Low-level cognitive ability in young adulthood and other risk factors of depression in an observational cohort study among deployed Danish soldiers
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PURPOSE: Evidence exists of an association between pre-morbid lower cognitive ability and higher risk of hospitalization for depressive disorder in civilian cohorts. The purpose of this study was to examine the relationship of cognitive ability at conscription with post-deployment depression and the influence of (1) baseline factors: age, gender, and pre-deployment educational level, (2) deployment-related factors: e.g., war-zone stress and social support, and (3) co-morbid PTSD. METHODS: An observational cohort study linking conscription board registry data with post-deployment self-report data. The study population consisted of Danish Army military personnel deployed to different war zones from 1997 to 2015. The association between cognitive ability at conscription and post-deployment depression was analyzed using repeated-measure logistic regression models. RESULTS: Study population totaled 9716 with a total of 13,371 deployments. Low-level cognitive ability at conscription was found to be weakly associated with post-deployment probable depression after adjustment for more important risk factors like gender, education, and deployment-related factors [odds ratio (OR) 0.93, 95% confidence interval (CI) 0.88-0.99]. The co-occurrence rate with PTSD was nearly 60%. When adding co-morbid PTSD as an independent variable, the association between cognitive ability and probable depression became insignificant, OR 0.95, CI 0.89-1.02. CONCLUSIONS: Low cognitive ability at conscription is a risk factor for depression among returning military personnel, but unimportant compared to gender, education, and deployment-related factors. Part of this effect may be related to co-morbid PTSD. Use of cognitive ability score as an isolated selection tool cannot be recommended because of low predictive performance.
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Low-level cognitive ability and cognitive vulnerability have been linked to depression.
“In addition to cognitive deficits, low-level cognitive ability [231] and cognitive vulnerability [232] have also been linked to depression.”
From Biological, Psychological, and Social Determinants of Depression: A Review of Recent Literature (2021) · cites this paper as [231]
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Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532 · see citing works
Conditional logit analysis of qualitative choice behavior
McFadden, D. L. (1972) · eScholarship (California Digital Library) · Cited by 14,203 · see citing works
Cragg, J. G., & Zarembka, P. (1975) · Canadian Journal of Economics/Revue canadienne d économique · doi:10.2307/134075 · Cited by 8,477 · see citing works
Hoge, C. W., Auchterlonie, J. L., & Milliken, C. S. (2006) · JAMA · doi:10.1001/jama.295.9.1023 · Cited by 1,979 · see citing works
Personality and depression: explanatory models and review of the evidence
Klein, D. N., Kotov, R., & Bufferd, S. J. (2011) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032210-104540 · Cited by 886 · see citing works
Rytwinski, N. K., Scur, M. D., Feeny, N. C., & Youngstrom, E. A. (2013) · Journal of Traumatic Stress · doi:10.1002/jts.21814 · Cited by 672 · see citing works
Lindert, J., Ehrenstein, O. S. V., Grashow, R. G., Gal, G., Brähler, E., & Weisskopf, M. G. (2013) · International Journal of Public Health · doi:10.1007/s00038-013-0519-5 · Cited by 594 · see citing works
Fear, N. T., Jones, M., Murphy, D., Hull, L., Iversen, A. C., Coker, B., Machell, L., Sundin, J., Woodhead, C., Jones, N., et al. (2010) · The Lancet · doi:10.1016/s0140-6736(10)60672-1 · Cited by 586 · see citing works
Zammit, S., Allebeck, P., David, A. S., Dalman, C., Hemmingsson, T., Lundberg, I., & Lewis, G. (2004) · Archives of General Psychiatry · doi:10.1001/archpsyc.61.4.354 · Cited by 471 · see citing works
