Assessment of Disparities in Digital Access Among Medicare Beneficiaries and Implications for Telemedicine

Enrollment strategies in the era of digital revolution: Experience from a remote health management program

We describe the strategies used to identify and enroll participants in a remote health management program aimed at optimizing diabetes care in patients at high cardiovascular and kidney risk. Using a combination of digital and traditional outreach methods, including patient portals, emails, mailed letters, and provider referrals, we successfully enrolled 200 participants. Our experience highlights the effectiveness of a hybrid approach in achieving enrollment targets, addressing the challenges of identification of eligible candidates and engagement while integrating traditional methods for inclusivity.

Digital Divide Among Medicare Beneficiaries and the Diabetes Prevention Program

INTRODUCTION

Successful delivery of the virtual Medicare Diabetes Prevention Program (MDPP) is influenced by a beneficiary's access to a computer and use of the Internet.

METHODS

Using the 2020 nationally representative Medicare Current Beneficiary Survey Public Use File, a three-level categorical dependent variable was created: (1) has a computer AND uses Internet, (2) has a computer OR uses Internet, and (3) has no access to either (reference group). A survey-weighted multinomial logit model was performed in 2023 to examine associations between socio-demographics, comorbidities, and computer access and Internet use.

RESULTS

Of study beneficiaries aged ≥65 years with BMI≥25 kg/m2 and no history of diabetes (n=3,875), 70.8% had a computer AND used Internet; 14.3% had a computer OR used Internet; and 14.9% had no computer AND did not use Internet. Hispanics and non-Hispanic Blacks (OR=0.28, 95% CI [0.17-0.43]) were less likely than non-Hispanic Whites to have a computer AND use Internet. Beneficiaries with less education (

CONCLUSIONS

Approximately 30% of potentially MDPP-eligible beneficiaries (representing ∼6 million beneficiaries) lacked full digital access. Efforts to encourage enrollment in the virtual MDPP must address digital disparities for beneficiaries at-risk for type 2 diabetes.

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MESH Headings

• Humans
• United States
• Aged
• Medicare/statistics & numerical data
• Male
• Female
• Digital Divide
• Diabetes Mellitus/prevention & control
• Diabetes Mellitus/epidemiology
• Internet
• Aged, 80 and over
• Surveys and Questionnaires
• Diabetes Mellitus, Type 2/prevention & control

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Affiliation(s)

Boon Peng Ng College of Nursing, University of Central Florida, Orlando, Florida; Disability, Aging and Technology Cluster, University of Central Florida, Orlando, Florida.
Georgianne Tiu Hawkins College of Public Health, University of Kentucky, Lexington, Kentucky
McKayla Massey College of Medicine, University of Central Florida, Orlando, Florida
Jacqueline B LaManna College of Nursing, University of Central Florida, Orlando, Florida
Chanhyun Park College of Pharmacy, The University of Texas at Austin, Austin, Texas

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Digital phenotyping of depression during pregnancy using self-report data

BACKGROUND

Depression is a common pregnancy complication yet is often under-detected and, subsequently, undertreated. Data collected through mobile health tools may be used to support the identification of depression symptoms in pregnancy.

METHODS

An observational cohort study of 2062 pregnancies collected self-reports of patient history, mood, pregnancy-specific symptoms, and written language using a prenatal support app. These app inputs were used to model depression risk in subsequent 30- and 60-day periods throughout pregnancy. A selective inference lasso modeling approach examined the individual and additive value of each type of patient-reported app input.

RESULTS

Depression models ranged in predictive power (AUC value of 0.64-0.83), depending on the type of inputs. The most predictive model included personal history, daily mood, and acute pregnancy-related symptoms (e.g., severe vomiting, cramping). Across models, daily mood was the strongest indicator of depression symptoms in the following month. Models that retained natural language inputs typically improved predictive accuracy and offered insight into the lived context associated with experiencing depression.

LIMITATIONS

Our findings are not generalizable beyond a digitally literate patient population that is self-motivated to report data during pregnancy.

CONCLUSIONS

Simple patient reported data, including sparse language, shared directly via digital tools may support earlier depression symptom identification and a more nuanced understanding of depression context.

Correlates of Transitioning from In-Person to Telemedicine Outpatient Neurology Clinic Visits

Introduction: The COVID-19 pandemic accelerated telemedicine adoption, impacting appointment no-show rates. This study examines neurology appointment preferences among individuals with previous no-shows. Methods: We analyzed transitions between in-person and telemedicine modalities at the Tulane Center for Clinical Neurosciences from August 2020 to February 2021 by race, sex, and insurance type. Logistic regression was used to assess which individual characteristics were associated with switching modalities. Results: A total of 118 patients were included. Transitions to telemedicine visits were significantly higher for female (odds ratio [OR] = 1.868, p = 0.051), Medicaid (OR = 0.433, p = 0.035), and Medicare (OR = 0.228, p = 0.001) beneficiaries compared with males and those with private coverage. Telemedicine to in-person transitions were significantly higher for Medicaid compared with private coverage (OR = 8.133, p = 0.018). Discussion: Females are more likely to switch to telemedicine following an in-person no-show, whereas Medicare beneficiaries are less likely. Medicaid beneficiaries are more likely to revert to in-person appointments. Telemedicine may enhance equitable neurological care, particularly because of its high utilization among females.

Telemedicine is associated with reduced socioeconomic disparities in outpatient clinic no-show rates

INTRODUCTION

The global pandemic caused by coronavirus (COVID-19) sped up the adoption of telemedicine. We aimed to assess whether factors associated with no-show differed between in-person and telemedicine visits. The focus is on understanding how social economic factors affect patient no-show for the two modalities of visits.

METHODS

We utilized electronic health records data for outpatient internal medicine visits at a large urban academic medical center, from February 1, 2020 to December 31, 2020. A mixed-effect logistic regression was used. We performed stratified analysis for each modality of visit and a combined analysis with interaction terms between exposure variables and visit modality.

RESULTS

A total of 111,725 visits for 72,603 patients were identified. Patient demographics (age, gender, race, income, partner), lead days, and primary insurance were significantly different between the two visit modalities. Our multivariable regression analyses showed that the impact of sociodemographic factors, such as Medicaid insurance (OR 1.23, p < 0.01 for in-person; OR 1.03, p = 0.57 for telemedicine; p < 0.01 for interaction), Medicare insurance (OR 1.11, p = 0.04 for in-person; OR 0.95, p = 0.32 for telemedicine; p = 0.03 for interaction) and Black race (OR 1.36, p < 0.01 for in-person; OR 1.20, p < 0.01 for telemedicine; p = 0.03 for interaction), on increased odds of no-show was less for telemedicine visits than for in-person visits. In addition, inclement weather and younger age had less impact on no-show for telemedicine visits.

DISCUSSION

Our findings indicated that if adopted successfully, telemedicine had the potential to reduce no-show rate for vulnerable patient groups and reduce the disparity between patients from different socioeconomic backgrounds.

An After-Hours Telemedicine Urgent Care Service May Not Improve Access to Care for Underserved Populations

Background: After-hours telemedicine services for emergency care are thought to offer a solution for patients who live at a distance from traditional face-to-face emergency services. This study evaluates such a service in a Health Maintenance Organization, focusing on the differences between central and peripheral populations. Methods: In this cross-sectional database study, we collected data regarding the encounter and patient characteristics, including prescriptions, referrals for further evaluation in a traditional emergency department (ED), and the distance from a traditional ED. Other outcome measures included health care utilization after the encounter such as primary care physician (PCP) encounters, additional telemedicine encounters, ED visits, and hospitalization. Results: In total, 45,411 patient visits were analyzed. Medication was prescribed in 25% of the encounters, and a referral to an ED was given in 22%. In total, 17.7% of the patients visited an ED within 24 h of the index encounter. In total, 64.8% of patients visited a PCP in the following 30 days. No further care was needed in 32.4% of the encounters. In multivariable logistic regression, the odds of using the service were lower for low socio-economic status groups and inhabitants of the periphery than the central areas. A weak reverse correlation was observed in Jewish sectors regarding distance from traditional ED, whereas no correlation was found in the Arab sector. Conclusion: It is commonly believed that telemedicine overcomes geographical barriers. The results of this research do not support this hypothesis.

