ArticleJAMA health forum2023
Mental Health Service Utilization Rates Among Commercially Insured Adults in the US During the First Year of the COVID-19 Pandemic.
Article in JAMA health forum, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
31 citing papers in PubMed.
- Telehealth-Based vs In-Person Aerobic Exercise in Individuals With Schizophrenia: Comparative Analysis of Feasibility, Safety, and Efficacy.JMIR mental health · 2025Trial
- Impact of the COVID-19 Pandemic on Peer Support Services in the Veterans Health Administration: Lessons for Healthcare Organizations.Administration and policy in mental health · 2026Article
- Health service utilization by people with psychosis during Peru's mental health reform and the COVID-19 pandemic: a population-based study.Lancet regional health. Americas · 2026Article
- Perceived Mental Health and Socioeconomic Impacts of Testing Positive for COVID-19: Qualitative Findings From a Regional Sample in New Mexico.Journal of counseling and development : JCD · 2026Article
- Insurance-Related Disparities in Mental Health Status and Care Among Low-Income U.S. Adults, 2019-2023.Community mental health journal · 2026Article
- Rural-Urban and Racial-Ethnic Differences in Tele-Behavioral Health Access for Medicaid Beneficiaries.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- Telehealth vs In-Person Outpatient Mental Health Service Use and Spending Among Medicare Beneficiaries From 2019 to 2023.JAMA network open · 2026Article
- Mental Health Leadership Perspectives on the Value of a National Virtual Contingency Staffing Program in the Veterans Health Administration.Administration and policy in mental health · 2026Article
- Trends in Medication Use Among Young Adults and the Covid-19 Pandemic Effect.Pharmacoepidemiology and drug safety · 2025Article
- Examination of Patient and Provider Satisfaction, Benefits, and Challenges with Psychiatric Outpatient and Hospital-Based Telehealth Treatment during the COVID-19 Pandemic.The Psychiatric quarterly · 2025Article
- Factors Associated with Leaving Ambulatory Psychiatric Treatment in a Large, Academic Health System During the COVID-19 Pandemic.The Psychiatric quarterly · 2025Article
- Performance of Open-Source Large Language Models in Psychiatry: Usability Study Through Comparative Analysis of Non-English Records and English Translations.Journal of medical Internet research · 2025Article
- Racial/Ethnic Trends in Virtual Mental Health Care Utilization Among Undergraduate Students: A Descriptive Study.Journal of racial and ethnic health disparities · 2025Article
- Observational
- Changes in quality of life and mental health outcomes related to vaping cessation among US adults.Tobacco control · 2025Article
- Trends in mental health care and telehealth use across area deprivation: An analysis of electronic health records from 2016 to 2024.PNAS nexus · 2025Article
- Gaps in psychiatric care before and after the COVID-19 pandemic among patients with depression using electronic health records.Psychiatry research · 2025Article
- Evaluating for Evidence of Sociodemographic Bias in Conversational AI for Mental Health Support.Cyberpsychology, behavior and social networking · 2025Article
- Change in mental health service utilization from pre- to post-COVID-19 period in the United States.Heliyon · 2024Article
- Projections of anxiety disorder prevalence during and beyond the COVID-19 pandemic in Germany using the illness-death model.BJPsych open · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Importance: The COVID-19 pandemic has been associated with an elevated prevalence of mental health conditions and disrupted mental health care throughout the US. Objective: To examine mental health service use among US adults from January through December 2020. Design, Setting, and Participants: This cohort study used county-level service utilization data from a national US database of commercial medical claims from adults (age >18 years) from January 5 to December 21, 2020. All analyses were conducted in April and May 2021. Main Outcomes and Measures: Per-week use of mental health services per 10 000 beneficiaries was calculated for 5 psychiatric diagnostic categories: major depressive disorder (MDD), anxiety disorders, bipolar disorder, adjustment disorders, and posttraumatic stress disorder (PTSD). Changes in service utilization rates following the declaration of a national public health emergency on March 13, 2020, were examined overall and by service modality (in-person vs telehealth), diagnostic category, patient sex, and age group. Results: The study included 5 142 577 commercially insured adults. The COVID-19 pandemic was associated with more than a 50% decline in in-person mental health care service utilization rates. At baseline, there was a mean (SD) of 11.66 (118.00) weekly beneficiaries receiving services for MDD per 10 000 enrollees; this declined by 6.44 weekly beneficiaries per 10 000 enrollees (β, -6.44; 95% CI, -8.33 to -4.54). For other disorders, these rates were as follows: anxiety disorders (mean [SD] baseline, 12.24 [129.40] beneficiaries per 10 000 enrollees; β, -5.28; 95% CI, -7.50 to -3.05), bipolar disorder (mean [SD] baseline, 3.32 [60.39] beneficiaries per 10 000 enrollees; β, -1.81; 95% CI, -2.75 to -0.87), adjustment disorders (mean [SD] baseline, 12.14 [129.94] beneficiaries per 10 000 enrollees; β, -6.78; 95% CI, -8.51 to -5.04), and PTSD (mean [SD] baseline, 4.93 [114.23] beneficiaries per 10 000 enrollees; β, -2.00; 95% CI, -3.98 to -0.02). Over the same period, there was a 16- to 20-fold increase in telehealth service utilization; the rate of increase was lowest for bipolar disorder (mean [SD] baseline, 0.13 [16.72] beneficiaries per 10 000 enrollees; β, 1.40; 95% CI, 1.04-1.76) and highest for anxiety disorders (mean [SD] baseline, 0.20 [9.28] beneficiaries per 10 000 enrollees; β, 9.12; 95% CI, 7.32-10.92). When combining in-person and telehealth service utilization rates, an overall increase in care for MDD, anxiety, and adjustment disorders was observed over the period. Conclusions and Relevance: In this cohort study of US adults, we found that the COVID-19 pandemic was associated with a rapid increase in telehealth services for mental health conditions, offsetting a sharp decline in in-person care and generating overall higher service utilization rates for several mental health conditions compared with prepandemic levels.
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