scholarly journals Comparing Approaches to Mobile Depression Assessment for Measurement-Based Care: Prospective Study (Preprint)

2018 ◽  
Author(s):  
Amy M Bauer ◽  
Scott A Baldwin ◽  
Joaquin A Anguera ◽  
Patricia A Areán ◽  
David C Atkins
Keyword(s):  
Depressive Symptoms ◽  
Assessment Methods ◽  
Self Report ◽  
Patient Health Questionnaire ◽  
Care Practice ◽  
Unique Contribution ◽  
Health Questionnaire ◽  
Measurement Based Care ◽  
Patient Health ◽  
Depression Assessment

BACKGROUND To inform measurement-based care, practice guidelines suggest routine symptom monitoring, often on a weekly or monthly basis. Increasingly, patient-provider contacts occur remotely (eg, by telephone and Web-based portals), and mobile health tools can now monitor depressed mood daily or more frequently. However, the reliability and utility of daily ratings are unclear. OBJECTIVE This study aimed to examine the association between a daily depressive symptom measure and the Patient Health Questionnaire-9 (PHQ-9), the most widely adopted depression self-report measure, and compare how well these 2 assessment methods predict patient outcomes. METHODS A total of 547 individuals completed smartphone-based measures, including the Patient Health Questionnaire-2 (PHQ-2) modified for daily administration, the PHQ-9, and the Sheehan Disability Scale. Multilevel factor analyses evaluated the reliability of latent depression based on the PHQ-2 (for repeated measures) between weeks 2 and 4 and its correlation with the PHQ-9 at week 4. Regression models predicted week 8 depressive symptoms and disability ratings with daily PHQ-2 and PHQ-9. RESULTS The daily PHQ-2 and PHQ-9 are highly reliable (range: 0.80-0.88) and highly correlated (r=.80). Findings were robust across demographic groups (age, gender, and ethnic minority status). Daily PHQ-2 and PHQ-9 were comparable in predicting week 8 disability and were independent predictors of week 8 depressive symptoms and disability, though the unique contribution of the PHQ-2 was small in magnitude. CONCLUSIONS Daily completion of the PHQ-2 is a reasonable proxy for the PHQ-9 and is comparable to the PHQ-9 in predicting future outcomes. Mobile assessment methods offer researchers and clinicians reliable and valid new methods for depression assessment that may be leveraged for measurement-based depression care.

scholarly journals The collaborative care model for HIV and depression: Patient perspectives and experiences from a safety-net clinic in the United States

2019 ◽  
Vol 7 ◽  
pp. 205031211984224 ◽  
Author(s):  
Shannon M Fuller ◽  
Kimberly A Koester ◽  
Xavier A Erguera ◽  
Emma Wilde Botta ◽  
Fredrik von Beetzen ◽  
...  
Keyword(s):  
Depressive Symptoms ◽  
Collaborative Care ◽  
Safety Net ◽  
The United States ◽  
Patient Health Questionnaire ◽  
Health Questionnaire ◽  
Care Model ◽  
Collaborative Care Model ◽  
Measurement Based Care ◽  
Patient Health

Objectives: Collaborative care models may improve outcomes for both HIV and depression. The model includes routine screening and re-assessment of depressive symptoms as well as care coordination services delivered by an ancillary provider focused on mental health. We sought to explore patient experiences and attitudes about the services received through the collaborative care model, including measurement-based care using the Patient Health Questionnaire-9. Methods: We conducted 17 qualitative interviews with patients in a collaborative care model implemented at an HIV primary care clinic in a safety-net hospital in the United States. Interviews were analyzed using Framework Analysis. Results: Our findings illustrate the ways in which the collaborative care model for depression may be meaningful to patients in HIV care settings. Participants appreciated the support offered through the collaborative care model. Most participants perceived measurement-based care as useful to their providers, and an additional subset used the Patient Health Questionnaire-9 for their own self-management and awareness of depression. Over time, the collaborative care model appeared to motivate some patients to address depressive symptoms. Conclusion: The collaborative care model may be particularly helpful to patients in the way that it reinforces how depressive symptoms can be measured and managed. Furthermore, routine screening and re-measurement for depressive symptoms using the Patient Health Questionnaire-9 hold promise as an additional self-management tool to complement other clinical and supportive services.

scholarly journals Validation and calibration of the patient health questionnaire (PHQ-9) in Argentina

