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Adler-Milstein J, Gopalan A, Huang J, Toretsky C, Reed M. Patterns of Telemedicine Use in Primary Care for People with Dementia in the Post-pandemic Period. J Gen Intern Med 2024:10.1007/s11606-024-08836-1. [PMID: 39046633 DOI: 10.1007/s11606-024-08836-1] [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: 01/19/2024] [Accepted: 05/21/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND The pandemic rapidly expanded telemedicine, which has persisted as a widely available primary care modality. The uptake of telemedicine among people with dementia specifically in the primary care setting, who have more complex care needs but also benefit from more accessible primary care, is unknown. OBJECTIVE Among people with dementia, assess uptake of telemedicine-based primary care in the post-pandemic period and determine associations with key socio-demographic characteristics. DESIGN Retrospective observational study. SUBJECTS People with dementia at UCSF and Kaiser Permanente Northern CA (KPNC) with at least one primary care encounter in pre- (3/1/2019-2/29/2020) or post-COVID (3/1/2021-2/28/2022) periods, post-COVID sample: N= 419 individuals (UCSF), N=18,037 (KPNC). MAIN MEASURES Encounter modality: in-person, video telemedicine, or telephone telemedicine. Focal socio-demographic characteristics: age, limited English proficiency, socioeconomic status, driving distance to clinic, and caregiver at encounter. KEY RESULTS There was a large increase in telemedicine among people with dementia in the post-pandemic period at both sites. At KPNC, those with only in-person primary care visits shrunk from 60.47% (pre) to 26.95% (post). At UCSF, the change was even greater: 98.99% to 35.08%. Across both sites, the only measure significantly associated with use of telemedicine was greater driving distance from home to clinic. At KPNC, those over age 90 were most likely to use telemedicine while patients with limited English proficiency and those with a caregiver at the encounter used telemedicine at lower levels. The relationships were similar at UCSF but not statistically significant. CONCLUSIONS Telemedicine use is high for people with dementia in the primary care setting in the post-pandemic period. Those with longer drives to clinic and the oldest patients were most likely to use telemedicine, likely due to challenges traveling to appointments. Still, not all people with dementia used telemedicine equally-particularly those with limited English proficiency.
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Affiliation(s)
- Julia Adler-Milstein
- Center for Clinical Informatics and Improvement Research, Department of Medicine, University of California, San Francisco, CA, USA.
| | - Anjali Gopalan
- Kaiser Permanente Northern California (KPNC) Division of Research, Oakland, CA, USA
| | - Jie Huang
- Kaiser Permanente Northern California (KPNC) Division of Research, Oakland, CA, USA
| | - Christopher Toretsky
- Center for Clinical Informatics and Improvement Research, Department of Medicine, University of California, San Francisco, CA, USA
| | - Mary Reed
- Kaiser Permanente Northern California (KPNC) Division of Research, Oakland, CA, USA
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Srichan C, Danvirutai P, Boonsim N, Namvong A, Surawanitkun C, Ritsongmuang C, Siritaratiwat A, Anutrakulchai S. Non-Invasive Sensors Integration for NCDs with AIoT Based Telemedicine System. SENSORS (BASEL, SWITZERLAND) 2024; 24:4431. [PMID: 39065830 PMCID: PMC11281239 DOI: 10.3390/s24144431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/30/2024] [Accepted: 07/06/2024] [Indexed: 07/28/2024]
Abstract
Thailand's hospitals face overcrowding, particularly with non-communicable disease (NCD) patients, due to a doctor shortage and an aging population. Most literature showed implementation merely on web or mobile application to teleconsult with physicians. Instead, in this work, we developed and implemented a telemedicine health kiosk system embedded with non-invasive biosensors and time-series predictors to improve NCD indicators over an eight-month period. Two cohorts were randomly selected: a control group with usual care and a telemedicine-using group. The telemedicine-using group showed significant improvements in average fasting blood glucose (148 to 130 mg/dL) and systolic blood pressure (152 to 138 mmHg). Data mining with the Apriori algorithm revealed correlations between diseases, occupations, and environmental factors, informing public health policies. Communication between kiosks and servers used LoRa, 5G, and IEEE802.11, which are selected based on the distance and signal availability. The results support telemedicine kiosks as effective for NCD management, significantly improving key NCD indicators, average blood glucose, and blood pressure.
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Affiliation(s)
- Chavis Srichan
- Faculty of Engineering, Khon Kaen University, Khon Kaen 40002, Thailand;
| | - Pobporn Danvirutai
- Chronic Kidney Disease Prevention in Northeast Thailand, Khon Kaen University, Khon Kaen 40002, Thailand; (P.D.); (S.A.)
| | - Noppakun Boonsim
- Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand; (N.B.); (A.N.); (C.S.)
| | - Ariya Namvong
- Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand; (N.B.); (A.N.); (C.S.)
- Center of Multidisciplinary Innovation Network Talent (MINT Center), Department of Technology and Engineering, Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand
| | - Chayada Surawanitkun
- Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand; (N.B.); (A.N.); (C.S.)
- Center of Multidisciplinary Innovation Network Talent (MINT Center), Department of Technology and Engineering, Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai 43000, Thailand
| | | | | | - Sirirat Anutrakulchai
- Chronic Kidney Disease Prevention in Northeast Thailand, Khon Kaen University, Khon Kaen 40002, Thailand; (P.D.); (S.A.)
- Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
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Gago C, De Leon E, Mandal S, de la Calle F, Garcia M, Colella D, Dapkins I, Schoenthaler A. "Hypertension is such a difficult disease to manage": federally qualified health center staff- and leadership-perceived readiness to implement a technology-facilitated team-based hypertension model. Implement Sci Commun 2024; 5:49. [PMID: 38698497 PMCID: PMC11067286 DOI: 10.1186/s43058-024-00587-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 04/25/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Despite decades of evidence demonstrating the efficacy of hypertension care delivery in reducing morbidity and mortality, a majority of hypertension cases remain uncontrolled. There is an urgent need to elucidate and address multilevel facilitators and barriers clinical staff face in delivering evidence-based hypertension care, patients face in accessing it, and clinical systems face in sustaining it. Through a rigorous pre-implementation evaluation, we aimed to identify facilitators and barriers bearing the potential to affect the planned implementation of a multilevel technology-facilitated hypertension management trial across six primary care sites in a large federally qualified health center (FQHC) in New York City. METHODS During a dedicated pre-implementation period (3-9 months/site, 2021-2022), a capacity assessment was conducted by trained practice facilitators, including (1) online anonymous surveys (n = 124; 70.5% of eligible), (2) hypertension training analytics (n = 69; 94.5% of assigned), and (3) audio-recorded semi-structured interviews (n = 67; 48.6% of eligible) with FQHC leadership and staff. Surveys measured staff sociodemographic characteristics, adaptive reserve, evidence-based practice attitudes, and implementation leadership scores via validated scales. Training analytics, derived from end-of-course quizzes, included mean score and number attempts needed to pass. Interviews assessed staff-reported facilitators and barriers to current hypertension care delivery and uptake; following audio transcription, trained qualitative researchers employed a deductive coding approach, informed by the Consolidated Framework for Implementation Research (CFIR). RESULTS Most survey respondents reported moderate adaptive reserve (mean = 0.7, range = 0-1), evidence-based practice attitudes (mean = 2.7, range = 0-4), and implementation leadership (mean = 2.5, range = 0-4). Most staff passed training courses on first attempt and demonstrated high scores (means > 80%). Findings from interviews identified potential facilitators and barriers to implementation; specifically, staff reported that complex barriers to hypertension care, control, and clinical communication exist; there is a recognized need to improve hypertension care; in-clinic challenges with digital tool access imposes workflow delays; and despite high patient loads, staff are motivated to provide high-quality cares. CONCLUSIONS This study serves as one of the first to apply the CFIR to a rigorous pre-implementation evaluation within the understudied context of a FQHC and can serve as a model for similar trials seeking to identify and address contextual factors known to impact implementation success. TRIAL REGISTRATION ClinicalTrials.gov NCT03713515 , date of registration: October 19, 2018.
