ABSTRACT
Suicide is one of the leading causes of death worldwide (WHO, 2021). Depression is a common precursor to suicide and suicidality; however, individuals' experience of depression and the meaning of suicide differs depending on one's cultural background (Colucci, 2013; Goodmann et al., 2021; Kleinman, 2004). The current study explores the relationship between suicide and depression among six broad cultural groups in a large sample (N = 17,015) of adults representing six broad cultural groups (Latin America, South Asia, former Soviet Bloc, Western English-speakers, Chinese, and Arab World). Participants were recruited to a multilingual depression and suicide screening study via Google Ads (Leykin et al., 2012; Gross et al., 2014). As expected, the presence of depression was associated with suicide attempts. However, cultural group moderated this association, with Chinese participants being most likely to report suicide attempts while screening negative for depression. Although depression remains an important predictor of suicidality, it appears that certain cultural groups may be at higher risk even when depression is not present. Clinicians should consider using culturally adapted assessments for depression and suicidality.
Subject(s)
Depression , Suicide, Attempted , Humans , Male , Female , Suicide, Attempted/ethnology , Suicide, Attempted/statistics & numerical data , Suicide, Attempted/psychology , Adult , Depression/psychology , Depression/ethnology , Middle Aged , Young Adult , Cross-Cultural Comparison , Suicidal Ideation , Adolescent , Latin America/ethnologyABSTRACT
Decisions of individuals with depression are often risk-averse. Risk-aversion may also extend to decisions regarding treatment, which may cause individuals to forgo or delay treatment. It is also well established that depression is associated with lower satisfaction with life. However, whether life satisfaction is associated with risk aversion for individuals with depression is not yet known. Three groups of participants (Depressed: n = 61; Chronic pain: n = 61; Comorbid depression and pain: n = 58) completed a clinical interview and several self-report questionnaires, including the Satisfaction with Life Scale (SWLS). Participants also completed two utility elicitation tasks: time trade-off (TTO), which measures utilities of health states without implied risks, and standard gamble (SG), which measures utilities of health states in the presence of risk (presented in this study as a hypothetical clinical trial described as having both potential harms and benefits). Risk aversion is defined as the difference in the utility ratings generated via SG and via TTO. For both TTO and SG, individuals evaluated their own depression or pain. When perfect health was used as a hypothetical benefit in TTO and SG tasks, satisfaction with life was not associated with risk preferences, for either depressed participants or participants with chronic pain (all ps ns). However, for participants with depression, when the hypothetical benefit was a more ecologically valid 'mild' depression in TTO and SG tasks, lower satisfaction with life was associated with greater risk aversion (p < .005; p < .03). For depressed individuals, therefore, lower satisfaction with life may be associated with risk aversion regarding treatments when benefits are seen as minor, which may result in treatment avoidance and, consequently, further worsening of both symptoms and life satisfaction.
Subject(s)
Chronic Pain , Depressive Disorder , Humans , Affect , Chronic Pain/epidemiology , Health Status , Personal Satisfaction , Quality of Life , Surveys and Questionnaires , Clinical Trials as TopicABSTRACT
BACKGROUND: Lung cancer screening (LCS) is recommended for individuals at high risk due to age and smoking history after a shared decision-making conversation. However, little is known about best strategies for incorporating shared decision-making, especially in a busy primary care setting. OBJECTIVE: To develop a novel tool, Lung Cancer Assessment of Risk and Education (LungCARE) to guide LCS decisions among eligible primary care patients. DESIGN: Pilot cluster randomized controlled trial of LungCARE versus usual care. PARTICIPANTS: Patients of providers in a university primary care clinic, who met criteria for LCS. INTERVENTION: Providers were randomized to LungCARE intervention or control. LungCARE participants completed a computer tablet-based video assessment of lung cancer educational needs in the waiting room prior to a primary care visit. Patient and provider both received a summary handout of patient concerns and responses. MAIN MEASURES: All eligible patients completed baseline interviews by telephone. One week after the index visit, participants completed a follow-up telephone survey that assessed patient-physician discussion of LCS, referral to and scheduling of LCS, as well as LCS knowledge and acceptability of LungCARE. Two months after index visit, we reviewed patients' electronic health records (EHRs) for evidence of a shared decision-making conversation and referral to and receipt of LCS. KEY RESULTS: A total of 66 participants completed baseline and follow-up visits (34: LungCARE; 32: usual care). Mean age was 65.9 (± 6.0). Based on EHR review, compared to usual care, LungCARE participants were more likely to have discussed LCS with their physicians (56% vs 25%; p = 0.04) and to be referred to LCS (44% vs 13%; p < 0.02). Intervention participants were also more likely to complete LCS (32% vs 13%; p < 0.01) and had higher knowledge scores (mean score 6.5 (± 1.7) vs 5.5 (± 1.4; p < 0.01). CONCLUSIONS: LungCARE increased discussion, referral, and completion of LCS and improved LCS knowledge. CLINICAL TRIAL REGISTRATION: NCT03862001.
