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Campos-Castillo C, Tamla Rai V, Laestadius LI. The Double-Edged Sword of Online Learning for Ethnoracial Differences in Adolescent Mental Health During Late Period of the COVID-19 Pandemic in the United States: National Survey. JMIR Form Res 2024; 8:e55759. [PMID: 39102274 PMCID: PMC11333869 DOI: 10.2196/55759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/17/2024] [Accepted: 06/26/2024] [Indexed: 08/06/2024] Open
Abstract
BACKGROUND Despite several theories suggesting online learning during the COVID-19 pandemic would aggravate ethnoracial disparities in mental health among adolescents, extant findings suggest no ethnoracial differences in mental health or that those from minoritized ethnoracial groups reported better mental health than their White counterparts. OBJECTIVE This study aimed to identify why findings from prior studies appear to not support that ethnoracial disparities in mental health were aggravated by testing 2 pathways. In pathway 1 pathway, online learning was associated with reporting fewer confidants, which in turn was associated with poorer mental health. In pathway 2, online learning was associated with reporting better sleep, which in turn was associated with better mental health. METHODS We analyzed survey data from a US sample (N=540) of 13- to 17-year-olds to estimate how school modality was associated with mental health via the 2 pathways. The sample was recruited from the AmeriSpeak Teen Panel during spring of 2021, with an oversample of Black and Latino respondents. Ethnoracial categories were Black, Latino, White, and other. Mental health was measured with the 4-item Patient Health Questionnaire, which assesses self-reported frequency of experiencing symptoms consistent with anxiety and depression. School modality was recorded as either fully online or with some in-person component (fully in-person or hybrid). We recorded self-reports of the number of confidants and quality of sleep. Covariates included additional demographics and access to high-speed internet. We estimated bivariate associations between ethnoracial group membership and both school modality and mental health. To test the pathways, we estimated a path model. RESULTS Black and Latino respondents were more likely to report being in fully online learning than their White counterparts (P<.001). Respondents in fully online learning reported fewer confidants than those with any in-person learning component (β=-.403; P=.001), and reporting fewer confidants was associated with an increased likelihood of reporting symptoms consistent with anxiety (β=-.121; P=.01) and depression (β=-.197; P<.001). Fully online learning respondents also reported fewer concerns of insufficient sleep than their in-person learning counterparts (β=-.162; P=.006), and reporting fewer concerns was associated with a decreased likelihood of reporting symptoms consistent with anxiety (β=.601; P<.001) and depression (β=.588; P<.001). Because of these countervailing pathways, the total effect of membership in a minoritized ethnoracial group on mental health was nonsignificant. CONCLUSIONS The findings compel more nuanced discussions about the consequences of online learning and theorizing about the pandemic's impact on minoritized ethnoracial groups. While online learning may be a detriment to social connections, it appears to benefit sleep. Interventions should foster social connections in online learning and improve sleep, such as implementing policies to enable later start times for classes. Future research should incorporate administrative data about school modality, rather than relying on self-reports.