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Affiliation(s)
- Cristina Gago
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA.
| | - Elaine De Leon
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Soumik Mandal
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Franze de la Calle
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Masiel Garcia
- Family Health Centers at NYU Langone, Brooklyn, NY, USA
| | | | - Isaac Dapkins
- Family Health Centers at NYU Langone, Brooklyn, NY, USA
| | - Antoinette Schoenthaler
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
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Tierney AA, Mosqueda M, Cesena G, Frehn JL, Payán DD, Rodriguez HP. Telemedicine Implementation for Safety Net Populations: A Systematic Review. Telemed J E Health 2024; 30:622-641. [PMID: 37707997 PMCID: PMC10924064 DOI: 10.1089/tmj.2023.0260] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 09/16/2023] Open
Abstract
Background: Telemedicine systems were rapidly implemented in response to COVID-19. However, little is known about their effectiveness, acceptability, and sustainability for safety net populations. This study systematically reviewed primary care telemedicine implementation and effectiveness in safety net settings. Methods: We searched PubMed for peer-reviewed articles on telemedicine implementation from 2013 to 2021. The search was done between June and December 2021. Included articles focused on health care organizations that primarily serve low-income and/or rural populations in the United States. We screened 244 articles from an initial search of 343 articles and extracted and analyzed data from N = 45 articles. Results: Nine (20%) of 45 articles were randomized controlled trials. N = 22 reported findings for at least one marginalized group (i.e., racial/ethnic minority, 65 years+, limited English proficiency). Only n = 19 (42%) included African American/Black patients in demographics descriptions, n = 14 (31%) LatinX/Hispanic patients, n = 4 (9%) Asian patients, n = 4 (9%) patients aged 65+ years, and n = 4 (9%) patients with limited English proficiency. Results show telemedicine can provide high-quality primary care that is more accessible and affordable. Fifteen studies assessed barriers and facilitators to telemedicine implementation. Common barriers were billing/administrative workflow disruption (n = 9, 20%), broadband access/quality (n = 5, 11%), and patient preference for in-person care (n = 4, 9%). Facilitators included efficiency gains (n = 6, 13%), patient acceptance (n = 3, 7%), and enhanced access (n = 3, 7%). Conclusions: Telemedicine is an acceptable care modality to deliver primary care in safety net settings. Future studies should compare telemedicine and in-person care quality and test strategies to improve telemedicine implementation in safety net settings.
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Affiliation(s)
- Aaron A. Tierney
- Department of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Mariana Mosqueda
- Department of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Gabriel Cesena
- Department of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Jennifer L. Frehn
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
| | - Denise D. Payán
- Department of Health, Society, and Behavior, University of California, Irvine, Irvine, California, USA
| | - Hector P. Rodriguez
- Department of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, California, USA
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Thawani SP, Minen MT, Grossman SN, Friedman S, Bhatt JM, Foo FYA, Torres DM, Weinberg HJ, Kim NH, Levitan V, Cardiel MI, Zakin E, Conway JM, Kurzweil AM, Hasanaj L, Stainman RS, Seixas A, Galetta SL, Balcer LJ, Busis NA. A Comparison of Patients' and Neurologists' Assessments of their Teleneurology Encounter: A Cross-Sectional Analysis. Telemed J E Health 2024; 30:841-849. [PMID: 37624656 DOI: 10.1089/tmj.2023.0168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2023] Open
Abstract
Background and Objectives: To better understand patients' and neurologists' assessments of their experiences regarding effectiveness of teleneurology encounters. Methods: Following an audio-video telehealth visit, neurologists asked patients to participate in a survey-based research study about the encounter, and then, the neurologists also recorded their own evaluations. Data were analyzed using standard quantitative and qualitative techniques for dichotomous and ordered-category survey responses in this cross-sectional analysis. Results: The study included unique encounters between 187 patients and 11 general neurologists. The mean patient age was 49 ± 17.5 years. Two thirds of the patients (66.8%, 125/187) were female. One third (33.2%; 62) were patients new to the NYU Langone Health neurology practices. The most common patient chief complaints were headache (69/187, 36.9%), focal and generalized numbness or tingling (21, 11.2%), memory difficulty (15, 8%), spine-related symptoms (12, 6.4%), and vertigo (11, 5.9%). Most patients (94.7%, 177/187) reported that the teleneurology encounter satisfied their needs. Patients and their neurologists agreed that the experience was effective in 91% (162/178) of encounters, regardless of whether the visit was for a new or established patient visit. Discussion: More than 90% of new and established patients and their neurologists agreed that teleneurology encounters were effective despite some limitations of the examination, the occasional need for patient assistance, and technical difficulties. Our results provide further evidence to justify and to expand the clinical use of teleneurology.
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Affiliation(s)
- Sujata P Thawani
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Mia T Minen
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Scott N Grossman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Steven Friedman
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
| | - Jaydeep M Bhatt
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Farng-Yang A Foo
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Daniel M Torres
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Harold J Weinberg
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Nina H Kim
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Valeriya Levitan
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Myrna I Cardiel
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Elina Zakin
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Jenna M Conway
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Arielle M Kurzweil
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Lisena Hasanaj
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Rebecca S Stainman
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
| | - Azizi Seixas
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Informatics and Health Data Science, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Steven L Galetta
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Laura J Balcer
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
- Department of Population Health, NYU Grossman School of Medicine, New York, New York, USA
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, New York, USA
| | - Neil A Busis
- Department of Neurology, NYU Grossman School of Medicine, New York, New York, USA
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Tierney AA, Brown TT, Aguilera A, Shortell SM, Rodriguez HP. Conjoint Analysis of Telemedicine Preferences for Hypertension Management Among Adult Patients. Telemed J E Health 2024; 30:692-704. [PMID: 37843962 PMCID: PMC10924055 DOI: 10.1089/tmj.2023.0254] [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] [Received: 05/16/2023] [Revised: 08/03/2023] [Accepted: 08/04/2023] [Indexed: 10/18/2023] Open
Abstract
Background: Telemedicine has been differentially utilized by different demographic groups during COVID-19, exacerbating inequities in health care. We conducted conjoint and latent class analyses to understand factors that shape patient preferences for hypertension management telemedicine appointments. Methods: We surveyed 320 adults, oversampling participants from households that earned <$50K per year (77.2%) and speak a language other than English at home (68.8%). We asked them to choose among 2 hypothetical appointments through 12 conjoint tasks measuring 6 attributes. Individual utilities for attributes were constructed using logit estimation, and latent classes were identified and compared by demographic and clinical characteristics. Results: Respondents preferred in-person visits (0.353, standard error [SE] = 0.039) and video appointments conducted through a secure patient portal (0.002, SE = 0.040). Respondents also preferred seeing a clinician with whom they have an established relationship (0.168, SE = 0.021). We found four latent classes: "in-person" (26.5% of participants) who strongly weighted in-person appointments, "cost conscious" (8.1%) who prioritized the lowest copay ($0 to $10), "expedited" (19.7%) who prioritized getting the earliest appointment possible (same/next day or at least within the next week), and "comprehensive" (45.6%) who had preferences for in-person care and telemedicine appointments through a secure portal, low copayments, and the ability to see a familiar clinician. Conclusions: Appointment preferences for hypertension management can be segmented into four groups that prioritize (1) in-person care, (2) low copayments, (3) expedited care, and (4) balanced preferences for in-person and telemedicine appointments. Evidence is needed to clarify whether aligning appointment offerings with patients' preferences can improve care quality, equity, and efficiency.
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Affiliation(s)
- Aaron A. Tierney
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Timothy T. Brown
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Adrian Aguilera
- School of Social Welfare, University of California, Berkeley, Berkeley, California, USA
| | - Stephen M. Shortell
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Hector P. Rodriguez
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
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Wang CP, Mkuu R, Andreadis K, Muellers KA, Ancker JS, Horowitz C, Kaushal R, Lin JJ. Examining and Addressing Telemedicine Disparities Through the Lens of the Social Determinants of Health: A Qualitative Study of Patient and Provider During the COVID-19 Pandemic. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2024; 2023:1287-1296. [PMID: 38222380 PMCID: PMC10785927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
Abstract
Accelerated use of telemedicine during the COVID-19 pandemic enabled uninterrupted healthcare delivery while unmasking care disparities for several vulnerable communities. The social determinants of health (SDOH) serve as a critical model for understanding how the circumstances in which people are born, work, and live impact health outcomes. We performed semi-structured interviews to understand patients and providers' experiences with telemedicine encounters during the COVID-19 pandemic. Through a deductive approach, we applied the SDOH to determine telemedicine's role and impact within this framework. Overall, patient and provider interviews supported the use of existing SDOH domains to describe disparities in Internet access and telemedicine use, rather than reframing technology as a sixth SDOH. In order to mitigate the digital divide, we identify and propose solutions that address SDOH-related barriers that shape the use of health information technologies.
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Affiliation(s)
| | | | - Katerina Andreadis
- NYU Grossman School of Medicine, New York City, NY
- Weill Cornell Medicine, New York City, NY
| | - Kimberly A Muellers
- Icahn School of Medicine at Mount Sinai, New York City, NY
- Pace University, New York City, NY
| | | | - Carol Horowitz
- Icahn School of Medicine at Mount Sinai, New York City, NY
| | | | - Jenny J Lin
- Icahn School of Medicine at Mount Sinai, New York City, NY
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Cook N, McGrath BM, Navale SM, Koroukian SM, Templeton AR, Crocker LC, Zyzanski SJ, Bensken WP, Stange KC. Care Delivery in Community Health Centers Before, During, and After the COVID-19 Pandemic (2019-2022). J Am Board Fam Med 2024; 36:916-926. [PMID: 37857445 PMCID: PMC10843627 DOI: 10.3122/jabfm.2023.230081r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/21/2023] [Accepted: 06/26/2023] [Indexed: 10/21/2023] Open
Abstract
INTRODUCTION Health centers provide primary and behavioral health care to the nation's safety net population. Many health centers served on the frontlines of the COVID-19 pandemic, which brought major changes to health center care delivery. OBJECTIVE To elucidate primary care and behavioral health service delivery patterns in health centers before and during the COVID-19 public health emergency (PHE). METHODS We compared annual and monthly patients from 2019 to 2022 for new and established patients by visit type (primary care, behavioral health) and encounter visits by modality (in-person, telehealth) across 218 health centers in 13 states. RESULTS There were 1581,744 unique patients in the sample, most from health disparate populations. Review of primary care data over 4 years show that health centers served fewer pediatric patients over time, while retaining the capacity to provide to patients 65+. Monthly data on encounters highlights that the initial shift in March/April 2020 to telehealth was not sustained and that in-person visits rose steadily after November/December 2020 to return as the predominant care delivery mode. With regards to behavioral health, health centers continued to provide care to established patients throughout the PHE, while serving fewer new patients over time. In contrast to primary care, after initial uptake of telehealth in March/April 2020, telehealth encounters remained the predominant care delivery mode through 2022. CONCLUSION Four years of data demonstrate how COVID-19 impacted delivery of primary care and behavioral health care for patients, highlighting gaps in pediatric care delivery and trends in telehealth over time.
