Abstract
Military-connected adolescents are at increased risk of adverse behavioral and mental health outcomes compared to civilian peers, a finding which may be explained by exposure to unique military-specific stressors. Existing measures of adolescent stress fail to account for these stressors, potentially underestimating stress experienced by these youth. To fill this gap, the present study describes the development of the Adolescent Military Stress Measure (AMSM) and examines its psychometric properties. Qualitative data from individual Life History Calendar interviews (n = 24) and a focus group (n = 5) informed AMSM item development. Focus group cognitive interviews (n = 17) and advisory board input were used to refine the measure, which was piloted on the California Health Kids Survey with military-connected youth (n = 410) in one school district. Exploratory and confirmatory factor analysis indicated a four-factor structure (deployment, relocation, social support, ongoing socioecological stressors). Cronbach’s alphas for the 23-item scale (0.86) and four subscales (0.69 - 0.83) provided evidence of good reliability. Logistic regression suggested each additional stressor on the AMSM was associated with an increase of 7% in feeling sad/hopeless (OR = 1.07, 95% CI = 1.01-1.12) and 6% in suicidal thoughts (OR = 1.06, CI = 1.03-1.12). In a structural equation model, the ongoing sociological stressors subscale significantly predicted suicidality (b = 0.67, p = 0.05). The AMSM has sound psychometric properties and may be used to identify common combinations of stressors as well as risk behaviors associated with stress, which may inform school- and community-based supports around military-related stressors to improve the quality of research with this population.
Highlights
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Identification of psychosocial stressors salient to military-connected adolescents
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Understanding relevant stressors may provide opportunity for risk behavior reduction
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The AMSM presents as a potential measure of military-connected adolescent stress
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References
Acion, L., Ramirez, M. R., Jorge, R. E., & Arndt, S. (2013). Increased risk of aclohol and drug use among children from deployed military families. Addiction, 108(8), 1418–1425.
Austin, G., & Duerr, M. (2011). Guidebook for the California Healthy Kids Survey. Part I: Administration. San Francisco, CA: WestEd.
Baptist, J., Barros, P., Cafferky, B., & Johannes, E. (2015). Resilience building among adolescents from National Guard families: applying a developmental contextual model. Journal of Adolescent Research, 30, 306–334. https://doi.org/10.1177/0743558414558592.
Beautrais, A. L. (2000). Risk factors for suicide and attempted suicide among young people. Australian & New Zealand Journal of Psychiatry, 34(3), 420–436. http://search.ebscohost.com/login.aspx?direct=true&db=c8h&AN=2000054265&site=ehost-live.
Bello-Utu, C. F., & DeSocio, J. E. (2015). Military deployment and reintegration: a systematic review of child coping. Journal of Child and Adolescent Psychiatric Nursing, 28(1), 23–34. https://doi.org/10.1111/jcap.12099.
Brent, D. A. (1995). Risk factors for adolescent suicide and suicidal behavior: mental and substance abuse disorders, family environmental factors, and life stress. Suicide and Life-Threatening Behavior, 25, 52–63. https://doi.org/10.1111/j.1943-278X.1995.tb00490.x.
Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Harvard university press. Cambridge, Massachusetts.
Byrne, D. G., Davenport, S. C., & Mazanov, J. (2007). Profiles of adolescent stress: the development of the adolescent stress questionnaire (ASQ). Journal of Adolescence, 30(3), 393–416. https://doi.org/10.1016/j.adolescence.2006.04.004.
Card, N. A., Bosch, L., Casper, D. M., Wiggs, C. B., Hawkins, S. A., Schlomer, G. L., & Borden, L. M. (2011). A meta-analytic review of internalizing, externalizing, and academic adjustment among children of deployed military service members. Journal of Family Psychology, 25(4), 508–520. https://doi.org/10.1037/a0024395.
Cederbaum, J. A., Gilreath, T. D., Benbenishty, R., Astor, R. A., Pineda, D., DePedro, K. T., Esqueda, M. C., & Atuel, H. (2014). Well-being and suicidal ideation of secondary school students from military families. Journal of Adolescent Health, 54(6), 672–677. https://doi.org/10.1016/j.jadohealth.2013.09.006.
Chandra, A., Lara-Cinisomo, S., Jaycox, L. H., Tanielian, T., Burns, R. M., Ruder, T., & Han, B. (2010). Children on the homefront: the experience of children from military families. Pediatrics, 125(1), 16–25. https://doi.org/10.1542/peds.2009-1180.