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Affiliation(s)
- Celeste Campos-Castillo
- Department of Media and Information, Michigan State University, East Lansing, MI, United States
| | - Vijaya Tamla Rai
- Department of Sociology and Anthropology, Montana State University, Bozeman, MT, United States
| | - Linnea I Laestadius
- Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
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Rai VT, Laestadius LI, Campos-Castillo C. School modality, race and ethnicity, and mental health of U.S. adolescents during the COVID-19 pandemic. Child Adolesc Psychiatry Ment Health 2024; 18:83. [PMID: 39003496 PMCID: PMC11246570 DOI: 10.1186/s13034-024-00773-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 06/26/2024] [Indexed: 07/15/2024] Open
Abstract
BACKGROUND While minoritized ethnoracial groups were most likely to be in online learning during the COVID-19 pandemic, the impact of these ethnoracial disparities on adolescent mental health is unclear. Since past studies do not directly examine whether the association between school modality and self-reported mental health outcomes varied by race and ethnicity among U.S. adolescents during the COVID-19 pandemic, this study addresses the gap. METHODS Adolescents aged 13 to 17 years old (n = 510) were surveyed for self-reports of anxiety and depression symptoms using the 4-item Patient Health Questionnaire during Spring 2021. Seemingly unrelated regressions were used to estimate the differential association between school modality and mental health by respondents' race and ethnicity. RESULTS Estimates without interaction between school modality and race and ethnicity suggested that Latino respondents reported a significantly higher frequency of depressive symptoms than their White counterparts (b = 0.459; p < 0.05). Similarly, the estimates without the interaction suggested respondents reporting hybrid learning had a higher frequency of depressive symptoms than in-person learning (b = 0.504; p < 0.05). Estimates with interaction between school modality and race and ethnicity suggested fully online learning was associated with poorer mental health only among White respondents and better mental health among Black respondents. Among adolescents attending school fully online, Black adolescents reported fewer mental health symptoms than their White counterparts (anxiety, b =- 1.364; p < 0.05, and depression, b =- 1.647; p < 0.05). CONCLUSIONS Fully online learning may have benefitted the mental health of Black adolescents during the COVID-19 pandemic, perhaps because it buffered racial discrimination and social anxiety in schools. Additional interventions should be explored to promote in-person school environments that better support the mental health of Black adolescents. Moreover, prioritizing equitable access to broadband internet will provide better access to online learning and ensure positive mental health, particularly for adolescents from minoritized ethnoracial groups during instances of future pandemics. Future research should continue to consider the race and ethnicity of adolescents to promote mental well-being in schools across learning modalities.
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Affiliation(s)
- Vijaya Tamla Rai
- Department of Sociology and Anthropology, Montana State University, Bozeman, MT, USA.
| | - Linnea Irina Laestadius
- Joseph J. Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
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Lyzwinski L, Mcdonald S, Zwicker J, Tough S. Digital and Hybrid Pediatric and Youth Mental Health Program Implementation Challenges During the Pandemic: Literature Review With a Knowledge Translation and Theoretical Lens Analysis. JMIR Pediatr Parent 2024; 7:e55100. [PMID: 38916946 PMCID: PMC11234057 DOI: 10.2196/55100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 03/20/2024] [Accepted: 03/26/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND The pandemic brought unprecedented challenges for child and youth mental health. There was a rise in depression, anxiety, and symptoms of suicidal ideation. OBJECTIVE The aims of this knowledge synthesis were to gain a deeper understanding of what types of mental health knowledge translation (KT) programs, mental health first aid training, and positive psychology interventions were developed and evaluated for youth mental health. METHODS We undertook a literature review of PubMed and MEDLINE for relevant studies on youth mental health including digital and hybrid programs undertaken during the pandemic (2020-2022). RESULTS A total of 60 studies were included in this review. A few KT programs were identified that engaged with a wide range of stakeholders during the pandemic, and a few were informed by KT theories. Key challenges during the implementation of mental health programs for youth included lack of access to technology and privacy concerns. Hybrid web-based and face-to-face KT and mental health care were recommended. Providers required adequate training in using telehealth and space. CONCLUSIONS There is an opportunity to reduce the barriers to implementing tele-mental health in youth by providing adequate technological access, Wi-Fi and stationary internet connectivity, and privacy protection. Staff gained new knowledge and training from the pandemic experience of using telehealth, which will serve as a useful foundation for the future. Future research should aim to maximize the benefits of hybrid models of tele-mental health and face-to-face sessions while working on minimizing the potential barriers that were identified. In addition, future programs could consider combining mental health first aid training with hybrid digital and face-to-face mental health program delivery along with mindfulness and resilience building in a unified model of care, knowledge dissemination, and implementation.