Subject(s)
Early Detection of Cancer , Lung Neoplasms , Humans , Aged , Lung Neoplasms/diagnosis , Lung Neoplasms/therapy , Decision Making, Shared , Physician-Patient Relations , Electronic Health Records , Randomized Controlled Trials as TopicABSTRACT
BACKGROUND: Self-harm behaviors (performed with either lethal and non-lethal intentions) are common, especially among individuals suffering from mood disorders, and the reasons individuals self-harm vary both by person and by the type of behavior. Understanding these variations may help clinicians determine levels of risk more accurately. AIMS: To understand whether culture and gender are associated with the likelihood of engaging in specific self-harm behaviors and whether the intention (lethal, ambivalent, non-lethal) of these behaviors vary with culture and gender. METHODS: 2826 individuals took part in an international multilingual online depression/suicidality screening study and reported at least one instance of self-harm in the past year. Participants were grouped into six broad cultural categories (Latin America, South Asia, Russian, Western English, Chinese, Arab). RESULTS: 3-way (culture x gender x intent) interactions were observed for several self-harm behaviors (overdosing, self-burning, asphyxiating, poisoning, and jumping from heights), suggesting that individuals engage in each of these behaviors with different intentions depending on gender and culture. Cultures and genders likewise differed in the likelihood of engaging in several self-harm behaviors. CONCLUSIONS: Clinicians should consider culture and gender when assessing for suicide risk, as similar self-harming behaviors may reflect different intentions depending on an individual's culture and gender.
ABSTRACT
Suicide in the Arab World is grossly understudied. This study sought to understand suicidality among Arabic-speaking individuals visiting an online depression screener. A large sample (N = 23,201) from the Arab World was recruited online. 78.9% (n = 17,042) reported suicidality (thoughts of death or suicide, or a suicide attempt) and 12.4% reported a suicide attempt in the past 2 weeks. Binary logistic regressions indicated that women tended to report more suicidality, and that suicidality tended to decline with age (all ps < 0.001), across all levels of suicidality. Comparing countries with n ≥ 1000 (Algeria, Egypt, Jordan, Morocco, and Saudi Arabia), several 3-way (gender * age * country) and 2-way interactions indicated that some countries departed from the usual pattern of responses. For instance, in Algeria, neither gender nor age differences were observed in reported attempts. Women and younger adults in the Arab World may be at higher risk of suicidality. Differences between and within countries warrant further exploration.
Subject(s)
Arab World , Suicide , Adult , Humans , Female , Egypt , Jordan/epidemiology , Suicidal Ideation , Risk FactorsABSTRACT
Health officials recommended a number of COVID-19 infection control measures, such as social distancing and face covering. This study explores whether depression influences individuals' moral judgments regarding COVID-19 infection control behaviors and policies. In this study, participants (N = 340) were US residents, recruited via Amazon Mechanical Turk in March of 2020. Participants completed several questionnaires, such as demographics, including political affiliation, a depression screener, and a series of questions designed to capture individuals' moral judgments of infection control behaviors and policies. ANCOVA analyses indicated that, controlling for demographics, political affiliation, and the degree of news following, depression symptom level was consistently inversely related to the likelihood of judging infection control in moral terms. Depression symptom level was also inversely related to sensitivity to manipulation of moral judgments for personal behaviors, but not for policies. Individuals with higher levels of depression symptoms may be less willing to advocate for higher personal safety measures, which could lead to a higher likelihood of disease transmission. Outside of the pandemic, the lower propensity for moral judgment could translate into greater acceptance of morally questionable acts and behaviors from others.