Research Into Digital Health Intervention for Mental Health: 25-Year Retrospective on the Ethical and Legal Challenges

Digital mental health interventions are routinely integrated into mental health services internationally and can contribute to reducing the global mental health treatment gap identified by the World Health Organization. Research teams designing and delivering evaluations frequently invest substantial effort in deliberating on ethical and legal challenges around digital mental health interventions. In this article, we reflect on our own research experience with digital mental health intervention design and evaluation to identify 8 of the most critical challenges that we or others have faced, and that have ethical or legal consequences. These include: (1) harm caused by online recruitment work; (2) monitoring of intervention safety; (3) exclusion of specific demographic or clinical groups; (4) inadequate robustness of effectiveness and cost-effectiveness findings; (5) adequately conceptualizing and supporting engagement and adherence; (6) structural barriers to implementation; (7) data protection and intellectual property; and (8) regulatory ambiguity relating to digital mental health interventions that are medical devices. As we describe these challenges, we have highlighted serious consequences that can or have occurred, such as substantial delays to studies if regulations around Software as a Medical Device (SaMD) are not fully understood, or if regulations change substantially during the study lifecycle. Collectively, the challenges we have identified highlight a substantial body of required knowledge and expertise, either within the team or through access to external experts. Ensuring access to knowledge requires careful planning and adequate financial resources (for example, paying public contributors to engage in debate on critical ethical issues or paying for legal opinions on regulatory issues). Access to such resources can be planned for on a per-study basis and enabled through funding proposals. However, organizations regularly engaged in the development and evaluation of digital mental health interventions should consider creating or supporting structures such as advisory groups that can retain necessary competencies, such as in medical device regulation.

Telehealth access and experiences of older adults with HIV during the COVID-19 pandemic: Lessons for the future

BACKGROUND

Telehealth services are proposed to improve access and retention to care for people with HIV (PWH). Yet the rapid uptake of telehealth services during the COVID-19 pandemic created equity concerns, especially for already vulnerable populations. Older PWH may face a combination of barriers to telehealth but also stand to benefit given social isolation and the need for multimorbidity management. Few studies have focused on this population, and we aimed to assess the telehealth capability and experiences of older PWH at an urban HIV clinic.

METHODS

We did this in two ways: (1) we contacted PWH aged ≥65 via telephone about telehealth capabilities and (2) we conducted focus groups with older PWH who transitioned from in-person to virtual classes affiliated with the clinic.

RESULTS

Among 179 PWH aged ≥65, 80 answered the telehealth questions. Among those who answered, 91% were male with a mean age of 69 (SD 3.0), and 55% were White. One-third did not have internet access or an email address. A total of 65% had at least one telehealth-capable device but 12.5% of respondents with a device did not know how to use it. Thirteen older PWH participated in focus groups with a mean age of 64 (SD 6.9) and 44% female. Themes were grouped into benefits (social/emotional connection and convenience) and challenges (technological barriers and missed in-person experience).

CONCLUSION

Participants preferred in-person classes but felt telehealth was a good alternative for mitigating isolation. Telehealth gave those with mobility and transportation issues improved access to supportive services. As the COVID-19 public health emergency ends, hybrid options should be considered to improve access for older PWH and address social isolation. Ensuring equitable access to devices and digital literacy training will be critical to ensure services can be utilized.

Racial and ethnic differences in telemedicine use among community-dwelling older adults with dementia

BACKGROUND

Routine ambulatory care is essential for older adults with Alzheimer's disease and related dementias (ADRD) to manage their health conditions. The federal government expanded telemedicine coverage to mitigate the impact of the COVID-19 pandemic on ambulatory services, which may provide an opportunity to improve access to care. This study aims to examine differences in telemedicine use for ambulatory services by race, ethnicity, and community-level socioeconomic status among community-dwelling older adults with ADRD.

METHODS

This retrospective cohort study used Medicare claims data between April 01, 2020 and December 31, 2021. We included community-dwelling Medicare fee-for-service beneficiaries aged 65 years and older with ADRD. The outcome variable is individual's use (yes/no) of telemedicine evaluation and management (tele-EM) visits in each quarter. The key independent variables are race, ethnicity, and community-level socioeconomic status.

RESULTS

The analytical sample size of the study was 2,068,937, including 9.9% Black, 82.7% White, and 7.4% Hispanic individuals. In general, we observed a decreasing trend of tele-EM use, and the average rate of quarterly tele-EM use was 23.0%. Tele-EM utilization varied by individual race, ethnicity, and community-level socioeconomic status. On average, White and Black individuals in deprived communities were 3.5 and 2.4 percentage-points less likely to use tele-EM compared with their counterparts in less-deprived communities (p < 0.001). However, Hispanic individuals in deprived communities were 2.4 percentage-points more likely to utilize tele-EM compared with those in less-deprived communities (p < 0.001). Additionally, we observed various racial and ethnic differences in telemedicine use in deprived communities versus less-deprived communities.

CONCLUSIONS

We observed various racial and ethnic differences in telemedicine use, both within and between communities by socioeconomic status. Telemedicine is a viable healthcare delivery option that may influence healthcare access for racial and ethnic minorities and for individuals in socioeconomically deprived communities. Further policies or interventions may be needed to ensure all individuals have equal access to newly available care delivery models.

Assessing the potential for virtualizable care in the pediatric emergency department

INTRODUCTION

There is increasing interest for patient-to-provider telemedicine in pediatric acute care. The suitability of telemedicine (virtualizability) for visits in this setting has not been formally assessed. We estimated the proportion of in-person pediatric emergency department (PED) visits that were potentially virtualizable, and identified factors associated with virtualizable care.

METHODS

This was a retrospective analysis of in-person visits at the PED of a Canadian tertiary pediatric hospital (02/2018-12/2019). Three definitions of virtualizable care were developed: (1) a definition based on "resource use" classifying visits as virtualizable if they resulted in a home discharge, no diagnostic testing, and no return visit within 72 h; (2) a "diagnostic definition" based on primary ED diagnosis; and (3) a stringent "combined definition" by which visits were classified as virtualizable if they met both the resource use and diagnostic definitions. Multivariable logistic regression was used to identify factors associated with telemedicine suitability.

RESULTS

There were 130,535 eligible visits from 80,727 individual patients during the study period. Using the most stringent combined definition of telemedicine suitability, 37.9% (95% confidence interval (CI) 37.6%-38.2%) of in-person visits were virtualizable. Overnight visits (adjusted odds ratio (aOR) 1.16-1.37), non-Canadian citizenship (aOR 1.10-1.18), ethnocultural vulnerability (aOR 1.14-1.22), and a consultation for head trauma (aOR 3.50-4.60) were associated with higher telemedicine suitability across definitions.

DISCUSSION

There is a high potential for patient-to-provider telemedicine in the PED setting. Local patient and visit-level characteristics must be considered in the design of safe and inclusive telemedicine models for pediatric acute care.

Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis

BACKGROUND

Digital mental health technologies (DMHTs) have the potential to enhance mental health care delivery. However, there is little information on how DMHTs are evaluated and what factors influence their use.

OBJECTIVE

A systematic literature review was conducted to understand how DMHTs are valued in the United States from user, payer, and employer perspectives.

METHODS

Articles published after 2017 were identified from MEDLINE, Embase, PsycINFO, Cochrane Library, the Health Technology Assessment Database, and digital and mental health congresses. Each article was evaluated by 2 independent reviewers to identify US studies reporting on factors considered in the evaluation of DMHTs targeting mental health, Alzheimer disease, epilepsy, autism spectrum disorder, or attention-deficit/hyperactivity disorder. Study quality was assessed using the Critical Appraisal Skills Program Qualitative and Cohort Studies Checklists. Studies were coded and indexed using the American Psychiatric Association's Mental Health App Evaluation Framework to extract and synthesize relevant information, and novel themes were added iteratively as identified.

RESULTS

Of the 4353 articles screened, data from 26 unique studies from patient, caregiver, and health care provider perspectives were included. Engagement style was the most reported theme (23/26, 88%), with users valuing DMHT usability, particularly alignment with therapeutic goals through features including anxiety management tools. Key barriers to DMHT use included limited internet access, poor technical literacy, and privacy concerns. Novel findings included the discreetness of DMHTs to avoid stigma.

CONCLUSIONS

Usability, cost, accessibility, technical considerations, and alignment with therapeutic goals are important to users, although DMHT valuation varies across individuals. DMHT apps should be developed and selected with specific user needs in mind.

The impact of policy and technology infrastructure on telehealth utilization

The COVID-19 outbreak resulted in an unprecedented surge in telehealth utilization. However, the effects of policy enactment on utilization remain understudied in the literature. Our research examines the impact of policy mandates relating to federal incentive programs on telehealth utilization across states during the pandemic by considering technology infrastructure, such as broadband penetration and equipment possession. This study also considers the impact of political orientation and control factors, including income attributes, on telehealth utilization. Considering telehealth utilization in the Medicare program as a test case, this study employed the partial least square and structural equation model to analyze data from the Centers for Medicare & Medicaid Services, the American Community Survey, and the Microsoft Airband Project to draw inferences. Our study finds that telehealth legislation, broadband penetration, political orientation, and control factors have a direct significant impact on telehealth utilization, whereas incentive programs and equipment possession have an indirect impact through broadband penetration.

Telemedicine Use Before and During the COVID-19 Pandemic in People with Alzheimer's Disease, Multiple Sclerosis, or Parkinson's Disease: A Cross-Sectional Study Using US Commercial Claims Data

Background

During the COVID-19 pandemic, use of telemedicine (TM) increased dramatically, but it is unclear how use varies by characteristics of people with Alzheimer's disease (AD), multiple sclerosis (MS), or Parkinson's disease (PD).

