Evaluation of a commercial mobile health app for depression and anxiety: A retrospective cohort study of AbleTo Digital+ users (Preprint)

2021 ◽  
Author(s):  
Margaret T Anton ◽  
Heidi Mochari-Greenberger ◽  
Evie Andreopoulos ◽  
Reena L Pande
Keyword(s):  
Mental Health ◽  
Cohort Study ◽  
Social Anxiety ◽  
Real World ◽  
Retrospective Cohort Study ◽  
Retrospective Cohort ◽  
Mental Health Problems ◽  
Anxiety Symptoms ◽  
Generalized Anxiety ◽  
Depression And Anxiety

BACKGROUND Digital solutions, such as web-based and mobile interventions, have the potential to streamline pathways to mental health services and improve access to mental health care. Although there are a growing number of randomized trials establishing the efficacy of digital interventions for common mental health problems, less is known about the real world impact of these tools. AbleTo Digital+, a commercially available mental health application for depression and anxiety, offers a unique opportunity to understand the clinical impact of such tools delivered in real world contexts. OBJECTIVE The primary objective of this study was to examine the magnitude of change in depression and anxiety symptoms among individuals who used AbleTo Digital+ programs, as well as to evaluate Digital+ module completion and use of 1:1 coaching. METHODS In this retrospective cohort study, we analyzed previously collected and permanently de-identified data from a consecutive cohort of 1,896 adults who initiated use in one of the three Digital+ eight-module programs (Depression, Generalized Anxiety, or Social Anxiety) between January 1 and June 30, 2020. Depression, generalized anxiety, and social anxiety symptoms were assessed within each program using the Patient Health Questionnaire-9 (PHQ-9), the Generalized Anxiety Disorder-7 (GAD-7), and the Social Phobia Inventory (SPIN) respectively. Linear mixed effects models were built to assess the association between module completion and symptom change among users who completed at least four modules and had at least mild baseline symptom elevations, controlling for age, gender, and baseline symptom severity. Digital+ use, including module completion, 1:1 coaching calls, and in-app coach messaging were also evaluated. RESULTS Large effects were observed among Depression (d=1.5), Generalized Anxiety (d=1.2), and Social Anxiety (d=1.0) program participants who completed at least four modules and had mild baseline elevations (n=470). Associations between module completion and change in depression (????=-1.2; P<.001), generalized anxiety (????=-1.1; P<.001), and social anxiety (????=-2.4; P<.0001) symptom scores retained significance with covariate adjustment. Participants completed an average of 2.6 (SD=2.7) modules. The average total length of app use was 7.5 weeks (SD=11.9). Approximately two-thirds of users engaged in 1:1 coaching calls (66.8%) or in-app text messaging (66.10%). Participants who completed at least four modules participated in significantly more coaching calls per module (M=1.1; SD=0.7)than users who completed fewer than four modules (M=1.0; SD=1.2; t=-2.1, P=.03). CONCLUSIONS This study demonstrated that AbleTo Digital+ users experienced significant reductions in depression, generalized anxiety, and social anxiety symptoms over the course of the program.

scholarly journals COVID-19 pandemic related long-term chronic stress on the prevalence of depression and anxiety in the general population

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Tian Qi ◽  
Ting Hu ◽  
Qi-Qi Ge ◽  
Xiao-Na Zhou ◽  
Jia-Mei Li ◽  
...  
Keyword(s):  
Mental Health ◽  
General Population ◽  
Chronic Stress ◽  
Protective Factor ◽  
Mental Health Problems ◽  
Anxiety Symptoms ◽  
Binary Logistic Regression Analysis ◽  
Depression And Anxiety ◽  
Factors Associated

Abstract Background The COVID-19 pandemic has lasted for more than 1 year, causing far-reaching and unprecedented changes in almost all aspects of society. This study aimed to evaluate the long-term consequences of the COVID-19 pandemic on depression and anxiety, and explore the factors associated with it. Methods A cross-sectional study using an online survey was conducted to assess mental health problems from February 2 to February 9, 2021 by using patient health questionnaire-9 (PHQ-9) and generalized anxiety disorder-7 (GAD-7). The insomnia severity index (ISI), demographic data and COVID-19 related variables were measured by a self-designed questionnaire. The factors associated with depressive and anxiety symptoms were identified by Pearson chi-square test and binary logistic regression analysis. Results In the study that 1171 participants enrolled, the overall prevalence of depressive and anxiety symptoms among general people was 22.6 and 21.4% respectively in the present study. Living alone was a potential risk factor for depressive symptoms, while regular exercises was a potential protective factor. The prevalence of depressive and anxiety symptoms was significantly associated with the severity of insomnia symptoms and the negative feelings about pandemic. Conclusion COVID-19 pandemic- related chronic stress has brought about profound impacts on long-term mental health in the general population. The level of insomnia and a negative attitude towards the pandemic are significantly correlated with unfavorable mental health. However, we failed to found a significant association of age and gender with the mental health symptoms, although they were recognized as well-established risk factors during the outbreak by some other studies. This discrepancy may be because the acute and chronic effects of the pandemic are influenced by different factors, which reminds that more attention should be paid to the intrinsic psychological factors and physical reactions towards COVID-19.

scholarly journals LDL-cholesterol change and goal attainment following statin intensity titration among Asians in primary care: a retrospective cohort study

