Background Cognitive tasks delivered during ecological momentary assessment (EMA) may elucidate the short-term dynamics and contextual influences on cognition and judgements of performance. This paper provides initial validation of a smartphone task of facial emotion recognition in serious mental illness. Methods A total of 86 participants with psychotic disorders (non-affective and affective psychosis), aged 19–65, were administered in-lab ‘gold standard’ affect recognition, neurocognition, and symptom assessments. They subsequently completed 10 days of the mobile facial emotion recognition task, assessing both accuracy and self-assessed performance, along with concurrent EMA of psychotic symptoms and mood. Validation focused on task adherence and predictors of adherence, gold standard convergent validity, and symptom and diagnostic group variation. Results The mean rate of adherence to the task was 79%; no demographic or clinical variables predicted adherence. Convergent validity was observed with in-lab measures of facial emotion recognition, and no practice effects were observed on the mobile facial emotion recognition task. EMA reports of more severe voices, sadness, and paranoia were associated with worse performance, whereas mood more strongly associated with self-assessed performance. Conclusion The mobile facial emotion recognition task was tolerated and demonstrated convergent validity with in-lab measures of the same construct. Social cognitive performance, and biased judgements previously shown to predict function, can be evaluated in real-time in naturalistic environments.
Abstract. Background: Mental health (MH) apps are growing in popularity. While MH apps may be helpful, less is known about how crises such as suicidal ideation are addressed in apps. Aims: We examined the proportion of MH apps that contained language mentioning suicide or suicidal ideation and how apps communicated these policies and directed users to MH resources through app content, terms of services, and privacy policies. Method: We chose apps using an Internet search of “top mental health apps,” similar to how a user might find an app, and extracted information about how crisis language was presented in these apps. Results: We found that crisis language was inconsistent among apps. Overall, 35% of apps provided crisis-specific resources in their app interface and 10.5% contained crisis language in terms of service or privacy policies. Limitations: This study employed a nonsystematic approach to sampling apps, and therefore the findings may not broadly represent apps for MH. Conclusion: To address the inconsistency of crisis resources, crisis language should be included as part of app evaluation frameworks, and internationally accessible, vetted resources should be provided to app users.
Background As smartphone technology has become nearly ubiquitous, there is a growing body of literature suggesting that ecological momentary cognitive testing (EMCT) offers advantages over traditional pen-and-paper psychological assessment. We introduce a newly developed platform for the self-administration of cognitive tests in ecologically valid ways. Objective The aim of this study is to develop a Health Insurance Portability and Accountability Act–compliant EMCT smartphone-based platform for the frequent and repeated testing of cognitive abilities in everyday life. This study examines the psychometric properties of 7 mobile cognitive tests covering domains of processing speed, visual working memory, recognition memory, and response inhibition within our platform among persons with and without bipolar disorder (BD). Ultimately, if shown to have adequate psychometric properties, EMCTs may be useful in research on BD and other neurological and psychiatric illnesses. Methods A total of 45 persons with BD and 21 demographically comparable healthy volunteer participants (aged 18-65 years) completed smartphone-based EMCTs 3 times daily for 14 days. Each EMCT session lasted approximately 1.5 minutes. Only 2 to 3 tests were administered in any given session, no test was administered more than once per day, and alternate test versions were administered in each session. Results The mean adherence to the EMCT protocol was 69.7% (SD 20.5%), resulting in 3965 valid and complete tests across the full sample. Participants were significantly more likely to miss tests on later versus earlier study days. Adherence did not differ by diagnostic status, suggesting that BD does not interfere with EMCT participation. In most tests, age and education were related to EMCT performance in expected directions. The average performances on most EMCTs were moderately to strongly correlated with the National Institutes of Health Toolbox Cognition Battery. Practice effects were observed in 5 tests, with significant differences in practice effects by BD status in 3 tests. Conclusions Although additional reliability and validity data are needed, this study provides initial psychometric support for EMCTs in the assessment of cognitive performance in real-world contexts in BD.
Objective There is a need to identify determinants of neurocognitive impairment among older persons living with HIV (PLHIV). Utilizing smartphone-based Ecological Momentary Assessment (EMA) and mobile cognitive testing, we examined the relationships between daily life activities and real-world neurocognitive performance among older PLHIV and HIV-uninfected adults. Method Ninety-one participants (58 PLHIV; Mage = 59.4, SD = 6.4), 70.3% male, 65.9% non-Hispanic white, completed four smartphone-based EMA surveys of daily activities and one mobile color-word interference test (mCWIT) per day for 14 days. Daily activities were grouped into five categories: activities of daily living (ADLs, IADLs), cognitively demanding activities, socially-engaging activities, physical activity (PA), and passive leisure activity (watching TV). Data was collapsed across the 14 days to examine between-person effects of the proportion of time reportedly spent on each activity on neurocognitive outcomes (the average correct responses and completion time for the mCWIT). Results No effect was found for engaging in activities by HIV status; however, PLHIV had significantly longer times on the mCWIT compared to persons without HIV (t = 2.49; 95% CI: 0.60, 5.37; p = 0.02). In a multivariable regression model accounting for HIV status, a greater proportion of time spent watching TV was associated with slower average mCWIT performance (beta = 9.41; 95% CI: 1.88,17.0; p = 0.01). There were no relationships between other domains of daily life activities and mCWIT performance. Conclusion Our findings provide evidence that more time spent watching TV is associated with slower mCWIT performance. Future work examining the time-lagged relationships between these variables is needed to understand whether watching TV decreases real-time neurocognitive performance.
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