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Affiliation(s)
- Nicole Cook
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS).
| | - Brenda M McGrath
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Suparna M Navale
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Siran M Koroukian
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Anna R Templeton
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Laura C Crocker
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Stephen J Zyzanski
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Wyatt P Bensken
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
| | - Kurt C Stange
- From the OCHIN, Inc., Portland, OR (NC, BMM, SMN, ART, LCC, WPB, KCS); Case Western Reserve University, Cleveland, OH (SMK, SJZ, KCS)
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9
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Aijaz M, Lewis VA, Murray GF. Advancing equity in challenging times: A qualitative study of telehealth expansion and changing patient-provider relationships in primary care settings during the COVID-19 pandemic. Digit Health 2024; 10:20552076241233148. [PMID: 38434791 PMCID: PMC10906055 DOI: 10.1177/20552076241233148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 01/31/2024] [Indexed: 03/05/2024] Open
Abstract
Objective The patient-provider relationship is critical for achieving high-quality care and better health outcomes. During the COVID-19 pandemic, primary care practices rapidly transitioned to telehealth. While telehealth provided critical access to services for many, not all patients could optimally utilize it, raising concerns about its potential to exacerbate inequities in patient-provider relationships. We investigated technical and workforce-related barriers to accessing telehealth and the impacts on patient-provider relationships for vulnerable populations. Methods Qualitative, semi-structured interviews from May 2021 to August 2021 with 31 individuals (medical directors, physicians, and medical assistants) working at 20 primary care practices in Massachusetts, North Carolina, and Texas. Thematic analysis to better understand how barriers to using telehealth complicated patient-provider relationships. Results Interviewees shared challenges for providers and patients that had a negative effect on patient-provider relationships, particularly for vulnerable patients, including older adults, lower socio-economic status patients, and those with limited English proficiency. Providers faced logistical challenges and disruptions in team-based care, reducing care coordination. Patients experienced technological challenges that made accessing and engaging in telehealth difficult. Interviewees shared challenges for patient-provider relationships as commonly used telephone-only telehealth reduced channels for non-verbal communication. Conclusion This study indicates that barriers to virtual interaction with patients compared to in-person care likely led to weaker personal relationships that may have longer-term effects on engagement with and trust in the healthcare system, particularly among vulnerable patient groups. Additional support and resources should be available to primary care providers to optimize telehealth utilization.
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Affiliation(s)
- Monisa Aijaz
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Valerie A Lewis
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Genevra F Murray
- Department of Public Health Policy and Management, School of Global Public Health, New York University, New York, NY, USA
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Pack AP, Rusca P, Llaneza J, Wismer G, Huang W, Zuleta R, Bailey SC. Optimizing Telehealth Services: A Mixed-Methods Needs Assessment Conducted Among Community Health Center Patients. Med Care 2024; 62:30-36. [PMID: 37796220 PMCID: PMC10840924 DOI: 10.1097/mlr.0000000000001932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
BACKGROUND The COVID-19 pandemic increased telehealth services in federally funded community health centers (CHCs). Yet little is known about common determinants of use among CHC patients. OBJECTIVE We examined the use of telehealth among patient participants at 1 large CHC network providing care to underserved populations at urban and suburban sites in the Midwest. METHODS We conducted a mixed-methods study utilizing a sequential explanatory design. Participants were English and/or Spanish-speaking adults who attended ≥1 visits for themselves or their child over a 12-month period at any practice location. Research staff conducted a structured phone survey of eligible adults. The results subsequently facilitated purposive sampling of telehealth "users" and "nonusers" for qualitative phone interviews. RESULTS The survey participants included 500 adults. Most had access to the resources needed to utilize telehealth, including a smartphone (90.4%) and home internet (83.0%). About half (50.8%) "rarely or never" had problems with internet speed, reliability, or quality. Most (81.1%) were aware of the patient portal and 59.8% had utilized video visits. Participants who were Spanish-speaking and with limited English proficiency faced some of the greatest barriers. Qualitative interview participants included 12 users and 12 nonusers of telehealth. Users found telehealth convenient and efficient, while nonusers lacked awareness about how telehealth services could be beneficial or needed assistance to sign up, join, or use telehealth. CONCLUSIONS Most participants had the resources and awareness necessary to use telehealth services. Those who use them appreciate the convenience and efficiency. Nevertheless, additional support may be needed to prevent telehealth from exacerbating health inequities.
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Affiliation(s)
- Allison P. Pack
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Paula Rusca
- Erie Family Health Centers, Chicago, IL, USA
| | | | - Guisselle Wismer
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Wei Huang
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Rodolfo Zuleta
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Stacy C. Bailey
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Katz C, Robles N, Novillo-Ortiz D, Saigí-Rubió F. Selection of criteria for a telemedicine framework for designing, implementing, monitoring and evaluating telemedicine interventions: Validation using a modified Delphi process. Digit Health 2024; 10:20552076241251951. [PMID: 38726219 PMCID: PMC11080763 DOI: 10.1177/20552076241251951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/15/2024] [Indexed: 05/12/2024] Open
Abstract
Objectives The call to scale up telemedicine services globally as part of the digital health transformation lacks an agreed-upon set of constructs to guide the implementation process. A lack of guidance hinders the development, consolidation, sustainability and optimisation of telemedicine services. The study aims to reach consensus among telemedicine experts on a set of implementation constructs to be developed into an evidence-based support tool. Methods A modified Delphi study was conducted to evaluate a set of evidence-informed telemedicine implementation constructs comprising cores, domains and items. The study evaluated the constructs consisting of five cores: Assessment of the Current Situation, Development of a Telemedicine Strategy, Development of Organisational Changes, Development of a Telemedicine Service, and Monitoring, Evaluation and Optimisation of Telemedicine Implementation; seven domains: Individual Readiness, Organisational Readiness, Clinical, Economic, Technological and Infrastructure, Regulation, and Monitoring, Evaluation and Optimisation; divided into 53 items. Global telemedicine specialists (n = 247) were invited to participate and evaluate 58 questions. Consensus was set at ≥70%. Results Forty-five experts completed the survey. Consensus was reached on 78% of the constructs evaluated. Regarding the core constructs, Monitoring, Evaluation and Optimisation of Telemedicine Implementation was determined to be the most important one, and Development of a Telemedicine Strategy the least. As for the domains, the Clinical one had the highest level of consensus, and the Economic one had the lowest. Conclusions This research advances the field of telemedicine, providing expert consensus on a set of implementation constructs. The findings also highlight considerable divergence in expert opinion on the constructs of reimbursement and incentive mechanisms, resistance to change, and telemedicine champions. The lack of agreement on these constructs warrants attention and may partly explain the barriers that telemedicine services continue to face in the implementation process.
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Affiliation(s)
- Che Katz
- Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
| | - Noemí Robles
- eHealth Centre, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
| | - David Novillo-Ortiz
- Division of Country Health Policies and Systems, World Health Organization, Regional Office for Europe, Copenhagen, Denmark
| | - Francesc Saigí-Rubió
- Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
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Parameswaran V, Koos H, Kalwani N, Qureshi L, Rosengaus L, Dash R, Scheinker D, Rodriguez F, Johnson CB, Stange K, Aron D, Lyytinen K, Sharp C. Drivers of telemedicine in primary care clinics at a large academic medical centre. J Telemed Telecare 2023:1357633X231219311. [PMID: 38130140 DOI: 10.1177/1357633x231219311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
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.