Methods

This cross-sectional study used US PharMetrics Plus commercial claims data from January 1, 2019, to December 31, 2021. TM use (≥1 Current Procedural Terminology code) was assessed in each study year (2019, 2020, and 2021) among people with ≥1 inpatient or ≥2 outpatient diagnosis codes ≥30 days apart for AD, MS, or PD. Any TM use and disease-related visits (AD, MS, or PD diagnosis code within TM claim) were summarized, and characteristics of TM users versus nonusers during the pandemic (2020 and 2021) were described.

Results

Among people with AD, MS, or PD, 0.9% used TM in 2019 versus 58.0% in 2020 and 42.5% in 2021. Among TM users in 2020 and 2021, the majority had TM visits related to their neurological disorder (73.2% and 64.6%, respectively). During the pandemic, approximately 25% of total TM visits (n = 296,434) were provided by a neurologist. Mean (SD) age of TM users was similar to nonusers (60.5 [15.1] and 61.5 [15.3] years), but TM users were more likely to be female (62% vs 60%), enrolled in Medicare (33% vs 30%), and reside in western (64.2% vs 35.8%) or eastern (61.0% vs 39.0%) regions versus nonusers.

Conclusions

Although results indicate expanded use of and access to TM among people with AD, MS, or PD, differences in patient and health care provider characteristics for TM use were notable.

Digital health technologies and inequalities: A scoping review of potential impacts and policy recommendations

Digital health technologies hold promises for reducing health care costs, enhancing access to care, and addressing labor shortages. However, they risk exacerbating inequalities by disproportionately benefitting a subset of the population. Use of digital technologies accelerated during the Covid-19 pandemic. Our scoping review aimed to describe how inequalities related to their use were conceptually assessed during and after the pandemic and understand how digital strategies and policies might support digital equity. We used the PRISMA Extension for scoping reviews, identifying 2055 papers through an initial search of 3 databases in 2021 and complementary search in 2022, of which 41 were retained. Analysis was guided by the eHealth equity framework. Results showed that digital inequalities were reported in the U.S. and other high-income countries and were mainly assessed through differences in access and use according to individual sociodemographic characteristics. Health disparities related to technology use and the interaction between context and technology implementation were more rarely documented. Policy recommendations stressed the adoption of an equity lens in strategy development and multilayered and intersectoral collaboration to align interventions with the needs of specific subgroups. Finally, findings suggested that evaluations of health and wellbeing distribution related to the use of digital technologies should inform digital strategies and health policies.

Barriers Associated With Missed Palliative Care Telehealth Visits

Background: The COVID-19 pandemic accelerated the adoption of telehealth in palliative care. While this technology showed efficiencies in healthcare delivery, it also unmasked inequalities affecting the socially disadvantaged. Objective: To identify factors associated with missed telehealth visits. Methods: We reviewed telehealth visits between April 1, 2020 and March 31, 2021 at a palliative care clinic. Disease-related and demographic information were recorded, including residency in community outreach zones (COZ)-zip code clusters known for healthcare underutilization. We categorized patients with at least one missed visit as "any miss" (AM), and those with at least three scheduled visits and missed at least 50% as "pattern miss" (PM). Results: Of 1225 scheduled telehealth (i.e., audiovisual) visits, there were 802 completed, 52 missed initial and 371 missed follow-up encounters. Among 505 unique patients, 363 (72%) were receiving cancer treatment, 170 (34%) had multiple insurance, 87 (17%) lived in COZ, 101 (20%) were AM, and 27 (5%) were PM. Patients in COZ had significantly higher risk of PM vs those outside (OR = 2.56, 95% CI: 1.06-5.78, P = .03). Patients with multiple insurance had significantly higher risk of PM vs those with single or no coverage (OR = 3.06, 95% CI: 1.40-6.93, P = .006). Patients on treatment had significantly higher risk of AM vs those not in treatment (OR = 1.75, 95% CI: 1.05-3.06, P = .04). Conclusion: We identified living in areas with healthcare underutilization, active cancer treatment, and multiple insurance coverage as barriers to telehealth visits. Measures are necessary to attenuate disparities in accessing palliative care via telehealth.

Training Service Users in the Use of Telehealth: Scoping Review

BACKGROUND

The use of telehealth has rapidly increased, yet some populations may be disproportionally excluded from accessing and using this modality of care. Training service users in telehealth may increase accessibility for certain groups. The extent and nature of these training activities have not been explored.

OBJECTIVE

The objective of this scoping review is to identify and describe activities for training service users in the use of telehealth.

METHODS

Five databases (MEDLINE [via PubMed], Embase, CINAHL, PsycINFO, and Web of Science) were searched in June 2023. Studies that described activities to train service users in the use of synchronous telehealth consultations were eligible for inclusion. Studies that focused on health care professional education were excluded. Papers were limited to those published in the English language. The review followed the Joanna Briggs Institute guidelines for scoping reviews and was reported in line with the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines. Titles and abstracts were screened by 1 reviewer (EG). Full texts were screened by 2 reviewers (EG and JH or SC). Data extraction was guided by the research question.

RESULTS

The search identified 8087 unique publications. In total, 13 studies met the inclusion criteria. Telehealth training was commonly described as once-off preparatory phone calls to service users before a telehealth visit, facilitated primarily by student volunteers, and accompanied by written instructions. The training content included guidance on how to download and install software, troubleshoot technical issues, and adjust device settings. Older adults were the most common target population for the training. All but 1 of the studies were conducted during the COVID-19 pandemic. Overall, training was feasible and well-received by service users, and studies mostly reported increased rates of video visits following training. There was limited and mixed evidence that training improved participants' competency with telehealth.

CONCLUSIONS

The review mapped the literature on training activities for service users in telehealth. The common features of telehealth training for service users included once-off preparatory phone calls on the technical elements of telehealth, targeted at older adults. Key issues for consideration include the need for co-designed training and improving the broader digital skills of service users. There is a need for further studies to evaluate the outcomes of telehealth training activities in geographically diverse areas.

Telemedicine and Disparities in Mental Health Service Use Among Community-Dwelling Older Adults With Alzheimer Disease and Related Dementias

OBJECTIVE

To examine disparities in mental health (MH) service utilization, via in-person and telemedicine (ie, tele-MH), by individuals' race, ethnicity, and community socioeconomic status, among community-dwelling older adults with Alzheimer disease and related dementias (ADRD) before and after the expansion of the Centers for Medicare and Medicaid Services' (CMS's) telemedicine policy.

DESIGN

Observational study.

SETTING AND PARTICIPANTS

A total of 3,003,571 community-dwelling Medicare beneficiaries with ADRD between 2019 and 2021 were included in the study.

METHODS

Multiple national data were linked. The unit of analysis was individual-quarter. Three outcomes were defined: any MH visits (in-person or tele-MH), in-person MH visits, and tele-MH visits per quarter. Key independent variables included individual race and ethnicity, the socioeconomic status of the community, and an indicator for the implementation of the telemedicine policy. Regression analyses with individual random effects were used.

RESULTS

In general, Black and Hispanic older adults with ADRD and those in socioeconomically deprived communities were less likely to have MH visits than white adults and those from less-deprived communities. In-person and tele-MH visits varied throughout the pandemic and across subpopulations. For instance, at the beginning of the pandemic, white, Black, and Hispanic older adults experienced 5.05, 3.03, and 2.87 percentage point reductions in in-person MH visits, and 3.53, 1.26, and 0.32 percentage point increases in tele-MH visits (with P < .01 for racial/ethnic differences), respectively. During the pandemic, the increasing trend in in-person MH visits and the decreasing trend in tele-MH visits varied across different subgroups. Overall, racial and ethnic differences in any MH visits were reduced, but the gap in any MH visits between deprived and less-deprived communities doubled during the pandemic (P < .01).

CONCLUSIONS AND IMPLICATIONS

Telemedicine may have provided an opportunity to improve access to MH services among underserved populations. However, although some disparities in MH care were reduced, others widened, underscoring the importance of equitable health care access strategies to address the unique needs of different populations.

Leveraging community Wi-Fi and spaces for digital health use

Digital health disparities continue to affect marginalized populations, especially older adults, individuals with low-income, and racial/ethnic minorities, intensifying the challenges these populations face in accessing healthcare. Bridging this digital divide is essential, as digital access and literacy are social determinants of health that can impact digital health use and access to care. This article discusses the potential of leveraging community Wi-Fi and spaces to improve digital access and digital health use, as well as the challenges and opportunities associated with this strategy. The existing limited evidence has shown the possibility of using community Wi-Fi and spaces, such as public libraries, to facilitate telehealth services. However, privacy and security issues from using public Wi-Fi and spaces remain a concern for librarians and healthcare professionals. To advance digital equity, efforts from multilevel stakeholders to improve users' digital access and literacy and offer tailored technology support in the community are required. Ultimately, leveraging community Wi-Fi and spaces offers a promising avenue to expand digital health accessibility and use, highlighting the critical role of collaborative efforts in overcoming digital health disparities.

