An exploration of affect factors and their role in user technology acceptance: Mediation and causality

Wiley - Tập 59 Số 8 - Trang 1252-1263 - 2008
Heshan Sun1, Ping Zhang2
1School of Information Resources and Library Science, University of Arizona, Tucson, AZ 85719
2School of Information Studies, Syracuse University, Syracuse, NY 13244

Tóm tắt

AbstractAffect factors have gained researchers' attention in a number of fields. The Information Systems (IS) literature, however, shows some gaps and inconsistencies regarding the role of affect factors in human–computer interaction. Building upon prior research, this study aims at a better understanding of affect factors by clarifying their relationships with each other and with other primary user acceptance factors. Two affect variables that are different in nature were examined: computer playfulness (CP) and perceived enjoyment (PE). We theoretically clarified and methodologically verified their mediating effects and causal relationships with other primary factors influencing user technology acceptance, namely perceived ease of use (PEOU), perceived usefulness (PU), and behavioral intention (BI). Quantitative data were analyzed using R.M. Baron and D. Kenny's (1986) method for mediating effects and P.R. Cohen, A. Carlsson, L. Ballesteros, and R.S. Amant's (1993) path analysis method for causal relationships. These analyses largely supported our hypotheses. Results from this research indicate that a PE → PEOU causal direction is favored, and PEOU partially mediates PE's impacts on PU whereas PE fully mediates CP's impact on PEOU. With the increased interest in various affect factors in user technology acceptance and use, our study sheds light on the role of affect factors from both theoretical and methodological perspectives. Practical implications are discussed as well.

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Tài liệu tham khảo

10.2307/3250951

10.1142/S0218213095000139

10.1145/264701.264705

10.1177/0092070399272005

10.1037/0033-295X.84.2.191

Bandura A., 1986, Social foundations of thought and action

Barclay D., 1995, The partial least squares (PLS) approach to causal modeling: Personal computer adoption and use as an illustration, Technology Studies, 2, 285

10.1037/0022-3514.51.6.1173

10.1086/209063

Chu H. &Rosenthal M.(1996).Search engines for the World Wide Web: A comparative study and evaluation methodology. Paper presented at the annual Conference of the ASIS October Baltimore MD.

Cohen P.R. Carlsson A. Ballesteros L. &Amant R.S.(1993).Automating path analysis for building causal models from data. Paper presented at the International Conference on Machine Learning June 1993 Amherst NY.

10.2307/249749

Csikszentmihalyi M., 1988, Optimal experience: Psychological studies of flow in consciousness, 15, 10.1017/CBO9780511621956.002

Csikszentmihalyi M., 1990, Flow: The psychology of optimal experience

10.1037/0003-066X.55.10.1163

10.2307/249008

10.1287/mnsc.35.8.982

10.1111/j.1559-1816.1992.tb00945.x

10.1006/ijhc.1996.0040

10.1111/j.1744-6570.1989.tb01549.x

10.1037/0033-2909.117.1.39

10.1177/002224378101800104

10.2307/30036519

10.2307/1913851

10.1016/S0378-7206(02)00006-X

10.1016/j.im.2003.08.014

10.1080/07421222.1999.11518247

10.1016/0378-7206(95)00031-0

10.1080/07421222.1996.11518115

10.1016/j.ijhcs.2003.06.002

10.1016/S0378-7206(01)00143-4

10.1002/mar.10040

10.1016/S0378-7206(00)00049-5

10.1287/isre.2.3.173

10.1016/S0378-7206(00)00061-6

Novak T.P., 2002, The influence of goal‐directed and experiential activities on online flow experiences, Journal of Consumer Psychology, 13, 3, 10.1207/153276603768344744

10.1016/S0747-5632(01)00050-4

10.1006/ceps.1999.1020

Sanguesa R., 1997, Learning causal networks from data: A survey and a new algorithm for recovering possibilistic causal networks, AI Communications, 10, 31

10.1016/j.ijhcs.2005.04.013

Sun H., 2006, Causal relationships between perceived enjoyment and perceived ease of use: An alternative approach, Journal of the Association for Information Systems, 7, 618, 10.17705/1jais.00100

10.2307/249633

10.1016/S0305-0483(98)00028-0

10.2307/4132314

10.2307/25148660

10.2307/249753

10.1287/isre.11.4.342.11872

10.1111/j.1540-5915.1996.tb00860.x

10.2307/30036540

10.1111/j.1540-5915.2002.tb01646.x

10.2307/249576

10.1177/014920639502100409

10.1016/0747-5632(93)90032-N

10.1016/S1053-4822(02)00045-1

10.1006/obhd.1999.2824

10.1287/isre.1050.0042

10.1145/264701.264704

10.1016/S1071-5819(03)00114-9

10.1037/0003-066X.35.2.151

10.1086/208905

Zhang P. &Li N.(2004).Love at first sight or sustained effect? The role of perceived affective quality on users' cognitive reactions to IT. Paper presented at the International Conference on Information Systems (ICIS ′04) December Washington DC.