User Satisfaction Research in Information Systems: Historical Roots and Approaches

User satisfaction with information systems (IS) is considered an important indicator of information systems success and has been the subject of numerous research studies since the field’s inception. In this paper, we review the user satisfaction research in the IS field. We discuss the roots of user satisfaction research as it pertains to satisfaction studies in marketing research and how these studies have been used to inform the IS context. We also discuss how the study of user satisfaction and use of the construct in IS research has evolved and matured over time. Finally, we discuss antecedents and outcomes of user satisfaction identified in IS research and provide suggestions for future research.

[1]  J. E. Swan,et al.  Equity and Disconfirmation Perceptions as Influences on Merchant and Product Satisfaction , 1989 .

[2]  Rodger W. Griffeth,et al.  Revisiting met expectations as a reason why realistic job previews work , 1999 .

[3]  E. Sirakaya,et al.  An examination of the antecedents and consequences of customer satisfaction. , 2004 .

[4]  Kailash Joshi,et al.  An Investigation of Equity as a Determinant of User Information Satisfaction , 1990 .

[5]  Steve Muylle,et al.  The conceptualization and empirical validation of web site user satisfaction , 2004, Inf. Manag..

[6]  R. W. Stone,et al.  A Structural Equation Model Of End-User Satisfaction With A Computer-Based Medical Information System , 1994 .

[7]  Charles Chowa,et al.  Information System Success: Individual and Organizational Determinants , 2006, Manag. Sci..

[8]  Wynne W. Chin,et al.  Understanding frameworks and reviews: a commentary to assist us in moving our field forward by analyzing our past , 2007, DATB.

[9]  Fatemeh Zahedi,et al.  The Measurement of Web-Customer Satisfaction: An Expectation and Disconfirmation Approach , 2002, Inf. Syst. Res..

[10]  R. Oliver,et al.  The Dimensionality of Consumption Emotion Patterns and Consumer Satisfaction , 1991 .

[11]  S. Seyedaliakbar,et al.  An investigation into the determinants of customer satisfaction , 2016 .

[12]  Richard T. Watson,et al.  Service Quality: A Measure of Information System Effectiveness , 1995, MIS Q..

[13]  Izak Benbasat,et al.  Integrating Service Quality with System and Information Quality: An Empirical Test in the E-Service Context , 2013, MIS Q..

[14]  Darshana Sedera,et al.  Re-conceptualizing Information System Success: The IS-Impact Measurement Model , 2008, J. Assoc. Inf. Syst..

[15]  C. Schewe The Management Information System User: An Exploratory Behavioral Analysis , 1976 .

[16]  David M. Szymanski,et al.  Customer satisfaction: A meta-analysis of the empirical evidence , 2001 .

[17]  Ali F. Farhoomand,et al.  A structural model of end user computing satisfaction and user performance , 1996, Inf. Manag..

[18]  Kai H. Lim,et al.  User Satisfaction with Information Technology Service Delivery: A Social Capital Perspective , 2012, Inf. Syst. Res..

[19]  P. Wilton,et al.  Models of Consumer Satisfaction Formation : An Extension , 1988 .

[20]  J. Traupmann,et al.  Equity: Theory and Research , 1978 .

[21]  Chechen Liao,et al.  Information technology adoption behavior life cycle: Toward a Technology Continuance Theory (TCT) , 2009, Int. J. Inf. Manag..

[22]  Ting Zhang,et al.  Impact of User Satisfaction with Mandated CRM Use on Employee Service Quality , 2012, MIS Q..

[23]  Blake Ives,et al.  The measurement of user information satisfaction , 1983, CACM.

[24]  C. Fornell A National Customer Satisfaction Barometer: The Swedish Experience: , 1992 .

[25]  Richard A. Werbel,et al.  Multivariate Analysis of Brand Loyalty for Major Household Appliances , 1973 .

[26]  Arun Rai,et al.  Assessing the Validity of IS Success Models: An Empirical Test and Theoretical Analysis , 2002, Inf. Syst. Res..

[27]  Moshe Zviran,et al.  Measuring IS User Satisfaction: Review and Implications , 2003, Commun. Assoc. Inf. Syst..