Subject(s)
COVID-19 , Judgment , Humans , Depression/epidemiology , Morals , PolicyABSTRACT
BACKGROUND: When screening for suicidality, clinicians usually ask questions in ascending order of severity. Clinicians often discontinue questioning after negative responses to the first question or questions, presuming that these individuals are unlikely to endorse any further suicidality. In this study, the accuracy of this presumption is evaluated in a large international sample. METHODS: Participants were 21,385 individuals reporting a suicide attempt in the past two weeks. Participants were recruited, primarily via Google Ads, to a quintilingual (English, Spanish, Chinese, Arabic, and Russian) multinational depression and suicide screening study. RESULTS: Examining three initial screening questions (i.e., thoughts of death, wanting to die, and thinking about committing suicide), 14.8 % (n = 3179) of participants denied one or more question, 3.96 % (n = 847) denied two, and 1.95 % (n = 416) denied all three questions. The proportions of individuals with discrepant responses differed between linguistic-geographical groups, with Chinese and South Asian groups being more likely to be discrepant across all questions (all ps < .001). LIMITATIONS: Suicidality was assessed using an internet-based self-report measure, and linguistic-geographical groups explored in this study are very broad, which may limit generalizability. CONCLUSIONS: Results suggest that prematurely discontinuing suicide screening may fail to capture some individuals who made a recent attempt, and that in some groups, this discrepancy may be more pronounced. Clinicians should assess all individuals as thoroughly as possible regardless of initial responses, inquire about other significant risk factors, and be culturally sensitive.
Subject(s)
Suicidal Ideation , Suicide, Attempted , Humans , Self Report , Risk Factors , Mass ScreeningABSTRACT
Objective: This study examines predictors of non-initiation of care and dropout in a blended care CBT intervention, with a focus on early digital engagement and sociodemographic and clinical factors. Methods: This retrospective cohort analysis included 3566 US-based individuals who presented with clinical levels of anxiety and depression and enrolled in a blended-care CBT (BC-CBT) program. The treatment program consisted of face-to-face therapy sessions via videoconference and provider-assigned digital activities that were personalized to the client's presentation. Multinomial logistic regression and Cox proportional hazard survival analysis were used to identify predictors of an increased likelihood of non-initiation of therapy and dropout. Results: Individuals were more likely to cancel and/or no-show to their first therapy session if they were female, did not disclose their ethnicity, reported poor financial status, did not have a college degree, endorsed more presenting issues during the onboarding triage assessment, reported taking antidepressants, and had a longer wait time to their first appointment. Of those who started care, clients were significantly more likely to drop out if they did not complete the digital activities assigned by their provider early in treatment, were female, reported more severe depressive symptoms at baseline, reported taking antidepressants, and did not disclose their ethnicity. Conclusions: Various sociodemographic and clinical predictors emerged for both non-initiation of care and for dropout, suggesting that clients with these characteristics may benefit from additional attention and support (especially those with poor early digital engagement). Future research areas include targeted mitigation efforts to improve initiation rates and curb dropout.
