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Volumn 38, Issue 6, 2011, Pages 7041-7050

Re-examining information systems user performance: Using data mining to identify properties of IS that lead to highest levels of user performance

Author keywords

Data mining; Decision tree; End user performance; Information systems

Indexed keywords

APPLIED RESEARCH; BUSINESS PROCESS; COMPETITIVE PRESSURE; END USERS; INDIVIDUAL PERFORMANCE; LINKING THEORY; RESEARCH METHODS; USER PERFORMANCE;

EID: 79951680021     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.011     Document Type: Article
Times cited : (18)

References (46)
  • 1
    • 0032626827 scopus 로고    scopus 로고
    • Attitudes, satisfaction and usage: Factors contributing to each in the acceptance of information technology
    • S.S. Al-Gahtani, and M. King Attitudes, satisfaction and usage: factors contributing to each in the acceptance of information technology Behaviour & Information Technology 18 4 1999 277 297
    • (1999) Behaviour & Information Technology , vol.18 , Issue.4 , pp. 277-297
    • Al-Gahtani, S.S.1    King, M.2
  • 2
    • 0020749247 scopus 로고
    • Development of a tool for measuring and analyzing computer user satisfaction
    • J.E. Bailey, and S.W. Pearson Development of a tool for measuring and analyzing computer user satisfaction Management Science 29 5 1983 530 545
    • (1983) Management Science , vol.29 , Issue.5 , pp. 530-545
    • Bailey, J.E.1    Pearson, S.W.2
  • 3
    • 0031677756 scopus 로고    scopus 로고
    • Impact of task uncertainty, end-user involvement, and competence on the success of end-user computing
    • PII S0378720697000438
    • S. Blili, L. Raymond, and S. Rivard Impact of task uncertainty, end-user involvement, and competence on the success of end-user computing Information and Management 33 1998 137 153 (Pubitemid 128378495)
    • (1998) Information and Management , vol.33 , Issue.3 , pp. 137-153
    • Blili, S.1    Raymond, L.2    Rivard, S.3
  • 6
    • 34247732721 scopus 로고
    • Grounded theory method: Procedures, cannons, and evaluative criteria
    • J. Corbin, and A. Strauss Grounded theory method: Procedures, cannons, and evaluative criteria Qualitative Sociology 13 1990 3 21
    • (1990) Qualitative Sociology , vol.13 , pp. 3-21
    • Corbin, J.1    Strauss, A.2
  • 8
    • 72249114849 scopus 로고
    • Information systems success: The quest for the dependent variable
    • W.H. DeLone, and E.R. McLean Information systems success: The quest for the dependent variable Information Systems Research 3 1 1992 60 95
    • (1992) Information Systems Research , vol.3 , Issue.1 , pp. 60-95
    • Delone, W.H.1    McLean, E.R.2
  • 9
    • 0032066649 scopus 로고    scopus 로고
    • Assessing software maintenance tool utilization using task-technology fit and fitness-for-use models
    • M.T. Dishaw, and D.M. Strong Assessing software maintenance tool utilization using task-technology fit and fitness-for use models Journal of Software Maintenance Research and Practice 10 3 1998 151 179 (Pubitemid 128545815)
    • (1998) Journal of Software Maintenance and Evolution , vol.10 , Issue.3 , pp. 151-179
    • Dishaw, M.T.1    Strong, D.M.2
  • 10
    • 0001808803 scopus 로고    scopus 로고
    • Extending the technology acceptance model with task-technology fit constructs
    • PII S0378720698001013
    • M.T. Dishaw, and D.M. Strong Extending the technology acceptance model with task-technology fit constructs Information and Management 36 1 1999 9 21 (Pubitemid 129524590)
    • (1999) Information and Management , vol.36 , Issue.1 , pp. 9-21
    • Dishaw, M.T.1    Strong, D.M.2
  • 11
    • 55249106033 scopus 로고
    • The measurement of end-user computing satisfaction
    • W.J. Doll, and G. Torkzadeh The measurement of end-user computing satisfaction MIS Quarterly June 1988 259 274
    • (1988) MIS Quarterly , Issue.JUNE , pp. 259-274
    • Doll, W.J.1    Torkzadeh, G.2
  • 12
    • 0001454849 scopus 로고
