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    그룹지원시스템(GSS)의 사용 및 성과에 대한 집단의 전유방식의 영향 = 위계적 선형모형을 이용한 다수준 접근법을 중심으로

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    https://www.riss.kr/link?id=A100856485

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    This study uses the Hierarchical Linear Modeling method to investigate the effects of individual and group level factors on the use of GSS (Group Support System) and task performance from GSS use. GSS facilitates the group work, so that GSS adoption is not necessarily influenced only by individual perceptions on information systems as TAM insists. Adaptive Structuration Theory (AST) joins with TAM in our study to explain the adoption and success from GSS use. AST contends that the success of IS is not necessarily the technical fit between tasks and technology, instead the political outcome among user socializations. However, a new analysis method is necessary when we put the different level of constructs, which are nested to each other in hierarchical relationship, in the same model like in our study. For example, when data are collected from individuals of multiple groups in organizations, individual analysis is not appropriate because individuals in the same group must have high correlation, which violates the assumption of independent analysis units. Meanwhile, aggregation to the group level contains the risk of shrinking the number of data points below the critical mass. In HLM, the variances of dependent variables are divided into individual and group levels, and groups level variances are further broken down to the slope and intercept effects.Appropriation of GSS is categorized into two types: consensus on appropriation (COA) that means the social agreement among group members on GSS usage, and faithfulness of Appropriation of GSS is categorized into two types: consensus on appropriation (COA) that means the social agreement among group members on GSS usage, and faithfulness of appropriation (FOA) that denotes the consistency between IS designer’s plan and user group’s actual usage pattern. In our research model, individual level constructs are the perceived usefulness (PU) and ease-of-use (PEU), while the group level constructs are COA and FOA.We collected data from 303 individual IT staffs of 40 teams in a national bank. Our results demonstrate that traditional theories on TAM (Technology Acceptance Model) need to be refined, when considering the GSS appropriation by group members. When COA is low, traditional theories of TAM are replicated: both PU and PEU render high influences on our dependent variables. However, high COA mitigates the influences of PU and PEU, so that individuals of GSS are significantly influenced by the consensus of group members rather than make independent judgment upon the technical characteristics of GSS. In the mean time, FOA helps improve the task performance from GSS use, but does not moderate the influence of GSS use on task performances. This finding concludes that GSS use has an absolute and additional influence in improving task performances onto the independent influence of FOA on task performances.Our study proves that TAM does not provide paramount explanation about the adoption, use, and success of information systems beyond the individual levels. Our study is an early effort to combine different level of theories and develop a hybrid theory to provide a comprehensive insight over individual adoption and use of information systems in a group or organizational context.
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    This study uses the Hierarchical Linear Modeling method to investigate the effects of individual and group level factors on the use of GSS (Group Support System) and task performance from GSS use. GSS facilitates the group work, so that GSS adoption i...

    This study uses the Hierarchical Linear Modeling method to investigate the effects of individual and group level factors on the use of GSS (Group Support System) and task performance from GSS use. GSS facilitates the group work, so that GSS adoption is not necessarily influenced only by individual perceptions on information systems as TAM insists. Adaptive Structuration Theory (AST) joins with TAM in our study to explain the adoption and success from GSS use. AST contends that the success of IS is not necessarily the technical fit between tasks and technology, instead the political outcome among user socializations. However, a new analysis method is necessary when we put the different level of constructs, which are nested to each other in hierarchical relationship, in the same model like in our study. For example, when data are collected from individuals of multiple groups in organizations, individual analysis is not appropriate because individuals in the same group must have high correlation, which violates the assumption of independent analysis units. Meanwhile, aggregation to the group level contains the risk of shrinking the number of data points below the critical mass. In HLM, the variances of dependent variables are divided into individual and group levels, and groups level variances are further broken down to the slope and intercept effects.Appropriation of GSS is categorized into two types: consensus on appropriation (COA) that means the social agreement among group members on GSS usage, and faithfulness of Appropriation of GSS is categorized into two types: consensus on appropriation (COA) that means the social agreement among group members on GSS usage, and faithfulness of appropriation (FOA) that denotes the consistency between IS designer’s plan and user group’s actual usage pattern. In our research model, individual level constructs are the perceived usefulness (PU) and ease-of-use (PEU), while the group level constructs are COA and FOA.We collected data from 303 individual IT staffs of 40 teams in a national bank. Our results demonstrate that traditional theories on TAM (Technology Acceptance Model) need to be refined, when considering the GSS appropriation by group members. When COA is low, traditional theories of TAM are replicated: both PU and PEU render high influences on our dependent variables. However, high COA mitigates the influences of PU and PEU, so that individuals of GSS are significantly influenced by the consensus of group members rather than make independent judgment upon the technical characteristics of GSS. In the mean time, FOA helps improve the task performance from GSS use, but does not moderate the influence of GSS use on task performances. This finding concludes that GSS use has an absolute and additional influence in improving task performances onto the independent influence of FOA on task performances.Our study proves that TAM does not provide paramount explanation about the adoption, use, and success of information systems beyond the individual levels. Our study is an early effort to combine different level of theories and develop a hybrid theory to provide a comprehensive insight over individual adoption and use of information systems in a group or organizational context.

