Determinants of user behaviour and recommendation in social networks: An integrative approach from the uses and gratifications perspective

Purpose – The purpose of this paper is to analyse the determinants of social network use behaviour using Theory of Planned Behaviour (TPB) and Uses and Gratifications Theory. Design/methodology/approach – A quantitative study was carried out with data gathered by personal interview using a structured questionnaire. Relationships proposed in the theoretical model were estimated through structural equation models. In total, 811 users of social networks over 14 and residents in Spain were part of the sample. Findings – Results indicate that use attitude and the subjective norm, both TPB variables, directly and significantly influence social network loyalty. Thus, network loyalty can be achieved if the individual shows a favourable attitude towards use and receives positive feed-back (comments, opinions, etc.) from friends, acquaintances and other individuals in their environment. Perceived control has no influence on social network loyalty. Finally, this research highlights the importance of socialisation an...

[1]  Donghee Don Shin.  Understanding purchasing behaviors in a virtual economy: Consumer behavior involving virtual currency in Web 2.0 communities , 2008 .

[2]  H. Bozdogan.  Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions , 1987 .

[3]  Edward E. Rigdon,et al.  The effect of dynamic retail experiences on experiential perceptions of value: an Internet and catalog comparison , 2002 .

[4]  Alcides Velasquez,et al.  Motivations to participate in online communities , 2010, CHI.

[5]  S. Ghoshal,et al.  Social Capital, Intellectual Capital, and the Organizational Advantage , 1998 .

[6]  I. Ajzen.  The theory of planned behavior , 1991 .

[7]  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.

[8]  Louis Leung,et al.  The gratifications of pager use: sociability, information-seeking, entertainment, utility, and fashion and status , 1998, Telematics Informatics.

[9]  Stephanie M. Reich,et al.  Online and Offline Social Networks: Use of Social Networking Sites by Emerging Adults , 2008 .

[10]  Anol Bhattacherjee,et al.  Individual Trust in Online Firms: Scale Development and Initial Test , 2002, J. Manag. Inf. Syst..

[11]  Imsook Ha,et al.  Determinants of adoption of mobile games under mobile broadband wireless access environment , 2007, Inf. Manag..

[12]  D. L. Swanson,et al.  The Uses and Misuses of Uses and Gratifications , 1977 .

[13]  Magnus Söderlund,et al.  Receiving word-of-mouth from the service customer: An emotion-based effectiveness assessment , 2007 .

[14]  Ingoo Han,et al.  The effect of negative online consumer reviews on product attitude: An information processing view , 2008, Electron. Commer. Res. Appl..

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

[16]  Andrew J. Czaplewski,et al.  eWOM: The impact of customer-to-customer online know-how exchange on customer value and loyalty , 2006 .

[17]  Gina Masullo Chen,et al.  Tweet this: A uses and gratifications perspective on how active Twitter use gratifies a need to connect with others , 2011, Comput. Hum. Behav..

[18]  John Eighmey,et al.  Adding Value in the Information Age: Uses and Gratifications of Sites on the World Wide Web , 1998 .

[19]  Louis Leung,et al.  More Than Just Talk on the Move: Uses and Gratifications of the Cellular Phone , 2000 .

[20]  Yoojung Kim,et al.  Cultural difference in motivations for using social network sites: A comparative study of American and Korean college students , 2011, Comput. Hum. Behav..

[21]  Hans van der Heijden,et al.  Factors influencing the usage of websites: the case of a generic portal in The Netherlands , 2003, Inf. Manag..

[22]  Anabel Quan-Haase,et al.  Uses and Gratifications of Social Media: A Comparison of Facebook and Instant Messaging , 2010 .

[23]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[24]  Huaiqing Wang,et al.  The adoption of virtual banking: an empirical study , 1999 .

[25]  R. Dholakia,et al.  Switching to electronic stores: consumer characteristics and the perception of shopping benefits , 2002 .

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

[27]  Thomas F. Stafford,et al.  Determining Uses and Gratifications for the Internet , 2004, Decis. Sci..

[28]  John Eighmey.  Profiling user responses to commercial web sites , 1997 .

[29]  James E. Katz,et al.  Mobile Phones as Fashion Statements: The Co-creation of Mobile Communication’s Public Meaning , 2005 .

[30]  Berit Skog.  Mobiles and the Norwegian teen: identity, gender and class , 2002 .

[31]  Per E. Pedersen,et al.  Intentions to use mobile services: Antecedents and cross-service comparisons , 2005 .

[32]  R. Bagozzi,et al.  A Social Influence Model of Consumer Participation in Network- and Small-Group-Based Virtual Communities , 2004 .

[33]  Chin-Lung Hsu,et al.  Why do people play on-line games? An extended TAM with social influences and flow experience , 2004, Inf. Manag..

[34]  Sally Rao Hill,et al.  A Conceptual Framework and Propositions for the Acceptance of Mobile Services , 2007, J. Theor. Appl. Electron. Commer. Res..

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

[36]  Daniel Palacios-Marqués,et al.  Culture and purpose of Web 2.0 service adoption: a study in the USA, Korea and Spain , 2011 .