[28]  Richard L. Oliver,et al.  An Investigation of the Interrelationship Between Consumer (Dis)Satisfaction and Complaint Reports , 1987 .

[29]  Ephraim R. McLean,et al.  The DeLone and McLean Model of Information Systems Success: A Ten-Year Update , 2003, J. Manag. Inf. Syst..

[30]  Avi Rushinek,et al.  What makes users happy? , 1986, CACM.

[31]  Jason Bennett Thatcher,et al.  Incorporating trust-in-technology into Expectation Disconfirmation Theory , 2014, J. Strateg. Inf. Syst..

[32]  Youjae Yi A Critical review of consumer satisfaction , 1989 .

[33]  E. Aronson,et al.  Some hedonic consequences of the confirmation and disconfirmation of expectancies. , 1963, Journal of abnormal and social psychology.

[34]  Prashanth U. Nyer,et al.  Cathartic Complaining as a Means of Reducing Consumer Dissatisfaction , 1999 .

[35]  Todd Dane Bozeman Job satisfaction. , 2007, Nursing management.

[36]  Izak Benbasat,et al.  The Identity Crisis Within the IS Discipline: Defining and Communicating the Discipline's Core Properties , 2003, MIS Q..

[37]  R. Oliver Customer delight: Foundations, findings, and managerial insight☆ , 1997 .

[38]  Yong-Ki Lee,et al.  The determinants of perceived service quality and its relationship with satisfaction , 2000 .

[39]  Louis Raymond,et al.  Organizational Characteristics and MIS Success in the Context of Small Business , 1985, MIS Q..

[40]  R. Oliver Cognitive, affective, and attribute bases of the satisfaction response. , 1993 .

[41]  R. Oliver,et al.  Assessing the Dimensionality and Structure of the Consumption Experience: Evaluation, Feeling, and Satisfaction , 1993 .

[42]  John C. Henderson,et al.  An Evolutionary Strategy for Implementing a Decision Support System , 1981 .

[43]  H. Kelley The processes of causal attribution. , 1973 .

[44]  F. Bélanger,et al.  A Conjoint Analysis of Online Consumer Satisfaction , 2005 .

[45]  Henry Huntington Seward Measuring user satisfaction to evaluate information systems , 1973 .

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

[47]  Wanda J. Orlikowski,et al.  A Short Form Measure of User Information Satisfaction: A Psychometric Evaluation and Notes on Use , 1987, J. Manag. Inf. Syst..

[48]  H. Kelley,et al.  The social psychology of groups , 1960 .

[49]  R. Olshavsky,et al.  Consumer Expectations, Product Performance, and Perceived Product Quality , 1972 .

[50]  Michael E. Treacy,et al.  An Empirical Examination of a Causal Model of User Information Satisfaction , 1985, ICIS.

[51]  Richard N. Cardozo An Experimental Study of Customer Effort, Expectation, and Satisfaction , 1965 .

[52]  Peter Hackl,et al.  Structural analysis and measurement of customer perceptions, assuming measurement and specifications errors , 2001 .

[53]  H. Helson,et al.  Adaptation-level theory , 1964 .

[54]  Nancy K. Lankton,et al.  Examining Two Expectation Disconfirmation Theory Models: Assimilation and Asymmetry Effects , 2012, J. Assoc. Inf. Syst..

[55]  R. Oliver Measurement and evaluation of satisfaction processes in retail settings. , 1981 .

[56]  Richard L. Oliver,et al.  Hedonic reactions to the disconfirmation of product performance expectations: Some moderating conditions. , 1976 .

[57]  Traci J. Hess,et al.  Using Equity Theory to Understand User Satisfaction with ERP Systems: Extending and Advancing the Equity-Implementation Model , 2002, ICIS.

[58]  David M. Szymanski,et al.  E-satisfaction: an initial examination , 2000 .

[59]  Liu Fan,et al.  Why do users switch to a disruptive technology? An empirical study based on expectation-disconfirmation theory , 2014, Inf. Manag..

[60]  Richard A. Spreng,et al.  A Test of Alternative Measures of Disconfirmation , 2003, Decis. Sci..