Charmaz, K. (2006). Constructing grounded theory: A practical guide through qualitative analysis. Sage Publications. Thousand Oaks, California.
Compas, B. E., Davis, G. E., Forsythe, C. J., & Wagner, B. M. (1987). Assessment of major and daily stressful events during adolescence: the Adolescent Perceived Events Scale. Journal of Consulting and Clinical Psychology, 55(4), 534–541. https://doi.org/10.1037/0003-066x.40.7.770. 10.1016/0022-3999(72)90018-9.1974-11441-00110.1016/0022-3999(72)90018-9.
Cozza, S. J. (2011). Children of military service members: Raising national awareness of the family health consequences of combat deployment. Archives of Pediatric and Adolescent Medicine, 165(11), 1044–1046.
Cramm, H., McColl, M. A., Aiken, A. B., & Williams, A. (2019). The mental health of military-connected children: a scoping review. Journal of Child and Family Studies, 28(7), 1725–1735. https://doi.org/10.1007/s10826-019-01402-y.
Creech, S. K., & Misca, G. (2017). Parenting with PTSD: a review of research on the influence of PTSD on parent-child functioning in military and veteran families [mini review]. Frontiers in Psychology, 8(1101). https://doi.org/10.3389/fpsyg.2017.01101.
Davis, B. E., Blaschke, G. S., & Stafford, E. M. (2012). Military children, families, and communities: supporting those who serve. Pediatrics, 129, S3–S10.
Department of Defense. (2020). 2020 Demographics profile of the military community. https://download.militaryonesource.mil/12038/MOS/Reports/2020-demographics-report.pdf.
DePedro, K., Astor, R. A., Benbenishty, R., Estrada, J. N., Smith, G. A., & Esqueda, M. (2011). The children of military service members: challenges, resources, and future educational research. Review of Educational Research, 84(4), 566–618.
Eaton, D. K., Kann, L., Kinchen, S., Shanklin, S., Ross, J., Hawkins, J., Harris, W. A., Lowry, R., McManus, T., Chyen, D., Lim, C., Whittle, L., Brener, N. D., & Wechsler, H. (2010). Youth risk behavior surveillance - United States, 2009. Morbidity and Mortality Weekly Report Surveillance Summary, 59(5), 1–142. ss5905a1.
Faber, A. J., Willerton, E., Clymer, S. R., Macdemid, S. M., & Weiss, H. M. (2008). Ambiguous absence, ambiguous presence: a qualitative study of military reserve families in wartime. Journal of Family Psychology, 22(2), 222–230.
Flake, E. M., Davis, M. E., Johnson, P. L., & Middleton, L. S. (2009). The psychosocial effects of deployment on military children. Journal of Developmental & Behavioral Pediatrics, 30(4), 271–278.
Freedman, D., Thornton, A., Camburn, D., Alwin, D., & Young-DeMarco, L. (1988). The life history calendar: a technique for collecting retrospective data. Sociological Methodology, 18, 37–68.
Gilreath, T. D., Astor, R.A., Cederbaum, J. A., Atuel, H., & Benbenishty, R. (2014a). Prevalence and correlates of victimization and weapon carrying among military- and nonmilitary-connected youth in Southern California. Preventive Medicine, 60, 21–26. https://doi.org/10.1016/j.ypmed.2013.12.002.
Gilreath, T. D., Astor, R. A., Estrada, J. N., Benbenishty, R. & Unger, J. B. (2014). School victimization and substance use among adolescents in California. Prevention Science, 15(6), 897–906. https://doi.org/10.1007/s11121-013-0449-8.
Gilreath, T. D., Cederbaum, J. A., Astor, R. A., Benbenishty, R., Pineda, D., & Atuel, H. (2013). Substance use among military-connected youth: the California Healthy Kids Survey. American Journal of Preventive Medicine, 44(2), 150–153.
Glaser, B., & Strauss, A. (1967). The discovery of grounded theory: Strategies for qualitative research. Sociology Press. New Brunswick, New Jersey.
Gould, M. S., Fisher, P., Parides, M., Flory, M., & Shaffer, D. (1996). PSychosocial risk factors of child and adolescent completed suicide. Archives of General Psychiatry, 53(12), 1155–1162. https://doi.org/10.1001/archpsyc.1996.01830120095016.
Grant, K. E., Compas, B. E., Stuhlmacher, A. F., Thurm, A. E., McMahon, S. D., & Halpert, J. A. (2003). Stressors and child and adolescent psychopathology: moving from markers to mechanisms of risk. Psychological Bulletin, 129(3), 447–466. https://doi.org/10.1016/0163-6383(95)90003-9.
