Testing a Resilience Model Among Canadian Forces Recruits
Abstract
Evidence suggests that personal characteristics serve as resilience factors, and may protect military personnel against the development of psychological distress, even during stressful conditions. Structural equation modeling analyses were conducted on data from Canadian Forces candidates undertaking their basic training (N = 200) to test the fit of a model of resilience that is comprised of several individual characteristics, such as personality, hardiness, and coping. The most parsimonious model of resilience with the best fit to the data was identified. This model consisted of neuroticism, military hardiness, and problem-solving coping. The results of the study were consistent with previous research, showing that personality, military hardiness, and coping are important predictors of life satisfaction and health. The proposed resilience model offers a useful approach for the development of training programs to enhance readiness and recovery in the military context.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Canadian studies of resilience in MMs have independently and not always cohesively explored constructs including personality, positive affect, mastery, social support, neuroticism, military hardiness, problem-solving coping, conscientiousness, emotional stability, and positive social interactions.
“the Canadian studies of resilience in MMs have independently and not always cohesively explored the constructs of personality, positive affect, mastery, and social support [53]; neuroticism, military hardiness, and problem-solving coping [54]; and conscientiousness, emotional stability, and positive social interactions [55].”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Tabachnick, B. G., & Fidell, L. S. (1983) · Cited by 79,888 · see citing works
The satisfaction with life scale
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985) · Journal of Personality Assessment · doi:10.1207/s15327752jpa4901_13 · Cited by 31,768 · see citing works
Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC)
Connor, K. M., & Davidson, J. R. T. (2003) · Depression and Anxiety · doi:10.1002/da.10113 · Cited by 11,793 · see citing works
The Construct of Resilience: A Critical Evaluation and Guidelines for Future Work
Luthar, S. S., Cicchetti, D., & Becker, B. (2000) · Child Development · doi:10.1111/1467-8624.00164 · Cited by 9,381 · see citing works
Ordinary magic: Resilience processes in development.
Masten, A. S. (2001) · American Psychologist · doi:10.1037/0003-066x.56.3.227 · Cited by 8,497 · see citing works
To parcel or not to parcel: Exploring the question, weighing the merits
Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_1 · Cited by 6,552 · see citing works
Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming, Third Edition
Byrne, B. M. (2016) · doi:10.4324/9781315757421 · Cited by 4,653 · see citing works
Personality trait structure as a human universal.
McCrae, R. R., & Costa, P. T. (1997) · American Psychologist · doi:10.1037/0003-066x.52.5.509 · Cited by 4,234 · see citing works
Stressful life events, personality, and health: An inquiry into hardiness.
Kobasa, S. C. (1979) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.37.1.1 · Cited by 3,816 · see citing works
The happy personality: A meta-analysis of 137 personality traits and subjective well-being.
DeNeve, K. M., & Cooper, H. (1998) · Psychological Bulletin · doi:10.1037/0033-2909.124.2.197 · Cited by 2,898 · see citing works
Stressful life events, personality, and health: An inquiry into hardiness.
Kobasa, S. C. O. (1979) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.37.1.1 · Cited by 2,654 · see citing works
Resilience in the Face of Catastrophe: Optimism, Personality, and Coping in the Kosovo Crisis
Riolli, L., Savicki, V., & Cepani, A. (2002) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2002.tb02765.x · Cited by 2,166 · see citing works
Using LISREL for Structural Equation Modeling: A Researcher′s Guide
Kelloway, E. K. (1998) · Cited by 2,007 · see citing works
Approach, avoidance, and coping with stress.
Roth, S., & Cohen, L. J. (1986) · American Psychologist · doi:10.1037/0003-066x.41.7.813 · Cited by 1,882 · see citing works
Tugade, M. M., Fredrickson, B. L., & Feldman Barrett, L. (2004) · Journal of Personality · doi:10.1111/j.1467-6494.2004.00294.x · Cited by 1,610 · see citing works
A framework for studying personality in the stress process.
Bolger, N. P., & Zuckerman, A. (1995) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.69.5.890 · Cited by 1,405 · see citing works
Dumont, M., & Provost, M. A. (1999) · Journal of Youth and Adolescence · doi:10.1023/a:1021637011732 · Cited by 1,038 · see citing works
A framework for studying personality in the stress process.