[61]  C. Fornell,et al.  Customer Satisfaction and Shareholder Value , 2004 .

[62]  James T. C. Teng,et al.  The Relationship of Information System Training Methods and Cognitive Ability to End-User Satisfaction, Comprehension, and Skill Transfer: A Longitudinal Field Study , 1996, Inf. Syst. Res..

[63]  Viswanath Venkatesh,et al.  Expectation Confirmation in Technology Use , 2012, Inf. Syst. Res..

[64]  Prashant C. Palvia,et al.  A model and instrument for measuring small business user satisfaction with information technology , 1996, Inf. Manag..

[65]  William J. Doll,et al.  The Measurement of End-User Computing Satisfaction , 1988, MIS Q..

[66]  William J. Kettinger,et al.  Zones of Tolerance: Alternative Scales for Measuring Information Systems Service Quality , 2005, MIS Q..

[67]  Richard A. Spreng,et al.  A desires congruency model of consumer satisfaction , 1993 .

[68]  M. Khalifa,et al.  THE STATE OF RESEARCH ON INFORMATION SYSTEM SATISFACTION , 2004 .

[69]  Forrest V. Morgeson Comparing determinants of website satisfaction and loyalty across the e-government and e-business domains , 2011, Electron. Gov. an Int. J..

[70]  Pamela E. Carter,et al.  A Comprehensive Conceputalization of the Post-Adoptive Behaviors Associated with IT-Enabled Work Systems , 2005 .

[71]  Viswanath Venkatesh,et al.  E XPECTATION D ISCONFIRMATION AND T ECHNOLOGY A DOPTION : P OLYNOMIAL M ODELING AND R ESPONSE S URFACE A NALYSIS 1 , 2010 .

[72]  Anol Bhattacherjee,et al.  An empirical analysis of the antecedents of electronic commerce service continuance , 2001, Decis. Support Syst..

[73]  Wei Wang,et al.  ScholarWorks @ Georgia State University , 2022 .

[74]  Mary Jo Bitner,et al.  Evaluating service encounters: The effects of physical surroundings and employee responses. , 1990 .

[75]  R. Oliver Effect of expectation and disconfirmation on postexposure product evaluations: An alternative interpretation. , 1977 .

[76]  James J. Jiang,et al.  Discrepancy Theory Models of Satisfaction in IS Research , 2012 .

[77]  Blake Ives,et al.  An empirical study of the impact of user involvement on system usage and information satisfaction , 1986, CACM.

[78]  R. B. Woodruff,et al.  Modeling Consumer Satisfaction Processes Using Experience-Based Norms: , 1983 .

[79]  Anol Bhattacherjee,et al.  Understanding Changes in Belief and Attitude Toward Information Technology Usage: A Theoretical Model and Longitudinal Test , 2004, MIS Q..

[80]  Margaret Tan,et al.  The consequences of information technology acceptance on subsequent individual performance , 1997, Inf. Manag..

[81]  Robert O. Briggs,et al.  The Yield Shift Theory of Satisfaction and Its Application to the IS/IT Domain , 2008, J. Assoc. Inf. Syst..

[82]  M. Fishbein An Investigation of the Relationships between Beliefs about an Object and the Attitude toward that Object , 1963 .

[83]  J. Bettman A Threshold Model of Attribute Satisfaction Decisions , 1974 .

[84]  Ephraim R. McLean,et al.  Information Systems Success: The Quest for the Independent Variables , 2013, J. Manag. Inf. Syst..

[85]  Henry C. Lucas,et al.  Empirical Evidence for a Descriptive Model of Implementation , 1978, MIS Q..

[86]  Sammy W. Pearson,et al.  Development of a Tool for Measuring and Analyzing Computer User Satisfaction , 1983 .

[87]  Viswanath Venkatesh,et al.  Expectation Confirmation in Information Systems Research: A Test of Six Competing Models , 2014, MIS Q..

[88]  E. Vance Wilson,et al.  Antecedents and Dimensions of Online Service Expectations , 2007, IEEE Transactions on Engineering Management.

[89]  Wynne W. Chin,et al.  Don't mind the gap: a conceptual and psychometric analysis of the individual evaluation of discrepancies in the context of is user service satisfaction , 2014, DATB.

