Investigating the roles of perceived playfulness, resistance to
change and self-management of learning in mobile English
learning outcome
Rui-Ting Huang, Syh-Jong Jang, Krisanna Machtmes and David Deggs
Rui-Ting Huang is a postdoctoral researcher of Graduate School of Education at Chung Yuan Christian University,
Taiwan. Syh-Jong Jang is a professor of Graduate School of Education & Center for Teacher Education, Chung Yuan
Christian University, Taiwan. Krisanna Machtmes is an associate professor of School of Human Resource Education
andWorkforce Development at Louisiana State University, Baton Rouge. David Deggs is an assistant professor of
Workforce Development Education at University of Arkansas, Fayetteville. Address for correspondence: Rui-Ting
Huang, Graduate School of Education, ChungYuan Christian University, 200, Chung Pei Rd., Chung Li 32023,
Taiwan. Email: rthuang0324@yahoo.com.tw
Abstract
Although there is a growing interest in mobile learning, there are limited studies that
focus on student knowledge acquisition. As applications and usages of mobile technol-
ogy have become more and more accepted, it is important and meaningful that research-
ers and practitioners of mobile learning understand the potential factors that could
influence learning outcomes. Accordingly, the primary purpose of this study was to
investigate the roles of mobile technology playfulness, users’ resistance to change and
self-management of learning in mobile English learning outcomes (MELOs). A case
study approach was utilized in this study mainly because the questions of interests were
closely related to the usage of electronic dictionaries and their effects on mobile learning
outcomes. The participants of this study were all undergraduate students from 10
undergraduate programs of the center for general education at one university in South-
ern Taiwan. A total of n = 167 undergraduate students with experience using an elec-
tronic dictionary to learn English participated in this study. The study results indicated
that perceived playfulness and self-management of learning had positive influences on
MELO and that users’ resistance to change was negatively associated with MELO.
Introduction
Mobile devices have given people more convenient ways to learn English (Sarica & Cavus, 2009).
Regardless of the fact that the acceptance and usage of mobile technology is still constrained by
limited screen size, small batteries and storage capacity (Chen, Chang & Wang, 2008; Wang, Wu
& Wang, 2009), people’s increasing demand for mobile devices further shows that mobile devices
will gradually play a key role in enriching our life as well as helping people acquire knowledge
more easily (Liang et al, 2005). In view of this trend, recent attention has been given to learners’
behavioral intention to adopt mobile technology (Wang et al, 2009). However, few mobile learn-
ing studies have paid attention to “student knowledge acquisition” (Vogt, Schaffner, Ribar &
Chavez, 2010, p. 38). Considering the key role of mobile learning in daily life, it is important that
researchers and practitioners pay more attention to learners’ acceptance and usage of mobile
technology as well as the effectiveness and efficiency of mobile learning. Accordingly, this study
focuses on learners’ mobile learning outcomes and knowledge acquisition.
British Journal of Educational Technology (2011)
doi:10.1111/j.1467-8535.2011.01239.x
© 2011 The Authors. British Journal of Educational Technology © 2011 BERA. Published by Blackwell Publishing, 9600 Garsington Road, Oxford
OX4 2DQ, UK and 350 Main Street, Malden, MA 02148, USA.