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Affiliation(s)
- Lynnette Lyzwinski
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- The School of Public Policy, University of Calgary, Calgary, AB, Canada
| | - Sheila Mcdonald
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Jennifer Zwicker
- The School of Public Policy, University of Calgary, Calgary, AB, Canada
| | - Suzanne Tough
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Chakawa A, Crawford TP, Belzer LT, Yeh HW. Disparities in accessing specialty behavioral health services during the COVID-19 pandemic and why we need pediatric integrated primary care. Front Psychiatry 2024; 15:1356979. [PMID: 38800067 PMCID: PMC11116771 DOI: 10.3389/fpsyt.2024.1356979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 04/03/2024] [Indexed: 05/29/2024] Open
Abstract
Objective Youth unmet behavioral health needs are at public health crisis status and have worsened since the onset of the coronavirus disease 2019 pandemic (Covid-19). Integrating behavioral health services into pediatric primary care has shown efficacy in addressing youth behavioral health needs. However, there is limited guidance on facilitating equitable access to care in this setting, including in triaging access to co-located services (i.e., onsite outpatient behavioral health services with only the behavioral health provider) or to specialty behavioral health services in other clinics within larger health systems. Methods A retrospective, comparative study was conducted to examine variability in access to co-located and specialty behavioral health (SBH) services for a pre-Covid-19 cohort (April 2019 to March 2020; n = 367) and a mid-Covid-19 cohort (April 2020 to March 2021; n = 328), while accounting for integrated primary care consultation services. The sample included children 1-18 years old served through a large, inner-city primary care clinic. Logistic regression models were used to examine the association between scheduled and attended co-located and SBH visits, pre- and mid-Covid-19 effects, and sociodemographic factors of race and ethnicity, language, health insurance (SES proxy), age, and sex. Results The majority of youth were not directly scheduled for a co-located or SBH visit but the majority of those scheduled attended their visit(s). The odds of not being directly scheduled for a co-located or SBH visit were greater for the mid-Covid-19 cohort, Black youth, and older youth. Accounting for integrated primary care consultation visits addressed these disparities, with the exception of persisting significant differences in scheduled and attended co-located and SBH visits for Black youth even while accounting for IPC consultation. Implication Findings from the current study highlight the effective role of integrated primary care consultation services as facilitating access to initial behavioral health services, especially given that referrals to integrated primary care co-located and SBH services within the larger health system often involve barriers to care such as longer wait-times and increased lack of referral follow through. Ongoing research and equitable program development are needed to further this work.
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Affiliation(s)
- Ayanda Chakawa
- Division of Developmental and Behavioral Health, Section of Pediatric Psychology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, United States
- University of Missouri Kansas City School of Medicine, Kansas City, MO, United States
| | - Trista Perez Crawford
- Emory Pediatric Institute, Emory School of Medicine, Atlanta, GA, United States
- Children’s Healthcare of Atlanta, Center of Behavioral and Mental Health, Atlanta, GA, United States
| | - Leslee Throckmorton Belzer
- Division of Developmental and Behavioral Health, Section of Pediatric Psychology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, United States
- University of Missouri Kansas City School of Medicine, Kansas City, MO, United States
- The Beacon Program, Children’s Mercy Hospitals and Clinics, Kansas City, MO, United States
| | - Hung-Wen Yeh
- University of Missouri Kansas City School of Medicine, Kansas City, MO, United States
- Division of Health Services and Outcomes Research, Children’s Mercy Hospitals and Clinics, Kansas City, MO, United States
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Vakkalanka JP, Gadag K, Lavin L, Ternes S, Healy HS, Merchant KAS, Scott W, Wiggins W, Ward MM, Mohr NM. Telehealth Use and Health Equity for Mental Health and Substance Use Disorder During the COVID-19 Pandemic: A Systematic Review. Telemed J E Health 2024; 30:1205-1220. [PMID: 38227387 DOI: 10.1089/tmj.2023.0588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024] Open
Abstract
Background: As a result of the COVID-19 public health emergency (PHE), telehealth utilization accelerated to facilitate health care management and minimize risk. However, those with mental health conditions and substance use disorders (SUD)-who represent a vulnerable population, and members of underrepresented minorities (e.g., rural, racial/ethnic minorities, the elderly)-may not benefit from telehealth equally. Objective: To evaluate health equality in clinical effectiveness and utilization measures associated with telehealth for clinical management of mental health disorders and SUD to identify emerging patterns for underrepresented groups stratified by race/ethnicity, gender, age, rural status, insurance, sexual minorities, and social vulnerability. Methods: We performed a systematic review in PubMed, Embase, Cochrane Central Register of Controlled Trials, and CINAHL through November 2022. Studies included those with telehealth, COVID-19, health equity, and mental health or SUD treatment/care concepts. Our outcomes included general clinical measures, mental health or SUD clinical measures, and operational measures. Results: Of the 2,740 studies screened, 25 met eligibility criteria. The majority of studies (n = 20) evaluated telehealth for mental health conditions, while the remaining five studies evaluated telehealth for opioid use disorder/dependence. The most common study outcomes were utilization measures (n = 19) or demographic predictors of telehealth utilization (n = 3). Groups that consistently demonstrated less telehealth utilization during the PHE included rural residents, older populations, and Black/African American minorities. Conclusions: We observed evidence of inequities in telehealth utilization among several underrepresented groups. Future efforts should focus on measuring the contribution of utilization disparities on outcomes and strategies to mitigate disparities in implementation.