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Affiliation(s)
- Vijaya Parameswaran
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, CA, USA
- Digital Health Care Integration, Stanford Health Care, Stanford, CA, USA
| | - Harrison Koos
- Department of Management Science & Engineering, Stanford University, Stanford, CA, USA
| | - Neil Kalwani
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Lubna Qureshi
- Digital Health Care Integration, Stanford Health Care, Stanford, CA, USA
| | - Leah Rosengaus
- Digital Health Care Integration, Stanford Health Care, Stanford, CA, USA
| | - Rajesh Dash
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - David Scheinker
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, CA, USA
- Department of Management Science & Engineering, Stanford University, Stanford, CA, USA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Cati-Brown Johnson
- Stanford University School of Medicine, Evaluation Sciences Unit, Division of Primary Care and Population Health, Stanford, CA, USA
| | - Kurt Stange
- Center for Community Health Integration, Case Western Reserve University, Cleveland, OH, USA
| | - David Aron
- Weatherhead School of Management, Case Western Reserve University, Cleveland, OH, USA
| | - Kalle Lyytinen
- Weatherhead School of Management, Case Western Reserve University, Cleveland, OH, USA
| | - Christopher Sharp
- Digital Health Care Integration, Stanford Health Care, Stanford, CA, USA
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13
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Matthews AK, Steffen AD, Burke LA, Donenberg G, Duangchan C, Akufo J, Opuada H, Oyaluade D, Vilona BH, Diaz H, Dodd D. The Use of Navigators to Increase Patient Portal Enrollment among Patients in a Federally Qualified Health Care System. Ethn Dis 2023; DECIPHeR:117-125. [PMID: 38846728 PMCID: PMC11099523 DOI: 10.18865/ed.decipher.117] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024] Open
Abstract
Purpose To describe the training, preliminary results, and lessons learned from using patient navigators to increase the enrollment of low-income patients in a health system-supported and electronic health record-linked patient portal. Methods Patient navigators (n=4) were trained to assist patients in a federally qualified health center to enroll in and use patient portals. Patient navigators were stationed at 3 clinic locations. Data from the electronic health record system (Epic) were used to compare MyChart patient portal activation rates and use among patients for the 8 months before and after patient navigation services were offered. Results Navigators offered 83% of eligible patients with activation assistance. Sixty-four percent of the patients (n=1062) offered MyChart enrollment assistance accepted help. Seventy-four percent of assisted patients with no prior MyChart enrollment activated their accounts during that clinic visit. The primary reason for declining MyChart assistance was a lack of access to or comfort with technology. Patient portal activation increased during the 8 months when navigators were at the clinics (51%) compared to the previous 8 months (44%). Most new users viewed lab results and read a message [χ2(1)=49.3, p<.001], with significant increases evident for African Americans [44% before, 49% during; χ2(1)=40.4, p<.001] and Latinx patients [52% before, 60% during; χ2(1)=6.15, p=.013]. Conclusion Study results suggest that using patient navigators is feasible and beneficial for increasing patient enrollment in the Federally Qualified Health Centers context. However, patient-, clinic-, and system-level factors were identified as barriers and should be addressed in future research studies.
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Affiliation(s)
| | | | - Larisa A. Burke
- College of Nursing, University of Illinois Chicago, Chicago, IL
| | - Geri Donenberg
- College of Medicine, The University of Illinois Chicago, Chicago, IL
| | | | - Jennifer Akufo
- College of Medicine, The University of Illinois Chicago, Chicago, IL
| | - Hope Opuada
- College of Medicine, The University of Illinois Chicago, Chicago, IL
| | - Damilola Oyaluade
- College of Medicine, The University of Illinois Chicago, Chicago, IL
| | | | - Hilda Diaz
- College of Medicine, The University of Illinois Chicago, Chicago, IL
| | - Darcy Dodd
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
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Chang E, Davis TL, Berkman ND. Differences in Telemedicine, Emergency Department, and Hospital Utilization Among Nonelderly Adults with Limited English Proficiency Post-COVID-19 Pandemic: a Cross-Sectional Analysis. J Gen Intern Med 2023; 38:3490-3498. [PMID: 37592119 PMCID: PMC10713935 DOI: 10.1007/s11606-023-08353-7] [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: 02/09/2023] [Accepted: 07/25/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND The unprecedented use of telemedicine during the COVID-19 pandemic provided an opportunity to examine its uptake among individuals with limited English proficiency (LEP). OBJECTIVE To assess telemedicine use among nonelderly adults with LEP and the association between use of telehealth and emergency department (ED) and hospital visits. DESIGN Cross-sectional study using the National Health Interview Survey (July 2020-December 2021) PARTICIPANTS: Adults (18-64 years), with LEP (N=1488) or English proficiency (EP) (N=25,873) MAIN MEASURES: Telemedicine, ED visits, and hospital visits in the past 12 months. We used multivariate logistic regression to assess (1) the association of English proficiency on having telemedicine visits; and (2) the association of English proficiency and telemedicine visits on having ED and hospital visits. KEY RESULTS Between July 2020 and December 2021, 22% of adults with LEP had a telemedicine visit compared to 35% of adults with EP. After controlling for predisposing, enabling, and need factors, adults with LEP had 20% lower odds of having a telemedicine visit than adults with EP (p=0.02). While English proficiency was not associated with ED or hospital visits during this time, adults with telemedicine visits had significantly greater odds of having any ED (aOR: 1.80, p<0.001) and hospital visits (aOR: 2.03, p<0.001) in the past 12 months. CONCLUSIONS While telemedicine use increased overall during the COVID-19 pandemic, its use remained much less likely among adults with LEP. Interventions targeting structural barriers are needed to address disparities in access to telemedicine. More research is needed to understand the relationship between English proficiency, telemedicine visits, and downstream ED and hospital visits.
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Affiliation(s)
- Eva Chang
- Advocate Aurora Research Institute, Advocate Health, 945 N. 12th St., Milwaukee, WI, 53233, USA.
| | - Teaniese L Davis
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA, USA
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15
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Sharma AE, Lisker S, Fields JD, Aulakh V, Figoni K, Jones ME, Arora NB, Sarkar U, Lyles CR. Language-Specific Challenges and Solutions for Equitable Telemedicine Implementation in the Primary Care Safety Net During COVID-19. J Gen Intern Med 2023; 38:3123-3133. [PMID: 37653210 PMCID: PMC10651814 DOI: 10.1007/s11606-023-08304-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 06/23/2023] [Indexed: 09/02/2023]
Abstract
PURPOSE Telemedicine care dramatically expanded during the COVID-19 pandemic. We characterized facilitators and barriers to telemedicine implementation among safety-net primary care clinics serving patients with limited English proficiency (LEP). METHODS We collected data on telemedicine volume and patient demographics among safety-net clinics participating in a telemedicine learning collaborative. Data on various metrics were reported to the collaborative from February 2019 through August 2021. We conducted semi-structured interviews with clinical and quality leaders, purposively sampling clinics serving high proportions of patients with LEP. We analyzed interviews with a mixed inductive-deductive approach applying the Consolidated Framework for Implementation Research. RESULTS By September 2020, the 23 sites served 121,589 unique patients with in-person and 120,338 with telephone visits; 47% of these patients had LEP. Of 10,897 unique patients served by video visits, 38% had LEP. As a proportion of total visits, telemedicine (telephone and video) visits increased from 0-17% in October 2019-March 2020 to 10-98% in March-August 2020. We conducted 14 interviews at 11 sites. Themes included (1) existing telemedicine platforms and interpreter services were not optimized to support patients with LEP; (2) clinics invested significant labor iterating workflows; (3) sites with technological infrastructure and language-concordant staff were best suited to serve patients; (4) patients speaking less-represented languages or experiencing intersecting literacy barriers were underserved with telemedicine. Interviewees recommended innovations in telemedicine platforms and community-based access. CONCLUSIONS Safety-net sites relied on existing resources to accommodate patients with LEP, but struggled providing access for the most marginalized. Proactive, data-driven strategies to address patient and community barriers as well as optimize clinical workflows with high-quality, certified medical interpreters are needed to ensure equitable access.
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Affiliation(s)
- Anjana E Sharma
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California San Francisco, San Francisco, CA, USA.
- Center for Vulnerable Populations, Department of Medicine, University of California San Francisco, San Francisco, CA, USA.
- University of California School of Medicine, San Francisco, 1001 Potrero Ave., San Francisco, CA, 94143, USA.
| | - Sarah Lisker
- Center for Vulnerable Populations, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, USA
| | - Jessica D Fields
- Center for Vulnerable Populations, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | | | | | - Maggie E Jones
- Center for Community Health and Evaluation, Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Natasha B Arora
- Center for Community Health and Evaluation, Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Urmimala Sarkar
- Center for Vulnerable Populations, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, USA
| | - Courtney R Lyles
- Center for Vulnerable Populations, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
- UC Davis Center for Healthcare Policy and Research, UC Davis School of Medicine, Sacramento, CA, USA
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16
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Addario B, Astratinei V, Binder L, Geissler J, Horn MK, Krebs LU, Lewis B, Oliver K, Spiegel A. A New Framework for Co-Creating Telehealth for Cancer Care with the Patient Community. THE PATIENT 2023; 16:415-423. [PMID: 37493895 PMCID: PMC10409807 DOI: 10.1007/s40271-023-00642-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/11/2023] [Indexed: 07/27/2023]
Abstract
The increased use of telehealth in cancer care during the coronavirus disease 2019 pandemic has added to our knowledge and experience of the modality with benefits in terms of efficacy, cost, and patient and healthcare professional experience reported. However, telehealth has also been found not to be universally available to all patients with cancer, nor to be appropriate for every healthcare interaction; additionally, not all patients prefer it. Now that coronavirus disease restrictions have essentially ended and an opportunity to re-assess telehealth provision in cancer care presents, we offer a framework that aims to ensure that the needs and preferences of the patient community are included in the development of telehealth provision. Stakeholders in this process include patients, patient advocates, healthcare providers, healthcare services commissioners, managers, and policy makers. The framework outlines how patient advocates can work with other stakeholders as equal partners at all stages of telehealth service development. The patient advocate community has a unique understanding of the patient perspective as well as expertise in healthcare design and delivery. This enables advocates to contribute to shaping telehealth provision, from policy and guideline formulation to patient navigation. Appropriate resources, education and training may be needed for all stakeholders to support the development of an effective telehealth system. Together with other stakeholders, patient advocates can make an important contribution to optimizing appropriate patient-centred telehealth provision in cancer care.