ABSTRACT
Background: Depression and anxiety are leading causes of disability worldwide. Though effective treatments exist, depression and anxiety remain undertreated. Blended care psychotherapy, combining the scalability of online interventions with the personalization and engagement of a live therapist, is a promising approach for increasing access to evidence-based care. Objectives: To evaluate the effectiveness and individual contribution of two components - i) digital tools and ii) video-based therapist-led sessions - in a blended care CBT-based intervention under real world conditions. Methods: A retrospective cohort design was used to analyze N = 1372 US-based individuals who enrolled in blended care psychotherapy. Of these, at baseline, 761 participants had depression symptoms in the clinical range (based on PHQ-9), and 1254 had anxiety symptoms in the clinical range (based on GAD-7). Participants had access to the program as a mental health benefit offered by their employer. The CBT-based blended care psychotherapy program consisted of regular video sessions with therapists, complemented by digital lessons and digital exercises assigned by the clinician and completed in between sessions. Depression and anxiety levels and clients' treatment engagement were tracked throughout treatment. A 3-level individual growth curve model incorporating time-varying covariates was utilized to examine symptom trajectories of PHQ-9 scores (for those with clinical range of depression at baseline) and GAD-7 scores (for those with clinical range of anxiety at baseline). Results: On average, individuals exhibited a significant decline in depression and anxiety symptoms during the initial weeks of treatment (P < .001), and a continued decline over subsequent weeks at a slower rate (P < .001). Engaging in a therapy session in a week was associated with lower GAD-7 (b = -0.81) and PHQ-9 (b = -1.01) scores in the same week, as well as lower GAD-7 (b = -0.58) and PHQ-9 (b = -0.58) scores the following week (all P < .01). Similarly, engaging with digital lessons was independently associated with lower GAD-7 (b = -0.19) and PHQ-9 (b = -0.18) scores during the same week, and lower GAD-7 (b = -0.25) and PHQ-9 (b = -0.27) the following week (all P < .01). Conclusions: Therapist-led video sessions and digital lessons had separate contributions to improvements in symptoms of depression and anxiety over the course of treatment. Future research should investigate whether clients' characteristics are related to differential effects of therapist-led and digital components of care.
ABSTRACT
The COVID-19 pandemic is a public health crisis that continues to impact individuals worldwide. While children may be less susceptible to severe medical complications, they are nonetheless vulnerable to stress and anxiety associated with the pandemic. However, current understanding of psychological functioning and potential strategies to mitigate distress amid a pandemic is naturally limited. Consequently, this article is an attempt to fill that gap. Existing literature on pandemics, health-related anxieties, intolerance of uncertainty, and psychopathological sequelae is summarized within the context of the COVID-19 outbreak. Conclusions from the empirical data and emerging theoretical models are reviewed and synthesized. Finally, several potentially engaging and effective examples of developmentally appropriate interventions targeting intolerance of uncertainty and health-related anxieties in pediatric patients during the peri- and post-pandemic periods are described.
Subject(s)
COVID-19 , Pandemics , Adolescent , Anxiety/epidemiology , Anxiety/psychology , Anxiety Disorders/epidemiology , Child , Humans , UncertaintyABSTRACT
BACKGROUND: Adherence to self-guided interventions tends to be very low, especially in people with depression. Prior studies have demonstrated that enhancements may increase adherence, but little is known about the efficacy of various enhancements in comparison to, or in combination with, one another. OBJECTIVE: The aim of our study is to test whether 3 enhancements-facilitator contact (FC), an online discussion board, and virtual badges (VB)-alone, or in combination, improve adherence to a self-guided, web-based intervention for depression. We also examined whether age, gender, race, ethnicity, comfort with technology, or baseline depression predicted adherence or moderated the effects that each enhancement had on adherence. METHODS: Participants were recruited through web-based sources and, after completing at least 4 out of 7 daily emotion reports, were sequentially assigned to 1 of 9 conditions-the intervention alone; the intervention plus 1, 2, or all 3 enhancements; or an emotion reporting control condition. The intervention was a positive psychological program consisting of 8 skills that specifically targeted positive emotions, and it was delivered over 5 weeks in a self-guided, web-based format. We operationalized adherence as the number of skills accessed. RESULTS: A total of 602 participants were enrolled in this study. Participants accessed, on average, 5.61 (SD 2.76) of 8 skills. The total number of enhancements participants received (0-3) did not predict the number of skills accessed. Participants who were assigned to the VB+FC condition accessed significantly more skills than those in the intervention only conditions. Furthermore, participants in arms that received the combination of both the VB and FC enhancements (VB+FC and VB+FC+online discussion board) accessed a greater number of skills relative to the number of skills accessed by participants who received either VB or FC without the other. Moderation analyses revealed that the receipt of VB (vs no VB) predicted higher adherence among participants with moderately severe depression at baseline. CONCLUSIONS: The results suggested that the VB+FC combination significantly increased the number of skills accessed in a self-guided, web-based intervention for elevated depression. We have provided suggestions for refinements to these enhancements, which may further improve adherence. TRIAL REGISTRATION: ClinicalTrials.gov NCT02861755; http://clinicaltrials.gov/ct2/show/NCT02861755.