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
María Urtasun ◽  
Federico Manuel Daray ◽  
Germán Leandro Teti ◽  
Fernando Coppolillo ◽  
Gabriela Herlax ◽  
...  
Keyword(s):  
Depressive Symptoms ◽  
Convergent Validity ◽  
Patient Health Questionnaire ◽  
Receiver Operating Curve ◽  
Local Version ◽  
Health Questionnaire ◽  
Good Ability ◽  
Patient Health ◽  
Severity Of Depression ◽  
Degrees Of Severity

Abstract Background The Patient Health Questionnaire-9 (PHQ-9) is a brief tool to assess the presence and severity of depressive symptoms. This study aimed to validate and calibrate the PHQ-9 to determine appropriate cut-off points for different degrees of severity of depression in Argentina. Methods We conducted a cross-sectional study on an intentional sample of adult ambulatory care patients with different degrees of severity of depression. All patients who completed the PHQ-9 were further interviewed by a trained clinician with the Mini International Neuropsychiatric Interview (MINI) and the Beck Depression Inventory-II (BDI-II). Reliability and validity tests, including receiver operating curve analysis, were performed. Results One hundred sixty-nine patients were recruited with a mean age of 47.4 years (SD = 14.8), of whom 102 were females (60.4%). The local PHQ-9 had high internal consistency (Cronbach’s alpha = 0.87) and satisfactory convergent validity with the BDI-II scale [Pearson’s correlation = 0.88 (p < 0.01)]. For the diagnosis of Major Depressive Episode (MDE) according to the MINI, a PHQ-9 ≥ 8 was the optimal cut-off point found (sensitivity 88.2%, specificity 86.6%, PPV 90.91%). The local version of PHQ-9 showed good ability to discriminate among depression severity categories according to the BDI-II scale. The best cut off points were 6–8 for mild cases, 9–14 for moderate and 15 or more for severe depressive symptoms respectively. Conclusions The Argentine version of the PHQ-9 questionnaire has shown acceptable validity and reliability for both screening and severity assessment of depressive symptoms.

scholarly journals The reliability and validity of the Patient Health Questionnaire-9 (PHQ-9) and PHQ-2 in patients with infertility

2019 ◽  
Vol 16 (1) ◽  
Author(s):  
Saman Maroufizadeh ◽  
Reza Omani-Samani ◽  
Amir Almasi-Hashiani ◽  
Payam Amini ◽  
Mahdi Sepidarkish
Keyword(s):  
Depressive Symptoms ◽  
Internal Consistency ◽  
Convergent Validity ◽  
Univariate Analysis ◽  
Reliability And Validity ◽  
Well Being ◽  
Patient Health Questionnaire ◽  
Depression Symptoms ◽  
Health Questionnaire ◽  
Patient Health

Abstract Background Depression in patients with infertility often goes undiagnosed and untreated. The Patient Health Questionnaire-9 (PHQ-9) and its ultra-brief version (i.e. PHQ-2) are widely used measures of depressive symptoms. These scales have not been validated in patients with infertility. The aim of the present study was to examine the reliability and validity of the PHQ-9 and PHQ-2 in patients with infertility. Methods In this cross-sectional study, a total of 539 patients with infertility from a referral infertility clinic in Tehran, Iran completed the PHQ-9, along with other relevant scales: the WHO-five Well-being Index (WHO-5), the Hospital Anxiety and Depression Scale (HADS), and the Generalized Anxiety Disorder-7 (GAD-7). Factor structure and internal consistency of PHQ-9 were examined via confirmatory factor analysis (CFA) and Cronbach’s alpha, respectively. Convergent validity was evaluated by relationship with WHO-5, HADS and GAD-7. Results The mean total PHQ-9 and PHQ-2 scores were 8.47 ± 6.17 and 2.42 ± 1.86, respectively, and using a cut-off value of 10 (for PHQ-9) and 3 (for PHQ-2), the prevalence of depressive symptoms was 38.6 and 43.6%, respectively. The Cronbach’s alphas for PHQ-9 and PHQ-2 were, respectively, 0.851 and 0.767, indicating good internal consistency. The CFA results confirmed the one-factor model of the PHQ-9 (χ2/df = 4.29; CFI = 0.98; RMSEA = 0.078 and SRMR = 0.044). Both PHQ-9 and PHQ-2 showed moderate to strong correlation with the measures of WHO-5, HADS-depression, HADS-anxiety, and the GAD-7, confirming convergent validity. In univariate analysis, female sex, long infertility duration, and unsuccessful treatment were significantly associated with depression symptoms. Conclusion Both PHQ-9 and PHQ-2 are brief and easy to use measures of depressive symptoms with good psychometric properties that appear suitable for routine use in patients with infertility.