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    참고문헌 (Reference)

    1 "그룹지원시스템(GS)의 사용 및 성과에 대한 집단의 전유방식의 영향: 위계적 선형모형을 이용한 다수준 접근법을 중심으로" 35 (35): 2006년6월

    2 "그룹지원시스템(GS)의 사용 및 성과에 대한 집단의 전유방식의 영향: 위계적 선형모형을 이용한 다수준 접근법을 중심으로" 35 (35): 2006년6월

    3 "Within-group Agrement, Non-independence and Reliability: Implications for Data Aggregation and Analysis, Mul-tilevel Theory, Research, and Methods in Organizations: Foundations, Extensions, and New Directions" San Francisco: Jossey-Bass 349-381, 2000

    4 "Why Don’t Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Aceptance and Usage Behavior" 24 (24): 115-139, 2000

    5 "Using Davis' perceived usefulness and ease of use instruments for decision making: a confirmatory and multi-group invariance analysis" 29 : 839-869, 1998

    6 "User aceptance of information technology: toward a unified view" 27 (27): 425-478, 2003

    7 "User aceptance of information technology Inter-national Journal of Man-Machine Studies" 475-487,

    8 "User Aceptance of Computer Tech-nology A Comparison of Two Theoretical Models" 982-1003, 1989

    9 "Understanding the Use of Group Decision Suport Systems The Theory of Adaptive Structuration" Sage Press 173-193,

    10 "Understanding Information Technology Usage: A Test of Competing Models" 6 : 144-176, 1995

    1 "그룹지원시스템(GS)의 사용 및 성과에 대한 집단의 전유방식의 영향: 위계적 선형모형을 이용한 다수준 접근법을 중심으로" 35 (35): 2006년6월

    2 "그룹지원시스템(GS)의 사용 및 성과에 대한 집단의 전유방식의 영향: 위계적 선형모형을 이용한 다수준 접근법을 중심으로" 35 (35): 2006년6월

    3 "Within-group Agrement, Non-independence and Reliability: Implications for Data Aggregation and Analysis, Mul-tilevel Theory, Research, and Methods in Organizations: Foundations, Extensions, and New Directions" San Francisco: Jossey-Bass 349-381, 2000

    4 "Why Don’t Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Aceptance and Usage Behavior" 24 (24): 115-139, 2000

    5 "Using Davis' perceived usefulness and ease of use instruments for decision making: a confirmatory and multi-group invariance analysis" 29 : 839-869, 1998

    6 "User aceptance of information technology: toward a unified view" 27 (27): 425-478, 2003

    7 "User aceptance of information technology Inter-national Journal of Man-Machine Studies" 475-487,

    8 "User Aceptance of Computer Tech-nology A Comparison of Two Theoretical Models" 982-1003, 1989

    9 "Understanding the Use of Group Decision Suport Systems The Theory of Adaptive Structuration" Sage Press 173-193,

    10 "Understanding Information Technology Usage: A Test of Competing Models" 6 : 144-176, 1995

    11 "Understanding Fit and Appro-priation Efects in Group Support Systems Via Meta-Analysis" 25 (25): 167-193, 2001

    12 "Toward a Conceptual Model of Utilization" 125-143, 1991

    13 "The Quest for the Dependent Variable" 60-95, 1992

    14 "Testing the Technology Aceptance Model across cultures: A three country study" 3 : 1-11, 1997