    • A confirmatory factor analysis of the end-user computing satisfaction instrument
    • W.J. Doll, W. Xia, and G. Torkzadeh A confirmatory factor analysis of the end-user computing satisfaction instrument MIS Quarterly 1994 453 461
    • (1994) MIS Quarterly , pp. 453-461
    • Doll, W.J.1    Xia, W.2    Torkzadeh, G.3
  • 13
    • 0033115785 scopus 로고    scopus 로고
    • System usage behavior as a proxy for user satisfaction: An empirical investigation
    • C.E. Downing System usage behavior as a proxy for user satisfaction: An empirical investigation Information and Management 35 1999 203 316
    • (1999) Information and Management , vol.35 , pp. 203-316
    • Downing, C.E.1
  • 14
    • 0030148759 scopus 로고    scopus 로고
    • A structural model of end user computing satisfaction and user performance
    • DOI 10.1016/0378-7206(95)00052-6
    • J. Etezadi-Amoli, and A.F. Farhoomand A structural model of end user computing satisfaction and user performance Information and Management 30 1996 65 73 (Pubitemid 126358388)
    • (1996) Information and Management , vol.30 , Issue.2 , pp. 65-73
    • Etezadi-Amoli, J.1    Farhoomand, A.F.2
  • 15
    • 22044441506 scopus 로고    scopus 로고
    • An investigation of task-technology fit for managers in Greece and the US
    • T.W. Ferratt, and G.E. Vlahos An investigation of task-technology fit for managers in Greece and the US European Journal of Information Systems 7 2 1998 123 136
    • (1998) European Journal of Information Systems , vol.7 , Issue.2 , pp. 123-136
    • Ferratt, T.W.1    Vlahos, G.E.2
  • 17
    • 84926272958 scopus 로고
    • The philosophy of exploratory data analysis
    • I.J. Good The philosophy of exploratory data analysis Philosophy of Science 50 1983 238 295
    • (1983) Philosophy of Science , vol.50 , pp. 238-295
    • Good, I.J.1
  • 18
    • 0001392014 scopus 로고
    • Understanding user evaluations of information systems
    • D.L. Goodhue Understanding user evaluations of information systems Management Science 41 12 1995 1827 1844
    • (1995) Management Science , vol.41 , Issue.12 , pp. 1827-1844
    • Goodhue, D.L.1
  • 19
    • 0032222130 scopus 로고    scopus 로고
    • Development and Measurement Validity of a Task-Technology Fit Instrument for User Evaluations of Information Systems
    • D.L. Goodhue Development and measurement validity of a task-technology fit instrument for user evaluations of information systems Decision Sciences 29 1 1998 105 138 (Pubitemid 128079228)
    • (1998) Decision Sciences , vol.29 , Issue.1 , pp. 105-138
    • Goodhue, D.L.1
  • 20
    • 0042017607 scopus 로고    scopus 로고
    • User evaluations of IS as surrogates for object performance
    • D.L. Goodhue, B. Klein, and S.T. March User evaluations of IS as surrogates for object performance Information and Management 38 2000 87 101
    • (2000) Information and Management , vol.38 , pp. 87-101
    • Goodhue, D.L.1    Klein, B.2    March, S.T.3
  • 21
    • 0001019104 scopus 로고
    • Task-technology fit and individual performance
    • D.L. Goodhue, and R.L. Thompson Task-technology fit and individual performance MIS Quarterly 1995 213 236
    • (1995) MIS Quarterly , pp. 213-236
    • Goodhue, D.L.1    Thompson, R.L.2
  • 22
    • 0031324948 scopus 로고    scopus 로고
    • Client/server system success: Exploring the human side
    • T. Guimaraes, and M. Igbaria Client/server system success: Exploring the human side Decision Sciences 28 4 1997 851 875 (Pubitemid 127348965)
    • (1997) Decision Sciences , vol.28 , Issue.4 , pp. 851-875
    • Guimaraes, T.1    Igbaria, M.2
  • 23
    • 21844527235 scopus 로고
    • On the repeated test-retest reliability of the end-user computing satisfaction instrument: A comment
    • A.R. Hendrickson, K. Glorfeld, and T.P. Cronan On the repeated test-retest reliability of the end-user computing satisfaction instrument: a comment Decision Sciences 25 4 1994 655 667
    • (1994) Decision Sciences , vol.25 , Issue.4 , pp. 655-667