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Affiliation(s)
| | | | | | | | - Marcia K. Horn
- ICAN, International Cancer Advocacy Network, Phoenix, AZ USA
| | - Linda U. Krebs
- International Society of Nurses in Cancer Care, Vancouver, BC Canada
| | | | - Kathy Oliver
- International Brain Tumour Alliance, Tadworth, Surrey UK
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17
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Osmanlliu E, Kalwani NM, Parameswaran V, Qureshi L, Dash R, Scheinker D, Rodriguez F. Sociodemographic disparities in the use of cardiovascular ambulatory care and telemedicine during the COVID-19 pandemic. Am Heart J 2023; 263:169-176. [PMID: 37369269 PMCID: PMC10290766 DOI: 10.1016/j.ahj.2023.06.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND The COVID-19 pandemic accelerated adoption of telemedicine in cardiology clinics. Early in the pandemic, there were sociodemographic disparities in telemedicine use. It is unknown if these disparities persisted and whether they were associated with changes in the population of patients accessing care. METHODS We examined all adult cardiology visits at an academic and an affiliated community practice in Northern California from March 2019 to February 2020 (pre-COVID) and March 2020 to February 2021 (COVID). We compared patient sociodemographic characteristics between these periods. We used logistic regression to assess the association of patient/visit characteristics with visit modality (in-person vs telemedicine and video- vs phone-based telemedicine) during the COVID period. RESULTS There were 54,948 pre-COVID and 58,940 COVID visits. Telemedicine use increased from <1% to 70.7% of visits (49.7% video, 21.0% phone) during the COVID period. Patient sociodemographic characteristics were similar during both periods. In adjusted analyses, visits for patients from some sociodemographic groups were less likely to be delivered by telemedicine, and when delivered by telemedicine, were less likely to be delivered by video versus phone. The observed disparities in the use of video-based telemedicine were greatest for patients aged ≥80 years (vs age <60, OR 0.24, 95% CI 0.21, 0.28), Black patients (vs non-Hispanic White, OR 0.64, 95% CI 0.56, 0.74), patients with limited English proficiency (vs English proficient, OR 0.52, 95% CI 0.46-0.59), and those on Medicaid (vs privately insured, OR 0.47, 95% CI 0.41-0.54). CONCLUSIONS During the first year of the pandemic, the sociodemographic characteristics of patients receiving cardiovascular care remained stable, but the modality of care diverged across groups. There were differences in the use of telemedicine vs in-person care and most notably in the use of video- vs phone-based telemedicine. Future studies should examine barriers and outcomes in digital healthcare access across diverse patient groups.
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Affiliation(s)
- Esli Osmanlliu
- McGill University Health Centre Research Institute, McGill University, Montréal, CA
| | - Neil M Kalwani
- VA Palo Alto Health Care System, Palo Alto, CA; Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA.
| | - Vijaya Parameswaran
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA
| | - Lubna Qureshi
- Digital Health Care Integration, Stanford Health Care, Stanford, CA
| | - Rajesh Dash
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA
| | - David Scheinker
- Department of Management Science and Engineering, Stanford University, Stanford, CA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA; Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, CA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA
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18
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Izadi R, Bahrami MA, Khosravi M, Delavari S. Factors affecting the acceptance of tele-psychiatry: a scoping study. Arch Public Health 2023; 81:131. [PMID: 37443137 DOI: 10.1186/s13690-023-01146-8] [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: 04/17/2023] [Accepted: 07/02/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND In today's digital world, providing services through telemedicine has become an essential issue in health systems, and the Covid-19 pandemic has made this necessity even more apparent. On the other hand, mental health services are needed more than ever, and their nature makes their delivery via telemedicine more feasible than other specialized services. This study aimed to determine the factors affecting the acceptance of telemedicine among users of this technology in the field of mental health. METHODS This article is a scoping review based on the PRISMA guidelines and without any time limit until June 20, 2022. The search was performed in PubMed, Scopus, Web of Science, and PsycINFO databases using keywords related to the three fields of telemedicine, acceptance, and mental disorders. Two authors independently selected the studies based on inclusion and exclusion criteria. Then the data were collected using a data extraction form, and finally, the results were determined using the content analysis method. RESULTS Five main factors affect the acceptance of telemedicine among users of this technology in the field of mental health: perceived effectiveness, users' understanding of the effects of telemedicine on the quality and outcomes of care delivery, technological aspects, organizational change capacity, the nature of the disease and psychological and psychosocial factors. These main factors are associated with 21 related sub-factors. CONCLUSIONS Revealing the factors affecting the acceptance of telemedicine among recipients and providers of services, as key actors in health systems, can help managers and policymakers to successfully implement telemedicine in the less-regarded field of mental health, especially in the early stages.
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Affiliation(s)
- Reyhane Izadi
- Department of Health Care Management, School of Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Amin Bahrami
- Health Human Resources Research Center, School of health management and information sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohsen Khosravi
- Department of Health Care Management, School of Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sajad Delavari
- Health Human Resources Research Center, School of health management and information sciences, Shiraz University of Medical Sciences, Shiraz, Iran.
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Vintilă M, Mischianu D, Honțaru OS, Dobra M, Sterian AG. Use of Digital Healthcare Communication to Improve Urologists' Surveillance of Lithiasis Patients Treated with Internal Urinary Drainage Pre- and Post-COVID-19 Period. Healthcare (Basel) 2023; 11:1776. [PMID: 37372894 DOI: 10.3390/healthcare11121776] [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: 05/12/2023] [Revised: 06/12/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
The COVID-19 pandemic has greatly affected lithiasis patients, which has led to an increase in the number of internal stents that have been installed. In this paper, two studies were carried out, a clinical study and a quantitative study. The aim of the first study was to evaluate the incidence and the prevalence of bacterial urinary colonization in patients with obstructive urolithiasis who needed internal stents implanted. In the second study, a multiple linear regression was created to identify the opinion of urologists regarding the importance of using digital technologies to improve the communication process. The result of the clinical study illustrates that the prevalence of urinary colonization in patients with internal stents carried out for obstructive urolithiasis was 35%, with this value being influenced by co-infection with COVID-19. The results of the quantitative study illustrated the fact that urologists are open to using new online technologies to facilitate communication with patients. The results have high importance for both doctors and patients, illustrating the main factors that have the ability to influence the communication process. The hospital managers should take into account the results obtained in this study when they choose to use certain online communication technologies with patients.
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Affiliation(s)
- Mihai Vintilă
- Faculty of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania
| | - Dan Mischianu
- Department of Urology, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania
- Department of Urology, University Emergency Central Military Hospital, 010825 Bucharest, Romania
| | - Octavia-Sorina Honțaru
- Faculty of Sciences, Physical Education and Informatics, University of Pitesti, Târgul din Vale 1, Arges, 110040 Pitesti, Romania
- Department of Public Health Arges, Exercitiu 39 bis, Arges, 110438 Pitești, Romania
| | - Mihai Dobra
- Center of Uronephrology and Renal Transplant Fundeni, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania
| | - Alin Gabriel Sterian
- Department of Pediatric Surgery and Orthopedics, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania
- Emergency Hospital for Children Grigore Alexandrescu, 30-32 Iancu de Hunedoara Boulevard, 011743 Bucharest, Romania
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Ko JS, El-Toukhy S, Quintero SM, Wilkerson MJ, Nápoles AM, Stewart AL, Strassle PD. Disparities in telehealth access, not willingness to use services, likely explain rural telehealth disparities. J Rural Health 2023; 39:617-624. [PMID: 37042413 PMCID: PMC10330004 DOI: 10.1111/jrh.12759] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
PURPOSE Although telehealth access and utilization have increased during the pandemic, rural and low-income disparities persist. We sought to assess whether access or willingness to use telehealth differed between rural and non-rural and low-income and non-low-income adults and measure the prevalence of perceived barriers. METHODS We conducted a cross-sectional study using COVID-19's Unequal Racial Burden (CURB) online survey (December 17, 2020-February 17, 2021), which included 2 nationally representative cohorts of rural and low-income Black/African American, Latino, and White adults. Non-rural and non-low-income participants from the main, nationally representative sample were matched for rural versus non-rural and low-income versus non-low-income comparisons. We measured perceived telehealth access, willingness to use telehealth, and perceived telehealth barriers. FINDINGS Rural (38.6% vs 44.9%) and low-income adults (42.0% vs 47.4%) were less likely to report telehealth access, compared to non-rural and non-low-income counterparts. After adjustment, rural adults were still less likely to report telehealth access (adjusted prevalence ratio [aPR] = 0.89, 95% CI = 0.79-0.99); no differences were seen between low-income and non-low-income adults (aPR = 1.02, 95% CI = 0.88-1.17). The majority of adults reported willingness to use telehealth (rural = 78.4%; low-income = 79.0%), with no differences between rural and non-rural (aPR = 0.99, 95% CI = 0.92-1.08) or low-income versus non-low-income (aPR = 1.01, 95% CI = 0.91-1.13). No racial/ethnic differences were observed in willingness to use telehealth. The prevalence of perceived telehealth barriers was low, with the majority reporting no barriers (rural = 57.4%; low-income = 56.9%). CONCLUSIONS Lack of access (and awareness of access) is likely a primary driver of disparities in rural telehealth use. Race/ethnicity was not associated with telehealth willingness, suggesting that equal utilization is possible once granted access.
