Implicit and explicit affect toward food and weight stimuli in
anorexia nervosa
Victoria L. Spring ⁎, Cynthia M. Bulik
The University of North Carolina at Chapel Hill, UNC Center for Excellence for Eating Disorders, Neurosciences Hospital, 101 Manning Drive, CB #7160, Chapel Hill, NC 27599, United States
abstract article info
Article history:
Received 23 April 2013
Received in revised form 24 August 2013
Accepted 16 October 2013
Available online 24 October 2013
Keywords:
Anorexia nervosa
Implicit affect
Eating disorders
Thin ideal
Recovery
Fat phobia
We know strikingly little about the core affective processes that drive the development and maintenance of, and
recovery from anorexia nervosa (AN). To partially address this knowledge gap, we measured implicit and explicit
affect toward pleasant, neutral, unpleasant, food-relevant, and weight-relevant images in three groups: in
patients with acute AN, individuals recovered from AN, and healthy controls with no history of AN. Compared
with the other two groups, acutely ill AN participants displayed significantly greater implicit positive affect
toward pleasant images and significantly greater implicit negative affect toward unpleasant, high-calorie food,
and overweight body type images. Recovered participants did not differ significantly from controls on any implic-
it affect measure. Explicit affective patterns were similar to implicit, but explicit measures yielded much smaller
effect sizes and failed to detect certain group differences. Overall, negative implicit affect toward high-calorie
foods and overweight body types may represent core affective processes that are operative during acute AN.
© 2013 Elsevier Ltd. All rights reserved.
1. Introduction
Affective processes such as fear of fat and drive for thinness are mo-
tivating features of anorexia nervosa (AN) (Habermas, 1996; Steinglass,
Eisen, Attia, Mayer, & Walsh, 2007), and are typically measured via ex-
plicit self-report which is vulnerable to biases such as lack of insight, mo-
tivation to conceal, and adherence to social norms (Konstantakopoulos,
Tchanturia, Surguladze, & David, 2011; Nisbett & Wilson, 1977).
Implicit measures that avoid these complications (Gawronski &
Bodenhausen, 2006) reveal a bias against overweight- and toward
underweight-related stimuli in AN patients; however, most studies
yield only small to moderate effect sizes, fail to provide information
about underlying affective processes, and rely on reaction time
(Cserjesi et al., 2010; Woud, Anschutz, Van Strien, & Becker, 2011),
which may be compromised by executive functioning deficits in AN
(Green, Ellimon, Wakeling, & Rogers, 1996; Zakzanis, Campbell, &
Polsinelli, 2010).
The Affect Misattribution Procedure (AMP; Payne, Cheng, Govorun,
& Stewart, 2005), a computer-based measure of implicit affect, is reliable
(Cronbach's alphas .8–.9), powerful (Cohen's d N 1.0), and specific to
affective valence (Payne et al., 2005). The AMP indexes automatic affec-
tive reactions (i.e., implicit affect) to stimuli that are minimally impacted
by explicit self-report processes (c.f. Gawronski & Bodenhausen, 2006).
Social pressure and motivation to conceal do not affect performance
(Payne, Govorun, & Arbuckle, 2008).
We used AMP to examine affective processes in AN toward
emotionally-valenced and AN-specific stimuli. We hypothesized that
AN patients would display significantly more negative responses to
overweight and high-calorie stimuli, and significantly more positive
responses to underweight and low-calorie stimuli.
2. Material and methods
2.1. Participants
Fifty-two females ages 18 to 44 (M = 21.4, Median = 19, SD = 5.79)
participated. Nine had current DSM-IV AN; 14 were recovered from AN
(i.e., healthy BMI for at least one year and not meeting diagnostic
criteria for AN) recruited from university listservs; and 29 were healthy
controls with no history of eating disorders, recruited from Introductory
Psychology courses. 84.6% of participants were white. This study was
approved by the Behavioral Institutional Review Board at UNC Chapel
Hill; written informed consent was obtained; and recovered patients
were reimbursed $10.
2.2. Measures
2.2.1. Assessments
The Structured Clinical Interview for DSM IV—Research Edition
(SCID-I/P) Module H (First, Spitzer, Gibbon, & Williams, 2002) and the
Eating Disorders Examination Questionnaire (Lang, Bradley, &
Eating Behaviors 15 (2014) 91–94
⁎ Corresponding author at: Department of Psychology, 218 Spence Laboratories of
Psychology, University of Iowa, Iowa City, IA 52242, United States. Tel.: +1 919 943 8895.
E-mail addresses: victoria-spring@uiowa.edu (V.L. Spring),
cynthia_bulik@med.unc.edu (C.M. Bulik).
1471-0153/$ – see front matter © 2013 Elsevier Ltd. All rights reserved.
http://dx.doi.org/10.1016/j.eatbeh.2013.10.017
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