    • Hendrickson, A.R.1    Glorfeld, K.2    Cronan, T.P.3
  • 24
    • 0031097826 scopus 로고    scopus 로고
    • The consequences of information technology acceptance on subsequent individual performance
    • PII S0378720697000062
    • M. Igbaria, and M. Tan The consequence of information technology acceptance on subsequent individual performance Information and Management 32 1997 113 121 (Pubitemid 127382288)
    • (1997) Information and Management , vol.32 , Issue.3 , pp. 113-121
    • Igbaria, M.1    Tan, M.2
  • 25
    • 0001080103 scopus 로고    scopus 로고
    • Personal computing acceptance factors in small firms: A structural equation model
    • M. Igbaria, N. Zinatelli, P. Cragg, and A. Cavaye Personal computing acceptance factors in small firms: A structural equation model MIS Quarterly 21 3 1997 279 305
    • (1997) MIS Quarterly , vol.21 , Issue.3 , pp. 279-305
    • Igbaria, M.1    Zinatelli, N.2    Cragg, P.3    Cavaye, A.4
  • 26
    • 0020832097 scopus 로고
    • The measurement of user information satisfaction
    • B. Ives, M.H. Olson, and J.J. Baroudi The measurement of user information satisfaction Communications of the ACM 26 10 1983 785 793
    • (1983) Communications of the ACM , vol.26 , Issue.10 , pp. 785-793
    • Ives, B.1    Olson, M.H.2    Baroudi, J.J.3
  • 27
    • 0001488717 scopus 로고
    • The effect of task demands and graphical format on information processing strategies
    • S.L. Jarvenpaa The effect of task demands and graphical format on information processing strategies Management Science 35 3 1989 285 303
    • (1989) Management Science , vol.35 , Issue.3 , pp. 285-303
    • Jarvenpaa, S.L.1
  • 28
    • 0003945788 scopus 로고
    • Theory and practice of decision tree induction
    • H. Kim, and G. Koehler Theory and practice of decision tree induction Omega 23 6 1995 637 652
    • (1995) Omega , vol.23 , Issue.6 , pp. 637-652
    • Kim, H.1    Koehler, G.2
  • 29
    • 22644452695 scopus 로고    scopus 로고
    • A contingency examination of CASE-task fit on software developer's performance
    • V.S. Lai A contingency examination of CASE-task fit on software developer's performance European Journal of Information Systems 8 1999 27 39
    • (1999) European Journal of Information Systems , vol.8 , pp. 27-39
    • Lai, V.S.1
  • 30
    • 0000613478 scopus 로고    scopus 로고
    • Beyond the interface: Ease of use and task/technology fit
    • PII S0378720698000585
    • K. Mathieson, and M. Keil Beyond the interface: Ease of use and task-technology fit Information and Management 34 1998 221 230 (Pubitemid 128415392)
    • (1998) Information and Management , vol.34 , Issue.4 , pp. 221-230
    • Mathieson, K.1    Keil, M.2
  • 31
    • 84936401489 scopus 로고
    • Empiricism and exploratory statistics
    • S.A. Mulaik Empiricism and exploratory statistics Philosophy of Science 52 1984 410 430
    • (1984) Philosophy of Science , vol.52 , pp. 410-430
    • Mulaik, S.A.1
  • 32
    • 79951681340 scopus 로고
    • C. Hartshorne, P. Weiss, A. Burks (Eds.) Harvard University Press
    • Peirce, C. S. (1931-1935). Collected papers of Charles Sanders Peirce, In C. Hartshorne, P. Weiss, A. Burks (Eds.), Vol. 1-8. Harvard University Press.
    • (1931) Collected Papers of Charles Sanders Peirce , vol.1-8
    • Peirce, C.S.1
  • 33
    • 79958443093 scopus 로고
    • The logic of scientific discovery
    • Popper, K. R. (1959). The logic of scientific discovery. Harper Torch Books.
    • (1959) Harper Torch Books
    • Popper, K.R.1
  • 34
    • 36148967741 scopus 로고    scopus 로고
    • Increasing the discriminatory power of DEA in the presence of the sample heterogeneity with cluster analysis and decision trees
    • DOI 10.1016/j.eswa.2007.01.039, PII S0957417407000425
    • Samoilenko, and K.-M. Osei-Bryson Increasing the discriminatory power of DEA in the presence of the sample heterogeneity with cluster analysis and decision trees Expert Systems with Applications 34 2 2008 1568 1581 (Pubitemid 350117522)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1568-1581
