Representation Challenges in Large Clinical Datasets

Exploring experiences with alcohol and how drinking has changed over time among minority ethnic groups with a diagnosed mental health problem

INTRODUCTION

Minority ethnic groups are more likely to experience poor mental health but less likely to seek formal support. Mental health problems and alcohol use (including non-drinking) co-occur, the reasons for this among minority ethnic groups are not well understood. This study explored i) alcohol use among minority ethnic individuals with a mental health problem,ii) how alcohol was used before individuals received support for their mental health,iii) how alcohol changed whilst and after individuals received treatment for their mental health.

METHODS

Participants were purposively sampled through community/online mental health organisations. Participants took part if they i)were not White British, ii) had a mental health diagnosis, iii) drank at hazardous and above levels or former drinkers. Telephone/online semi-structured interviews were conducted. Data were analysed using framework analysis with an intersectional lens.

RESULTS

25 participants took part. Four themes were developed; "drinking motivations", "mental health literacy and implications on drinking behaviour", "cultural expectations and its influence on mental health problems and drinking practices", and "reasons for changes in drinking". Themes reflect reasons for drinking and the role of understanding the range of mental health problems and implicit cultural expectations. An intersectional lens indicated gendered, ethnic and religious nuances in experiences with alcohol and seeking support. Engaging with formal support prompted changes in drinking which were facilitated through wider support.

CONCLUSION

There were specific reasons to cope among minority ethnic individuals who have a mental health problem. Applying an intersectional lens provided an insight into the role of cultural and gendered expectations on mental health and drinking practices. Mental health literacy and implicit cultural expectations within specific minority ethnic groups can affect both mental health and drinking practices. Healthcare professionals and wider community play an important role in prompting changes in drinking among minority ethnic groups who have a mental health problem.

Physical and mental health in adolescence: novel insights from a transdiagnostic examination of FitBit data in the ABCD study

Adolescence is among the most vulnerable period for the emergence of serious mental illnesses. Addressing this vulnerability has generated interest in identifying markers of risk for symptoms and opportunities for early intervention. Physical fitness has been linked to psychopathology and may be a useful risk marker and target for early intervention. New wearable technology has made assessing fitness behavior more practical while avoiding recall and self-report bias. Still, questions remain regarding the clinical utility of physical fitness metrics for mental health, both transdiagnostically and along specific symptom dimensions. The current study includes 5007 adolescents (ages 10-13) who participated in the Adolescent Brain Cognitive Development (ABCD) study and additional sub-study that collected fitness data from wearable technology and clinical symptom measures. Physical fitness metrics included resting heart rate (RHR- an index of cardiovascular health), time spent sedentary (associated with increased inflammation and cardiovascular disease), and time spent in moderate physical activity (associated with increased neurogenesis, neuroplasticity, and healthy neurodevelopment). Self-report clinical symptoms included measures of psychosis-like experiences (PLE), internalizing symptoms, and externalizing symptoms. Increased RHR- lower cardiovascular fitness- related only to greater internalizing symptoms (t = 3.63). More sedentary behavior related to elevated PLE severity (t = 5.49). More moderate activity related to lower PLE (t = -2.69) and internalizing (t = -6.29) symptom severity. Wearable technology fitness metrics linked physical health to specific mental health dimensions, which emphasizes the utility of detailed digital health data as a marker for risk and the need for precision in targeting physical health behaviors to benefit symptoms of psychopathology.