Subject(s)
Internet-Based Intervention , Depression/therapy , Humans , Psychosocial InterventionABSTRACT
BACKGROUND: Smoking cessation Internet interventions have been shown to be comparable in effectiveness to the nicotine patch. The aim of this study was to develop a Spanish/English smoking cessation web app using input from low-income smokers, and to evaluate modifications to the online intervention in terms of its ability to engage smokers. METHODS: Three versions of a smoking cessation web app were developed and tested. Measures of engagement, such as completion of study registration, utilization of cigarette, mood, and craving trackers, and completion of follow-up assessments, were collected to determine whether changes in the website resulted in increased engagement. RESULTS: The third version of the website, which featured improved look-and-feel and fewer barriers to engagement, markedly increased tracker engagement from the first two versions. However, follow-up rates remained low across all three versions. CONCLUSIONS: The increase in engagement was attributed to the following modifications: A more inviting landing page with key intervention elements available immediately; an easily accessible dashboard with users' data; and tracking tools that were more user friendly. We conclude that in addition to adequate and functional elements, design principles are key factors in increasing engagement in online interventions.
ABSTRACT
There is now substantial evidence that major depressive episodes can be prevented and treated effectively with psychological interventions administered by trained lay and professional providers. There is also evidence that depression can be prevented and treated using self-help digital interventions such as websites and apps, and that their effectiveness increases if these interventions are supported by guides or coaches. In this commentary we describe digital approaches for depression developed and tested across the world by Palo Alto University's Institute for International Internet Interventions for Health. We recommend the creation of digital apothecaries to increase access to in-person interventions by 1) training more providers, and 2) developing tools providers can use to enhance the effectiveness of these interventions, and to provide access to self-help interventions that can be used directly by anyone with 3) either guides or coaches to reduce dropout, or 4) as fully automated interventions
Existen evidencias importantes que demuestran que los episodios depresivos mayores pueden prevenirse y tratarse eficazmente con intervenciones psicológicas administradas tanto por profesionales como por no profesionales debidamente capacitados. También hay evidencia de que la depresión se puede prevenir y tratar mediante intervenciones digitales de autoayuda tales como páginas web y aplicaciones y que su eficacia aumenta si estas intervenciones son apoyadas por guías o coaches. En este comentario describimos enfoques digitales para la depresión desarrollados y probados en todo el mundo por el Instituto de Intervenciones Internacionales en Salud por Internet de la Universidad de Palo Alto. Recomendamos la creación de apotecarias digitales para aumentar el acceso a las intervenciones: 1) capacitando a más proveedores de ayuda y 2) desarrollando herramientas que estos puedan utilizar para mejorar la eficacia de estas intervenciones y para proporcionar acceso a intervenciones de autoayuda que puedan ser utilizadas directamente por cualquier persona con 3) guías o coaches con el objetivo de reducir el abandono o 4) como intervenciones totalmente automatizadas
Subject(s)
Humans , Depressive Disorder, Major/prevention & control , Depressive Disorder, Major/therapy , Psychotherapy/methods , Internet , Telemedicine/methods , Self Care/methods , Mobile ApplicationsABSTRACT
OBJECTIVE: To describe demographic and clinical characteristics of Spanish- and English-speaking visitors to a "Healthy Mood" website. METHODS: An online study intended to prevent depression by teaching users mood management skills recruited participants globally using primarily Google Ads. Those who consented responded to the Patient Health Questionnaire (PHQ-9) and the MDE Screener (Muñoz, 1998) upon entry into the study. RESULTS: 1423 participants consented, 437 English speakers and 986 Spanish speakers. Of the 1271 participants with sufficient depression symptom data, 65% screened positive for a current major depressive episode, 30% were at high risk for onset of a major depressive episode, and 5% were in the low-risk category. CONCLUSION: Websites intended to be preventive appear to attract primarily individuals who are currently experiencing enough symptoms to screen positive for a major depressive episode. Only 30% of participants were appropriate for a depression prevention intervention. Therefore, such sites must be ready to encourage those with current depression to obtain professional help as well as ensure that the online self-help interventions are appropriate for participants who could benefit from both preventive and treatment interventions.
