Hidden Scars in Depression? Implicit and Explicit Self-Associations
Following Recurrent Depressive Episodes
Hermien J. Elgersma, Klaske A. Glashouwer,
and Claudi L. H. Bockting
University of Groningen
Brenda W. J. H. Penninx
VU University Medical Centre and Leiden University
Medical Centre
Peter J. de Jong
University of Groningen
To help explain the recurrent nature of major depressive disorder, we tested the hypothesis that
depressive episodes and/or the duration of depressive symptoms may give rise to persistent dysfunctional
implicit and/or more explicit self-associations, which in turn may place people at risk for the recurrence
of symptoms. We therefore examined, in the context of the Netherlands Study of Depression and
Anxiety, whether the strength of self-depressed associations at baseline was related to the number of past
episodes (retrospective analysis; n 666), and whether the duration of symptoms between baseline and
follow-up predicted self-depressed associations at 2-year follow-up (prospective analysis; n 726). The
lifetime Composite International Diagnostic Interviews and Life Chart Interview were used to index the
number of depressive episodes; the Implicit Association Test and its explicit equivalent were used to
index self-associations. Consistent with the hypothesis that self-depressed associations strengthen fol-
lowing prolonged activation of negative self-associations during depressive episodes, individuals’ im-
plicit and explicit self-depressed associations correlated positively both with the number of prior
depressive episodes at baseline and with the duration of depressive symptoms between baseline and
2-year follow-up. There was evidence that these relationships held, particularly in the prospective study,
even when controlling for neuroticism and current depressive symptoms, whereas the retrospective
relationship between number of episodes and implicit self-associations fell just short of significance.
Keywords: longitudinal study, implicit self-depressed associations, explicit self-depressed associations,
depression, recurrence
Major depressive disorder (MDD) causes suffering in the indi-
vidual and his or her environment, and contributes to high societal
and health care costs (Ormel et al., 2008; Smit et al., 2006). In
2030, MDD is expected to be at the top of the list for the World
Health Organization in terms of burden of disease. Notably, its
recurrent nature contributes to the disability and health care costs
of MDD (Mathers & Loncar, 2006). The chance of recurrence
reaches 90% in patients with three or more episodes (Mueller et
al., 1999; Judd et al., 1998). Consequently, it is very important to
obtain a better understanding of the processes that increase vul-
nerability to relapse and recurrence in depression.
Cognitive models emphasize the relevance of dysfunctional
attitudes toward the self in the onset and recurrence of depressive
episodes (Clark, Beck, & Alford, 1999). Dual-process models
point to the importance of distinguishing between more explicit
and more automatic (implicit) attitudes in this respect (e.g.,
Gawronski & Bodenhausen, 2006; Haeffel et al., 2007). To help
explain the onset, course, and recurrence of depression, Beevers
(2005) applied this dual-process perspective to the cognitive vul-
nerability to depression. He proposed that, in response to a stress-
ful life event, two sets of processes determine how that event will
be evaluated. First, by default, the implicit processing system is
Hermien J. Elgersma, Klaske A. Glashouwer, and Claudi L. H.
Bockting, Department of Clinical Psychology, University of Groningen,
Groningen, The Netherlands; Brenda W. J. H. Penninx, Department of
Psychiatry/EMGO Institute, VU University Medical Centre, Amster-
dam, The Netherlands, Department of Psychiatry, Leiden University
Medical Centre, Leiden, The Netherlands; and Peter J. de Jong, De-
partment of Clinical Psychology, University of Groningen, Groningen,
The Netherlands.
Supported by ZonMw (OOG) (Grant 100000 –2035) and Accare Dren-
the/Overijssel. Netherlands Study of Depression and Anxiety infrastructure
supported by the Netherlands Organisation for Health Research and De-
velopment (Grant 10-000-1002) and by participating universities and men-
tal health care organizations (VU University Medical Center, GGZ in-
Geest, Arkin, Leiden University Medical Center, GGZ Rivierduinen,
University Medical Center Groningen, University of Groningen, Lentis,
GGZ Friesland, GGZ Drenthe, Scientific Institute for Quality of Health
Care [IQ Health Care]), Netherlands Institute for Health Services Research
[NIVEL], and Netherlands Institute of Mental Health and Addiction [Trim-
bos]). We thank Bert Hoekzema for technical support, and Maggie Stroebe
for her helpful comments and suggestions.
Correspondence concerning this article should be addressed to Hermien
J. Elgersma, Department of Clinical Psychology, University of Groningen,
Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands. E-mail:
h.j.elgersma@rug.nl
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Journal of Abnormal Psychology © 2013 American Psychological Association
2013, Vol. 122, No. 4, 951–960 0021-843X/13/$12.00 DOI: 10.1037/a0034933
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