Bolger, N. P., & Zuckerman, A. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.5.890 · Cited by 1,018 · see citing works
Meichenbaum, D. H. (2017) · The SAGE Encyclopedia of Abnormal and Clinical Psychology · doi:10.4135/9781483365817.n1329 · Cited by 864 · see citing works
Resilience in relation to personality and intelligence
Friborg, O., Barlaug, D., Martinussen, M., Rosenvinge, J. H., & Hjemdal, O. (2005) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.15 · Cited by 755 · see citing works
The use of the General Health Questionnaire as an indicator of mental health in occupational studies
Banks, M. H., Clegg, C., Jackson, P. R., Kemp, N. J., Stafford, E. M., & Wall, T. D. (1980) · Journal of Occupational Psychology · doi:10.1111/j.2044-8325.1980.tb00024.x · Cited by 690 · see citing works
King, L. A., King, D. W., Fairbank, J. A., Keane, T. M., & Adams, G. A. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.2.420 · Cited by 653 · see citing works
Asendorpf, J. B., Borkenau, P., Ostendorf, F., & van Aken, M. A. G. (2001) · European Journal of Personality · doi:10.1002/per.408 · Cited by 496 · see citing works
King, D. W., King, L. A., Foy, D. W., Keane, T. M., & Fairbank, J. A. (1999) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.108.1.164 · Cited by 446 · see citing works
Florián, V., Mikulincer, M., & Taubman, O. (1995) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.68.4.687 · Cited by 393 · see citing works
Hardiness protects against war-related stress in Army Reserve forces.
Bartone, P. T. (1999) · Consulting psychology journal · doi:10.1037/1061-4087.51.2.72 · Cited by 391 · see citing works
Life tasks, self-concept ideals, and cognitive strategies in a life transition.
Cantor, N. L., Norem, J. K., Niedenthal, P. M., Langston, C. A., & Brower, A. M. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.53.6.1178 · Cited by 365 · see citing works
Styles of coping with threat: Implications for health.
Miller, S. M., Brody, D. S., & Summerton, J. (1988) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.54.1.142 · Cited by 352 · see citing works
Solomon, Z., Mikulincer, M., & Avitzur, E. (1988) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.55.2.279 · Cited by 338 · see citing works
Resilience: research evidence and conceptual considerations for posttraumatic stress disorder
Hoge, E. A., Austin, E. D., & Pollack, M. H. (2006) · Depression and Anxiety · doi:10.1002/da.20175 · Cited by 329 · see citing works
Personality as Risk and Resilience in Physical Health
Smith, T. W. (2006) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2006.00441.x · Cited by 313 · see citing works
King, D. W., King, L. A., Foy, D. W., et al. (1999) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.108.1.164 · Cited by 305 · see citing works
Personality Characteristics and Coping Patterns
Fleishman, J. A. (1984) · Journal of Health and Social Behavior · doi:10.2307/2136671 · Cited by 303 · see citing works
Meichenbaum, D. H., & Cameron, R. (1989) · Springer eBooks · doi:10.1007/978-1-4899-0408-9_5 · Cited by 295 · see citing works
Kjeldstadli, K., Tyssen, R., Finset, A., Hem, E., Gude, T., Grønvold, N. T., Ekeberg, Ø., & Vaglum, P. (2006) · BMC Medical Education · doi:10.1186/1472-6920-6-48 · Cited by 274 · see citing works
Dimensions of Psychological Stress in Peacekeeping Operations
Bartone, P. T., Adler, A. B., & Vaitkus, M. A. (1998) · Military Medicine · doi:10.1093/milmed/163.9.587 · Cited by 237 · see citing works
Florián, V., Mikulincer, M., & Taubman, O. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.68.4.687 · Cited by 232 · see citing works
Solomon, Z., Mikulincer, M., & Avitzur, E. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.55.2.279 · Cited by 225 · see citing works
Trauma, resilience and saliostasis: effects of treatment in post-traumatic stress disorder
Davidson, J. R. T., Payne, V. M., Connor, K. M., Foa, E. B., Rothbaum, B. O., Hertzberg, M. A., & Weisler, R. H. (2005) · International Clinical Psychopharmacology · doi:10.1097/00004850-200501000-00009 · Cited by 216 · see citing works
Predictors of Resilience in Maltreated and Nonmaltreated Latino Children.
Flores, E., Cicchetti, D., & Rogosch, F. A. (2005) · Developmental Psychology · doi:10.1037/0012-1649.41.2.338 · Cited by 205 · see citing works
Matheson, K., & Anisman, H. (2003) · Stress · doi:10.1080/10253890310001594487 · Cited by 189 · see citing works
War zone stress, personal resources, and PTSD in Persian Gulf War returnees.