scholarly journals Online Mental Health Assessments of COVID-19 Patients in South Korea

2021 ◽  
Vol 12 ◽  
Author(s):  
Jung Hyun Lee ◽  
Dayoung Lee ◽  
Soyoen Hyun ◽  
Ji Sun Hong ◽  
Chang-Hoon Kim ◽  
...  
Keyword(s):  
Mental Health ◽  
High Risk ◽  
Mental Health Problems ◽  
Health Problems ◽  
Self Report ◽  
Patient Health Questionnaire ◽  
Health Questionnaire ◽  
Post Traumatic Stress ◽  
Patient Health ◽  
Post Traumatic

Experiences of infectious diseases cause stressful and traumatic life events, hence, coronavirus disease 2019 (COVID-19) patients could suffer from various mental health problems requiring psychological support services. This study investigates the severity of mental health problems among confirmed COVID-19 patients. From March to November 2020, we collected the data from 118 COVID-19 patients who voluntarily participated in the National Center for Disaster Trauma's online mental health assessment consisting of self-report scales like Primary Care of Posttraumatic Stress Disorder screen (PC-PTSD), Generalized Anxiety Disorder-7 (GAD-7), Patient Health Questionnaire-9 (PHQ-9), Patient Health Questionnaire-15 (PHQ-15), and P4 Suicidality Screener. For control, 116 other disaster-experienced and 386 non-COVID-19-experienced participants were recruited. The COVID-19 patients showed more severe symptoms including post-traumatic symptoms, depression, anxiety, and somatic symptoms than control groups across all four screening scales (p &lt; 0.001). Regarding high-risk, COVID-19 patients had an increased association with high-risk compared to the comparison groups (PC-PTSD: OR = 24.16, 95% CI = 13.52–43.16 p &lt; 0.001; PHQ-9: OR = 14.45, 95% CI = 8.29–25.19, p &lt; 0.001; GAD-7: OR=20.71, 95% CI = 10.74–39.96, p &lt; 0.001; PHQ-15: OR = 5.65, 95% CI = 3.44–9.25, p &lt; 0.001; P4: OR = 14.67, 95% CI = 8.95–25.07, p &lt; 0.001). This study's results imply that there is a high-risk of overall mental health problems, especially stronger associations of post-traumatic stress symptoms, in COVID-19 patients. These findings help inform practitioners about the psychological responses to COVID-19 experiences and to prepare appropriate interventions and services for the incremental number of confirmed cases.

scholarly journals Direct Participation in and Indirect Exposure to the Occupy Central Movement and Depressive Symptoms: A Longitudinal Study of Hong Kong Adults

2016 ◽  
Vol 184 (9) ◽  
pp. 636-643 ◽  
Author(s):  
Michael Y. Ni ◽  
Tom K. Li ◽  
Herbert Pang ◽  
Brandford H. Y. Chan ◽  
Betty Y. Yuan ◽  
...  
Keyword(s):  
Hong Kong ◽  
Depressive Symptoms ◽  
Major Depression ◽  
Patient Health Questionnaire ◽  
Health Questionnaire ◽  
Personal Involvement ◽  
Patient Health ◽  
Population Mental Health ◽  
History Of ◽  
Occupy Central

Abstract Despite the extensive history of social movements around the world, the evolution of population mental health before, during, and after a social movement remains sparsely documented. We sought to assess over time the prevalence of depressive symptoms during and after the Occupy Central movement in Hong Kong and to examine the associations of direct and indirect exposures to Occupy Central with depressive symptoms. We longitudinally administered interviews to 909 adults who were randomly sampled from the population-representative FAMILY Cohort at 6 time points from March 2009 to March 2015: twice each before, during, and after the Occupy Central protests. The Patient Health Questionnaire-9 was used to assess depressive symptoms and probable major depression (defined as Patient Health Questionnaire-9 score ≥10). The absolute prevalence of probable major depression increased by 7% after Occupy Central, regardless of personal involvement in the protests. Higher levels of depressive symptoms were associated with online and social media exposure to protest-related news (incidence rate ratio (IRR) = 1.28, 95% confidence interval (CI): 1.06, 1.55) and more frequent Facebook use (IRR = 1.38, 95% CI: 1.12, 1.71). Higher levels of intrafamilial sociopolitical conflict was associated with more depressive symptoms (IRR = 1.05, 95% CI: 1.01, 1.09). The Occupy Central protests resulted in substantial and sustained psychological distress in the community.

scholarly journals The Psychometric Properties of the Patient Health Questionnaire-4 for Pregnant Women