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Affiliation(s)
- J Priyanka Vakkalanka
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Khyathi Gadag
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Lauren Lavin
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Sara Ternes
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Heather S Healy
- Hardin Library for the Health Sciences, University of Iowa, Iowa City, Iowa, USA
| | - Kimberly A S Merchant
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Wakina Scott
- Office for the Advancement of Telehealth, Health Resources and Services Administration, U.S. Department of Health and Human Services, Rockville, Maryland, USA
| | - Whitney Wiggins
- Office for the Advancement of Telehealth, Health Resources and Services Administration, U.S. Department of Health and Human Services, Rockville, Maryland, USA
| | - Marcia M Ward
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Nicholas M Mohr
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA
- Department of Anesthesia and Critical Care, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
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Morishima R, Kanehara A, Aizawa T, Okada N, Usui K, Noguchi H, Kasai K. Long-Term Trends and Sociodemographic Inequalities of Emotional/Behavioral Problems and Poor Help-Seeking in Adolescents During the COVID-19 Pandemic. J Adolesc Health 2024; 74:537-544. [PMID: 37966408 DOI: 10.1016/j.jadohealth.2023.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 08/11/2023] [Accepted: 09/11/2023] [Indexed: 11/16/2023]
Abstract
PURPOSE During the first 3 years of the coronavirus disease (COVID-19) pandemic, we investigated the long-term trends of emotional/behavioral problems and poor help-seeking behavior in adolescents and examined the sociodemographic inequalities in these trends. METHODS A multiwave cross-sectional survey was conducted in Japan from October-November 2020, June-July 2021, and June-July 2022 using an anonymous questionnaire. Trends of emotional/behavioral problems (e.g., emotional symptoms, hyperactivity/inattention, and total difficulties) and poor help-seeking were tested using a chi-squared test with Bonferroni correction. The effects of sociodemographic factors (grade, gender, country of origin, and number of parents) on emotional/behavioral problems and poor help-seeking were examined by two mixed-effect logistic regression models: (1) with fixed effects for years and sociodemographic factors and (2) stratified by years if the interaction terms between years and each sociodemographic factor were significant. RESULTS The prevalence of total difficulties and emotional symptoms was the highest in 2021. The number of adolescents reporting hyperactivity/inattention and poor help-seeking increased between 2020 and 2021 and remained high in 2022. Inequalities in emotional/behavioral problems and poor help-seeking behavior were found with respect to all sociodemographic factors. DISCUSSION Despite the persistent emotional/behavioral problems, the results suggested that the number of adolescents who were unable to seek help increased during the COVID-19 pandemic. Additionally, heterogeneities in the trends with respect to grade, gender, country of origin, and number of parents were detected. Prioritized supports targeting those with sociodemographic disadvantages may be needed to mitigate these inequalities in response to the pandemic.
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Affiliation(s)
- Ryo Morishima
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Department of Psychology, Faculty of Liberal Arts, Kawamura Gakuen Woman's University, Chiba, Japan; Waseda Institute of Social & Human Capital Studies (WISH), Tokyo, Japan; The Health Care Science Institute, Tokyo, Japan.