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Affiliation(s)
- Jamie S Ko
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
| | - Sherine El-Toukhy
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
| | - Stephanie M. Quintero
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
| | - Miciah J. Wilkerson
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
| | - Anna M. Nápoles
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
| | - Anita L. Stewart
- University of California San Francisco, Institute for Health & Aging, Center for Aging in Diverse Communities, San Francisco, CA
| | - Paula D. Strassle
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD
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21
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Kasamba S, McVeigh KH, Moraes A, Huang Y, Puffett N, Lednyak L. Continuity of Early Intervention Services in New York City During the COVID-19 Pandemic. Int J Telerehabil 2023; 15:e6553. [PMID: 38046550 PMCID: PMC10688006 DOI: 10.5195/ijt.2023.6553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2023] Open
Abstract
In response to COVID-19, the New York City Early Intervention (EI) Program rapidly transitioned from in-person to teletherapy services. We describe the timing of service resumption among children who received EI services between March 1 and March 17, 2020. The proportion of children who transitioned to teletherapy-only was 25% as of March 24, rising to 78% by July 6. By December 31, 2020, 87% of the cohort had resumed either teletherapy or in-person services. Child age, race, language, and neighborhood poverty all predicted service resumption timing. Children with a diagnosis of autism spectrum disorder were more likely to transition to teletherapy, and children with only 1-2 domains of delay were more likely to discontinue services altogether. Continuity of EI services during the COVID-19 public health emergency was a critical priority. Timely policy changes facilitated swift return to services and avoided exacerbation of the long-standing racial disparities in access to EI services.
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Affiliation(s)
- Stella Kasamba
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
| | - Katharine H. McVeigh
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
| | - Aurora Moraes
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
| | - Ying Huang
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
| | - Nora Puffett
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
| | - Lidiya Lednyak
- Bureau of Early Intervention, New York City Department of Health and Mental Hygiene, New York City, New York, USA
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22
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Mulia N, Ye Y, Greenfield TK, Martinez P, Patterson D, Kerr WC, Karriker-Jaffe KJ. Inequitable access to general and behavioral healthcare in the US during the COVID-19 pandemic: A role for telehealth? Prev Med 2023; 169:107426. [PMID: 36709864 PMCID: PMC9877144 DOI: 10.1016/j.ypmed.2023.107426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 01/27/2023]
Abstract
Wide-ranging effects of the COVID-19 pandemic have led to increased psychological distress and alcohol consumption, and disproportionate hardship for disadvantaged groups. Early in the pandemic, telehealth services were expanded to maintain healthcare access amidst lockdowns, medical office closures, and fear of infection. This study examines general and behavioral healthcare access and disparities during the first year of the pandemic. Data are from the 2019-2020 US National Alcohol Survey (collected February 2019 to April 2020) and its COVID follow-up survey conducted January 30 to March 28, 2021 (N = 1819). General and behavioral healthcare-related outcomes were assessed at follow-up, and included perceived need for and receipt of care, delayed care, and use of telehealth since April 1, 2020. Results indicate that the majority of respondents with perceived need for healthcare received some behavioral healthcare (reported by 63%) and particularly general healthcare (88%), but nearly half (48%) delayed needed care. Delays were mostly due to COVID-related reasons, but cost barriers also were common and significantly impeded care-seeking by uninsured persons, young adults, rural residents, and persons whose employment was reduced by the pandemic. Disparities in the receipt of healthcare were pronounced for Hispanic/Latinx (vs. White) and lower-income (vs. higher-income) groups (AORs <0.37, p's < 0.05). Notably, telehealth was commonly used by Hispanic/Latinx and lower-income groups for general and particularly behavioral healthcare. Results suggest that telehealth has provided an important bridge to healthcare for certain medically underserved groups during the pandemic, and may be vital to future efforts to increase equity in healthcare access.
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Affiliation(s)
- Nina Mulia
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA.
| | - Yu Ye
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Thomas K Greenfield
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Priscilla Martinez
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - Deidre Patterson
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
| | - William C Kerr
- Alcohol Research Group, 6001 Shellmound St., Suite 450, Emeryville, CA 94608, USA
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23
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Tierney AA, Payán DD, Brown TT, Aguilera A, Shortell SM, Rodriguez HP. Telehealth Use, Care Continuity, and Quality: Diabetes and Hypertension Care in Community Health Centers Before and During the COVID-19 Pandemic. Med Care 2023; 61:S62-S69. [PMID: 36893420 PMCID: PMC9994572 DOI: 10.1097/mlr.0000000000001811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
BACKGROUND Community health centers (CHCs) pivoted to using telehealth to deliver chronic care during the coronavirus COVID-19 pandemic. While care continuity can improve care quality and patients' experiences, it is unclear whether telehealth supported this relationship. OBJECTIVE We examine the association of care continuity with diabetes and hypertension care quality in CHCs before and during COVID-19 and the mediating effect of telehealth. RESEARCH DESIGN This was a cohort study. PARTICIPANTS Electronic health record data from 166 CHCs with n=20,792 patients with diabetes and/or hypertension with ≥2 encounters/year during 2019 and 2020. METHODS Multivariable logistic regression models estimated the association of care continuity (Modified Modified Continuity Index; MMCI) with telehealth use and care processes. Generalized linear regression models estimated the association of MMCI and intermediate outcomes. Formal mediation analyses assessed whether telehealth mediated the association of MMCI with A1c testing during 2020. RESULTS MMCI [2019: odds ratio (OR)=1.98, marginal effect=0.69, z=165.50, P<0.001; 2020: OR=1.50, marginal effect=0.63, z=147.73, P<0.001] and telehealth use (2019: OR=1.50, marginal effect=0.85, z=122.87, P<0.001; 2020: OR=10.00, marginal effect=0.90, z=155.57, P<0.001) were associated with higher odds of A1c testing. MMCI was associated with lower systolic (β=-2.90, P<0.001) and diastolic blood pressure (β=-1.44, P<0.001) in 2020, and lower A1c values (2019: β=-0.57, P=0.007; 2020: β=-0.45, P=0.008) in both years. In 2020, telehealth use mediated 38.7% of the relationship between MMCI and A1c testing. CONCLUSIONS Higher care continuity is associated with telehealth use and A1c testing, and lower A1c and blood pressure. Telehealth use mediates the association of care continuity and A1c testing. Care continuity may facilitate telehealth use and resilient performance on process measures.
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Affiliation(s)
- Aaron A. Tierney
- Department of Health Policy and Management, University of California, Berkeley
| | - Denise D. Payán
- Department of Health, Society, and Behavior, University of California, Irvine
| | - Timothy T. Brown
- Department of Health Policy and Management, University of California, Berkeley
| | - Adrian Aguilera
- Department of Health Policy and Management, University of California, Berkeley
| | - Stephen M. Shortell
- Department of Health Policy and Management, University of California, Berkeley
| | - Hector P. Rodriguez
- Department of Health Policy and Management, University of California, Berkeley
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24
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Houser SH, Flite CA, Foster SL. Privacy and Security Risk Factors Related to Telehealth Services - A Systematic Review. PERSPECTIVES IN HEALTH INFORMATION MANAGEMENT 2023; 20:1f. [PMID: 37215337 PMCID: PMC9860467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The objective of the study is to identify challenges and associated factors for privacy and security related to telehealth visits during the COVID-19 pandemic. The systematic search strategy used the databases of PubMed, ScienceDirect, ProQuest, Embase, CINAHL, and COCHRANE, with the search terms of telehealth/telemedicine, privacy, security, and confidentiality. Reviews included peer-reviewed empirical studies conducted from January 2020 to February 2022. Studies conducted outside of the US, non-empirical, and non-telehealth related were excluded. Eighteen studies were included in the final analysis. Three risk factors associated with privacy and security in telehealth practice included: environmental factors (lack of private space for vulnerable populations, difficulty sharing sensitive health information remotely), technology factors (data security issues, limited access to the internet, and technology), and operational factors (reimbursement, payer denials, technology accessibility, training, and education). Findings from this study can assist governments, policymakers, and healthcare organizations in developing best practices in telehealth privacy and security strategies.