ABSTRACT
INTRODUCTION: Core symptoms of depression are likely universal, however cultural groups differ in their experience of the condition. The purpose of this study was to examine differences and similarities of depression symptom groupings between broad cultural groups. METHOD: 6,982 adults took part in an online multilingual depression screening study, and completed an 18-item major depression screener. Participants were categorized into five broad cultural groups by language and country of residence: Spanish speakers from Latin America (n = 3,411); English speakers from Southeast Asia (n = 1,265); Russian speakers from the former Soviet bloc (n = 642); English speakers from English-speaking Western countries (n = 999); and Chinese speakers from China (n = 665). Principal components analysis with promax rotation was used. RESULTS: Both similarities and noteworthy differences in symptom clustering between groups were observed. For instance, though suicide-related items formed a separate cluster for most cultures, for the Latin-American group, worthlessness loaded with suicidality. Changes in appetite and changes in weight tended to load on different factors (except for Chinese and Russian groups). Hypersomnia tended to load with psychomotor agitation, and core depression symptoms tended to load with physical symptoms (except for the Russian group). LIMITATIONS: Depression was assessed by a self-report measure aligned to DSM-IV. CONCLUSION: The analysis contributes to a nuanced understanding of depression manifestations of various cultures, which may inform culturally sensitive clinical practice.
Subject(s)
Depression , Depressive Disorder, Major , Adult , China , Depression/diagnosis , Depression/epidemiology , Factor Analysis, Statistical , Humans , RussiaABSTRACT
OBJECTIVE: To explore the prevalence of recent (previous 2 weeks) suicide attempts and estimates of likelihood of future suicide attempts as well as demographic characteristics associated with such attempts among residents of the Arab region looking for depression information online. METHODS: Google Ads were used to recruit 1,003 Arabic-speaking adults mostly from February 2014 to June 2014 to take part in a depression and suicidality screening study using a self-report questionnaire based on DSM-IV diagnostic criteria. RESULTS: Of the eligible participants (N = 900), 10.6% reported a suicide attempt in the previous 2 weeks, and 16.1% indicated a likelihood of making a suicide attempt in the following month. Men, those declining to state their sexual orientation, those from lower subjective social status (SSS), and unemployed individuals had higher odds of reporting a past suicide attempt (P = .001, P = .002, P < .001, P = .023, respectively). Younger individuals, those less religious, those with past suicide attempt, and those with lower SSS had higher odds of a likelihood of a future suicide attempt (P = .03, P = .02, P < .001, P = .001, respectively). Comparing the 4 countries with highest number of participants (Algeria, n = 148, Egypt, n = 260, Morocco, n = 118, and Saudi Arabia, n = 99), lower SSS was associated with higher odds of an attempt for Algeria, Morocco, and Saudi Arabia, but not for Egypt (P = .002). Lower religiosity was related to higher odds of estimates of future suicide for Algeria, Egypt, and Saudi Arabia, but not for Morocco (P = .014). CONCLUSIONS: Suicidality among residents of Arab-speaking countries warrants further exploration. Common predictors of risk may be less relevant for some populations.â.
Subject(s)
Depression/epidemiology , Suicide, Attempted/statistics & numerical data , Adolescent , Adult , Africa, Northern/epidemiology , Aged , Aged, 80 and over , Arabs , Depression/diagnosis , Depression/psychology , Female , Humans , Male , Middle Aged , Psychological Tests , Risk Assessment , Risk Factors , Saudi Arabia/epidemiology , Self Report , Suicidal Ideation , Suicide, Attempted/ethnology , Suicide, Attempted/psychology , Young AdultABSTRACT
Depression rates are increasing among minors. Internet is central to the lives of many minors, and many of them look online for depression information. This report describes minors who attempted to screen themselves for depression in a worldwide online study. Google Ads were used to recruit individuals to a multilingual depression screening study that was meant to target and recruit adults. Of 158,170 individuals accessing the site, 30,396 (19.22%) were minors from 190 countries. Proportions of minors varied considerably between different cultures. Given youth's interest in depression information, online services to ethically and effectively address youth depression are needed.