[90]  E. A. Locke The nature and causes of job satisfaction , 1976 .

[91]  Richard A. Spreng,et al.  A Reexamination of the Determinants of Consumer Satisfaction , 1996 .

[92]  S. LaTour,et al.  Conceptual and Methodological Issues in Consumer Satisfaction Research , 1979 .

[93]  R. Fisk,et al.  Disconfirmation of Equity Expectations: Effects on Consumer Satisfaction With Services , 1985 .

[94]  Richard A. Spreng,et al.  Modeling the determinants of customer satisfaction for business-to-business professional services , 1997 .

[95]  Michael J. Ginzberg,et al.  A process approach to management science implementation. , 1975 .

[96]  P. Irving,et al.  Reexamination of the met-expectations hypothesis: A longitudinal analysis. , 1994 .

[97]  Mary C. Meyer,et al.  Customer Satisfaction for Financial Services: The Role of Products, Services, and Information Technology , 1998 .

[98]  Andrew B. Whinston,et al.  Understanding the Service Component of Application Service Provision: An Empirical Analysis of Satisfaction with ASP Services , 2003, MIS Q..

[99]  Dennis F. Galletta,et al.  Some Cautions on the Measurement of User Information Satisfaction , 1989 .

[100]  Juhani Iivari,et al.  An empirical test of the DeLone-McLean model of information system success , 2005, DATB.

[101]  Michael J. Ginzberg,et al.  Early Diagnosis of MIS Implementation Failure: Promising Results and Unanswered Questions , 1981 .

[102]  Eric W. T. Ngai,et al.  ERP systems adoption: An exploratory study of the organizational factors and impacts of ERP success , 2007, Inf. Manag..

[103]  Yolande E. Chan,et al.  A temporal approach to expectations and desires from knowledge management systems , 2007, Decis. Support Syst..

[104]  Mohamed Khalifa,et al.  Satisfaction with Internet-based services , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

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

[106]  R. F. Powers,et al.  MisProject Management: Myths, Opinions, and Reality , 1973 .

[107]  Daniel Robey,et al.  User Attitudes and Management Information System Use , 1979 .

[108]  Ephraim R. McLean,et al.  Information Systems Success: The Quest for the Dependent Variable , 1992, Inf. Syst. Res..

[109]  E. B. Swanson,et al.  Management Information Systems: Appreciation and Involvement , 1974 .

[110]  Mohamed Khalifa,et al.  Determinants of Satisfaction at Different Adoption Stages of Internet-Based Services , 2003, J. Assoc. Inf. Syst..

[111]  Chee-Sing Yap,et al.  Information Systems Effectiveness: A User Satisfaction Approach , 1996, Inf. Process. Manag..

[112]  Maarten Gelderman,et al.  The relation between user satisfaction, usage of information systems and performance , 1998, Inf. Manag..

[113]  Henry C. Lucas,et al.  Systems Quality, User Reactions, and the Use of Information Systems. , 1974 .

[114]  Felix B. Tan,et al.  User Satisfaction: An Overarching Measure of Enterprise System Success , 2005, PACIS.

[115]  N. Melone A theoretical assessment of the user-satisfaction construct in information systems research , 1990 .

[116]  A. Woodside,et al.  Linking service quality, customer satisfaction, and behavioral intention. , 1989, Journal of health care marketing.

[117]  Kailash Joshi,et al.  A causal path model of the overall user attitudes toward the MIS function: The case of user information satisfaction , 1992, Inf. Manag..

[118]  Eric W.T. Ngai,et al.  A critical review of end-user information system satisfaction research and a new research framework , 2002 .

[119]  Michael D. Reilly,et al.  Value-Percept Disparity: an Alternative to the Disconfirmation of Expectations Theory of Consumer Satisfaction , 1983 .

[120]  J. Dietz Satisfaction: A Behavioral Perspective on the Consumer , 1997 .

[121]  C. Fornell,et al.  The American Customer Satisfaction Index: Nature, Purpose, and Findings , 1996 .

[122]  Matthew K. O. Lee,et al.  A proposed model and measurement instrument for the formation of IS satisfaction: the case of end-user computing satisfaction , 2000, ICIS.