A quantitative meta-analysis of population-based studies of premorbid intelligence and schizophrenia
Khandaker, G. M., Barnett, J. H., White, I. R., & Jones, P. B. (2011) · Schizophrenia Research · doi:10.1016/j.schres.2011.06.017 · Cited by 304 · see citing works
Gates, M. A., Holowka, D. W., Vasterling, J. J., Keane, T. M., Marx, B. P., & Rosen, R. C. (2012) · Psychological Services · doi:10.1037/a0027649 · Cited by 283 · see citing works
Etiology of depression comorbidity in combat-related PTSD: a review of the literature
Stander, V. A., Thomsen, C. J., & Highfill-McRoy, R. M. (2014) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.12.002 · Cited by 271 · see citing works
Intelligence and education: causal perceptions drive analytic processes and therefore conclusions
Deary, I. J., & Johnson, W. (2010) · International Journal of Epidemiology · doi:10.1093/ije/dyq072 · Cited by 259 · see citing works
Wells, T. S., LeardMann, C. A., Fortuna, S. O., Smith, B., Smith, T. C., Ryan, M. A. K., Boyko, E. J., Blazer, D. G., & for the Millennium Cohort Study Team (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.155432 · Cited by 240 · see citing works
Bonde, J. P., Utzon-Frank, N., Bertelsen, M., Borritz, M., Eller, N. H., Nordentoft, M., Olesen, K., Rod, N. H., & Rugulies, R. (2016) · British Journal of Psychiatry · doi:10.1192/bjp.bp.114.157859 · Cited by 139 · see citing works
Prevalence of DSM-IV Major Depression Among U.S. Military Personnel: Meta-Analysis and Simulation
Gadermann, A., Engel, C. C., Naifeh, J. A., Nock, M. K., Petukhova, M. V., Santiago, P. N., Wu, B., Zaslavsky, A. M., & Kessler, R. C. (2012) · Military Medicine · doi:10.7205/milmed-d-12-00103 · Cited by 131 · see citing works
Pretrauma Cognitive Ability and Risk for Posttraumatic Stress Disorder
Kremen, W. S., Koenen, K. C., Boake, C., Purcell, S., Eisen, S. A., Franz, C. E., Tsuang, M. T., & Lyons, M. J. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.3.361 · Cited by 119 · see citing works
IQ and mental disorder in young men
Mortensen, E. L., Sørensen, H. J., Jensen, H. H., Reinisch, J. M., & Mednick, S. A. (2005) · The British Journal of Psychiatry · doi:10.1192/bjp.187.5.407 · Cited by 116 · see citing works
Self-citationChildhood IQ in relation to later psychiatric disorder
Batty, G. D., Mortensen, E. L., & Osler, M. (2005) · The British Journal of Psychiatry · doi:10.1192/bjp.187.2.180 · Cited by 104 · see citing works
Self-citationTeasdale, T. W. (2009) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.2009.00789.x · Cited by 99 · see citing works
Warner, C. H., Appenzeller, G. N., Parker, J. R., Warner, C. M., & Hoge, C. W. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.10091303 · Cited by 96 · see citing works
Rona, R. J., Hooper, R., Jones, M., Hull, L., Browne, T., Horn, O., Murphy, D., Hotopf, M. H., & Wessely, S. C. (2006) · BMJ · doi:10.1136/bmj.38985.610949.55 · Cited by 94 · see citing works
Shen, Y., Arkes, J. A., & Williams, T. V. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300425 · Cited by 90 · see citing works
Coming home may hurt: risk factors for mental ill health in US reservists after deployment in Iraq
Riviere, L. A., Kendall-Robbins, A., McGurk, D., Castro, C. A., & Hoge, C. W. (2011) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.110.084863 · Cited by 87 · see citing works
Pre-morbid IQ in mental disorders: a Danish draft-board study of 7486 psychiatric patients
Urfer-Parnas, A., Mortensen, E. L., Sæbye, D., & Parnas, J. (2009) · Psychological Medicine · doi:10.1017/s0033291709990754 · Cited by 70 · see citing works
Self-citationThe reliability and validity of the Danish draft board cognitive ability test: Børge Prien’s Prøve
TEASDALE, T. W., HARTMANN, P. V. W., PEDERSEN, C. H., & BERTELSEN, M. (2011) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.2010.00862.x · Cited by 53 · see citing works
Prospective Evaluation of Mental Health and Deployment Experience Among Women in the US Military