    • Samoilenko, S.1    Osei-Bryson, K.-M.2
  • 35
    • 85029264904 scopus 로고
    • A partial test and development of the DeLone and McLean model of IS success
    • Vancouver, Canada (ICIS 94)
    • Seddon, P.; Kiew, M.-Y. (1994). A partial test and development of the DeLone and McLean model of IS success. In Proceedings of the international conference on information systems, Vancouver, Canada (ICIS 94) (pp. 99-110).
    • (1994) Proceedings of the International Conference on Information Systems , pp. 99-110
    • Seddon, P.1    Kiew, M.-Y.2
  • 37
    • 0000703119 scopus 로고
    • Assessing IT usage: The role of prior experience
    • S. Taylor, and P. Todd Assessing IT usage: The role of prior experience MIS Quarterly 19 4 1995 561 570
    • (1995) MIS Quarterly , vol.19 , Issue.4 , pp. 561-570
    • Taylor, S.1    Todd, P.2
  • 38
    • 0030336421 scopus 로고    scopus 로고
    • Organizational computing as a facilitator of operational and managerial decision making: An exploratory study of manager's perceptions
    • J. Teng, and K. Calhoun Organizational computing as a facilitator of operational and managerial decision making: An exploratory study of manager's perceptions Decision Sciences 27 4 1996 673 710
    • (1996) Decision Sciences , vol.27 , Issue.4 , pp. 673-710
    • Teng, J.1    Calhoun, K.2
  • 39
    • 0013259269 scopus 로고    scopus 로고
    • An empirical study of the performance impact of computerization in the retail industry
    • PII S0305048398000073
    • T.S.H. Teo, and P.K. Wong An empirical study of the performance impact of computerization in the retail industry Omega: The International Journal of Management Science 26 5 1998 611 621 (Pubitemid 128340838)
    • (1998) Omega , vol.26 , Issue.5 , pp. 611-621
    • Teo, T.S.H.1    Wong, P.K.2
  • 40
    • 38749129220 scopus 로고
    • Personal computing: Toward a conceptual model of utilization
    • R.L. Thompson, C.A. Higgins, and J.M. Howell Personal computing: Toward a conceptual model of utilization MIS Quarterly 15 1 1991 125 143
    • (1991) MIS Quarterly , vol.15 , Issue.1 , pp. 125-143
    • Thompson, R.L.1    Higgins, C.A.2    Howell, J.M.3
  • 41
    • 0002296520 scopus 로고
    • Test-retest reliability of the end-user computing satisfaction instrument
    • G. Torkzadeh, and W.J. Doll Test-retest reliability of the end-user computing satisfaction instrument Decision Sciences 22 1991 26 37
    • (1991) Decision Sciences , vol.22 , pp. 26-37
    • Torkzadeh, G.1    Doll, W.J.2
  • 42
    • 0002460633 scopus 로고
    • Analyzing data: Sanctification or detective work?
    • J. Tukey Analyzing data: Sanctification or detective work? American Psychologist 24 1969 83 91
    • (1969) American Psychologist , vol.24 , pp. 83-91
    • Tukey, J.1
  • 43
    • 0001793787 scopus 로고
    • We need both exploratory and confirmatory
    • J. Tukey We need both exploratory and confirmatory The American Statistician 34 1 1980 23 25
    • (1980) The American Statistician , vol.34 , Issue.1 , pp. 23-25
    • Tukey, J.1
  • 45
    • 0028375314 scopus 로고
    • An investigation of the relative presentation efficiency of computer-displayed graphs
    • E.V. Wilson An investigation of the relative presentation efficiency of computer-displayed graphs Information and Management 26 1994 105 115
    • (1994) Information and Management , vol.26 , pp. 105-115
    • Wilson, E.V.1
  • 46
    • 0031682049 scopus 로고    scopus 로고
    • Material matters: Assessing the effectiveness of materials management IS
    • PII S0378720697000281
    • K. Yuthas, and S. Young Material matters: Assessing the effectiveness of materials management IS Information & Management 33 1998 115 124 (Pubitemid 128378493)
    • (1998) Information and Management , vol.33 , Issue.3 , pp. 115-124
    • Yuthas, K.1    Young, S.T.2


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