    15 "Technology U s e a n d P e r f o r m a n c e : A F i e l d S t u d y o f Broker Workstations" 30 (30): 291-311, 1999

    16 "Supporting Group Perfor-mance During Stakeholder Analysis The Efects of Alternative Decision-based Designs" Unpublished Doctoral Dissertation University of Minnesota 1989

    17 "Social Influence and Individual IT Use: Unraveling the Pathways of Apro-priation Moves, the 20th International Confeence on Information Systems" 113-118, 1999

    18 "Research report: Beter theory through measurement Developing a scale to capture consensus on appropriation" 13 : 91-102, 2002

    19 "Random Coefi-cient Models for Multilevel Analysis Journal of Educational Statistics" 57-86, 1986

    20 "Problems with contingency theory testing assumptions hiden within the language of contingency theory" 349-377, 1981

    21 "Personal Computing Acep-tance Factors in Smal Firms: A Structural Equation Model" 21 (21): 279-305, 1997

    22 "On the Use, Usefulnes, and Ease of Use of Structural Equation Modeling in MIS Research: A Note of Caution" 19 : 237-246, 1995

    23 "Multivariate Data Analysis, Fifth Edition, Prentice-Hal, User satisfaction with computer-mediated communication systems" 36 : 739-764, 1998

    24 "Multilevel Modeling. Quan-titative Aplications in the Social Sciences" Newbury Park, CA: Sage Publications 2004

    25 "Microlevel Structuration in computer-suported group decision making" 5-49, 1992

    26 "Information Technology Adoption across Time" 23 (23): 183-213, 1999

    27 "Implications for IS Theory Testing" 41 : 1328-1342, 1995

    28 "Future research in group support systems: needs, some questions and possible directions" 47 (47): 357-385, 1997

    29 "From Micro to Meso: Critical Steps in Concep-tualizing and Conducting Multilevel Re-search" 3 (3): 211-236, 2000

    30 "Facili-tation, GS, and Traing as Sources of Process Restrictiveness and Guidance for Structured Group Decision Making: An Empirical Assessment" 7 (7): 429-450, 1996

    31 "Empirical Evaluation of the Revised Technology Acceptance Model" 42 (42): 85-92, 1996

    32 "Electronic mail as a medium for rich comunication" 143-158, 1994

    33 "Develop-m e n t o f a n I n s t r u m e n t t o M e a s u r e t h e Perceptions of Adopting an Information Technology Behavior" 1991192-222

    34 "Determinants of Perceived Ease of Use: Integration Control, Intrinsic Motivation, and Emotion into the Tech-nology Acceptance Model" 11 (11): 342-365, 2000

    35 "Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation" 23 : 319-340, 1999

    36 "Consequences of failure to meet assumptions underlying the fixed effects analyses of variance and covariance" 237-288, 1972

    37 "Computer Technology Traing in the Workplace: A Longitudinal Investigation of the Effect of Mood" 79 : 1-28, 1999

    38 "Channel expansion theory and the experiential nature of media richness perceptions" 42 : 153-170, 1999

    39 "Capturing the complexity in advanced technology use" 121-147, 1994

    40 "Appro-priating Enterprise Resource Planning Systems in Coleges of Busines: Extending Adaptive Structuration Theory for Testability" 15 (15): 2004

    41 "Academy of Manage-ment Journal" 7-23,

    42 "A theory of Task/Technology Fit and Group Support Systems Efectiveness" 22 (22): 313-334, 1998

    43 "A social influence model of technology use" S a g e P u b l i c a t i o n s 117-140, 1990

    44 "A critical asesment of potential measurement biases in the technology aceptance model: thre experiments" 45 (45): 19-45, 1996

    45 "A Theore-tical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies" 46 : 186-204, 2000

    46 "A Replication of Per-ceived Usefulness and Perceived Ease of Use Measurement" 863-874, 1994

    47 "A Model of the Antecedents of Perceived Ease of Use: Development and Test" 27 (27): 451-481, 1996

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    2022 평가 계속평가 신청대상 (등재유지)
    2017-01-01 등재 우수등재학술지 선정 (계속평가)
    2013-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2010-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2008-01-01 등재 등재 1차 FAIL (등재유지) KCI등재
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    2001-07-01 등재 등재학술지 선정 (등재후보2차) KCI등재
    1999-01-01 등재 등재후보학술지 선정 (신규평가) KCI등재후보
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    KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
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