Understanding uncertainty dimensions and Internet stock trading service in China from a social cognitive perspective

PurposeThis paper investigates the effects of different uncertainties on Internet stock trading (IST) adoption intentions of individual investors in China and aims to determine the interaction effects of trust and perceived benefits in the relationship between uncertainty dimensions and IST adoption intentions.Design/methodology/approachUsing a structured questionnaire, a survey of 353 experienced stock traders was conducted in China. The proposed uncertainty-trust-perceived benefits framework was examined through structural equation modelling using Smart PLS 3.0.FindingsThe study found significant negative effects of perceived technology uncertainty, perceived regulatory uncertainty and perceived information asymmetry on the IST adoption intentions of individual investors. Perceived service intangibility was found to have only insignificant effects on IST adoption intentions. In terms of interaction results, trust significantly moderates the relationship between IST adoption intentions and, respectively, perceived technology uncertainty and perceived information asymmetry. Similarly, perceived benefits significantly moderate the relationship between intentions to adopt IST and both perceived technology uncertainty and perceived regulatory uncertainty.Practical implicationsThe regulators for IST development in China could utilise the results of this study as guidelines for strategies to increase the use of IST among existing and potential investors.Originality/valueUsing social cognitive theory, this research investigates the effects of various uncertainties on IST adoption intentions of individual investors in China; these effects have not been explored by previous literature. Furthermore, few studies other than this one have investigated the interaction effects of factors which counteract the negative effect of other factors.

[1]  Muhammad Imran Rasheed,et al.  Assessing the Investors' Acceptance of Electronic Stock Trading in a Developing Country: The Mediating Role of Perceived Risk Dimensions , 2020, Inf. Resour. Manag. J..

[2]  Michael Welker,et al.  Disclosure Policy, Information Asymmetry, and Liquidity in Equity Markets* , 1995 .

[3]  Kira R. Fabrizio,et al.  The Effect of Regulatory Uncertainty on Investment: Evidence from Renewable Energy Generation , 2013 .

[4]  Joo Eng Lee-Partridge,et al.  A retail investor's perspective on the acceptance of Internet stock trading , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[5]  Unknown Unknowns: Uncertainty About Risk and Stock Returns , 2018, Journal of Financial and Quantitative Analysis.

[6]  Charles Makanyeza,et al.  Determinants of consumers’ intention to adopt mobile banking services in Zimbabwe , 2017 .

[7]  M. Laroche,et al.  How to reduce perceived risk when buying online: The interactions between intangibility, product knowledge, brand familiarity, privacy and security concerns , 2014 .

[8]  Mauricio Featherman,et al.  The intangibility of e-services: effects on perceived risk and acceptance , 2010, DATB.

[9]  David Yong Gun Fie,et al.  Adopting e-finance: decomposing the technology acceptance model for investors , 2015 .

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

[11]  Jeremy Nguyen,et al.  Factors Influencing e‐commerce Adoption by Retailers in Saudi Arabia: a qualitative analysis , 2011, Electron. J. Inf. Syst. Dev. Ctries..

[12]  Detmar W. Straub,et al.  A Practical Guide To Factorial Validity Using PLS-Graph: Tutorial And Annotated Example , 2005, Commun. Assoc. Inf. Syst..

[13]  Albert Bandura,et al.  Fearful expectations and avoidant actions as coeffects of perceived self-inefficacy. , 1986 .

[14]  Tahir Islam,et al.  Predicting the acceptance of MOOCs in a developing country: Application of task-technology fit model, social motivation, and self-determination theory , 2017, Telematics Informatics.

[15]  Kieran Mathieson,et al.  Predicting User Intentions: Comparing the Technology Acceptance Model with the Theory of Planned Behavior , 1991, Inf. Syst. Res..

[16]  Pierre Chandon,et al.  A Benefit Congruency Framework of Sales Promotion Effectiveness , 2000 .

[17]  Wei Song,et al.  Predictors for e-government adoption: integrating TAM, TPB, trust and perceived risk , 2017, Electron. Libr..

[18]  Wynne W. Chin,et al.  A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic - Mail Emotion/Adoption Study , 2003, Inf. Syst. Res..

[19]  Xiangdong Liu,et al.  Measuring the Effects of Risk and Cultural Dimensions on the Adoption of Online Stock Trading: A Developing Country Perspective , 2018, Int. J. Enterp. Inf. Syst..

[20]  Weiguo Fan,et al.  The joint moderating role of trust propensity and gender on consumers' online shopping behavior , 2015, Comput. Hum. Behav..

[21]  Linsey M. Steege,et al.  Development of a quantitative model of the impact of customers' personality and perceptions on Internet banking use , 2013, Comput. Hum. Behav..