Harrison, D., & Albanese, P. (2012). The “parentification” phenomenon as applied to adolescents living through parental military deployments. Canadian Journal of Family and Youth/Le Journal Canadien de Famille et de la Jeunesse, 4(1), 1–27.
Hoffmann, J. P., Cerbone, F. G., & Su, S. S. (2000). A growth curve analysis of stress and adolescent drug use. Substance Use & Misuse, 35(5), 687–716. https://doi.org/10.3109/10826080009148417.
Hooper, L. M., Moore, H. M., & Smith, A. K. (2014). Parentification in military families: overlapping constructs and theoretical explorations in family, clinical, and military psychology. Children and Youth Services Review, 39, 123–134. https://doi.org/10.1016/j.childyouth.2014.02.003.
Huebner, A. J., & Mancini, J. A. (2005). Adjustment among adolescents in military families when a parent is deployed: A final report submitted to the Military Family Research Institute and the Department of Defense Quality of Life Office. Falls Church, Virginia:Virginia Tech, Department of Human Development.
Huebner, A. J., Mancini, J. A., Wilcox, R. M., Grass, S. R., & Grass, G. A. (2007). Parental deployment and youth in military families: exploring uncertainty and ambiguous loss. Family Relations, 56, 112–122.
Institute of Medicine (2010). Returning home from Iraq and Afghanistan: preliminary assessment of readjustment needs of veterans, service members, and their families. Washington, DC: National Academies Press.
Irwin, Jr, C. E., Burg, S. J., & Cart, C. U. (2002). America’s adolescents: where have we been, where are we going? Journal of Adolescent Health, 31(6, Suppl 1), 91–121.
Jessor, R. (1991). Risk behavior in adolescence: a psychosocial framework for understanding and action. Journal of Adolescent Health, 12(8), 597–605. 1054-139X(91)90007-K.
Johnston, L. D., O’Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2006). Monitoring the Future national survey results on drug use, 1975-2005: Volume I, Secondary school students (NIH Publication No. 06-5883). Bethesda, MD.
Kaeppler, C., & Lucier-Greer, M. (2020). Examining impacts of cumulative risk on military-connected youth and the role of family in coping. Child and Youth Care Forum, 49, 581–602.
Larson, R., & Lampman-Petraitis, C. (1989). Daily emotional states as reported by children and adolescents. Child Development, 60, 1250–1260.
Lazarus, R. S. (1966). Psychological stress and the coping process. McGraw-Hill. New York, NY.
Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer publishing company. New York, NY.
Lester, P., Aralis, H., Sinclair, M., Kiff, C., Lee, K.-H., Mustillo, S., & Wadsworth, S. M. (2016). The Impact of Deployment on Parental, Family and Child Adjustment in Military Families. Child Psychiatry & Human Development, 47(6), 938–949. https://doi.org/10.1007/s10578-016-0624-9.
Lester, P., & Flake, E. (2013). How wartime military service affects children and families. Future Child, 23(2), 121–141. https://doi.org/10.1353/foc.2013.0015.
Lester, P., Leskin, G., Woodward, K., Saltzman, W., Nash, W., Mogil, C., Paley, B., & Beardslee, W. (2011). Wartime deployment and military children: Applying prevention science to enhance family resilience. In S. Macdermid & D. Riggs (Eds.), Risk and resilience in U.S. military families (pp. 149–173). Springer. New York, NY.
Lucier-Greer, M., O’Neal, C. W., Arnold, A. L., Mancini, J. A., & Wickrama, K. K. (2014). Adolescent mental health and academic functioning: empirical support for contrasting models of risk and vulnerability. Military Medicine, 179(11), 1279–1287.
Meadows, S. O., Tanielian, T., & Karney, B. R. (Eds.). (2016). The deployment life study: Longitudinal analysis of military families across the deployment cycle. RAND. Santa Monica, CA.
Mmari, K., Bradshaw, C., Sudhinaraset, M., & Blum, R. (2010). Exploring the role of social connectedness among military youth: perceptions from youth, parents, and school personnel. Child and Youth Care Forum, 39(5), 351–366. https://doi.org/10.1007/s10566-010-9109-3.
Mmari, K., Roche, K. M., Sudhinaraset, M., & Blum, R. (2009). When a parent goes off to war: exploring the issues faced by adolescents and their families. Youth & Society, 40, 455–475. https://doi.org/10.1177/0044118X08327873.
National Academies of Sciences, E., and Medicine. (2019). Strengthening the Military Family Readiness System for a Changing American Society. The National Academies Press. https://doi.org/10.17226/25380.