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25
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Panggabean B, Suharjo B, Sumarwan U, Yuliati LN. Perception study of perceived value and social influence of digital health services in Indonesia. INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE 2023; 34:367-377. [PMID: 37302043 DOI: 10.3233/jrs-220058] [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: 06/12/2023]
Abstract
BACKGROUND Healthtech has become a nascent sector of the internet economy since the emergence of the COVID-19 pandemic in 2020. Telemedicine features are facilitated, such as teleconsultation, e-diagnosis, e-prescribing, and e-pharmacy. However, the intention to use digital health services in Indonesia is still underdeveloped though the sales of other risk-free e-commerce products are high enough. OBJECTIVE This study aims to assess the human perception of perceived value and social influences regarding the intention to use digital health services. METHODS Google Forms web link is employed to disseminate a set of 4-Point Likert scale questionnaires. In total, 364 complete responses are collected. A descriptive approach is employed to process the data using Microsoft Excel and SPSS software. Validity and reliability are quantified using the item total-correlation method and Cronbach's Alpha coefficient. RESULTS Only 87 respondents (24%) ever used digital health services, of which Halodoc (92%) is the most preferred application, and teleconsultation became the most popular service to access. Out of four, the average score is 3.16 for perceived value and 2.86 for the social influence dimension. CONCLUSION Most respondents, not dependent on user experience, perceive more values obtained using digital health services, such as time and money savings, convenience, flexible order time, undiscovered identity, adventurous experience, and enjoyment. Another finding of this research proves that some social influences from family, friends, and mass media also bring effect to amplify the intention to use. A low level of trust is assumed to be the cause of a small number of users.
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Affiliation(s)
| | - Budi Suharjo
- Department of Mathematics, Faculty of Mathematics and Natural Sciences, IPB University, Bogor, Indonesia
| | - Ujang Sumarwan
- Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University, Bogor, Indonesia
| | - Lilik Noor Yuliati
- Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University, Bogor, Indonesia
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26
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Sołomacha S, Sowa P, Kiszkiel Ł, Laskowski PP, Alimowski M, Szczerbiński Ł, Szpak A, Moniuszko-Malinowska A, Kamiński K. Patient's Perspective of Telemedicine in Poland-A Two-Year Pandemic Picture. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:115. [PMID: 36612438 PMCID: PMC9819744 DOI: 10.3390/ijerph20010115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/10/2022] [Accepted: 12/16/2022] [Indexed: 06/17/2023]
Abstract
The outbreak of the COVID-19 pandemic caused the healthcare system to drastically reduce in-person visits and suddenly switch to telemedicine services to provide clinical care to patients. The implementation of teleconsultation in medical facilities was a novelty for most Polish patients. In Poland, the main telehealth services were provided in the form of telephone consultations. The aim of this study is to determine patients' perceptions of telemedicine in the context of their experiences with the healthcare system during the COVID-19 pandemic. In this study, we presented how the evaluation of telemedicine services from the perspective of patients in Poland changed in the context of the ongoing pandemic. We conducted two surveys (year by year) on a representative quota sample of the Polish population (N = 623). This ensured that our observations took into account the evolution of views on telemedicine over time. We confirmed the well-known relationship that innovations introduced in the healthcare sector require a longer period of adaptation. We also identified significant concerns that limit the positive perception of telemedicine and compared them with experiences described in other countries.
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Affiliation(s)
- Sebastian Sołomacha
- Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Waszyngtona 13A, 15-089 Białystok, Poland
- Doctoral School, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Paweł Sowa
- Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Waszyngtona 13A, 15-089 Białystok, Poland
| | - Łukasz Kiszkiel
- Society and Cognition Unit, University of Bialystok, 15-403 Bialystok, Poland
| | | | - Maciej Alimowski
- Doctoral School of Social Sciences, University of Bialystok, 15-403 Bialystok, Poland
| | - Łukasz Szczerbiński
- Department of Endocrinology, Diabetology and Internal Medicine, Medical University of Bialystok, 15-276 Bialystok, Poland
- Clinical Research Centre, Medical University of Bialystok, 15-276 Białystok, Poland
| | - Andrzej Szpak
- Witold Chodźko Institute of Rural Medicine, 20-090 Lublin, Poland
| | - Anna Moniuszko-Malinowska
- Department of Infectious Diseases and Neuroinfections, Medical University of Bialystok, 15-089 Białystok, Poland
| | - Karol Kamiński
- Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Waszyngtona 13A, 15-089 Białystok, Poland
- Department of Cardiology, University Hospital of Bialystok, 15-276 Białystok, Poland
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27
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Murillo-Escobar D, Murillo-Escobar MÁ, Cruz-Hernández C, Arellano-Delgado A, López-Gutiérrez RM. Pseudorandom number generator based on novel 2D Hénon-Sine hyperchaotic map with microcontroller implementation. NONLINEAR DYNAMICS 2022; 111:6773-6789. [PMID: 36465277 PMCID: PMC9702891 DOI: 10.1007/s11071-022-08101-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 11/10/2022] [Indexed: 06/17/2023]
Abstract
Recently, chaotic maps have been considered to design pseudorandom number generator (PRNG). However, some chaotic maps present security disadvantages, such as low uniformity and low randomness properties. Nowadays, chaos-based PRNGs are used as the main source for the development of cryptographic algorithms. In this work, to overcome such weaknesses, a novel 2D hyperchaotic map is proposed based on discrete-time feedback by using Hénon map and Sine map. In addition, the dynamics of the hyperchaotic map are enhanced by using the remainder after division function (rem), where better random statistical properties are obtained. A comparison is made between the enhanced Hénon-Sine hyperchaotic map (EHSHM) and the Hénon-Sine hyperchaotic map through Lyapunov exponent analysis, attractor trajectory, histograms and sensitivity at initialization. Then, 8-bit pseudorandom number generator based on the proposed hyperchaotic map (PRNG-EHSHM) is designed and the initial seed of the PRNG is calculated by a secret key of 60 hexadecimal characters. It is implemented in both MATLAB and Arduino Mega microcontroller for experimental results. A complete security analysis is presented from a cryptographic point of view, such as key space, floating frequency, histograms and entropy of the information. Moreover, the randomness is verified with the tests of the National Institute of Standards and Technology (NIST 800-22). Based on the security results obtained, the proposed PRNG-EHSHM can be implemented in embedded cryptographic applications based on chaos.
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Affiliation(s)
- Daniel Murillo-Escobar
- Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC), Ensenada, Baja California Mexico
| | - Miguel Ángel Murillo-Escobar
- Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC), Ensenada, Baja California Mexico
| | - César Cruz-Hernández
- Electronics and Telecommunication Department, Scientific Research and Advanced Studies Center of Ensenada (CICESE), Ensenada, Baja California Mexico
| | - Adrian Arellano-Delgado
- Engineering, Architecture and Design Faculty, CONACYT-UABC Autonomous University of Baja California (UABC), Ensenada, Baja California Mexico
| | - Rosa Martha López-Gutiérrez
- Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC), Ensenada, Baja California Mexico
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28
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Saigí-Rubió F, Borges do Nascimento IJ, Robles N, Ivanovska K, Katz C, Azzopardi-Muscat N, Novillo Ortiz D. The Current Status of Telemedicine Technology Use Across the World Health Organization European Region: An Overview of Systematic Reviews. J Med Internet Res 2022; 24:e40877. [DOI: 10.2196/40877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/16/2022] [Accepted: 08/31/2022] [Indexed: 11/13/2022] Open
Abstract
Background
Several systematic reviews evaluating the use of telemedicine by clinicians, patients, and health authorities to improve the delivery of care in the 53 member states of the World Health Organization (WHO) European Region have been conducted in recent years. However, a study summarizing the findings of these reviews has not been conducted.
Objective
This overview of systematic reviews aimed to summarize findings regarding the use of telemedicine across the 53 member states and identify the medical fields and levels of care in and at which the effectiveness, feasibility, and applicability of telemedicine have been demonstrated. The barriers to and facilitators of telemedicine use were also evaluated and collated to help with the design and implementation of telemedicine interventions.
Methods
Through a comprehensive systematic evaluation of the published and unpublished literature, we extracted clinical, epidemiological, and technology-related data from each review included in the study. We focused on evaluating the barriers to and facilitators of the use of telemedicine apps across the 53 member states considered. We rated the methodological quality of each of the included reviews based on A Measurement Tool to Assess Systematic Review 2 approach and judged the overall certainty of evidence by using the Grading of Recommendations, Assessment, Development, and Evaluations methodology. The entire process was performed by 2 independent authors.
Results
This overview drew on data from >2239 primary studies, with >20,000 enrolled patients in total, within the WHO European Region. On the basis of data from randomized trials, observational studies, and economic evaluations from several countries, the results show a clear benefit of telemedicine technologies in the screening, diagnosis, management, treatment, and long-term follow-up of a series of chronic diseases. However, we were unable to pool the results into a reliable numeric parameter because of the high heterogeneity of intervention methodologies, scheduling, primary study design discrepancies, settings, and geographical locations. In addition to the clinical outcomes of the interventions, the social and economic outcomes are highlighted.
