The Relative Importance of Computer Self-efficacy, Perceived Ease-of-Use and Reducing Search Cost in Determining Consumers’ Online Group-buying Intention
In order to shop in the online groupbuying
(OGB) websites, consumers should
have a certain ability to utilize computer and
the Internet. Therefore, this study explores the
relative importance of computer self-efficacy and
perceived ease-of-use in determining consumers’
OGB intention. Moreover, different from the direct
online shopping, OGB would allow the group of
consumers to get a special discount, and incentives
for saving money are more likely to characterize
the major concern of consumers’ engaging in
OGB. This study thus further explains the effect
of reducing search cost on OGB intention. The
result shows that computer self-efficacy has an
indirect influence on customers' intention to use
OGB through the mediation of perceived ease-ofuse;
while, reducing search cost is an important
factor that directly affects customer' intention
to use OGB. This approach provides valuable
suggestions that allow OGB vendors to enhance
customers’ OGB intention.
R.J. Kauffman, B. Wang, New buyers’arrival
under dynamic pricing market microstructure:
The case of group-buying discounts on the
Internet, Journal of Management Information
Systems, 18 (2001) 157-188.
A. Pelaez, M.Y. Yu, K.R. Lang, Social Buying:
The Effects of Group Size and Communication
on Buyer Performance, International Journal of
Electronic Commerce, 18 (2013) 127-157.
H.-H. Cheng, S.-W. Huang, Exploring
antecedents and consequence of online groupbuying
intention: An extended perspective on
theory of planned behavior, International Journal
of Information Management, 33 (2013) 185-198.
R.J. Kauffman, B. Wang, Bid together, buy
together: On the efficacy of group-buying
business model in Internet-based selling, in:
P.B. Lowry, J.O. Cherrington, R.R. Watson (Eds.)
Handbook of electronic commerce in business
and society, Baca Raton, FL: CRC Press, 2002.
R.Y. Wang, J.H. Wang, C.J. Chuang, The Influence
of Electronic Word-of-Mouth to Online Collective
Purchasing Intention, Chung Yuan Management
Review (in Chinese), 10 (2012) 1-33.
H.C. Ko, S.H. Wang, Understanding Consumer
Intentions toward Online Shopping in the Metal
Industry, Journal of E-Business (in Chinese), 13
S.-h. Liao, P.-h. Chu, Y.-j. Chen, C.-C. Chang,
Mining customer knowledge for exploring online
group buying behavior, Expert Systems with
Applications, 39 (2012) 3708-3716.
Z. Zhang, Z. Zhang, F. Wang, R. Law, D. Li, Factors
influencing the effectiveness of online group
buying in the restaurant industry, International
Journal of Hospitality Management, 35 (2013)
W.M. Lim, D.H. Ting, Consumer acceptance and
continuance of online group buying, The Journal
of Computer Information Systems, 54 (2014) 87-
M.-T. Tsai, N.-C. Cheng, K.-S. Chen,
Understanding online group buying intention:
the roles of sense of virtual community and
technology acceptance factors, Total Quality
Management & Business Excellence, 22 (2011)
M.-H. Hsu, C.-M. Chang, K.-K. Chu, Y.-J. Lee,
Determinants of repurchase intention in online
group-buying: The perspectives of DeLone &
McLean IS success model and trust, Computers
in Human Behavior, 36 (2014) 234-245.
W.-L. Shiau, M.M. Luo, Factors affecting online
group buying intention and satisfaction: A social
exchange theory perspective, Computers in
Human Behavior, 28 (2012) 2431-2444.
N. Mohd Suki, N. Mohd Suki, Modeling the
determinants of consumers' attitudes toward
online group buying: Do risks and trusts
matters?, Journal of Retailing and Consumer
Services, 36 (2017) 180-188.
K. Chen, J.V. Chen, D.C. Yen, Dimensions of selfefficacy
in the study of smart phone acceptance,
Computer Standards & Interfaces, 33 (2011) 422-
A. Bandura, Self-efficacy: toward a unifying
theory of behavioral change Psychological
Review, 84 (1977) 191-215.
A. Bandura, Social foundations of thought and
action: A social cognitive theory, Prentice Hall,
Englewood Cliffs. NJ, 1986.