[22]  Michel Laroche,et al.  Exploring How Intangibility Affects Perceived Risk , 2004 .

[23]  Hamid Reza Khedmatgozar,et al.  The role of dimensions of perceived risk in adoption of corporate internet banking by customers in Iran , 2018, Electron. Commer. Res..

[24]  Eric T. G. Wang,et al.  Understanding knowledge sharing in virtual communities: An integration of social capital and social cognitive theories , 2006, Decis. Support Syst..

[25]  Özlem Ege Oruç,et al.  An investigation of factors that affect internet banking usage based on structural equation modeling , 2017, Comput. Hum. Behav..

[26]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

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

[28]  Kuo-Wei Lee,et al.  From marketplace to marketspace: Investigating the consumer switch to online banking , 2011, Electron. Commer. Res. Appl..

[29]  C. Fornell,et al.  Evaluating Structural Equation Models with Unobservable Variables and Measurement Error , 1981 .

[30]  Kamel Rouibah,et al.  A decomposed theory of reasoned action to explain intention to use Internet stock trading among Malaysian investors , 2009, Comput. Hum. Behav..

[31]  B. Black,et al.  The Legal and Institutional Preconditions for Strong Securities Markets , 2001 .

[32]  Kit Hong Wong,et al.  The effects of consumption values and relational benefits on smartphone brand switching behavior , 2019, Inf. Technol. People.

[33]  Kwoting Fang,et al.  The use of a decomposed theory of planned behavior to study Internet banking in Taiwan , 2004, Internet Res..

[34]  Utpal Bhattacharya,et al.  INSIDERS, OUTSIDERS AND MARKET BREAKDOWNS , 1991 .

[35]  Charlotte H. Mason,et al.  Collinearity, Power, and Interpretation of Multiple Regression Analysis , 1991 .

[36]  Sahil Shah,et al.  Predicting stock market index using fusion of machine learning techniques , 2015, Expert Syst. Appl..

[37]  Amjad Iqbal,et al.  The role of financial advice and word-of-mouth communication on the association between investor personality and stock trading behavior: Evidence from Chinese stock market , 2017 .

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

[39]  Zahid Hameed,et al.  Assessing the determinants of flow experience in the adoption of learning management systems: the moderating role of perceived institutional support , 2017, Behav. Inf. Technol..

[40]  Volker H. Hoffmann,et al.  Effects of regulatory uncertainty on corporate strategy—an analysis of firms’ responses to uncertainty about post-Kyoto policy , 2009 .

[41]  D. Littler,et al.  Consumer perceptions of risk and uncertainty and the implications for behaviour towards innovative retail services: The case of Internet Banking , 2006 .

[42]  In Lee,et al.  An empirical examination of factors influencing the intention to use mobile payment , 2010, Comput. Hum. Behav..

[43]  Michael Song,et al.  The Effect of Perceived Technological Uncertainty on Japanese New Product Development , 2001 .

[44]  Tiago Oliveira,et al.  International Journal of Information Management , 2014 .

[45]  Hangjung Zo,et al.  Does XBRL adoption reduce information asymmetry , 2011 .

[46]  Wynne W. Chin,et al.  Structural Equation Modeling in Marketing: Some Practical Reminders , 2008 .

[47]  Yujong Hwang,et al.  An empirical study on trust in mobile banking: A developing country perspective , 2016, Comput. Hum. Behav..

[48]  M. Casper,et al.  A definition of "social environment". , 2001, American journal of public health.

[49]  G. Odekerken-Schröder,et al.  Achieving continued usage in online banking: a post-adoption study , 2019, International Journal of Bank Marketing.

[50]  Siu-cheung Chan,et al.  Understanding Internet Banking Adoption and Use Behavior: A Hong Kong Perspective , 2004, J. Glob. Inf. Manag..

[51]  V. Ratten,et al.  Social cognitive theory in technological innovations , 2007 .

[52]  T. C. Edwin Cheng,et al.  Adoption of internet banking: An empirical study in Hong Kong , 2006, Decis. Support Syst..

[53]  Charlotte H. Mason,et al.  Collinearity, power, and interpretation of multiple regression analysis. , 1991 .

[54]  V. Agarwal,et al.  Political Uncertainty and Household Stock Market Participation , 2019, Journal of Financial and Quantitative Analysis.

[55]  A. Bandura Social cognitive theory of self-regulation☆ , 1991 .

[56]  G. Zaltman,et al.  Factors Affecting Trust in Market Research Relationships , 1993 .

[57]  J. Joensen,et al.  Are Economists More Likely to Hold Stocks , 2007 .