[123]  A. Parasuraman,et al.  SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. , 1988 .

[124]  Sunil Mithas,et al.  An investigation of the cross-national determinants of customer satisfaction , 2011 .

[125]  E. Anderson,et al.  The Antecedents and Consequences of Customer Satisfaction for Firms , 1993 .

[126]  Anol Bhattacherjee,et al.  Understanding Post-Adoption Behavior in the Context of Online Services , 1998, Inf. Syst. Res..

[127]  W. DeSarbo,et al.  Response Determinants in Satisfaction Judgments , 1988 .

[128]  Kunsoo Suh,et al.  End-User's Disconfirmed Expectations and the Success of Information Systems , 1994 .

[129]  Mary T. Curren,et al.  Attributional influences on consumers' desires to communicate about products , 1987 .

[130]  Susan A. Brown,et al.  Expectation confirmation: An examination of three competing models , 2008 .

[131]  R. Oliver A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions , 1980 .

[132]  Masakastu Ikegame Conceptualization and Measurement of Consumer Satisfaction and Dissatisfaction , 1979 .

[133]  Richard W. Scamell,et al.  The Effects of Information System User Expectations on Their Performance and Perceptions , 1993, MIS Q..

[134]  Barbara H Wixom,et al.  A Theoretical Integration of User Satisfaction and Technology Acceptance , 2005, Inf. Syst. Res..

[135]  Magid Igbaria,et al.  Correlates of user satisfaction with end user computing: An exploratory study , 1990, Inf. Manag..

[136]  Ian I. Mitroff,et al.  A Program for Research on Management Information Systems , 1973 .

[137]  David C. Yen,et al.  Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: An integrated model , 2007, Comput. Hum. Behav..

[138]  Mo Adam Mahmood,et al.  Variables affecting information technology end-user satisfaction: a meta-analysis of the empirical literature , 2000, Int. J. Hum. Comput. Stud..

[139]  R. Westbrook Product/Consumption-Based Affective Responses and Postpurchase Processes , 1987 .

[140]  J. Gutman A Means-End Chain Model Based on Consumer Categorization Processes , 1982 .

[141]  Sunil Erevelles,et al.  Consumer Satisfaction for Internet Service Providers: An Analysis of Underlying Processes , 2003, Inf. Technol. Manag..

[142]  Jerry C. Olson,et al.  Disconfirmation of consumer expectations through product trial. , 1979 .

[143]  P. A. Dabholkar,et al.  A comprehensive framework for service quality: an investigation of critical conceptual and measurement issues through a longitudinal study , 2000 .

[144]  Ali F. Farhoomand,et al.  On end-user computing satisfaction , 1991 .

[145]  Rolph E. Anderson Consumer Dissatisfaction: The Effect of Disconfirmed Expectancy on Perceived Product Performance , 1973 .

[146]  Jerry C. Olson,et al.  Effects of Expectation Creation and Disconfirmation on Belief Elements of Cognitive Structure , 1976 .

[147]  J. E. Swan,et al.  Disconfirmation of expectations and satisfaction with a retail service. , 1981 .

[148]  Ephraim R. McLean,et al.  Measuring information systems success: models, dimensions, measures, and interrelationships , 2008, Eur. J. Inf. Syst..

[149]  I. Ajzen,et al.  Understanding Attitudes and Predicting Social Behavior , 1980 .

[150]  M. Joseph Sirgy,et al.  A social cognition model of consumer satisfaction/dissatisfaction an experiment , 1984 .

[151]  Russell L. Ackoff,et al.  Management misinformation systems , 1967 .

[152]  Richard A. Spreng,et al.  An empirical examination of a model of perceived service quality and satisfaction , 1996 .

[153]  Anol Bhattacherjee,et al.  Understanding Information Systems Continuance: An Expectation-Confirmation Model , 2001, MIS Q..

[154]  Peter B. Seddon,et al.  A Partial Test and Development of Delone and Mclean's Model of IS Success , 1996, Australas. J. Inf. Syst..

[155]  P. Brickman,et al.  Expectancy, feedback, and disconfirmation as independent factors in outcome satisfaction. , 1974 .