R.F. Mager, No self-efficacy, no performance,
Training, 29 (1992) 32-36.
J.K. Oostrom, D. van der Linden, M.P. Born, H.T.
van der Molen, New technology in personnel
selection: How recruiter characteristics affect the
adoption of new selection technology, Computers
in Human Behavior, 29 (2013) 2404-2415.
D. Compeau, C. Higgins, Computer self-efficacy:
Development of a measure and initial test, MIS
Quarterly, 19 (1995) 189-211.
P. Longstreet, X. Xiao, S. Sarker, Computer-
Related Task Performance: A new perspective,
Information & Management, 53 (2016) 517-527.
F.D. Davis, Perceived usefulness, perceived
ease-of-use, and user acceptance of information
technology, MIS Quarterly 13 (1989) 319-340.
M. Fishbein, I. Ajzen, Belief, Attitude, Intention
and Behavior: An Introduction to Theory and
Research, Addsion-Wesley, Reading, MA, 1975.
V. Venkatesh, F.D. Davis, A model of the
antecedents of perceived ease- of-use:
Development and test, Decision Sciences, , 27
A.-M. Cazan, E. Cocoradă, C.I. Maican, Computer
anxiety and attitudes towards the computer
and the internet with Romanian high-school
and university students, Computers in Human
Behavior, 55 (2016) 258-267.
L.G. Schiffman, L.L. Kanuk, Consumer Behavior,
Prentice Hall International, Inc., New Jersey,
R. Mehta, E. Sivadas, Direct marketing on the
Internet: an empirical assessment of consumer
attitudes, Journal of Direct Marketing, 9 (1995)
L.R. Vijayasarathy, Predicting consumer
intentions to use on-line shopping: the case for
an augmented technology acceptance model,
Information & Management, 41 (2004) 747-762.
J.V. Chen, D.C. Yen, K. Chen, The acceptance
and diffusion of the innovative smart phone use:
A case study of a delivery service company in
logistics, Information & Management, 46 (2009)
H. Lu, Y.-p. Hu, J.-j. Gao, Kinshuk, The effects
of computer self-efficacy, training satisfaction
and test anxiety on attitude and performance in
computerized adaptive testing, Computers &
Education, 100 (2016) 45-55.
H. Van der Heijden, Factors influencing the
usage of websites: the case of a generic portal in
The Netherlands, Information & Management,
A.D. Smith, Information exchanges associated
with Internet travel marketplaces, Online
Information Review, 28 (2004) 292-300.
J.C. Roca, M. Gagne, Understanding e-learning
continuance intention in the workplace: a selfdetermination
theory perspective , Computers
in Human Behavior, 24 (2008) 1585-1604.
J.A. Smith, S.A. Sivo, Predicting continued use
of online teacher professional development and
the influence of social presence and sociability,
British Journal of Educational Technology, 43
Y. Sun, A. Jeyaraj, Information technology
adoption and continuance: A longitudinal study
of individuals’ behavioral intentions, Information
& Management, 50 (2013) 457-465.
L.F. Rodrigues, A. Oliveira, C.J. Costa, Playing
seriously – How gamification and social cues
influence bank customers to use gamified
e-business applications, Computers in Human
Behavior, 63 (2016) 392-407.
J.Y. Bakos, B.R. Nault, Ownership and Investment
in electronic networks, Information Systems
Research, 8 (1997) 321-342.
T.P. Liang, J.S. Huang, An empirical study on
consumer acceptance of products in electronic
markets: a transaction cost model, Decision
Support Systems, 24 (1998) 29-43.
J.G. Lynch, D. Ariely, Wine online: Search
costs affect competition on price, quality, and
distribution, Marketing Science, 19 (2000) 83-103.
T.S.H. Teo, Y. Yu, Online buying behavior: a
transaction cost economics perspective, Omega,
S. Döring, W. Kießling, T. Preisinger, S. Fischer,
Evaluation and optimization of the catalog search
process of e-procurement platforms, Electronic
Commerce Research and Applications, 5 (2006)
A.C. Kutlu, Outsourcing Contracting Strategies
from Supplier's Side: A Real Options Approach
Based on Transaction Costs, Procedia - Social and
Behavioral Sciences, 58 (2012) 1601-1610.