[37]  Valerie Barker,et al.  Older Adolescents' Motivations for Social Network Site Use: The Influence of Gender, Group Identity, and Collective Self-Esteem , 2009, Cyberpsychology Behav. Soc. Netw..

[38]  Herbjørn Nysveen,et al.  This is who I am ” : Identity Expressiveness and the Theory of Planned Behavior Forthcoming in Psychology & Marketing , 2015 .

[39]  Hsi-Peng Lu,et al.  Why people use social networking sites: An empirical study integrating network externalities and motivation theory , 2011, Comput. Hum. Behav..

[40]  J. Hair.  Multivariate data analysis , 1972 .

[41]  A. Satorra,et al.  Corrections to test statistics and standard errors in covariance structure analysis. , 1994 .

[42]  Hsiu-Sen Chiang,et al.  Continuous usage of social networking sites: The effect of innovation and gratification attributes , 2013, Online Inf. Rev..

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

[44]  A. Parasuraman,et al.  The Behavioral Consequences of Service Quality , 1996 .

[45]  Echo Huang,et al.  Use and gratification in e-consumers , 2008, Internet Res..

[46]  J. Rowley,et al.  Young people's use of online social networking sites – a uses and gratifications perspective , 2010 .

[47]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[48]  Joey F. George,et al.  The theory of planned behavior and Internet purchasing , 2004, Internet Res..

[49]  Ya-Ping Chang,et al.  Understanding social networking sites adoption in China: A comparison of pre-adoption and post-adoption , 2011, Comput. Hum. Behav..

[50]  A. Rangaswamy,et al.  Customer satisfaction and loyalty in online and offline environments , 2003 .

[51]  Matthew K. O. Lee,et al.  Online social networks: Why do students use facebook? , 2011, Comput. Hum. Behav..

[52]  D. McQuail.  The Television Audience : A Revised Perspective , 1972 .

[53]  Dennis L. Hoffman,et al.  Marketing in Hypermedia Computer-Mediated Environments : Conceptual Foundations 1 ) , 1998 .

[54]  P. Bentler,et al.  Evaluating model fit. , 1995 .

[55]  Zizi Papacharissi,et al.  The virtual geographies of social networks: a comparative analysis of Facebook, LinkedIn and ASmallWorld , 2009, New Media Soc..

[56]  Adam N. Joinson,et al.  Looking at, looking up or keeping up with people?: motives and use of facebook , 2008, CHI.

[57]  T. Meyer,et al.  Functionalism and the mass media , 1975 .

[58]  A. Satorra,et al.  Scaled test statistics and robust standard errors for non-normal data in covariance structure analysis: a Monte Carlo study. , 1991, The British journal of mathematical and statistical psychology.

[59]  Barbara M. Byrne,et al.  Structural equation modeling with AMOS , 2010 .

[60]  Youn-Kyung Kim.  Consumer value: an application to mall and Internet shopping , 2002 .

[61]  Hsi-Peng Lu,et al.  Intention to Continue Using Facebook Fan Pages from the Perspective of Social Capital Theory , 2011, Cyberpsychology Behav. Soc. Netw..

[62]  M. Griffiths,et al.  Online Social Networking and Addiction—A Review of the Psychological Literature , 2011, International journal of environmental research and public health.

[63]  Carolyn A. Lin.  Standpoint: Looking back: The contribution of Blumler and Katz's uses of mass communication to communication research , 1996 .

[64]  E. Katz,et al.  On the use of the mass media for important things. , 1973 .

[65]  I. Ajzen,et al.  Prediction of goal directed behaviour: Attitudes, intentions and perceived behavioural control , 1986 .

[66]  Jen-Her Wu,et al.  Falling in love with online games: The uses and gratifications perspective , 2010, Comput. Hum. Behav..

[67]  Sheizaf Rafaeli,et al.  The Electronic Bulletin Board: A Computer-Driven Mass Medium , 1984 .

[68]  R. Bagozzi,et al.  Intentional social action in virtual communities , 2002 .

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

[70]  Chin-Lung Hsu,et al.  Acceptance of blog usage: The roles of technology acceptance, social influence and knowledge sharing motivation , 2008, Inf. Manag..

[71]  Sanjit Kumar Roy,et al.  Internet uses and gratifications: A survey in the Indian context , 2009, Comput. Hum. Behav..

[72]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[73]  Scott D. Johnson,et al.  Influences on consumer use of word-of-mouth recommendation sources , 1997 .

[74]  Cliff Lampe,et al.  Facebook as a toolkit: A uses and gratification approach to unbundling feature use , 2011, Comput. Hum. Behav..

[75]  L. Cronbach.  Coefficient alpha and the internal structure of tests , 1951 .

[76]  Jamie Murphy,et al.  The interactions of consumption characteristics on social norms , 2009 .

[77]  Alan Dick,et al.  Customer loyalty: Toward an integrated conceptual framework , 1994 .

[78]  Per E. Pedersen,et al.  Explaining intention to use mobile chat services: moderating effects of gender , 2005 .

[79]  Min-Sun Kim,et al.  An Analysis of Self-Construals, Motivations, Facebook Use, and User Satisfaction , 2010, Int. J. Hum. Comput. Interact..