company by new customers , 2004, Inf. Manag..

[77]  Vijayan Sugumaran,et al.  Web assurance seal services, trust and consumers’ concerns: an investigation of e-commerce transaction intentions across two nations , 2016, Eur. J. Inf. Syst..

[78]  Heikki Karjaluoto,et al.  Consumer acceptance of online banking: an extension of the technology acceptance model , 2004, Internet Res..

[79]  M. S. Balaji,et al.  Building trust in internet banking: a trustworthiness perspective , 2015, Ind. Manag. Data Syst..

[80]  W. Gregory Voss European Union Data Privacy Law Reform: General Data Protection Regulation, Privacy Shield, and the Right to Delisting , 2017 .

[81]  Stéphane Ciriani,et al.  The Economic Impact of the European Reform of Data Protection , 2015 .

[82]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[83]  Marcel Creemers,et al.  Understanding online purchase intentions: contributions from technology and trust perspectives , 2003, Eur. J. Inf. Syst..

[84]  W. Fred van Raaij,et al.  Banking system trust, bank trust, and bank loyalty , 2017 .

[85]  Yu-Qian Zhu,et al.  Service Fairness and Customer Satisfaction in Internet Banking: Exploring the Mediating Effects of Trust and Customer Value , 2012, Internet Res..

[86]  Joseph F. Hair,et al.  When to use and how to report the results of PLS-SEM , 2019, European Business Review.

[87]  Gopal Das,et al.  Antecedents and consequences of trust: an e-tail branding perspective , 2016 .

[88]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[89]  Tiago Oliveira,et al.  Modelling and testing consumer trust dimensions in e-commerce , 2017, Comput. Hum. Behav..

[90]  Sandra Streukens,et al.  Comfort your online customer: quality, trust and loyalty on the internet , 2004 .

[91]  Susan Wiedenbeck,et al.  On-line trust: concepts, evolving themes, a model , 2003, Int. J. Hum. Comput. Stud..

[92]  Young-Gul Kim,et al.  Extending the TAM for a World-Wide-Web context , 2000, Inf. Manag..

[93]  F. Sultan,et al.  Are the Drivers and Role of Online Trust the Same for All Web Sites and Consumers? A Large-Scale Exploratory Empirical Study , 2005 .

[94]  Antonina Bauman,et al.  The use of the repertory grid technique in online trust research , 2015 .

[95]  Chee-Wee Tan,et al.  The art of appeal in electronic commerce: Understanding the impact of product and website quality on online purchases , 2017, Internet Res..

[96]  Ismaila Bojang,et al.  Determinants oOf Trust in B2c E-Commerce and their Relationship with Consumer Online Trust: A Case of Ekaterinburg, Russian Federation , 2017 .

[97]  Sirkka L. Jarvenpaa,et al.  Consumer trust in an Internet store , 2000, Inf. Technol. Manag..

[98]  Chih-Wei Chao,et al.  Permission email marketing and its influence on online shopping , 2016 .

[99]  P.T.J. Wolters,et al.  The Control by and Rights of the Data Subject Under the GDPR , 2018 .

[100]  Paul A. Pavlou,et al.  The transitional role of institutional trust in online interorganizational relationships , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[101]  McKenzie L. Kuhn 147 Million Social Security Numbers for Sale: Developing Data Protection Legislation after Mass Cybersecurity Breaches , 2018 .

[102]  Samer Faraj,et al.  The Role of Intermediaries in the Development of Trust on the WWW: The Use and Prominence of Trusted Third Parties and Privacy Statements , 2006, J. Comput. Mediat. Commun..

[103]  David Jacobs,et al.  Updating the Law of Information Privacy: The New Framework of the European Union , 2013 .

[104]  Dah-Kwei Liou,et al.  The mediation of cognitive attitude for online shopping , 2016, Inf. Technol. People.

[105]  J. Ejdys Building technology trust in ICT application at a university , 2018, International Journal of Emerging Markets.

[106]  Jiming Wu,et al.  Effects of Extrinsic and Intrinsic Motivators on Using Utilitarian, Hedonic, and Dual-Purposed Information Systems: A Meta-Analysis , 2013, J. Assoc. Inf. Syst..

[107]  Marko Sarstedt,et al.  PLS-SEM: Indeed a Silver Bullet , 2011 .

[108]  R. Lewicki,et al.  Trust in relationships: A model of development and decline. , 1995 .

[109]  M. Goddard The EU General Data Protection Regulation (GDPR): European Regulation that has a Global Impact , 2017 .

[110]  Maria Kutar,et al.  The General Data Protection Regulation (GDPR), Emerging Technologies and UK Organisations: Awareness, Implementation and Readiness , 2018, UKAIS.

[111]  Jian Mou,et al.  Antecedents of Trust in Electronic-Service Providers: Results from a Meta-Analysis , 2015, Pac. Asia J. Assoc. Inf. Syst..

[112]  France Bélanger,et al.  Trustworthiness in electronic commerce: the role of privacy, security, and site attributes , 2002, J. Strateg. Inf. Syst..

[113]  Robin L. Wakefield,et al.  Examining User Perceptions of Third-Party Organizations Credibility and Trust in an E-Retailer , 2006, J. Organ. End User Comput..

[114]  P. Pavlou,et al.  Perceived Information Security, Financial Liability and Consumer Trust in Electronic Commerce Transactions , 2002 .

[115]  Mahendra Singh,et al.  How Long Tail and Trust Affect Online Shopping Behavior: An Extension to UTAUT2 Framework , 2018, Pac. Asia J. Assoc. Inf. Syst..

[116]  L. Andrews,et al.  Consumers' accounts of perceived risk online and the influence of communication sources , 2008 .

[117]  Detmar W. Straub,et al.  The Relative Importance of Perceived Ease of Use in IS Adoption: A Study of E-Commerce Adoption , 2000, J. Assoc. Inf. Syst..

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

[119]  Yüksel Köksal,et al.  An Investigation of the Important Factors Influence Web Trust in Online Shopping , 2015 .

[120]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[121]  David Gefen,et al.  TAM or Just Plain Habit: A Look at Experienced Online Shoppers , 2003, J. Organ. End User Comput..