Sutker, P. B., Davis, J. M., Uddo, M. M., & Ditta, S. R. (1995) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.104.3.444 · Cited by 181 · see citing works
Waysman, M., Schwarzwald, J., & Solomon, Z. (2001) · Journal of Traumatic Stress · doi:10.1023/a:1011112723704 · Cited by 178 · see citing works
Resilience, Vulnerability and the Course of Posttraumatic Reactions
McFARLANE, A. C., & Yehuda, R. (1996) · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · Cited by 178 · see citing works
Posttraumatic Stress Disorder After Severe Traumatic Brain Injury
Bryant, R. A., Marosszeky, J. E., Crooks, J., & Gurka, J. A. (2000) · American Journal of Psychiatry · doi:10.1176/appi.ajp.157.4.629 · Cited by 173 · see citing works
Relevance of Hardiness Assessment and Training to the Military Context
Maddi, S. R. (2007) · Military Psychology · doi:10.1080/08995600701323301 · Cited by 164 · see citing works
Resilience Processes in Adolescents: Personality Profiles, Self-Worth, and Coping
Davey, M. P., Eaker, D. G., & Walters, L. H. (2003) · Journal of Adolescent Research · doi:10.1177/0743558403018004002 · Cited by 154 · see citing works
Taft, C. T., Stern, A. S., King, L. A., & King, D. W. (1999) · Journal of Traumatic Stress · doi:10.1023/a:1024786030358 · Cited by 153 · see citing works
The Relationship Between Stress and Performance: The Moderating Effect of Hardiness
Westman, M. (1990) · Human Performance · doi:10.1207/s15327043hup0303_1 · Cited by 149 · see citing works
Fiedler, E. R., Oltmanns, T. F., & Turkheimer, E. N. (2004) · Military Medicine · doi:10.7205/milmed.169.3.207 · Cited by 141 · see citing works
Coping processes as mediators of the relationship between hardiness and health
Williams, P., Wiebe, D. J., & Smith, T. W. (1992) · Journal of Behavioral Medicine · doi:10.1007/bf00845354 · Cited by 137 · see citing works
Toward an integrative approach to the study of stress.
Fleming, R., Baum, A. E., & Singer, J. E. (1984) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.46.4.939 · Cited by 136 · see citing works
Military Hardiness as a Buffer of Psychological Health on Return from Deployment
Dolan, C. A., & Adler, A. B. (2006) · Military Medicine · doi:10.7205/milmed.171.2.93 · Cited by 124 · see citing works
War zone stress, personal resources, and PTSD in Persian Gulf War returnees.
Sutker, P. B., Davis, J. M., Uddo, M. M., et al. (1995) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.104.3.444 · Cited by 121 · see citing works
Rammstedt, B., Riemann, R., Angleitner, A., & Borkenau, P. (2004) · European Journal of Personality · doi:10.1002/per.495 · Cited by 112 · see citing works
Literature Review of Concepts: Psychological Resiliency
Wald, J., Taylor, S. J., Asmundson, G. J. G., Jang, K. L., & Stapleton, J. A. (2006) · Defense Technical Information Center (DTIC) · Cited by 91 · see citing works
Personality and Physical Health: An Introduction
Suls, J. M., & Rittenhouse, J. D. (1987) · Journal of Personality · doi:10.1111/j.1467-6494.1987.tb00433.x · Cited by 85 · see citing works
The Effects of Stress on Job Functioning of Military Men and Women
Bray, R. M., Camlin, C. S., Fairbank, J. A., Dunteman, G. H., & Wheeless, S. C. (2001) · Armed Forces & Society · doi:10.1177/0095327x0102700304 · Cited by 84 · see citing works
Engelhard, I. M., & van den Hout, M. (2007) · The Canadian Journal of Psychiatry · doi:10.1177/070674370705200808 · Cited by 79 · see citing works
Gammon, E. A., & Rose, S. D. (1991) · Research on Social Work Practice · doi:10.1177/104973159100100302 · Cited by 71 · see citing works
Higher-order model of resilience in the Canadian forces.