| | - Akiko Kanehara
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Toshiaki Aizawa
- Graduate School of Economics and Business, Hokkaido University, Hokkaido, Japan
| | - Naohiro Okada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), Tokyo, Japan
| | - Kaori Usui
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Department of Community Mental Health and Law, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Haruko Noguchi
- Waseda Institute of Social & Human Capital Studies (WISH), Tokyo, Japan; Faculty of Political Science and Economics, Waseda University, Tokyo, Japan
| | - Kiyoto Kasai
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo Institutes for Advanced Study (UTIAS), Tokyo, Japan
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Ford CA. The Journal of Adolescent Health's Editor-In-Chief Annual Reflection: A Year to Embrace Science and Compassion. J Adolesc Health 2023; 73:213-216. [PMID: 37455041 DOI: 10.1016/j.jadohealth.2023.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 05/11/2023] [Indexed: 07/18/2023]
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Douglas CM, Richardson L, Evans YN. Utilization of Mental Health Services Among Black Adolescents During the COVID-19 Pandemic: a Narrative Review of the Literature. CURRENT PEDIATRICS REPORTS 2023; 11:7-12. [PMID: 36741587 PMCID: PMC9884484 DOI: 10.1007/s40124-023-00282-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2022] [Indexed: 01/30/2023]
Abstract
Purpose of Review Black youth have disproportionately experienced inequities and barriers to care in accessing mental health services. The purpose of this review is to offer a summary of the currently available literature on mental health service utilization by Black youth during the COVID-19 pandemic, compared to prior. A narrative review was conducted in PubMed, Web of Science, psychINFO, and Embase from March 1, 2020 to September 1, 2022, to find studies that examined differences in the utilization of mental health services among Black youth. Recent Findings Our results found only 3 studies which examined pre and during the COVID-19 mental health utilization rates among Black youth. Among these studies, time period, study design, sample size, race data, and change in mental health utilization were evaluated. Summary From these results, we found that Black youth were overall less likely to utilize services for mental health during the pandemic. However, there were also findings that offer insights into innovative strategies to meet the needs of this unique population. As mental health service utilization has decreased and been slower to rebound from the pandemic compared to other health services, additional research on this topic is needed to ensure that the mental health needs of Black youth are being met.
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Affiliation(s)
| | - Laura Richardson
- University of Washington School of Medicine, Seattle, WA USA ,Seattle Children’s Research Institute, Seattle, WA USA
| | - Yolanda N. Evans
- University of Washington School of Medicine, Seattle, WA USA ,Seattle Children’s Research Institute, Seattle, WA USA
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Nishii A, Campos-Castillo C, Anthony D. Disparities in patient portal access by US adults before and during the COVID-19 pandemic. JAMIA Open 2022; 5:ooac104. [PMID: 36540762 PMCID: PMC9757864 DOI: 10.1093/jamiaopen/ooac104] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 11/03/2022] [Accepted: 12/09/2022] [Indexed: 11/12/2023] Open
Abstract
OBJECTIVE Online patient portals become important during disruptions to in-person health care, like when cases of coronavirus disease 2019 (COVID-19) and other respiratory viruses rise, yet underlying structural inequalities associated with race, socio-economic status, and other socio-demographic characteristics may affect their use. We analyzed a population-based survey to identify disparities within the United States in access to online portals during the early period of COVID-19 in 2020. MATERIALS AND METHODS The National Cancer Institute fielded the 2020 Health and Information National Trends Survey from February to June 2020. We conducted multivariable analysis to identify socio-demographic characteristics of US patients who were offered and accessed online portals, and reasons for nonuse. RESULTS Less than half of insured adult patients reported accessing an online portal in the prior 12 months, and this was less common among patients who are male, are Hispanic, have less than a college degree, have Medicaid insurance, have no regular provider, or have no internet. Reasons for nonuse include: wanting to speak directly to a provider, not having an online record, concerns about privacy, and discomfort with technology. DISCUSSION Despite the rapid expansion of digital health technologies due to COVID-19, we found persistent socio-demographic disparities in access to patient portals. Ensuring that digital health tools are secure, private, and trustworthy would address some patient concerns that are barriers to portal access. CONCLUSION Expanding the use of online portals requires explicitly addressing fundamental inequities to prevent exacerbating existing disparities, particularly during surges in cases of COVID-19 and other respiratory viruses that tax health care resources.
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Affiliation(s)
- Akira Nishii
- Department of Health Management & Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Denise Anthony
- Department of Health Management & Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
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