Not that different in theory: Discussing the control-value theory of emotions in online
learning environments
Lia M. Daniels
a,
⁎, Robert H. Stupnisky
b
a
University of Alberta, Dept. of Educational Psychology, 6–102 Education North, Edmonton, AB, Canada T6G 2G5
b
University of North Dakota, Teaching and Learning Department, 252 Education Building, Grand Forks, ND 58202–7189, United States
abstract article info
Available online 28 April 2012
Keywords:
Control-value theory of emotions
Online learning environments
This commentary investigates the extent to which the control-value theory of emotions (Pekrun, 2006) is
applicable in online learning environments. Four empirical studies in this special issue of The Internet and
Higher Education explicitly used the control-value theory as their theoretical framework and several others
have components of the theory implicitly described. Thus, for each article we examined what emotions were
expressed, the antecedents of the emotions, and their academic outcomes in relation to the control-value
theory of emotions. In general, the results from these studies parallel those in traditional classrooms,
suggesting there are few differences in emotions experienced in online learning environments relative to
face-to-face classrooms. A primary reason for the observed similarities in emotions may be that control and
value appraisals play consistent roles as antecedents of specific emotions even though students’ learning
environment is dramatically different. We conclude with suggestions for future research.
© 2012 Elsevier Inc. All rights reserved.
1. Introduction
The nine articles included in this special issue of The Internet and
Higher Education reflect inquiry into a broad range of emotions using
numerous methodologies and adhering to several theoretical frame-
works, the most consistent of which is the control-value theory of
emotions (Pekrun & Stephens, 2010). Although the studies are different
in many ways, a striking similarity is that the results mirrored research
findings on emotions in face-to-face learning environments. From a
theoretical standpoint this begs the question: do differences exist in
emotions in online and face-to-face learning environments? More
specifically, do the unique characteristics of an online learning environ-
ment change the applicability of the control-value theory of emotion?
These questions are addressed throughout our four-part commentary.
First, we review the articles focusing on the specific emotions chosen for
investigation and how they align with existing research from face-to-
face classrooms. Second, we briefly describe the control-value theory of
emotions and examine how control and value may be shaped by the
unique characteristics of an online learning environment. Third, we
consider how the emotions evoked in online learning environments
relate to outcomes according to the tenets of the control-value theory.
Fourth, we make recommendations for future research.
2. Emotions online and in face-to-face classrooms
A complete list of the emotions investigated in this special issue and
their correspondence with the control-value theory of emotions is
presented in Table 1. This impressive range of emotions echoes the
increased attention a wide variety of discrete emotions have been paid
in the research literature, not only in traditional classrooms over the last
ten years (Linnenbrink-Garcia & Pekrun, 2011; Pekrun, Goetz, Titz,
& Perry, 2002) but also in online learning environments. For example,
anxiety was the earliest and most commonly studied discrete emotion
largely due to its disruptive nature and debilitating effect on
achievement and wellbeing (Zeidner, 1998). More recently researchers,
however, have focused on less intrusive negative emotions such as
boredom and hopelessness, and followed the general trend of positive
psychology (Seligman & Csikszentmihalyi, 2000) by examining more
pleasant emotions such as hope, enjoyment, and interest (e.g., Daniels
et al., 2009; Harackiewicz, Durik, Barron, Linnenbrink-Garcia, & Tauer,
2008; Pekrun, Elliot, & Maier, 2009). Four of the special issue
manuscripts focused on discrete emotions in alignment with the
control-value theory of emotions: Marchand and Gutierrez; Tempelaar,
Niculescu, Rienties, Gijselaers, and Giesbers; Artino and Jones; and
Noteborn, Carbonell, Dailey-Hebert, and Gijselaers.
Each of the identified studies measured emotions using the
Achievement Emotions Questionnaire (AEQ; Pekrun, Goetz, Frenzel,
Barchfeld, & Perry, 2011), which conceptualizes emotions as consisting
of both valence (pleasant/unpleasant) and activation (activating/
deactivating). All of the studies reported adequate reliability for the
scales, thus suggesting that the recently validated AEQ (Pekrun et al.,
2011) is an appropriate tool for use in online learning environments.
Internet and Higher Education 15 (2012) 222–226
⁎ Corresponding author. Tel.: + 1 780 492 4761l; fax: + 1 780 492 1314.
E-mail address: lia.daniels@ualberta.ca (L.M. Daniels).
1096-7516/$ – see front matter © 2012 Elsevier Inc. All rights reserved.
doi:10.1016/j.iheduc.2012.04.002
Contents lists available at SciVerse ScienceDirect
Internet and Higher Education