M.R. Solomon, Consumer Behavior: Buying,
Having and Being, 11 ed., Prentice Hall2014.
C. Lopez-Nicolas, F.J. Molina-Castillo, Customer
Knowledge Management and E-commerce: The
role of customer perceived risk, International
Journal of Information Management, 28 (2008)
Z. Tang, M.D. Smith, A. Montgomery, The
impact of shopbot use on prices and price
dispersion: Evidence from online book retailing,
International Journal of Industrial Organization,
A. Díaz, M. Gómez, A. Molina, A comparison
of online and offline consumer behaviour: An
empirical study on a cinema shopping context,
Journal of Retailing and Consumer Services, 38
D. Biswas, Economics of information in the web
economy: Towards a new theory?, Journal of
Business Research, 57 (2004) 724-733.
C.Y. Shao, J.A. Baker, J. Wagner, The effects of
appropriateness of service contact personnel
dress on customer expectations of services
quality and purchase intention: the moderating
influences of involvement and gender., Journal of
Business Research, 57 (2004) 1164-1176.
C.Y. Li, Y.C. Kub, S.T. Lub, Understanding
continuance intention of group buying: a
perspective of transaction cost theory, Journal of
e-Business (in Chinese), 15 (2013) 491-518.
L.-Y. Wu, K.-Y. Chen, P.-Y. Chen, S.-L.
Cheng, Perceived value, transaction cost, and
repurchase-intention in online shopping: A
relational exchange perspective, Journal of
Business Research, 67 (2014) 2768-2776.
C. Fornell, J. Cha, Partial Least Squares, in: R.P.
Bagozzi (Ed.) Advanced Methods of Marketing
Research, Blackwell, Cambridge, MA, 1994.
W.W. Chin, The partial least squares approach
for structural equation modeling, in: G.A.
Marcoulides (Ed.) Modern methods for business
research, Lawrence Erlbaum Associates,
Mahwah, NJ, 1998, pp. 295-336
C.M. Ringle, S. Wende, A. Will, Smart PLS,
University of Hamburg, Hamburg, Germany,
D. Gefen, D. Straub, A practical guide to factorial
validity using PLS-Graph: Tutorial and annotated
example, Communications of the AIS, 16 (2005)
J. Henseler, C. Ringle, R. Sinkovics, The
use of partial least squares path modeling
in international marketing, Advances in
International Marketing, 20 (2009) 277-319.
J.C. Nunnally, I.H. Bernstein, Psychometric
Theory, 3 ed., McGraw-Hill, New York, 1994.
J.F. Hair Jr., R.E. Anderson, R.L. Tatham, W.C.
Black, Multivariate Data Analysis, 5 ed., Prentice
Hall, Englewood Cliffs, NJ, 1998.
R.V. Bradley, J.L. Pridmore, T.A. Byrd,
Information systems success in the context
of different corporate cultural types: an
empirical investigation, Journal of Management
Information Systems 23 (2006) 267-294.
C. Fornell, D.F. Larcker, Evaluating structural
equation models with unobservable variables
and measurement error, Journal of Marketing
Research, 18 (1981) 39-50.
R. Scherer, F. Siddiq, Revisiting teachers’
computer self-efficacy: A differentiated view
on gender differences, Computers in Human
Behavior, 53 (2015) 48-57.
Y.-C. Chen, J.-H. Wu, L. Peng, R.C. Yeh, Consumer
benefit creation in online group buying: The
social capital and platform synergy effect and
the mediating role of participation, Electronic
Commerce Research and Applications, 14 (2015)
A. Bhatnagar, S. Misra, H.R. Rao, On risk,
convenience, and Internet shopping behavior,
Communications of the ACM, 43 (2000) 98-105.
K.H. Chen, H.M. Lee, Effect of dining blog
information disclosure on information
transmission and purchase intention, Journal
of Tourism and Travel Research (in Chinese), 7
S.-M. Tseng, M.-C. Lee, A study on information
disclosure, trust, reducing search cost, and online
group-buying intention, Journal of Enterprise
Information Management, 29 (2016) 903-918.
C.C. Lee, An empirical study on the effects of
information disclosure, trust and search cost on
consumers’ intention to authorize the real estate
brokerage industry - the example of Kaohsiung
city, Journal of Housing Studies (in Chinese), 17
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