Satisfaction with Telehealth Care in the United States: Cross-Sectional Survey

Background: Telehealth use remains high following the COVID-19 pandemic, but patient satisfaction with telehealth care is unclear. Methods: We used cross-sectional data from the Health Information National Trends Survey (HINTS 6). 2,058 English and Spanish-speaking U.S. adults (≥18 years) with a telehealth visit in the 12 months before March-November 2022 were included in this study. The primary outcomes were telehealth visit modality and satisfaction in the 12 months before HINTS 6. We evaluated sociodemographic predictors of telehealth visit modality and satisfaction via Poisson regression. Analyses were weighted according to HINTS standards. Results: We included 2,058 participants (48.4 ± 16.8 years; 57% women; 66% White), of which 70% had an audio-video and 30% an audio-only telehealth visit. Adults with an audio-video visit were more likely to have health insurance (adjusted prevalence ratio [aPR]: 1.55, 95% confidence interval [CI]: 1.18-2.04) and have an annual household income of ≥$75,000 (aPR: 1.18, 95% CI: 1.00-1.39) and less likely to be ≥65 years (aPR: 0.79, 95% CI: 0.70-0.89), adjusting for sociodemographic characteristics. No further inequities were noted by telehealth modality. Seventy-five percent of participants felt that their telehealth visits were as good as in-person care. No significant differences in telehealth satisfaction were observed across sociodemographic characteristics, telehealth modality, or the participants' primary reason for their most recent telehealth visit in adjusted analysis. Conclusions: Among U.S. adults with a telehealth visit, the majority had an audio-video visit and were satisfied with their care. Telehealth should continue, being offered following COVID-19, as it is uniformly valued by patients.

The Growing Role of Digital Health Tools in the Care of Patients with Cancer: Current Use, Future Opportunities, and Barriers to Effective Implementation

PURPOSE OF REVIEW

This article aims to describe the ways in which digital health technologies are currently being used to improve the delivery of cancer care, highlight opportunities to expand their use, and discuss barriers to effective and equitable implementation.

RECENT FINDINGS

The utilization of digital health tools and development of novel care delivery models that leverage such tools is expanding. Recent studies have shown feasibility and increased implementation in the setting of oncologic care. With technological advances and key policy changes, utilization of digital health tools has greatly increased over the past two decades and transformed how cancer care is delivered. As digital health tools are expanded and refined, there is potential for improved access to and quality and efficiency of cancer care. However, careful consideration should be given to key barriers of digital health tool adoption, such as infrastructural, patient-level, and health systems-level challenges, to ensure equitable access to care and improvement in health outcomes.

Prevalence and Disparities in Telehealth Use Among US Adults Following the COVID-19 Pandemic: National Cross-Sectional Survey

BACKGROUND

Telemedicine expanded during the COVID-19 pandemic, though use differed by age, sex, race or ethnicity, educational attainment, income, and location. It is unclear if high telehealth use or inequities persisted late into the pandemic.

OBJECTIVE

This study aims to evaluate the prevalence of, inequities in, and primary reasons for telehealth visits a year after telemedicine expansion.

METHODS

We used cross-sectional data from the 2022 Health Information National Trends Survey (HINTS 6), the first cycle with data on telemedicine. In total, 4830 English- and Spanish-speaking US adults (aged ≥18 years) were included in this study. The primary outcomes were telehealth visit attendance in the 12 months before March 7, 2022, to November 8, 2022, and the primary reason for the most recent telehealth visit. We evaluated sociodemographic and clinical predictors of telehealth visit attendance and the primary reason for the most recent telehealth visit through Poisson regression. Analyses were weighted according to HINTS 6 standards.

RESULTS

We included 4830 participants (mean age 48.3, SD 17.5 years; 50.28% women; 65.21% White). Among US adults, 38.78% reported having a telehealth visit in the previous year. Telehealth visit attendance rates were similar across age, race or ethnicity, income, and urban versus rural location. However, individuals with a telehealth visit were less likely to live in the Midwest (adjusted prevalence ratio [aPR] 0.65, 95% CI 0.54-0.77), and more likely to be women (aPR 1.21, 95% CI 1.06-1.38), college graduates or postgraduates (aPR 1.24, 95% CI 1.05-1.46), covered by health insurance (aPR 1.56, 95% CI 1.08-2.26), and married or cohabitating (aPR 1.17, 95% CI 1.03-1.32), adjusting for sociodemographic characteristics, frequency of health care visits, and comorbidities. Among participants with a telehealth visit in the past year, the primary reasons for their most recent visit were minor or acute illness (32.15%), chronic disease management (21%), mental health or substance abuse (16.94%), and an annual exam (16.22%). Older adults were more likely to report that the primary reason for their most recent telehealth visit was for chronic disease management (aPR 2.08, 95% CI 1.33-3.23), but less likely to report that it was for a mental health or substance abuse issue (aPR 0.19, 95% CI 0.10-0.35), adjusting for sociodemographic characteristics and frequency of health care visits.

CONCLUSIONS

Among US adults, telehealth visit attendance was high more than a year after telemedicine expansion and did not differ by age, race or ethnicity, income, or urban versus rural location. Telehealth could continue to be leveraged following COVID-19 to improve access to care and health equity.

Audio-Only Telehealth Use Among Traditional Medicare Beneficiaries

This cross-sectional study analyzes how use of audio-only telehealth services by Medicare beneficiaries changed from 2020 to 2022 and assesses which patients would be most affected by policy reforms.

The impact of COVID-19 on psychiatric clinical encounters among low-income racially-diverse children

BACKGROUND

There is a lack of longitudinal data to examine the impact of COVID-19 on all types of clinical encounters among United States, underrepresented BIPOC (Black, Indigenous, and people of color), children. This study aims to examine the changes in all the outpatient clinical encounters during the pandemic compared to the baseline, with particular attention to psychiatric encounters and diagnoses.

METHOD

This study analyzed 3-year (January 2019 to December 2021) longitudinal clinical encounter data from 3,394 children in the Boston Birth Cohort, a US urban, predominantly low-income, Black and Hispanic children. Outcomes of interest were completed outpatient clinical encounters and their modalities (telemedicine vs. in person), including psychiatric care and diagnoses, primary care, emergency department (ED), and developmental and behavioral pediatrics (DBP).

RESULTS

The study children's mean (SD) age is 13.9 (4.0) years. Compared to 2019, psychiatric encounters increased by 38% in 2020, most notably for diagnoses of adjustment disorders, depression, and post-traumatic stress disorders (PTSD). In contrast, primary care encounters decreased by 33%, ED encounters decreased by 55%, and DBP care decreased by 16% in 2020. Telemedicine was utilized the most for psychiatric and DBP encounters and the least for primary care encounters in 2020. A remarkable change in 2021 was the return of primary care encounters to the 2019 level, but psychiatric encounters fluctuated with spikes in COVID-19 case numbers.

CONCLUSIONS

Among this sample of US BIPOC children, compared to the 2019 baseline, psychiatric encounters increased by 38% during 2020, most notably for the new diagnoses of adjustment disorder, depression, and PTSD. The 2021 data showed a full recovery of primary care encounters to the baseline level but psychiatric encounters remained sensitive to the pandemic spikes. The long-term impact of the pandemic on children's mental health warrants further investigation.

Rural Patients' Experiences with Synchronous Video Telehealth in the United States: A Scoping Review

Background: Telehealth can help increase rural health care access. To ensure this modality is accessible for rural patients, it is necessary to understand rural patients' experiences with telehealth. Objectives of this scoping review were to explore how rural patients' telehealth experiences have been measured, assess relevant research, and describe rural telehealth patient experiences. Methods: We searched five databases for articles published from 2016 through 2022. Primary research reports assessing rural adult patient experiences with synchronous video telehealth in the United States in any clinical area were included. Data collected pertained to study characteristics and patient experience assessment characteristics and outcomes. Quality of included studies was assessed using the Quality Assessment with Diverse Studies tool. Review findings were presented in a narrative synthesis. Results: There were 740 articles identified for screening, and 24 met review inclusion criteria. Most studies (70%, n = 16) assessed rural telehealth patient experience using questionnaires; studies employed interviews (n = 11) alone or in combination with surveys. The majority of surveys were study developed and not validated. Quantitative patient experience outcomes fell under categories of patient satisfaction, telehealth care characteristics, patient-provider rapport, technology elements, and access. Qualitative themes were most often presented as telehealth benefits or facilitators, and drawbacks or barriers. Conclusions: Available research indicates positive patient experiences with rural telehealth services. However, study weaknesses limit generalizability of findings. Future research should apply established definitions for participant rurality and clearly group samples by rurality. Efforts should be made to use validated telehealth patient experience measures.

Remote Evidence-Based Health Promotion Programs During COVID: A National Evaluation of Reach and Implementation for Older Adult Health Equity

INTRODUCTION

Evidence-based health promotion programs (EBPs) support older adults where they live, work, pray, play, and age. COVID-19 placed a disproportionate burden on this population, especially those with chronic conditions. In-person EBPs shifted to remote delivery via video-conferencing, phone, and mail during the pandemic, creating opportunities and challenges for older adult health equity.

