Assessing Mood in Daily Life
Structural Validity, Sensitivity to Change,
and Reliability of a Short-Scale to
Measure Three Basic Dimensions of Mood
Peter Wilhelm
1
and Dominik Schoebi
1,2
1
University of Fribourg, Switzerland,
2
University of California, Los Angeles, USA
Abstract. The repeated measurement of moods in everyday life, as is common in ambulatory monitoring, requires parsimonious scales,
which may challenge the reliability of the measures. The current paper evaluates the factor structure, the reliability, and the sensitivity
to change of a six-item mood scale designed for momentary assessment in daily life. We analyzed data from 187 participants who reported
their current mood four times per day during seven consecutive days using a multilevel approach. The results suggest that the proposed
three factors Calmness, Valence, and Energetic arousal are appropriate to assess fluctuations within persons over time. However, calmness
and valence are not distinguishable at the between-person level. Furthermore, the analyses showed that two-item scales provide measures
that are reliable at the different levels and highly sensitive to change.
Keywords: ambulatory assessment, ecological momentary assessment, electronic diary, mood, affect, multilevel confirmatory factor
analysis
Introduction
The repeated measurement of moods and emotions with
high frequency is common in ambulatory psychological
and psychophysiological assessment. Measurement sched-
ules range from one assessment per day taken for several
weeks (e.g., Cranford, Shrout, Iida, Rafaeli, Yip, & Bolger,
2006) to high-frequency assessment within a 24 h period
(e.g., Ebner-Priemer & Sawitzki, 2007; Myrtek, 2004). Be-
cause of the high repetition rate in such studies, the duration
of a single assessment should be kept short to minimize the
burden on participants. The higher the participants’ burden
caused by the frequency and duration of single assess-
ments, the more likely their compliance and motivation to
give valid responses will decline. Moreover, when partici-
pants need to rate redundant items, additional effects like
the exaggeration of subtle differences between items may
occur, compromising the psychometric properties of a scale
(Bolger, Davis, & Rafaeli,2003; Fahrenberg, Leonhart, &
Foerster, 2002; Lucas & Baird, 2006).
Consequently, some researchers have used single items
to assess different facets of mood (e.g., Fahrenberg, Hütt-
ner, & Leonhart, 2001; Myrtek, 2004). The use of single
items, however, raises the problem that the reliability of the
state specific component of the measure cannot be deter-
mined and separated from measurement error. Therefore, a
variety of multi-item mood scales have been used, ranging
from long item lists (e.g., Buse & Pawlik, 1996; Kubiak &
Jonas, 2007) to specifically designed or adapted short
scales (e.g., Cranford et al., 2006). For these short scales,
reliability coefficients and sometimes factor structures
have been reported, which are usually based on the analy-
ses of the between-person variance (e.g., individuals’ av-
erages over time). Yet, the within-person variance has often
been ignored (for exceptions see e.g., Buse & Pawlik, 1996,
2001; Cranford et al., 2006; Schimmack, 2003; Zelinski &
Larsen, 2000; Zevon & Tellegen, 1982).
The goal of this article is to evaluate the psychometric
properties of a parsimonious six-item mood measure that
was developed to assess three basic dimensions of mood in
peoples’ daily lives. We do so using a multilevel modeling
approach to investigate the variance and covariance be-
tween items at the between-person and the within-person
level simultaneously.
What Are Moods?
Moods are rather diffuse affective states that subtly affect
our experience, cognitions, and behavior. They operate
continuously and “provide the affective background, the
emotional color to all that we do” (Davidson, 1994, p. 52).
Moods can be consciously experienced as soon as they gain
the focus of our attention, and are then characterized by the
predominance of certain subjective feelings.
Moods should be distinguished from emotions. Al-
though the definition of emotions depends heavily on the-
oretical frameworks (e.g., Ekman & Davidson, 1994; Lew-
DOI 10.1027/1015-5759.23.4.258
European Journal of Psychological Assessment 2007; Vol. 23(4):258–267 © 2007 Hogrefe & Huber Publishers