2020 ◽  
Vol 17 (20) ◽  
pp. 7583
Author(s):  
María de la Fe Rodríguez-Muñoz ◽  
Natalia Ruiz-Segovia ◽  
Cristina Soto-Balbuena ◽  
Huynh-Nhu Le ◽  
María Eugenia Olivares-Crespo ◽  
...  
Keyword(s):  
Pregnant Women ◽  
Antenatal Depression ◽  
Public Hospitals ◽  
Self Report ◽  
Patient Health Questionnaire ◽  
Anxiety And Depression ◽  
Depression And Anxiety ◽  
Health Questionnaire ◽  
Negative Consequences ◽  
Patient Health

Background: Perinatal anxiety and depression are common complications during pregnancy. The purpose of this study was to examine the item characteristics, reliability, validity, and factorial structure of the four-item Patient Health Questionnaire-4 (PHQ-4) and to determine the associations between scale scores and sociodemographic factors in a sample of pregnant women from Spain. Method: A total of 845 pregnant women were recruited from two public hospitals in Spain between 2014 and 2016. Participants completed a self-report questionnaire that included Patient Health Questionnaire-4, including the two-item Patient Health Questionnaire and the two-item Generalized Anxiety Disorder Screener. Results: Exploratory and confirmatory factor analysis and scale inter-correlations between the PHQ-4 and PHQ-9 revealed that the PHQ-4 has a bivariate structure and adequately assesses the dimensions of antenatal anxiety and depression. Conclusion: The PHQ-4 is a reliable and valid instrument to screen for depression and anxiety during pregnancy. The PHQ-4 is an ultra-brief measure that can be used to screen for antenatal depression and anxiety to prevent the negative consequences associated with these mental health conditions among mothers and infants.

scholarly journals 118 Use of Patient Health Questionnaire to Predict Relapses in Patients with Treatment-resistant Depression Treated With Esketamine + Oral Antidepressant

CNS Spectrums ◽  
2020 ◽  
Vol 25 (2) ◽  
pp. 276-277
Author(s):  
Carol Jamieson ◽  
Nan Li ◽  
Ella Daly ◽  
Adam Janik ◽  
Rosanne Lane ◽  
...  
Keyword(s):  
Depressive Symptoms ◽  
Patient Health Questionnaire ◽  
Controlled Study ◽  
Health Questionnaire ◽  
Treatment Resistant Depression ◽  
Treatment Resistant ◽  
Relapse Risk ◽  
Total Score Range ◽  
Patient Health ◽  
Resistant Depression

Abstract:Objective:To assess the Patient Health Questionnaire (PHQ-9) as a predictor of relapse of depressive symptoms in treatment-resistant depression (TRD).Method:Analysis included maintenance phase data from SUSTAIN-1 (NCT02493868), a randomized, double-blind, active-controlled study in TRD patients that evaluated efficacy of intranasal esketamine (ESK) + oral antidepressant (AD) vs AD + intranasal placebo in delaying relapse of depressive symptoms. A ≥50% reduction in initial symptom score and total score of ≤12 were considered as response and remission, respectively, using the Montgomery-Asberg Depression Rating Scale. PHQ-9 total score (range, 0–27), PHQ-2 total score (0–6), and individual items of the PHQ-9 (0–3) were examined as predictors of relapse. Data were collected every 2 weeks. Association between time-varying PHQ-9 and event of depression relapse was evaluated in Andersen-Gill Cox model.Results:Of 176 stable remitters, 63 had a relapse event (ESK+AD [n=24]; AD+placebo [n=39]). Of 121 stable responders, 50 had a relapse event (ESK+AD [n=16]; AD+placebo [n=34]). Among stable remitters, PHQ-9 total score (HR; 95% CI [1.12; 1.04–1.21]) and PHQ-2 total score (1.58; 1.25–1.99) were associated with relapse risk. PHQ-9 items #1 (loss of pleasure, 2.07; 1.38–3.09), #2 (feeling down, 2.18; 1.51–3.15), #4 (feeling tired, 1.54; 1.13–2.11), and #6 (negative self-view, 2.27; 1.41–3.66) were associated with relapse risk. PHQ-2 total scale yielded the smallest Akaike’s Information Criterion among stable remitters and responders.Conclusion:PHQ-9, PHQ-2 total scores or individual items may be useful for predicting relapse of depressive symptoms among stable TRD patients.Funding Acknowledgements:This study was sponsored by Janssen Research and Development, LLC.

Sign in / Sign up

Export Citation Format

Share Document