METHOD

In 2021-2022, we conducted a process evaluation of remote EBPs by purposively sampling diverse U.S. organizations and older adults (people of color, rural, and/or with disabilities). The Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) + Equity framework was used to understand program reach and implementation, including FRAME to describe adaptations for remote delivery. Analyses include descriptive statistics and thematic analysis of participant and provider surveys and interviews, and joint display tables to compare learnings.

RESULTS

Findings from 31 EBPs through 198 managers/leaders and 107 organizations suggest remote delivery increases EBP reach by improving access for older adults who are underserved. For programs requiring new software or hardware, challenges remain reaching those with limited access to-or comfort using-technology. Adaptations were to context (e.g., shorter, smaller classes with longer duration) and for equity (e.g., phone formats, autogenerated captioning); content was unchanged except where safety was concerned. Implementation is facilitated by remote delivery guidelines, distance training, and technology support; and hindered by additional time, staffing, and resources for engagement and delivery.

CONCLUSIONS

Remote EBP delivery is promising for improving equitable access to quality health promotion. Future policies and practices must support technology access and usability for all older adults.

Variation in telemedicine usage in gynecologic cancer: Are we widening or narrowing disparities?

INTRODUCTION

Telemedicine rapidly increased with the COVID-19 pandemic and could reduce cancer care disparities. Our objective was to evaluate sociodemographic (race, insurance), patient, health system, and cancer factors associated with telemedicine use in gynecologic cancers.

METHODS

We conducted a retrospective cohort study of patients with endometrial cancer and epithelial ovarian cancer with at least one visit from March 2020 to October 2021, using a real-world electronic health record-derived database, representing approximately 800 sites in US academic (14%) and community practices (86%). We used multivariable Poisson regression modeling to analyze the association of ever using telemedicine with patient, sociodemographic, health system, and cancer factors.

RESULTS

Of 3950 patients with ovarian cancer, 1119 (28.3%) had at least one telemedicine visit. Of 2510 patients with endometrial cancer, 720 (28.7%) had at least one telemedicine visit. At community cancer practices, patients who identified as Black were less likely to have a telemedicine visit than patients who identified as white in both ovarian and endometrial cancer (Ovarian: RR 0.62, 95% CI 0.42-0.9; Endometrial: RR 0.56, 95% CI 0.38-0.83). Patients in the Southeast, Midwest, West, and Puerto Rico were less likely to have telemedicine visits than patients in the Northeast. Uninsured patients were less likely, and patients with Medicare were more likely, to have one or more telemedicine visit than patients with private insurance.

CONCLUSIONS

In this national cohort study, <30% of patients ever used telemedicine, and significant racial and regional disparities existed in utilization. Telemedicine expansion efforts should include programs to improve equity in access to telemedicine.

Telehealth and delivery of alcohol use disorder treatment in the Veterans Health Administration

BACKGROUND

The use of telehealth treatment of alcohol use disorder (AUD) has increased since the start of the COVID-19 pandemic. However, it is unclear which patients are using telehealth and how telehealth visits are associated with treatment duration. This study examined characteristics associated with telehealth use among Veterans Health Administration patients receiving AUD treatment.

METHODS

Using a national retrospective cohort study, we examined data from March 01, 2020 to February 28, 2021 to: First, identify patient characteristics associated with (a) any telehealth versus only in-person care for AUD treatment, and (b) video (≥1 video visit) versus only telephone visits for AUD treatment (≥1 telephone visit, no video) among any telehealth users. This analysis used mixed-effects logistic regression models to adjust for potential correlation across patients treated at the same facility. Second, we assessed whether visit modality was associated with the amount of AUD treatment received (number of AUD psychotherapy visits or medication coverage days). This analysis used mixed-effects negative binomial regression models.

RESULTS

Among 138,619 patients who received AUD treatment, 52.8% had ≥1 video visit, 38.1% had ≥1 telephone but no video visits, and 9.1% had only in-person visits. In the regression analyses, patients who were male or had an opioid or stimulant use disorder (compared to having no non-AUD substance use disorder) were less likely to receive any telehealth-delivered AUD treatment compared to only in-person AUD treatment. Among patients who received any telehealth-delivered AUD treatment, those who were ≥45 years old (compared to 18-29 years old), Black (compared to White), diagnosed with a cannabis or stimulant use disorder, or diagnosed with a serious mental illness were less likely to receive a video visit than only telephone visits. Receiving any AUD telehealth was associated with receiving more psychotherapy visits and medication coverage days than only in-person care.

CONCLUSIONS

Telehealth, a common modality for AUD treatment, supported a greater number of psychotherapy visits and a longer duration of medication treatment for AUD. However, some groups were less likely to receive any video telehealth than telephone visits, suggesting that multiple treatment modalities should remain available to ensure treatment access.

Bridging the Telehealth Divide: Racial and Ethnic Disparities in Medicare Telehealth Usage Highlights the Need for Equity-Focused Approaches

Background: The COVID-19 pandemic led to a dramatic increase in Medicare reimbursed telehealth utilization in the United States, but significant racial disparities persist. Methods: This research analyzed trends and disparities in Medicare reimbursed telehealth usage and claims from 2020 through 2022 using data from the Centers for Medicare & Medicaid Services. Results: Medicare telehealth user claims were 10.1 million in 2020, 52.7 million in 2021, and 85.3 million in 2023. The adjusted odds of telehealth use were significantly lower in 2021 (adjusted odds ratios [aORs]: 0.746; 95% confidence intervals [CI]: 0.683-0.815) and 2022 (aOR: 0.529; 95% CI: 0.484-0.578) compared with 2020. Large racial differences were observed in 2020-2022, with lower telehealth usage among African Americans (aOR: 0.068; 95% CI: 0.054-0.087), Hispanics (aOR: 0.036; 95% CI: 0.027-0.047), American Indians/Alaska Natives (aOR: 0.012; 95% CI: 0.009-0.017), and Asian Pacific Americans (aOR: 0.001; 95% CI: 0.001-0.002) versus Non-Hispanic Whites. Rural residents, older adults, and beneficiaries with disabilities also had reduced telehealth utilization. However, women were more likely to use telehealth versus men (aOR: 1.689; 95% CI: 1.363-2.094). Conclusion: Despite telehealth expansion during the pandemic, significant disparities remain, highlighting the need for targeted efforts to increase access and reduce barriers among underserved populations. Addressing disparities is critical to ensuring equitable access to health care through telehealth.

Barriers and facilitators to pediatric telehealth use in English- and Spanish-speaking families: A qualitative study

BACKGROUND

With the rapid increase in telehealth use during the COVID-19 pandemic, concerns have been raised about the potential for exacerbating existing healthcare disparities in marginalized populations. While eliminating barriers such as transportation and time constraints, telehealth may introduce barriers related to technology access. With little known about the patient experience accessing telehealth during the COVID-19 pandemic, this study seeks to understand the barriers and facilitators to telehealth use as well as interventions that may address them.

METHODS

We conducted qualitative interviews with parents of pediatric patients of a primary care clinic in a diverse community during the study period of March-May 2021. The interviews explored barriers and facilitators to telehealth during the COVID-19 pandemic. Interviews were balanced across language (Spanish and English) as well as across visit type (in-person vs. telehealth). Recruitment, collection of demographic information, and interviews were conducted by telephone. The conversations were recorded and transcribed. Once thematic saturation was achieved, the data were analyzed using a modified grounded theory approach.

RESULTS

Of the 33 participants, 17 (52%) spoke English and 16 (48%) spoke Spanish. A total of 17 (52%) had experienced a telehealth encounter as their first visit during the study period while 16 (48%) had an in-person visit. Five themes were identified: (1) a recognition of differences in technological knowledge and access, (2) situational preferences for telehealth versus in-person visits, (3) avoidance of COVID-19 exposure, (4) convenience, and (5) change over time. English-speaking patients expressed greater ease with and a preference for telehealth, while Spanish-speaking participants expressed more technological difficulty with telehealth and a preference for in-person visits. Suggested interventions included informational tutorials such as videos before the visit, technical support, and providing families with technological devices.

CONCLUSION

In this study, we examined patient and family perspectives on pediatric telehealth during the COVID-19 pandemic. Implementation of the suggested interventions to address barriers to telehealth use is essential to prevent further exacerbation of health disparities already experienced by marginalized populations.

Evaluating the Quality of Virtual Urgent Care: Barriers, Motivations, and Implementation of Quality Measures

BACKGROUND

Experts estimate virtual urgent care programs could replace approximately 20% of current emergency department visits. In the absence of widespread quality guidance to programs or quality reporting from these programs, little is known about the state of virtual urgent care quality monitoring initiatives.

OBJECTIVE

We sought to characterize ongoing quality monitoring initiatives among virtual urgent care programs.