[58]  Paul van Schaik,et al.  Testing a model of precautionary online behaviour: The case of online banking , 2018, Comput. Hum. Behav..

[59]  Thomas Trautmann,et al.  Regulatory Uncertainty: A Reason to Postpone Investments? Not Necessarily , 2009 .

[60]  Hazel Hall,et al.  Applications and applicability of Social Cognitive Theory in information science research , 2019, J. Libr. Inf. Sci..

[61]  Yi-Ming Tai,et al.  WILL STOCK INVESTORS USE MOBILE STOCK TRADING? A BENEFIT-RISK ASSESSMENT BASED ON A MODIFIED UTAUT MODEL , 2013 .

[62]  Efthymios Constantinides,et al.  Influencing the online consumer's behavior: the Web experience , 2004, Internet Res..

[63]  K. Giffin The contribution of studies of source credibility to a theory of interpersonal trust in the communication process. , 1967, Psychological bulletin.

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

[65]  H. Henry Cao,et al.  Model Uncertainty, Limited Market Participation and Asset Prices , 2003 .

[66]  Elizabeth Sillence,et al.  Using the health belief model to explore users' perceptions of 'being safe and secure' in the world of technology mediated financial transactions , 2014, Int. J. Hum. Comput. Stud..

[67]  WashingtonRonald,et al.  Limitations to the rapid adoption of M-payment services , 2018 .

[68]  Jiang Wang,et al.  A Model of Intertemporal Asset Prices Under Asymmetric Information , 2011 .

[69]  Peter A. Todd,et al.  Understanding Information Technology Usage: A Test of Competing Models , 1995, Inf. Syst. Res..

[70]  Richard R. Reilly,et al.  The impacts of speed-to-market on new product success: the moderating effects of uncertainty , 2005, IEEE Transactions on Engineering Management.

[71]  Axel Eggert Intangibility and Perceived Risk in Online Environments , 2006 .

[72]  Richard M. Lerner,et al.  Children and Adolescents as Producers of Their Own Development , 1982, Individuals as Producers of Their Own Development.

[73]  Zahid Hameed,et al.  Understanding Online Banking Adoption in a Developing Country: UTAUT2 with Cultural Moderators , 2017, J. Glob. Inf. Manag..

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

[75]  Yong Liu,et al.  Understanding perceived risks in mobile payment acceptance , 2015, Ind. Manag. Data Syst..

[76]  Vess Johnson,et al.  Limitations to the rapid adoption of M-payment services: Understanding the impact of privacy risk on M-Payment services , 2018, Comput. Hum. Behav..

[77]  Abednego Feehi Okoe,et al.  Assessing the determinants of internet banking adoption intentions: A social cognitive theory perspective , 2016, Comput. Hum. Behav..

[78]  Bhuva Narayan From Everyday Information Behaviours to Clickable Solidarity , 2013 .

[79]  Kevin Grant,et al.  Factors affecting the adoption of Internet Banking in Hong Kong - implications for the banking sector , 2007, Int. J. Inf. Manag..

[80]  Paul A. Pavlou,et al.  Understanding and Mitigating Uncertainty in Online Exchange Relationships: A Principal-Agent Perspective , 2007, MIS Q..

[81]  Ming-Chi Lee,et al.  Predicting and explaining the adoption of online trading: An empirical study in Taiwan , 2009, Decis. Support Syst..

[82]  Jean-Luc Prigent,et al.  Information asymmetry, cluster trading, and market efficiency: Evidence from the Chinese stock market , 2019, Economic Modelling.

[83]  Ciaran Heavey,et al.  Top Management Compositional Effects on Corporate Entrepreneurship: The Moderating Role of Perceived Technological Uncertainty , 2013 .

[84]  Guido Baltussen,et al.  Unknown Unknowns: Uncertainty About Risk and Stock Returns , 2014, Journal of Financial and Quantitative Analysis.

[85]  Hefu Liu,et al.  Enhancing the flow experience of consumers in China through interpersonal interaction in social commerce , 2016, Comput. Hum. Behav..

[86]  Tao Zhou,et al.  An Empirical Examination of Initial Trust in Mobile Banking , 2011, Internet Res..

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

[88]  Sara Fernández-López,et al.  The role of internet in stock market participation: just a matter of habit? , 2018, Inf. Technol. People.

[89]  Chin-Lung Hsu,et al.  An empirical examination of consumer adoption of Internet of Things services: Network externalities and concern for information privacy perspectives , 2016, Comput. Hum. Behav..

[90]  LinJudy Chuan-Chuan,et al.  An empirical examination of consumer adoption of Internet of Things services , 2016 .

[91]  A. Bandura Human agency in social cognitive theory. , 1989, The American psychologist.