Conclusions
The application of telemedicine is well established across countries in the WHO European Region; however, some countries could still benefit from the many uses of these digital solutions. Barriers related to users, technology, and infrastructure were the largest. Conversely, the provision of health services using technological devices was found to significantly enhance patients’ clinical outcomes, improve the long-term follow-up of patients by medical professionals, and offer logistical benefits for both patients and health workers.
Trial Registration
PROSPERO (International Prospective Register of Systematic Reviews) CRD42022309375; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=309375
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Chen PV, Helm A, Caloudas SG, Ecker A, Day G, Hogan J, Lindsay J. Evidence of Phone vs Video-Conferencing for Mental Health Treatments: A Review of the Literature. Curr Psychiatry Rep 2022; 24:529-539. [PMID: 36053400 PMCID: PMC9437398 DOI: 10.1007/s11920-022-01359-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/07/2022] [Indexed: 01/29/2023]
Abstract
PURPOSE OF REVIEW The goal of this paper is to provide a comparative review of using phone (audio-only) or video for mental health treatments. Our review includes evidence of phone and video's effectiveness in terms of reduced symptomology, retention, satisfaction, therapeutic alliance, and other outcomes of interest. This review also discusses how patients and providers' experiences and attitudes differ between these two modalities. Finally, we present information on different usage rates of phone and video across patient populations and mental health provider types, and different implementation strategies. RECENT FINDINGS Treatments through phone and video are both able to reduce symptoms related to mental health conditions and have both been found to be non-inferior to in-person care. Both phone and video are more convenient to patients. Video offers important visual information that can be important to diagnosing mental health conditions. Phone, however, is more broadly accessible and may come with fewer technological issues. In the context of mental health care, where non-verbal cues are tied to symptomology and diagnosing, and a strong relationship between patient and provider can enhance treatment, we encourage the use of video, especially for psychotherapeutic services. However, as phone is more accessible, we ultimately recommend an accommodating approach, one that flexibly makes use of both phone and video. Future studies on telehealth should focus on direct, head-to-head comparisons between phone and video and conduct more rigorous testing on whether clinical differences exist.
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Affiliation(s)
- Patricia V Chen
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA.
- Margaret M. and Albert B Alkek Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
| | - Ashley Helm
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- VA South Central Mental Illness Research, Houston, TX, USA
| | - Steve G Caloudas
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Anthony Ecker
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
- VA South Central Mental Illness Research, Houston, TX, USA
| | - Giselle Day
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- VA South Central Mental Illness Research, Houston, TX, USA
| | - Julianna Hogan
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
- VA South Central Mental Illness Research, Houston, TX, USA
| | - Jan Lindsay
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
- VA South Central Mental Illness Research, Houston, TX, USA
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30
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Lee G, Chang A, Pal A, Tran TA, Cui X, Quach T. Understanding and Addressing the Digital Health Literacy Needs of Low-Income Limited English Proficient Asian American Patients. Health Equity 2022; 6:494-499. [PMID: 36186613 PMCID: PMC9518790 DOI: 10.1089/heq.2022.0045] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2022] [Indexed: 01/28/2023] Open
Abstract
Introduction: During the pandemic, Asian Health Services (AHS), a federally qualified health center serving patients in 14 Asian languages, transformed rapidly to provide telehealth visits, developed an intensive remote patient monitoring program, and conducted a digital health literacy survey. Method: This article describes how AHS collected and utilized descriptive data on our patient population to inform our rapid adoption of telehealth and assess our patients' response to these changes. Results: Our experiences show that audio visits are invaluable for our patients. In addition, our remote monitoring program resulted in 96% of patients improving their blood pressure control. Conclusion: Many barriers to widespread adoption of telehealth exist, including low digital literacy and the need for in-language digital training. Disaggregated data by ethnicity and language are needed to inform future work.
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Affiliation(s)
- George Lee
- Asian Health Services, Oakland, California, USA
| | - Anita Chang
- Asian Health Services, Oakland, California, USA
| | - Agnita Pal
- Asian Health Services, Oakland, California, USA
| | - Thu-An Tran
- Asian Health Services, Oakland, California, USA
| | - Xinyue Cui
- Asian Health Services, Oakland, California, USA
| | - Thu Quach
- Asian Health Services, Oakland, California, USA
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Casillas A, Valdovinos C, Wang E, Abhat A, Mendez C, Gutierrez G, Portz J, Brown A, Lyles CR. Perspectives from leadership and frontline staff on telehealth transitions in the Los Angeles safety net during the COVID-19 pandemic and beyond. Front Digit Health 2022; 4:944860. [PMID: 36016601 PMCID: PMC9398195 DOI: 10.3389/fdgth.2022.944860] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/11/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives The start of the COVID-19 pandemic led the Los Angeles safety net health system to dramatically reduce in-person visits and transition abruptly to telehealth/telemedicine services to deliver clinical care (remote telephone and video visits). However, safety net patients and the settings that serve them face a "digital divide" that could impact effective implementation of such digital care. The study objective was to examine attitudes and perspectives of leadership and frontline staff regarding telehealth integration in the Los Angeles safety net, with a focus on telemedicine video visits. Methods This qualitative study took place in the Los Angeles County Department of Health Services (LAC DHS), the second-largest safety net health system in the US. This system disproportionately serves the uninsured, Medicaid, racial/ethnic minority, low-income, and Limited English Proficient (LEP) patient populations of Los Angeles County. Staff and leadership personnel from each of the five major LAC DHS hospital center clinics, and community-based clinics from the LAC DHS Ambulatory Care Network (ACN) were individually interviewed (video or phone calls), and discussions were recorded. Interview guides were based on the Consolidated Framework for Implementation Research (CFIR), and included questions about the video visit technology platform and its usability, staff resources, clinic needs, and facilitators and barriers to general telehealth implementation and use. Interviews were analyzed for summary of major themes. Results Twenty semi-structured interviews were conducted in August to October 2020. Participants included LAC DHS physicians, nurses, medical assistants, and physical therapists with clinical and/or administrative roles. Narrative themes surrounding telehealth implementation, with video visits as the case study, were identified and then categorized at the patient, clinic (including provider), and health system levels. Conclusions Patient, clinic, and health system level factors must be considered when disseminating telehealth services across the safety net. Participant discussions illustrated how multilevel facilitators and barriers influenced the feasibility of video visits and other telehealth encounters. Future research should explore proposed solutions from frontline stakeholders as testable interventions towards advancing equity in telehealth implementation: from patient training and support, to standardized workflows that leverage the expertise of multidisciplinary teams.
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Affiliation(s)
- Alejandra Casillas
- Division of General Internal Medicine and Health Services Research, UCLA David Geffen School of Medicine, Los Angeles, California, United States
- Correspondence: Alejandra Casillas
| | - Cristina Valdovinos
- UCLA David Geffen School of Medicine, Los Angeles, California, United States
| | - Elizabeth Wang
- UCLA David Geffen School of Medicine, Los Angeles, California, United States
| | - Anshu Abhat
- Harbor-UCLA Medical Center, Los Angeles County Department of Health Services, Los Angeles, California, United States
| | - Carmen Mendez
- Harbor-UCLA Medical Center, Los Angeles County Department of Health Services, Los Angeles, California, United States
| | - Griselda Gutierrez
- Harbor-UCLA Medical Center, Los Angeles County Department of Health Services, Los Angeles, California, United States
| | - Jennifer Portz
- University of Colorado School of Medicine, Denver, Colorado, United States
| | - Arleen Brown
- Division of General Internal Medicine and Health Services Research, UCLA David Geffen School of Medicine, Los Angeles, California, United States
| | - Courtney R. Lyles
- UCSF Departments of Medicine and Epidemiology and Statistics, San Francisco, California, United States
- UCSF Center for Vulnerable Populations, San Francisco General Hospital, San Francisco, California, United States
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Smith RJ, Bryant RG. Metal substitutions incarbonic anhydrase: a halide ion probe study. Biochem Biophys Res Commun 1975; 66:1281-6. [PMID: 0000-0003-1376-8556 PMCID: PMC10704303 DOI: 10.1016/0006-291x(75)90498-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/18/2023] [Accepted: 09/26/2023] [Indexed: 02/07/2023]
Abstract
Monitoring of the mental health status of the population and assessment of its determinants are 2 of the most relevant pillars of public mental health, and data from population health surveys could be instrumental to support them. Although these surveys could be an important and suitable resource for these purposes, due to different limitations and challenges, they are often relegated to the background behind other data sources, such as electronic health records. These limitations and challenges include those related to measurement properties and cross-cultural validity of the tools used for the assessment of mental disorders, their degree of representativeness, and possible difficulties in the linkage with other data sources. Successfully addressing these limitations could significantly increase the potential of health surveys in the monitoring of mental disorders and ultimately maximize the impact of the relevant policies to reduce their burden at the population level. The widespread use of data from population health surveys, ideally linked to electronic health records data, would enhance the quality of the information available for research, public mental health decision-making, and ultimately addressing the growing burden of mental disorders.
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