A latent class analysis of health risk behaviours in the UK Police Service and their associations with mental health and job strain.

BACKGROUND: Health risk behaviours (e.g., harmful drinking and smoking) often cluster together and can be associated with poor mental health and stress. This study examined how health risk behaviours cluster together in individuals in a high stress occupation (UK Police Service), and the associations with mental health and job strain. METHODS: Data was obtained from the Airwave Health Monitoring Study (25,234 male and 14,989 female police employees), which included measures of health risk behaviours (alcohol use, diet, smoking status, physical activity), poor mental health (depression, anxiety, post-traumatic stress disorder [PTSD]), and job strain (low, high, active, passive). Classes of health risk behaviours were identified using Latent Class Analysis (LCA) and the associations with mental health and job strain were analysed through multinomial logistic regressions. RESULTS: For men and women, a 5-class solution was the best fit. Men and women with depression, anxiety, and/or PTSD (analysed as separate variables) had at least double the odds of being assigned to the "high health risk behaviours" class, compared to those with no mental health problem. Compared to those reporting low strain, men and women reporting high strain had increased odds of being assigned to the "low risk drinkers with other health risk behaviours" classes. CONCLUSIONS: These finding highlight the importance of holistic interventions which target co-occurring health risk behaviours, to prevent more adverse physical health consequences. Police employees with poor mental health are more likely to engage in multiple health risk behaviours, which suggests they may need additional support. However, as the data was cross-sectional, the temporal associations between the classes and mental health or job strain could not be determined.

Probable post-traumatic stress disorder and harmful alcohol use among male members of the British Police Forces and the British Armed Forces: a comparative study.

Background: British Armed Forces' and Police Forces' personnel are trained to operate in potentially traumatic conditions. Consequently, they may experience post-traumatic stress disorder (PTSD), which is often comorbid with harmful alcohol use. Objective: We aimed to assess the proportions, and associations, of probable PTSD and harmful alcohol use among a covariate-balanced sample of male military personnel and police employees. Methods: Proportions of probable PTSD, harmful alcohol use, and daily binge drinking, were explored using data from the police Airwave Health Monitoring Study (2007-2015) (N = 23,826) and the military Health and Wellbeing Cohort Study (phase 2: 2007-2009, phase 3: 2014-2016) (N = 7,399). Entropy balancing weights were applied to the larger police sample to make them comparable to the military sample on a range of pre-specified variables (i.e. year of data collection, age and education attainment). Multinomial and logistic regression analyses determined sample differences in outcome variables, and associated factors (stratified by sample). Results: Proportions of probable PTSD were similar in military personnel and police employees (3.67% vs 3.95%), although the large sample size made these borderline significant (Adjusted Odds Ratio (AOR): 0.84; 95% Confidence Intervals (CI): 0.72 to 0.99). Clear differences were found in harmful alcohol use among military personnel, compared to police employees (9.59% vs 2.87%; AOR: 2.79; 95% CI: 2.42 to 3.21). Current smoking, which was more prevalent in military personnel, was associated with harmful drinking and binge drinking in both samples but was associated with PTSD in military personnel only. Conclusions: It is generally assumed that both groups have high rates of PTSD from traumatic exposures, however, low proportions of PTSD were observed in both samples, possibly reflecting protective effects of unit cohesion or resilience. The higher level of harmful drinking in military personnel may relate to more prominent drinking cultures or unique operational experiences.

Antecedentes: El personal de las fuerzas armadas británicas y de la policía británica está entrenado para operar en condiciones potencialmente traumáticas. Consecuentemente, pueden experimentar trastorno de estrés postraumático (TEPT), el cual es frecuentemente comórbido con uso nocivo de alcohol.Objetivo: Buscamos evaluar las proporciones, y asociaciones, del probable TEPT y del uso nocivo de alcohol en una muestra balanceada por covariables de personal masculino, militares y empleados de policía.Métodos: Las proporciones de probable TEPT, uso nocivo de alcohol y atracones diarios de alcohol, fueron exploradas utilizando datos del estudio Airwave Health Monitoring Study de la policía (2007-2015) (N=23,826) y del estudio militar Health and Wellbeing Cohort Study (fase 2: 2007-2009, fase 3: 2014-2016) (N=7,399). Se aplicaron pesos de balance de entropía a la muestra más grande, de policía, para hacerla comparable a la muestra militar en un rango de variables pre-especificadas (ej. año de recolección de datos, edad y logros educacionales). Los análisis multinomiales y de regresión logística determinaron diferencias muestrales en las variables de resultado, y en los factores asociados (estratificados por muestra).Resultados: Las proporciones de TEPT probable fueron similares en el personal militar y los empleados de policía (3,67% vs 3,95%), aunque el gran tamaño muestral hizo fuera significativo al límite (Razón de probabilidades ajustada (AOR): 0.84; Intervalo de Confianza (IC) de 95%: 0.72 a 0.99). Se encontraron claras diferencias en el uso nocivo de alcohol entre el personal militar, comparado a los empleados de policía (9,59% vs 2.87%; AOR: 2.79; IC 95%: 2.42 a 3.21). El consumo actual de tabaco, que fue más prevalente en el personal militar, se asoció a consumo nocivo de alcohol y a atracones de alcohol en ambas muestras, pero se asoció a TEPT sólo en el personal militar.Conclusiones: Generalmente se asume que ambos grupos tienen altas tasas de TEPT desde la exposición traumática, sin embargo, se observó una baja proporción de TEPT en ambas muestras, lo que probablemente refleja el efecto protector de la cohesión de unidad o la resiliencia. El mayor nivel de consumo nocivo de alcohol en el personal militar puede estar relacionado una cultura de consumo de alcohol más prominente o a experiencias operacionales únicas.