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Hao Sen Andrew Fang ◽  
Qiao Gao ◽  
Mong Li Lee ◽  
Wynne Hsu ◽  
Ngiap Chuan Tan
Keyword(s):  
Primary Care ◽  
Clinical Trials ◽  
Cohort Study ◽  
Real World ◽  
Retrospective Cohort Study ◽  
Retrospective Cohort ◽  
Goal Attainment ◽  
Real World Data ◽  
World Data ◽  
Asian Patients

Abstract Background Clinical trials have demonstrated that either initiating or up-titrating a statin dose substantially reduce Low-Density Lipoprotein-Cholesterol (LDL-C) levels. However, statin adherence in actual practice tends to be suboptimal, leading to diminished effectiveness. This study aims to use real-world data to determine the effect on LDL-C levels and LDL-C goal attainment rates, when selected statins are titrated in Asian patients. Methods A retrospective cohort study over a 5-year period, from April 2014 to March 2019 was conducted on a cohort of multi-ethnic adult Asian patients with clinical diagnosis of Dyslipidaemia in a primary care clinic in Singapore. The statins were classified into low-intensity (LI), moderate-intensity (MI) and high-intensity (HI) groups according to the 2018 American College of Cardiology and American Heart Association (ACC/AHA) Blood Cholesterol Guidelines. Patients were grouped into “No statin”, “Non-titrators” and “Titrators” cohorts based on prescribing patterns. For the “Titrators” cohort, the mean percentage change in LDL-C and absolute change in LDL-C goal attainment rates were computed for each permutation of statin intensity titration. Results Among the cohort of 11,499 patients, with a total of 266,762 visits, there were 1962 pairs of LDL-C values associated with a statin titration. Initiation of LI, MI and HI statin resulted in a lowering of LDL-C by 21.6% (95%CI = 18.9–24.3%), 28.9% (95%CI = 25.0–32.7%) and 25.2% (95%CI = 12.8–37.7%) respectively. These were comparatively lower than results from clinical trials (30 to 63%). The change of LDL-C levels due to up-titration, down-titration, and discontinuation were − 12.4% to − 28.9%, + 13.2% to + 24.6%, and + 18.1% to + 32.1% respectively. The improvement in LDL-C goal attainment ranged from 26.5% to 47.1% when statin intensity was up-titrated. Conclusion In this study based on real-world data of Asian patients in primary care, it was shown that although statin titration substantially affected LDL-C levels and LDL-C goal attainment rates, the magnitude was lower than results reported from clinical trials. These results should be taken into consideration and provide further insight to clinicians when making statin adjustment recommendations in order to achieve LDL-C targets in clinical practice, particularly for Asian populations.

Association between acute psychiatric bed availability in the Veterans Health Administration and veteran suicide risk: a retrospective cohort study

2021 ◽  
pp. bmjqs-2020-012975
Author(s):  
Peter J Kaboli ◽  
Matthew R Augustine ◽  
Bjarni Haraldsson ◽  
Nicholas M Mohr ◽  
M Bryant Howren ◽  
...  
Keyword(s):  
Mental Health ◽  
Cohort Study ◽  
Retrospective Cohort Study ◽  
Retrospective Cohort ◽  
Suicide Risk ◽  
Veterans Health Administration ◽  
Veterans Health ◽  
Health Administration ◽  
Bed Occupancy ◽  
Increased Risk

BackgroundVeteran suicides have increased despite mental health investments by the Veterans Health Administration (VHA).ObjectiveTo examine relationships between suicide and acute inpatient psychiatric bed occupancy and other community, hospital and patient factors.MethodsRetrospective cohort study using administrative and publicly available data for contextual community factors. The study sample included all veterans enrolled in VHA primary care in 2011–2016 associated with 111 VHA hospitals with acute inpatient psychiatric units. Acute psychiatric bed occupancy, as a measure of access to care, was the main exposure of interest and was categorised by quarter as per cent occupied using thresholds of ≤85%, 85.1%–90%, 90.1%–95% and >95%. Hospital-level analyses were conducted using generalised linear mixed models with random intercepts for hospital, modelling number of suicides by quarter with a negative binomial distribution.ResultsFrom 2011 to 2016, the national incidence of suicide among enrolled veterans increased from 39.7 to 41.6 per 100 000 person-years. VHA psychiatric bed occupancy decreased from a mean of 68.2% (IQR 56.5%–82.2%) to 65.4% (IQR 53.9%–79.9%). VHA hospitals with the highest occupancy (>95%) in a quarter compared with ≤85% had an adjusted incident rate ratio (IRR) for suicide of 1.10 (95% CI 1.01 to 1.19); no increased risk was observed for 85.1%–90% (IRR 0.96; 95% CI 0.89 to 1.03) or 90.1%–95% (IRR 0.96; 95% CI 0.89 to 1.04) compared with ≤85% occupancy. Of hospital and community variables, suicide risk was not associated with number of VHA or non-VHA psychiatric beds or amount spent on community mental health. Suicide risk increased by age categories, seasons, geographic regions and over time.ConclusionsHigh VHA hospital occupancy (>95%) was associated with a 10% increased suicide risk for veterans whereas absolute number of beds was not, suggesting occupancy is an important access measure. Future work should clarify optimal bed occupancy to meet acute psychiatric needs and ensure adequate bed distribution.

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