APPROACH

Semi-structured interviews of virtual health and health system leaders were conducted using a pilot-tested interview guide to assess quality metrics captured related to care effectiveness and equity as well as programs' motivations for and barriers to quality measurement. We classified quality metrics according to the National Quality Forum Telehealth Measurement Framework. We developed a codebook from interview transcripts for qualitative analysis to classify motivations for and barriers to quality measurement.

KEY RESULTS

We contacted 13 individuals, and ultimately interviewed eight (response rate, 61.5%), representing eight unique virtual urgent care programs at primarily academic (6/8) and urban institutions (5/8). Most programs used quality metrics related to clinical and operational effectiveness (7/8). Only one program reported measuring a metric related to equity. Limited resources were most commonly cited by participants (6/8) as a barrier to quality monitoring.

CONCLUSIONS

We identified variation in quality measurement use and content by virtual urgent care programs. With the rapid growth in this approach to care delivery, more work is needed to identify optimal quality metrics. A standardized approach to quality measurement will be key to identifying variation in care and help focus quality improvement by virtual urgent care programs.

Feasibility of regional center telehealth visits utilizing a rural research network in people with Parkinson's disease

Background

Impaired motor and cognitive function can make travel cumbersome for People with Parkinson's disease (PwPD). Over 50% of PwPD cared for at the University of Arkansas for Medical Sciences (UAMS) Movement Disorders Clinic reside over 30 miles from Little Rock. Improving access to clinical care for PwPD is needed.

Objective

To explore the feasibility of remote clinic-to-clinic telehealth research visits for evaluation of multi-modal function in PwPD.

Methods

PwPD residing within 30 miles of a UAMS Regional health center were enrolled and clinic-to-clinic telehealth visits were performed. Motor and non-motor disease assessments were administered and quantified. Results were compared to participants who performed at-home telehealth visits using the same protocols during the height of the COVID pandemic.

Results

Compared to the at-home telehealth visit group (n = 50), the participants from regional centers (n = 13) had similar age and disease duration, but greater disease severity with higher total Unified Parkinson's disease rating scale scores (Z = -2.218, p = 0.027) and lower Montreal Cognitive Assessment scores (Z = -3.350, p < 0.001). Regional center participants had lower incomes (Pearson's chi = 21.3, p < 0.001), higher costs to attend visits (Pearson's chi = 16.1, p = 0.003), and lived in more socioeconomically disadvantaged neighborhoods (Z = -3.120, p = 0.002). Prior research participation was lower in the regional center group (Pearson's chi = 4.5, p = 0.034) but both groups indicated interest in future research participation.

Conclusions

Regional center research visits in PwPD in medically underserved areas are feasible and could help improve access to care and research participation in these traditionally underrepresented populations.

Factors Informing High-Risk Primary Care Patient Choice around Telehealth Use: a Framework

BACKGROUND

While telehealth's presence in post-pandemic primary care appears assured, its exact role remains unknown. Value-based care's expansion has heightened interest in telehealth's potential to improve uptake of preventive and chronic disease care, especially among high-risk primary care populations. Despite this, the pandemic underscored patients' diverse preferences around using telehealth. Understanding the factors underlying this population's preferences can inform future telehealth strategies.

OBJECTIVE

To describe the factors informing high-risk primary care patient choice of whether to pursue primary care via telehealth, in-office or to defer care altogether.

DESIGN

Qualitative, cross-sectional study utilizing semi-structured telephone interviews of a convenience sample of 29 primary care patients between July 13 and September 30, 2020.

PARTICIPANTS

Primary care patients at high risk of poor health outcomes and/or acute care utilization who were offered a follow-up primary care visit via audiovisual, audio-only or in-office modalities.

APPROACH

Responses were analyzed via grounded theory, using a constant comparison method to refine emerging categories, distinguish codes, and synthesize evolving themes.

KEY RESULTS

Of the 29 participants, 16 (55.2%) were female and 19 (65.5%) were Black; the mean age (SD) was 64.6 (11.1). Participants identified four themes influencing their choice of visit type: perceived utility (encapsulating clinical and non-clinical utility), underlying costs (in terms of time, money, effort, and safety), modifiers (e.g., participants' clinical situation, choice availability, decision phenotype), and drivers (inclusive of their background experiences and digital environment). The relationship of these themes is depicted in a novel framework of patient choice around telehealth use.

CONCLUSIONS

While visit utility and cost considerations are foundational to participants' decisions around whether to pursue care via telehealth, underappreciated modifiers and drivers often magnify or mitigate these considerations. Policymakers, payers, and health systems can leverage these factors to anticipate and enhance equitable high-value telehealth use in primary care settings among high-risk individuals.

Primary care nurse practitioner work environments and emergency department utilization among older adults with substance use disorders in rural areas

INTRODUCTION

The prevalence of substance use disorders (SUDs) is growing among older adults, and older adults in rural areas face disparities in access to SUD care. Rural older adults with SUDs commonly have comorbid chronic conditions that puts them at risk for frequent acute healthcare utilization. In rural areas, primary care for patients with SUDs are increasingly provided by nurse practitioners (NPs), and quality primary care services may decrease ED visits in this population. Yet, NP-delivered primary care for rural older adults with SUDs may be limited by work environment barriers, which include lack of support, autonomy, and visibility. This study assessed the relationship between the NP work environment and ED utilization among rural older adults with SUDs.

METHODS

This was a secondary analysis of cross-sectional data from a large survey of NPs in six U.S. states merged with Medicare claims. The study measured the NP work environment by the four subscales of the Nurse Practitioner Primary Care Organizational Climate Questionnaire (NP-PCOCQ), which measure 1) independent practice and support, 2) NP-physician relations, 3) NP-administration, and 4) professional visibility. Multilevel logistic regression models, adjusted for practice and patient covariates, assess the relationship between the NP work environment and all-cause ED use.

RESULTS

The sample included 1152 older adults with SUDs who received care at 126 rural NP primary care practices. NP independent practice and support at the practice was associated with 49 % lower odds of all-cause ED visits among older adults with SUDs. There were no relationships between the other NP-PCOCQ subscales and all-cause ED visits.

CONCLUSIONS

Organizational support for NP independent practice is associated with lower odds of all-cause ED utilization among rural older adults with SUDs. Practice administrators should ensure that NPs have access to support and resources to enhance their ability to care for rural older adults with SUDs. Ultimately, these practice changes could reduce ED utilization and health disparities in this population.

Meeting the needs of rural cancer patients in survivorship: Understanding the role of telehealth

OBJECTIVE

This study explores perceptions about the role of telehealth in providing health and supportive services to Australian rural/regional cancer patients and survivor during COVID-19 and the quality of these services to inform future practice.

DESIGN

Data were collected as part of a bi-annual survey on client satisfaction at a rural/regional community cancer wellness centre in Australia.

SETTINGS AND PARTICIPANTS

Rural/regional cancer patients and survivors (n = 66) completed an online survey.

MAIN OUTCOME MEASURES

The three main outcome measures were: (1) attitudes towards telehealth; (2) preference for future cancer support services; and (3) experiences with video/telehealth.

RESULTS

Younger participants were more likely to use allied health services via video/telehealth during COVID-19 than their older counterparts. The preferred format for cancer support services in future was face-to-face (59% for younger and 42% for older participants), telehealth (10% for both groups) and mixed (31% for younger and 48% for older participants).

CONCLUSIONS

Telehealth has benefits for the delivery of health and supportive services to rural/regional cancer patients and survivors. Nurses can play a key role in assessing the support needs of cancer survivors and facilitating strategies to ensure that survivors have the skills necessary to access telehealth support.

Adoption of virtual prenatal visits linked to recurrent virtual or forgone visits for postpartum care

BACKGROUND

To investigate the association between prenatal and postpartum visits, with a specific focus on the modality of these visits, and to assess whether barriers to virtual visits experienced during the prenatal period are linked to types of postpartum visits.

METHODS

The repeated cross-sectional study used the Pregnancy Risk Assessment Monitoring System from 2020 through 2021. Women who had prenatal visits and who also reported their postpartum visits were included (n = 11,258). The outcome was the modality of postpartum visits, and the key independent variable was virtual prenatal visit experience. Multinomial logistic regression analysis was performed to examine the relationship of postpartum visits with virtual prenatal visit experience.

RESULTS

Among those who had virtual prenatal visits, about one-third used virtual visits again for postpartum care. Individuals who had virtual prenatal visits showed greater odds of utilizing virtual visits (OR 8.54, 95%CI 7.05-10.35, p=<0.001) or no office visits (OR 1.61, 95%CI 1.25-2.07, p=<0.001) compared to in-person visits during the postpartum period. Women who reported a lack of virtual appointment availability (OR 0.58, 95%CI 0.40-0.86, P = 0.006) or cellular data (OR 0.18, 95%CI 0.05-0.68, p = 0.012) in their prenatal care had lower odds of virtual postpartum visits.