Lee, J. E. C., Sudom, K. A., & McCreary, D. R. (2011) · Canadian Journal of Behavioural Science / Revue canadienne des sciences du comportement · doi:10.1037/a0024473 · Cited by 61 · see citing works
Dissociation, Hardiness, and Performance in Military Cadets Participating in Survival Training
Eid, J., & Morgan, C. A. (2006) · Military Medicine · doi:10.7205/milmed.171.5.436 · Cited by 61 · see citing works
Validating the NEO Personality Inventory using assessor's ratings
Furnham, A. F., Crump, J., & Whelan, J. (1997) · Personality and Individual Differences · doi:10.1016/s0191-8869(96)00261-9 · Cited by 51 · see citing works
An Eighteen-Year Follow-up Study of Israeli Prisoners of War and Combat Veterans
Neria, Y., Solomon, Z., & Dekel, R. (1998) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199803000-00006 · Cited by 51 · see citing works
Blumenthal, J. A., Keefe, F. J., Babyak, M. A., Fenwick, C. V., Johnson, J. M., Stott, K., Funk, R., McAdams, M. J., Palmer, S. M., Martinu, T., et al. (2009) · Clinical Trials · doi:10.1177/1740774509102565 · Cited by 42 · see citing works
Asendorpf, J. B., Borkenau, P., Ostendorf, F., et al. (2001) · European Journal of Personality · doi:10.1002/per.408.abs · Cited by 42 · see citing works
Larsson, G. (1989) · Military Psychology · doi:10.1207/s15327876mp0103_4 · Cited by 33 · see citing works
Intensive Coping Skills Training to Reduce Anxiety and Depression for Forward-Deployed Troops
Jones, D. E., Perkins, K. A., Cook, J. H., & Ong, A. L. (2008) · Military Medicine · doi:10.7205/milmed.173.3.241 · Cited by 23 · see citing works
Military Psychology: United States
Krueger, G. P. (2001) · Elsevier eBooks · doi:10.1016/b0-08-043076-7/01428-5 · Cited by 15 · see citing works
U.S. Soldier Peacekeeping Experiences and Wellbeing After Returning from Deployment to Kosovo
Adler, A. B., Dolan, C. A., Castro, C. A., & Bienvenu, R. V. (2000) · doi:10.21236/ada392797 · Cited by 15 · see citing works
Holden, R. R., & Scholtz, D. (2002) · Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement · doi:10.1037/h0087160 · Cited by 14 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Rundell JR, Ursano RJ: Psychiatric responses to war trauma. In: Emo- tional Aftermath of the Persian Gulf War, pp 43-81. Edited by RJ Ursano, AE Norwood. DC, American Psychiatric Press, 1996.
- Griffiths J, Ravindran AV, Merali Z, Anisman H: Dysthymia: neuro- chemical and behavioral perspectives. Mol Psychiatry 2000; 5: 242-61.
Cited by
Sorted by citations
Voth, M., Chisholm, S., Sollid, H., Jones, C., Smith-MacDonald, L., & Brémault-Phillips, S. (2022) · JMIR mHealth and uHealth · doi:10.2196/26453 · Cited by 35 · see citing works
“…in MMs have independently and not always cohesively explored the constructs of personality, positive affect, mastery, and social support [53]; neuroticism, military hardiness, and problem-solving coping [54]; and conscientiousness, emotional stability, and positive social interactions [55].”
- Authors
- Skomorovsky, A., & Stevens, S.
- Affiliations
- Defence Research and Development Canada (CA)
- Saint Mary's University (CA)
- ORCID
- Stevens, Sonya
- Venue
- Military Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2013-08
- Volume
- 178
- Issue
- 8
- Pages
- 829-837
- ISSN
- 0026-4075 (ISSN-L)
- 1930-613X
- OpenAlex
- W2190876701
- Cited by
- 32
- References
- 72
- Citations by year
- 2026: 2 · 2025: 2 · 2023: 2 · 2022: 3 · 2021: 5 · 2020: 3 · 2018: 3 · 2017: 4 · 2016: 3 · 2015: 3 · 2014: 2
- FWCI
- 2.96
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Military Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Social Sciences › Psychology › Applied Psychology › Optimism, Hope, and Well-being
- Keywords
- resilience, military recruits, basic training, neuroticism, hardiness, coping, problem-solving coping, personality, life satisfaction, psychological distress, military preparedness, Canadian Armed Forces
- MeSH terms
- Neuroticism, Adaptation, Psychological, Anxiety Disorders, Canada, Humans, Military Personnel, Models, Psychological, Personal Satisfaction, Personality, Personality Inventory, Surveys and Questionnaires, Resilience, Psychological
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review