Abstract
Women in the military report a high prevalence of sexual risk behaviors, such as binge drinking and new or multiple sexual partnerships. However, demographical differences pose challenges to making comparisons with civilians. We used two public-use datasets to compare prevalence of sexual risk behaviors between sexually active military and civilian women, after adjusting for demographic factors. We found that women in the military reported a higher prevalence of binge drinking and new/multiple sexual partners as compared with civilians, which suggests that military women are truly a high-risk group and the military environment may at least partially facilitate these risk behaviors.
Introduction
Women in the active duty U.S. military are exposed to an environment where a high prevalence of sexual risk behaviors such as binge drinking and multiple sexual partnerships exist (1–3), which may contribute to risk for sexually transmitted infections (STIs) (4–6). In addition, a large proportion of active duty women are at a higher risk for STIs due to their demographic characteristics such as being of a younger age, unmarried, and of Black race/ethnicity (7), which are risk factors for STI acquisition in the general population (8). It is currently unclear whether differences in prevalence of risk behaviors are due to military social and environmental factors or because most women in the military represent the demographic at risk. Adjustment for demographic factors may enhance comparative analyses and provide insight into the level of risk practiced and experienced by women in the military.
Methods
Study Population and Design
We used data from the 2007–2010 National Health and Nutrition Examination Survey (NHANES) (9) and the 2008 Department of Defense Survey of Health Related Behaviors among Active Duty Military Personnel (HRBS) (10). Variable measures used for comparison between datasets are provided in the appendix. The final study samples consisted of 1,410 sexually active women aged 20–49 years in the NHANES and 6,314 sexually active women aged 20–49 years in the HRBS. We defined sexually active as having reported at least one sexual partner within the past 12 months.
Statistical Analysis
Population prevalence estimates and 95% confidence intervals for reported sexual risk behaviors were calculated separately for the military and civilian samples. Prevalence estimates for sexual risk behaviors within NHANES were then adjusted to account for the military population proportions of age category, race/ethnicity, education level, and marital status using direct standardization. SAS software version 9.2® (SAS Inc., Cary, NC) survey procedures were used to weight the measures.
Results
More military as compared with civilian women reported in the past 12 months any episode of binge drinking, as well as new and multiple sexual partners (Table 1). The average number of alcoholic drinks per day and frequency of drinking were similar across samples. However, fewer civilian women reported any illicit substance use in the past 12 months.
Table 1.
Prevalence of sexual risk behaviors among women in the NHANES and HRBS data sets
| 2007–2010 NHANESa (n=1,410) |
2008 HRBSb (n=6,314) |
||||||
|---|---|---|---|---|---|---|---|
| n | % |
% (adjustedc) |
95% CIc | n | % | 95% CI | |
| Drinker, past 12 months | 1096 | 81.7 | 83.3 | (80.6, 86.1) | 5199 | 82.6 | (81.0, 84.2) |
| Binge drinking, past 12 months | 398 | 31.3 | 35.9 | (32.2, 39.7) | 2702 | 45.3 | (42.8, 47.8)* |
| Avg. no. of drinks per day, among drinkers | |||||||
| 1–2 | 676 | 64.5 | 61.1 | (56.0, 66.2) | 3157 | 62.5 | (59.7, 65.3) |
| 3–4 | 289 | 25 | 26.4 | (21.9, 30.9) | 1119 | 23.8 | (22.1, 25.5) |
| 5–6 | 96 | 7.3 | 8.3 | (5.3, 11.3) | 421 | 9.1 | (7.9, 10.2) |
| 7–9 | 22 | 2.2 | 2.7 | (1.0, 4.4) | 160 | 3 | (2.2, 3.8) |
| 10+ | 14 | 1 | 1.5 | (0.1, 3.0) | 81 | 1.7 | (1.2, 2.1) |
| How often drink alcohol, among drinkers | |||||||
| Monthly or less | 494 | 41.9 | 43.8 | (39.6, 48.0) | 1761 | 40.8 | (38.6, 43.0) |
| 2–4 times per month | 332 | 31 | 31.5 | (27.4, 35.6) | 1399 | 32.8 | (30.6, 35.0) |
| 2–3 times per week | 180 | 19.4 | 20.4 | (16.2, 24.5) | 856 | 19.3 | (17.4, 21.2) |
| 4 or more times per week | 74 | 7.7 | 4.4 | (2.0, 6.8) | 322 | 7.1 | (6.3, 8.0) |
| Illicit substance use, past 12 months | |||||||
| Marijuana | 231 | 16.5 | 23 | (19.0, 27.0)* | 198 | 3.1 | (2.0, 4.2) |
| Cocaine/heroin/meth | 33 | 2.3 | 3.4 | (1.8, 5.1)* | 79 | 1.3 | (0.9, 1.7) |
| No. sexual partners, past 12 months | |||||||
| One partner | 1165 | 83.7 | 77.1 | (73.3, 81.0)* | 4573 | 70.7 | (68.3, 73.1) |
| 2+ partners | 245 | 16.3 | 22.9 | (19.0, 26.7) | 1741 | 29.3 | (26.9, 31.7)* |
| Any new sexual partners, past 12 months | 115 | 14.6 | 21.1 | (15.5, 26.7) | 2230 | 38.7 | (36.6, 40.9)* |
n's are unweighted; percentages are weighted to population estimates
95% confidence intervals for the prevalence do not overlap
Includes sexually active women aged 20–49 years; excluding unemployed women (n=790), women who were HIV positive (n=4), military veterans (n=31), and women aged 20–30 years with a military-disqualifying health condition including asthma or bronchitis, arthritis, congestive heart failure, emphysema, or a cancer/malignancy (n=51).
Includes sexually active women aged 20–49 years
NHANES prevalence estimates are standardized to the military population with respect to age, race/ethnicity, education, and marital status
Discussion
Previous studies have suggested a high prevalence of binge drinking among military personnel (10, 11) and that the military cultural environment promotes binge drinking for women, potentially as a method to fit in with male colleagues (12). Military women in our study also reported higher numbers of sexual partners and new sexual partners as compared with civilian women. One possible explanation is the widespread availability of potential sex partners and easy access to alcohol (13, 14). However, it is also possible that individuals who practice risky behaviors may be self-selecting into the military (15).
There are several limitations of this study to consider. Comparisons between data sets must be done with caution as differences in phrasing of questions and different survey methodology can lead to different types of responses. In addition, military personnel tend to be recruited from the Southern and Western U.S. (16); however, we were unable to adjust for this in our estimates. Further, both surveys are based on cross-sectional and self-reported measures of sensitive topics such as substance use. This could lead to underreporting because respondents may be unwilling to share sensitive information out of fear of disciplinary consequences for disclosing such information, particularly in a military setting.
Our analysis highlights the increased prevalence of binge drinking and new/multiple sexual partnerships among military as compared with civilian women by using standardized estimates. Further research is needed to identify the most appropriate intervention methods for a military setting.
Supplementary Material
Acknowledgments
Source of Funding: Dr. Gorbach and Dr. Shoptaw were supported by funds from the NIMH research grant P30 MH58107.
Footnotes
Conflicts of Interest: None declared.
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