CONCLUSIONS

While virtual prenatal visits are linked to greater virtual visits for postpartum care, they are also associated with increased forgone care. The unavailability of virtual appointments and cellular data is a significant barrier to virtual visits. The findings provide practical implications for advancing equitable and sustainable care in a rapidly changing healthcare landscape.

The role of depression and anxiety symptom severity in remotely delivered mental health care

This study examined differences in mental health characteristics of Veterans who received VA Video Connect (VVC) or audio-only care during initial phases of the COVID-19 pandemic. A cohort of Veterans with primary diagnoses of depressive or anxiety disorders (diagnosed between March 2019 and February 2020) was identified, and data were obtained for Veterans who engaged in virtual care from April to December 2020. Two groups were created: Veterans receiving audio-only care (n = 161,071) and Veterans receiving two or more VVC visits (n = 84,505). Multiple logistic regression models examined symptom severity in the year before COVID as a predictor of treatment modality during COVID. Chi-square tests examined associations between modality and the number of assessments. Symptom severity as evaluated by the nine-item Patient Health Questionnaire and Generalized Anxiety Disorder-7 significantly predicted modality of encounters during the pandemic such that those who had moderate or severe symptoms prior to COVID-19 were more likely than those with low or no symptoms to have two or more VVC encounters during the pandemic. Of those who received VVC, 55.62% had no Patient Health Questionnaire-9 assessments compared to 68.96% of those who received audio-only. In the VVC group, 70.36% had no Generalized Anxiety Disorder-7 assessments compared to 81.02% in the audio-only group. Taken together, these findings suggest that VVC, when compared to audio-only, was used during the pandemic to reach Veterans with more severe mental health symptomatology and to engage in administration of measurement-based care. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Telehealth and Outcomes in Patients With Cancer: Data and Innovation

ABSTRACT

Despite that telehealth has been crucial to the delivery of oncology care during the COVID-19 pandemic, the impact of this care delivery mechanism on outcomes in cancer care has not been rigorously studied relative standard in-person care for patients with cancer. Patient-centered outcomes such as quality of life, patient satisfaction, and symptoms are important outcomes that have been the primary focus of many of the existing studies in this space, yet only a select few have evaluated overall survival and other objective efficacy endpoints. Studies have alluded to positive effects of telehealth on mitigating financial toxicity and enhancing cost-effective care delivery in oncology. Telehealth carries much potential for advancing care for patients with cancer, but future study should focus on additional efficacy endpoints, implementation, and ways to reduce disparities.

Federal telehealth policy changes during the COVID-19 public health emergency: Associations with telemental health use among rural and urban Medicare beneficiaries

PURPOSE

The COVID-19 public health emergency (PHE) led to increased mental health (MH) concerns among Medicare beneficiaries while inhibiting their access to MH services (MHS). To help address these problems, the federal government introduced temporary flexibilities permitting broader telehealth use in Medicare. This study compared rural versus urban patterns of change in telemental health (TMH) use among adult MHS users in fee-for-service Medicare from 2019 to 2020, when PHE-related telehealth expansions were enacted.

METHODS

In this cross-sectional investigation based on 2019-2020 Medicare claims data, we used chi-square tests, t-tests and adjusted logistic regression to explore how year (pre-PHE vs. PHE), rurality, and beneficiary characteristics were related to TMH use.

FINDINGS

From 2019 to 2020, the proportion of MHS users who used TMH rose from 4.8% to 51.9% among rural residents (p < 0.0001) and from 1.1% to 61.3% (p < 0.0001) among urban residents. Across study years, adjusted odds of TMH use grew more than 18-fold for rural MHS users (OR = 18.10, p < 0.001) and nearly 120-fold for their urban counterparts (OR = 119.75, p < 0.001). Among rural MHS users in 2020, adjusted odds of TMH use diminished with increasing age.

CONCLUSIONS

TMH mitigated PHE-related barriers to MHS access for rural and urban beneficiaries, but urban residents benefited disproportionately. Among rural beneficiaries, older age was related to lower TMH use. To avoid reinforcing existing MHS access disparities, policies must address factors limiting TMH use among rural beneficiaries, especially those over 75 and those from historically underserved communities.

Individual- and Neighborhood-Level Disparities in Audio-Only Telemedicine Utilization Across a Large Academic Health System

Introduction: The objective of this study was to understand whether use of audio-only telemedicine visits differed by individual- and neighborhood-level patient characteristics during the COVID-19 pandemic. Methods: We conducted a retrospective cross-sectional study of telemedicine encounter data from a large academic health system. The primary outcome was rate of audio-only versus video visits. The exposures of interest were individual- (age, race, insurance, preferred language) and neighborhood-level (Social Deprivation Index [SDI]) patient characteristics. Results: Our study included 1,054,465 patient encounters from January 1, 2020 to December 31, 2021, of which 18.33% were completed via audio-only. Encounters among adults 75 years or older, Black patients, Spanish-speakers, and those with public insurance were more frequently conducted by audio-only (p < 0.001). Overall, populations showed decreasing rates of audio-only visits over time. We also observed an increase in the rate of audio-only encounters as SDI scores increased. Discussion: We found that audio-only disparities exist in telemedicine utilization by individual and zip code level characteristics. Though these disparities have improved over time as seen by our temporal analysis, marginalized and minority groups still showed the lowest rates of video utilization. In conclusion, access to audio-only care is a critical component to ensure that telemedicine is accessible to all populations. State and federal policy should support continued reimbursement of audio-only care to ensure equitable access to care while the implications of different care modalities are further studied.

Drivers of telemedicine in primary care clinics at a large academic medical centre

BACKGROUND

COVID-19 disrupted healthcare routines and prompted rapid telemedicine implementation. We investigated the drivers of visit modality selection (telemedicine versus in-person) in primary care clinics at an academic medical centre.

METHODS

We used electronic medical record data from March 2020 to May 2022 from 13 primary care clinics (N = 21,031 new, N = 207,292 return visits), with 55% overall telemedicine use. Hierarchical logistic regression and cross-validation methods were used to estimate the variation in visit modality explained by the patient, clinician and visit factors as measured by the mean-test area under the curve (AUC).

RESULTS

There was significant variation in telemedicine use across clinicians (ranging from 0-100%) for the same visit diagnosis. The strongest predictors of telemedicine were the clinician seen for new visits (mean AUC of 0.79) and the primary visit diagnosis for return visits (0.77). Models based on all patient characteristics combined accounted for relatively little variation in modality selection, 0.54 for new and 0.58 for return visits, respectively. Amongst patient characteristics, males, patients over 65 years, Asians and patient's with non-English language preferences used less telemedicine; however, those using interpreter services used significantly more telemedicine.

CONCLUSION

Clinician seen and primary visit diagnoses were the best predictors of visit modality. The distinction between new and return visits and the minimal impact of patient characteristics on visit modality highlights the complexity of clinical care and warrants research approaches that go beyond linear models to uncover the emergent causal effects of specific technology features mediated by tasks, people and organisations.

Rural, Regional, Racial Disparities in Telemedicine Use During the COVID-19 Pandemic Among US Adults: 2021 National Health Interview Survey (NHIS)

Objective

The primary objective of this study is to conduct a comparative analysis of telemedicine utilization patterns among adult populations residing in both rural and urban areas and evaluate the probability of telemedicine adoption among adults dwelling in both rural and urban areas amid the backdrop of the COVID-19 pandemic.

Methods

Our study has attained sample populations (n = 279,260, National Weighted Estimates = 2,391,188,373) through the secondary analysis of the National Health Interview Survey (NHIS) for the year 2021. We examined the relationship between the rural, regional, and racial variables using chi-square tests and binary logistic regression associated with telemedicine use in our multivariable analysis.

Results

Telemedicine use by population decreased with decreasing urbanization level, from 40.2% among adults living in large central metropolitan to 29.7% among adults living in rural area (p<0.0001). Regarding household income, adults with 400% or more of the federal poverty level (FPL) were significantly more likely to use telemedicine than adults with less than 100% of the FPL. Females were more likely than males to utilize telemedicine. In terms of region, adults living in the West were 1.25 times more likely to use telemedicine than adults living in the Northeast, and minority race/ethnicity groups (eg, Non-Hispanic Black, Hispanic, and other) are less likely to use the telemedicine rather than Non-Hispanic White.

Conclusion

Health equity is attained when all demographic groups enjoy uniform access to healthcare services, but disparities emerge when there are discernible variations in access to treatment. Considering this study's findings, it becomes evident that the distinctions in poverty rates, median income levels, and healthcare utilization patterns across racial and regional lines may serve as indicators of potential health equity concerns.

Improving older adults' telehealth through a novel community-academic partnership: Preliminary data

BACKGROUND

The COVID-19 pandemic increased the use of telehealth, which posed unique challenges for the provision of care to older adults who face numerous barriers to accessing and using technology. To improve older adults' online health-related abilities, the UCSF Geriatrics Workforce Enhancement Program (UCSF-GWEP) partnered with Little Brothers Friends of the Elderly-San Francisco (LBFE-SF) to develop a model telehealth training intervention.

