| Literature DB >> 29874783 |
Rachel Ashwick1, Shabeer Syed2, Dominic Murphy3.
Abstract
Risk-taking amongst veterans has severe consequences, yet few studies have examined factors that may predict risk-taking in help-seeking veteran populations. This paper presents a cross-sectional study involving a random sample of 667 UK help-seeking veterans, investigating the role of demographics, mental health and physical health presentations on the propensity for risk-taking. Out of 403 (73.4%) veterans, 350 (86.8%) reported risk-taking in the past month. We found that younger age, being in a relationship, probable PTSD, common mental health difficulties and traumatic brain injury were significantly associated with risk-taking. Additionally, a direct association was found between increased risk-taking and PTSD symptom clusters, including higher hyperarousal, elevated negative alterations in mood and cognition. Our findings provide initial evidence for demographic and mental health presentations as predictors of risk-taking in help-seeking veterans. Further research and longitudinal studies are needed to facilitate valid risk assessments, and early intervention for veteran services.Entities:
Keywords: TBI; alcohol; driving; fighting; mental health; posttraumatic stress disorder; risk; veterans
Year: 2018 PMID: 29874783 PMCID: PMC6023507 DOI: 10.3390/healthcare6020058
Source DB: PubMed Journal: Healthcare (Basel) ISSN: 2227-9032
The proportion of veterans engaging in each category of risk-taking.
| Risk-Taking Behavior | Percentage (%) | |
|---|---|---|
| Heavy drinking | 162 | 40.2 |
| Smoking | 62 | 15.4 |
| Fighting | 314 | 77.9 |
| Driving | 29 | 7.2 |
| Any | 350 | 86.8 |
| 0 | 53 | 13.2 |
| 1 | 181 | 44.9 |
| 2 | 123 | 30.5 |
| 3 | 44 | 10.9 |
| 4 | 2 | 0.5 |
Association between demographics and risk-taking behavior.
| Predictor | Mean Risk Score (M) | Unadjusted Coefficient (95% CI) | Adjusted Coefficient a (95% CI) | |||
|---|---|---|---|---|---|---|
| Male | 386 (96) | 0.86 | 1.0 | - | 1.0 | - |
| Female | 17 (4) | 0.65 | −0.21 (−0.69, 0.27) | 0.389 | −0.34 (−0.81, 0.12) | 0.150 |
| <35 | 49 (12) | 1.27 | 1.0 | - | 1.0 | - |
| 35–44 | 95 (24) | 0.92 | −0.35 (−0.68, −0.02) | 0.040 * | −0.33 (−0.66, −0.00) | 0.049 * |
| 45–54 | 110 (27) | 0.93 | −0.34 (−0.66, −0.01) | 0.042 * | −0.32 (−0.65, 0.00) | 0.051 |
| 55+ | 149 (37) | 0.61 | −0.65 (−0.97, −0.34) | <0.0001 *** | −0.70 (−1.02, −0.38) | <0.0001 *** |
| Single | 130 (32) | 1.17 | 1.0 | - | 1.0 | - |
| In a relationship | 273 (68) | 0.70 | 0.47 (0.27, 0.67) | <0.0001 *** | 0.46 (0.26, 0.66) | <0.0001 *** |
| Working | 126 (31) | 0.80 | 1.0 | - | 1.0 | - |
| Not working | 277 (69) | 0.87 | 0.07 (−0.14, 0.28) | 0.518 | 0.14 (−0.07, 0.35) | 0.190 |
| No | 357 (89) | 0.83 | 1.0 | - | 1.0 | - |
| Yes | 46 (11) | 1.00 | 0.17 (−0.13, 0.47) | 0.269 | 0.04 (−0.26, 0.34) | 0.786 |
| <5 years | 210 (52) | 0.85 | 1.0 | - | 1.0 | - |
| >5 years | 193 (48) | 0.84 | −0.01 (−0.20, 0.19) | 0.937 | 0.14 (−0.06, 0.33) | 0.180 |
* p < 0.05, *** p < 0.001. There are no missing values. a Adjusted for sex, age, relationship status, employment status, early service leaver and time to contact services.
Association between health outcomes and risk-taking behavior.
| Predictor | Mean Risk Score (M) | Unadjusted Coefficient (95% CI) | Adjusted Coefficient a (95% CI) | |||
|---|---|---|---|---|---|---|
| Score < 38 | 72 (18) | 0.40 | 1.0 | - | 1.0 | - |
| Score => 38 | 331 (82) | 0.95 | 0.54 (0.30, 0.79) | <0.0001 *** | 0.38 (0.13, 0.63) | 0.003 ** |
| Score < 4 | 110 (28) | 0.57 | 1.0 | - | 1.0 | - |
| Score => 4 | 290 (73) | 0.96 | 0.38 (0.17, 0.60) | <0.001 *** | 0.24 (0.02, 0.46) | 0.032 * |
| No | 211 (52) | 0.73 | 1.0 | - | 1.0 | - |
| Yes | 192 (48) | 0.98 | 0.26 (0.07, 0.45) | 0.008 ** | 0.22 (0.04, 0.40) | 0.017 * |
| Low group | 289 (72) | 0.88 | 1.0 | - | 1.0 | - |
| High group | 114 (28) | 0.77 | −0.11 (−0.32, 0.11) | 0.327 | −0.01 (−0.22, 0.21) | 0.936 |
* p < 0.05, ** p < 0.01, *** p < 0.001. There are 3 (0.7%) missing values for GHQ-12 score; a Adjusted for PCL-5, GHQ-12, TBI, physical problems, age and relationship status.
Association between PTSD symptom clusters and risk-taking behavior.
| Predictor | Unadjusted Coefficient (95% CI) | Adjusted Coefficient a (95% CI) | ||
|---|---|---|---|---|
| No | 1.0 | - | 1.0 | - |
| Yes | 0.04 (0.02, 0.06) | <0.0001 *** | −0.01 (−0.03, 0.02) | 0.644 |
| No | 1.0 | - | 1.0 | - |
| Yes | 0.07 (0.03, 0.11) | <0.001 *** | −0.04 (−0.09, 0.01) | 0.130 |
| No | 1.0 | - | 1.0 | - |
| Yes | 0.05 (0.03, 0.06) | <0.0001 *** | 0.02 (0.00, 0.05) | 0.022 * |
| No | 1.0 | - | 1.0 | - |
| Yes | 0.06 (0.05, 0.08) | <0.0001 *** | 0.05 (0.02,0.07) | 0.001 *** |
* p < 0.05, *** p < 0.001, a Adjusted for intrusions, avoidance, negative alterations, hyperarousal, age and relationship status.