Subject(s)
Depression/diagnosis , Depression/epidemiology , Global Health/trends , Internet/trends , Mass Screening/trends , Adolescent , Child , Depression/psychology , Female , Humans , Male , Mass Screening/methodsABSTRACT
BACKGROUND: The past few decades saw considerable advances in research and dissemination of evidence-based psychotherapies, yet available treatment resources are not able to meet the high need for care for individuals suffering from depression or anxiety. Blended care psychotherapy, which combines the strengths of therapist-led and internet interventions, can narrow this gap and be clinically effective and efficient, but has rarely been evaluated outside of controlled research settings. OBJECTIVE: This study evaluated the effectiveness of a blended care intervention (video-based cognitive behavior therapy and internet intervention) under real-world conditions. METHODS: This is a pragmatic retrospective cohort analysis of 385 participants with clinical range depression and/or anxiety symptoms at baseline, measured using Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7), who enrolled in blended care psychotherapy treatment. Participants resided in the United States and had access to the blended care intervention as a mental health benefit offered through their employers. Levels of depression and anxiety were tracked throughout treatment. Hierarchical linear modeling was used to examine the change in symptoms over time. The effects of age, gender, and providers on participants' symptom change trajectories were also evaluated. Paired sample t-tests were also conducted, and rates of positive clinical change and clinically significant improvement were calculated. RESULTS: The average depression and anxiety symptoms at 6 weeks after the start of treatment were 5.94 and 6.57, respectively. There were significant linear effects of time on both symptoms of depression and anxiety (ß=-.49, P<.001 and ß=-.64, P<.001). The quadratic effect was also significant for both symptoms of depression and anxiety (ß=.04, P<.001 for both), suggesting a decelerated decrease in symptoms over time. Approximately 73% (n=283) of all 385 participants demonstrated reliable improvement, and 83% (n=319) recovered on either the PHQ-9 or GAD-7 measures. Large effect sizes were observed on both symptoms of depression (Cohen d=1.08) and of anxiety (d=1.33). CONCLUSIONS: Video blended care cognitive behavioral therapy interventions can be effective and efficient in treating symptoms of depression and anxiety in real-world conditions. Future research should investigate the differential and interactive contribution of the therapist-led and digital components of care to patient outcomes to optimize care.
Subject(s)
Anxiety Disorders/therapy , Cognitive Behavioral Therapy/methods , Depression/therapy , Adult , Female , Humans , Male , Retrospective Studies , Self ReportABSTRACT
Individuals with depressive symptoms frequently experience stigma, which may lower self-esteem and increase social withdrawal, further exacerbating symptoms. The association between depressive symptoms and subjective social status (SSS; perceived standing within one's community) have previously been identified. However, no work has connected the constructs of SSS and self-stigma among people with depression. Participants (N = 230) who screened positive for current major depressive episode via a self-report completed an online survey. A significant negative association between SSS and overall stigma (p = .024) was observed, which was largely explained by general self-stigma (p = .016) and stigmatizing experiences (p = .015) subscales. The results offer preliminary evidence that SSS may be associated with negative social consequences of stigmatizing health conditions.
Subject(s)
Depression/psychology , Depressive Disorder, Major/psychology , Self Concept , Stereotyping , Adult , Female , Humans , Male , Psychological Distance , Self Report , Young AdultABSTRACT
OBJECTIVE: The aim of this study was to examine whether people who screened positive for depression were more likely to have sought treatment if they had personal knowledge of other individuals with emotional or mental problems or of individuals who have sought treatment for them. METHODS: Participants who screened positive for current major depression (N=239) via an Internet-based depression screening study completed an online survey about seeking treatment for depression. RESULTS: After the authors controlled for social support, stigma, and demographic variables, analyses showed that individuals who personally knew someone with emotional or mental problems either within or outside of their family were more likely to themselves have sought treatment for depression. The same was true for those who personally knew someone-again either within or outside of their family-who had sought treatment for emotional or mental problems. CONCLUSIONS: Personal knowledge of others with emotional problems or who had sought treatment for them may play a role in decisions about one's own treatment.