METHODS

LBFE-SF recruited older adults from their members with wi-fi and paired each one with a new device and volunteer trainer to cover seven lessons and four key tasks (emailing providers, video visits, accessing health information, and using patient portals). Older adults completed surveys to self-assess their skill level after training, and their confidence before, immediately after, and 3 months post training. A subset of trainees were also interviewed about their program goals and experiences. UCSF-GWEP conducted statistical analyses of survey data, and coded interview transcripts to identify aspects of the model supportive to learning and success.

RESULTS

Of 43 participants, 31 completed training. Their median age was 75; 48% were non-white; 45% had no more than a high school education; and 63% reported yearly income below U.S. $20,000. Three months after completing the program, more than 50% of trainees reported that they needed little or no help performing all four key tasks, and confidence with video visits, online searches, and patient portals showed significant improvement. Additionally, in interviews participants reported improved health, social benefits, and explained that learning was facilitated by self-pacing, repetition, and longitudinal support from volunteer trainers.

CONCLUSIONS

Older adults with various barriers to learning technology showed online independence and increased confidence with some telehealth tasks after a novel training intervention. Key characteristics of the model included a tablet device, one-on-one longitudinal support from volunteers, comprehensive learning materials, and community-academic partnership.

Characteristics and perceptions of utilising telehealth for predominantly middle-aged to older, metropolitan-based general medical patients

BACKGROUND

Effective post-pandemic telehealth (TH) requires understanding patients' characteristics and perceptions, which have not been established in broader clinical services and are independent of TH appointments.

AIMS

To understand medical patients' characteristics and perspectives on using TH.

METHODS

General medical patients in a statewide tertiary hospital in Victoria, Australia received a de-identified survey independent of TH appointments during visits between July and November 2020. Patients' characteristics, access to devices enabling TH, knowledge of TH and willingness to use TH were analysed with descriptive statistics.

RESULTS

Of 1600 patients, 754 (46.4% female, aged 72.0 years [59.0-83.0]) were able to complete the survey. The majority lived in metropolitan areas (74.4%), owned at least one TH device (98.1%) and had internet access at home (55.6%). About 52.7% of patients were comfortable with their devices, and 43.5% had successfully used TH. Although patients preferred face-to-face appointments (80.8%) and 41.4% agreed TH would be as good as in-person appointments, 63.9% were interested in future TH appointments. Patients preferring face-to-face appointments were older (P = 0.008) and had lower education levels (P = 0.010), whereas patients preferring TH had video TH devices (P < 0.05), were comfortable with their devices (P = 0.002) and were willing to use TH (P < 0.05). TH cost saving was parking AU$10.0 [0.0-15.0], driving AU$5.8 [4.5-19.9], public transport AU$8.00 [5.0-10.0], taxis AU$30.00 [15.0-50.0] and time AU$153.2 [76.6-153.2].

CONCLUSION

From predominantly middle-aged to older, metropolitan-based general medical patients completing the survey, most patienpreferred face-to-face appointments to TH. Health services should subsidise those in need of TH and target the patients' barriers to effective TH use.

Racial Differences in Patient-Reported Access to Telehealth: An Important and Unmeasured Social Determinant of Health

PURPOSE

The COVID-19 pandemic expanded opportunities for remote oncology telehealth visits. However, reliable internet connectivity, digital literacy, and patient comfort with virtual medical visits may differ among patients, especially socially disadvantaged groups. The primary aim of this study was to identify barriers that might limit access to telehealth video services.

METHODS

First, retrospective analysis was performed of composite administrative data of all patient visits to a large regional cancer center during the pandemic (March 2020 to April 2022). Second, a prospective, cross-sectional study was conducted of patients with known or suspected malignancy over a 6-month period (November 2021 to April 2022). A survey regarding video telehealth accessibility was verbally administered to patients at their clinic visit.

RESULTS

Administrative data demonstrated that although Black patients comprised 43% (n = 9,021) of all patient visits (n = 20,953), the proportion of telehealth visits conducted among Black patients was significantly lower compared with White patients (29% v 71%; P < .0001). Of the prospective, cross-sectional study cohort (n = 148), 51.4% of patients (n = 76) were Black, 38.5% (n = 57) resided in a rural county, and 8.1% (n = 12) were Medicaid-insured. Black participants were more likely to self-report lack of internet access (73.7% v 90.4%; P < .01) and were less likely to report having access to or actively using a patient portal (29.0% v 47.2%; P < .001) compared with White patients. The independent association of race and internet access (P < .05) and patient portal use (P = .001) persisted after multivariable analysis.

CONCLUSION

Black patients disproportionately underparticipated in telehealth visits, suggesting underlying structural disparities in access to digital care. A greater proportion of Black participants self-reported lack of internet access and access to a patient portal compared with White patients. Ensuring equal internet access and digital literacy will be critical to reduce disparities in cancer care among racial minorities.

Structural Racism and Lessons Not Heard: A Rapid Review of the Telepsychiatry Literature During the COVID-19 Public Health Emergency

Objective: To assess the extent to which articles examining telepsychiatry after the start of the COVID-19 pandemic provided racial and sociodemographic characteristics for people receiving audiovisual (video) versus audio-only telepsychiatry.

Data Sources, Study Selection, and Data Extraction: We employed the keyword telepsychiatry and screened all peer-reviewed articles in PubMed published from March 1, 2020, until November 23, 2022, prior to the federal government's announcement of the impending end to the COVID-19 public health emergency. We retrieved and reviewed the full-text articles of 553 results for potential inclusion, of which 266 were original research articles.

Results: We found that 106 of 553 articles had any mention of differences between audio-only and audiovisual telepsychiatry. Twenty-nine of 553 articles described potential socioeconomic differences in the distribution of people receiving audio-only versus audiovisual telepsychiatry, and 20 of 553 described potential racial/ethnic differences. Among research articles, most (213/266) did not differentiate between videoconferencing and audio-only/telephone-based telehealth services. A total of 4 research articles provided racial and sociodemographic characteristics of individuals who received audio-only versus audiovisual telepsychiatry services during the COVID-19 pandemic, all of which were conducted in relatively small regional samples that could not be generalized to the US as a whole.

Conclusions: Overall, this analysis underscores that empirical data are lacking on racial and sociodemographic distribution of audio-only versus audiovisual telepsychiatry services since the COVID-19 pandemic.

Prim Care Companion CNS Disord 2023;25(6):23r03563.

Author affiliations are listed at the end of this article.

Variation in telehealth use for endocrine care: Patterns and predictors under the "new normal"

INTRODUCTION

Use of telehealth for outpatient endocrine care remains common since onset of the COVID-19 pandemic, though the context for its use has matured. We aimed to describe the variation in telehealth use for outpatient endocrine visits under these "new normal" conditions and examine the patient, clinician-, and organization-level factors predicting use.

METHODS

Retrospective cross-sectional study using data from the U.S. Department of Veterans Affairs (VA) Corporate Data Warehouse on 167,017 endocrine visits conducted between 3/9/21 and 3/8/22. We used mixed effects logistic regression models to examine 1) use of telehealth vs. in-person care among all visits and 2) use of telephone vs. video among the subsample of telehealth visits.

RESULTS

Visits were in person (58%), by telephone (29%), or by video (13%). Unique variability in telehealth use at each level of the analysis was 56% patient visit, 24% clinician, 18% facility. The strongest predictors were visit type (first vs. follow up) and clinician and facility characteristics. Among telehealth visits, unique variability in telephone (vs. video) use at each level was 44% patient visit, 24% clinician, 26% facility. The strongest predictors of telephone vs. video were visit type, patient age, and percent of the facility's population that was rural.

CONCLUSIONS

We found wide variation in use of telehealth for endocrinology under the "new normal". Future research should examine clinician and facility factors driving variation, as many may be amenable to influence by clinical leaders and leveraged to enhance the availability of telehealth for all clinically appropriate patients.

Maintaining High-Touch in High-Tech Digital Health Monitoring and Multi-Omics Prognostication: Ethical, Equity, and Societal Considerations in Precision Health for Palliative Care

Advances in digital health, systems biology, environmental monitoring, and artificial intelligence (AI) continue to revolutionize health care, ushering a precision health future. More than disease treatment and prevention, precision health aims at maintaining good health throughout the lifespan. However, how can precision health impact care for people with a terminal or life-limiting condition? We examine here the ethical, equity, and societal/relational implications of two precision health modalities, (1) integrated systems biology/multi-omics analysis for disease prognostication and (2) digital health technologies for health status monitoring and communication. We focus on three main ethical and societal considerations: benefits and risks associated with integration of these modalities into the palliative care system; inclusion of underrepresented and marginalized groups in technology development and deployment; and the impact of high-tech modalities on palliative care's highly personalized and "high-touch" practice. We conclude with 10 recommendations for ensuring that precision health technologies, such as multi-omics prognostication and digital health monitoring, for palliative care are developed, tested, and implemented ethically, inclusively, and equitably.