Newcomb, M. D., Scheier, L. M., & Bentler, P. M. (1997). Effects of adolescent drug use on adult mental health: A prospective study of a community sample. In G. A. Marlatt & G. R. VandenBos (Eds.), Addictive behaviors: Readings on etiology, prevention, and treatment. (pp. 169–211). American Psychological Association. Washington, DC.
Pfefferbaum, B., Houston, J. B., Sherman, M. D., & Melson, A. G. (2011). Children of National Guard troops deployed in the global war on terrorism. Journal of Loss and Trauma, 16(4), 291–305.
Reed, S. C., Bell, J. F., & Edwards, T. C. (2011). Adolescent well-being in Washington state military families. American Journal of Public Health, 101, 1676–1682.
Reed, S. C., Bell, J. F., & Edwards, T. C. (2014). Weapon carrying, physical fighting and gang membership among youth in washington state military families. Maternal and Child Health Journal, 18(8), 1863–1872. https://doi.org/10.1007/s10995-014-1430-2.
Rodriguez, A. J., & Margolin, G. (2011). Siblings of military servicemembers: a qualitative exploration of individual and family systems reactions. Professional Psychology: Research and Practice, 42(4), 316.
Ruff, S. G., & Keim, M. A. (2014). Revolving doors: the impact of multiple school transitions on military children. Professional Counselor, 4(2), 103–113.
Schmitt, T. A. (2011). Current methodological considerations in exploratory and confirmatory factor analysis. Journal of Psychoeducational Assessment, 29(4), 304–321. https://doi.org/10.1177/0734282911406653.
Silk, J. S., Steinberg, L., & Morris, A. S. (2003). Adolescents’ emotion regulation in daily life: links to depressive symptoms and problem behavior. Child Development, 74(6), 1869–1880. https://doi.org/10.1046/j.1467-8624.2003.00643.x.
Sinha, R. (2008). Chronic stress, drug use, and vulnerability to addiction. Annals of the New York Academy of Sciences, 1141(1), 105–130. https://doi.org/10.1196/annals.1441.030.
Sullivan, K., Capp, G., Gilreath, T. D., Benbenishty, R., Roziner, I., & Astor, R. A. (2015). Substance abuse and other adverse outcomes for military-connected youth in California: results from a Large-Scale Normative Population Survey. JAMA Pediatrics, 169(10), 922–928. https://doi.org/10.1001/jamapediatrics.2015.1413.
Sullivan, K. S., Capp, G., & Gilreath, T. D. (2018). The association of parentification indicators with substance use patterns among military-connected adolescents. Am J Orthopsychiatry. https://doi.org/10.1037/ort0000331.
Sullivan, K. S., Hawkins, S. A., Gilreath, T. D., & Castro, C. A. (2021). Mental health outcomes associated with risk and resilience among military-connected youth. Fam Process, 60(2), 507–522. https://doi.org/10.1111/famp.12596.
Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). Pearson Education. Boston, MA.
van Jaarsveld, C. H. M., Fidler, J. A., Steptoe, A., Boniface, D., & Wardle, J. (2009). Perceived stress and weight gain in adolescence: a longitudinal analysis. Obesity, 17(12), 2155–2161. https://doi.org/10.1038/oby.2009.183.
Wadsworth, S. M., Cardin, J.-F., Christ, S., Willerton, E., O’Grady, A. F., Topp, D., Coppola, E., Lester, P., & Mustillo, S. (2016). Accumulation of risk and promotive factors among young children in US military families. American Journal of Community Psychology, 57(1-2), 190–202. https://doi.org/10.1002/ajcp.12025.
White, C. J., de Burgh, H. T., Fear, N. T., & Iversen, A. C. (2011). The impact of deployment to Iraq or Afghanistan on military children: a review of the literature. International Review of Psychiatry, 23(2), 210–217. https://doi.org/10.3109/09540261.2011.560143.
Williamson, V., Stevelink, S. A., Da Silva, E., & Fear, N. T. (2018). A systematic review of wellbeing in children: a comparison of military and civilian families. Child and adolescent psychiatry and mental health, 12(1), 1–11.
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This work was supported by funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (1R21HD085149-01).
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Gilreath, T.D., Sullivan, K., Montiel-Ishino, F.A. et al. Development and Validation of the AMSM for Military-Connected Adolescents. J Child Fam Stud 32, 2931–2943 (2023). https://doi.org/10.1007/s10826-023-02661-6
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DOI: https://doi.org/10.1007/s10826-023-02661-6