Seelig, A. D., Jacobson, I. G., Smith, B. H., Hooper, T. I., Gackstetter, G. D., Ryan, M. A. K., Wells, T. S., Wadsworth, S. M., Smith, T. C., & for the Millennium Cohort Study Team (2012) · American Journal of Epidemiology · doi:10.1093/aje/kwr496 · Cited by 42 · see citing works
Anxiety and Depression in Marines Sent to War in Iraq and Afghanistan
Booth‐Kewley, S., Highfill‐McRoy, R. M., Larson, G. E., Garland, C. F., & Gaskin, T. A. (2012) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0b013e318266b7e7 · Cited by 23 · see citing works
North, C. S., Baron, D. A., & Chen, A. F. (2017) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2017.12.013 · Cited by 21 · see citing works
Mental health screening before troop deployment
Hyams, K. C. (2006) · BMJ · doi:10.1136/bmj.39023.648970.80 · Cited by 19 · see citing works
Long-term Disability Associated With War-related Experience Among Vietnam Veterans
Clarke, P., Gregory, R., & Salomon, J. A. (2015) · Medical Care · doi:10.1097/mlr.0000000000000336 · Cited by 16 · see citing works
Karstoft, K., Andersen, S. B., & Nielsen, A. B. S. (2017) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12360 · Cited by 14 · see citing works
Self-citationNissen, L. R., Karstoft, K., Vedtofte, M. S., Nielsen, A. B. S., Osler, M., Mortensen, E. L., Christensen, G. T., & Andersen, S. B. (2017) · BJPsych Open · doi:10.1192/bjpo.bp.117.005736 · Cited by 11 · see citing works
Self-citationA longitudinal cohort study of intelligence and later hospitalisation with mental disorder
Mikkelsen, S. S., Flensborg‐Madsen, T., Eliasen, M., et al. (2014) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2014.01.004 · Cited by 10 · see citing works
Karstoft, K., Nielsen, A. B. S., & Nielsen, T. (2017) · European Journal of Psychotraumatology · doi:10.1080/20008198.2017.1326798 · Cited by 9 · see citing works
Self-citation
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- Klein DN, Kotov R, Bufferd SJ (2011) Personality and depres- sion: explanatory models and revies of the evidence. Annu Rev Clin Psychol 7:269-295. https ://doi.org/10.1146/annur ev-clinp sy-03221 0-10454 0.Perso nalit y · DOI
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Biological, Psychological, and Social Determinants of Depression: A Review of Recent Literature
Remes, O., Mendes, J. F., & Templeton, P. (2021) · Brain Sciences · doi:10.3390/brainsci11121633 · Cited by 482 · see citing works
- Authors
- Nissen, L. R., Karstoft, K.-I., Vedtofte, M. S., Nielsen, A. B. S., Osler, M., Mortensen, E. L., Christensen, G. T., & Andersen, S. B.
- Affiliations
- The Danish Veteran Centre (DK)
- Frederiksberg Hospital (DK)
- University of Copenhagen (DK)
- University of Southern Denmark (DK)
- Corresponding author
- Nissen, Lars Ravnborg
- ORCID
- Venue
- Social Psychiatry and Psychiatric Epidemiology
- Published
- 2019-01-08
- Volume
- 54
- Issue
- 4
- Pages
- 497-506
- ISSN
- 0933-7954 (ISSN-L)
- 1433-9285
- OpenAlex
- W2911224315
- Cited by
- 5
- References
- 36
- Citations by year
- 2021: 2 · 2020: 3
- FWCI
- 1.46
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Social Psychiatry and Psychiatric Epidemiology (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, cc-by)
- University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion, cc-by)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Psychology › Clinical Psychology › Migration, Health and Trauma
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- cognitive ability, conscription, military personnel, social support, post-traumatic stress disorder, comorbidities, risk factors, gender differences, educational attainment, military personnel selection, Danish army
- MeSH terms
- Adult, Cognition, Cognition Disorders, Denmark, Depression, Female, Humans, Male, Military Personnel, Occupational Diseases, Risk Factors, Cohort Studies, Logistic Models, Young Adult, Self Report
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