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Zacay G, Adler L, Schonmann Y, Azuri J, Yehoshua I, Vinker S, Heymann AD, Afek S, Golan Cohen A, Green I, Hoffman R, Shani M. "A day in the life" - telemedicine in family medicine and its relationship with practicing physicians' satisfaction: a cross-sectional study. Isr J Health Policy Res 2024; 13:33. [PMID: 39075571 PMCID: PMC11287843 DOI: 10.1186/s13584-024-00624-w] [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: 09/27/2023] [Accepted: 07/20/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Telemedicine has expanded rapidly in recent years, and many encounters that were conducted in person now take place remotely. This study aimed to assess primary care physicians' (PCPs) attitudes towards the different modalities of patient care. METHODS This is a cross-sectional nationwide descriptive study conducted in Israel. We asked PCPs to document an entire workday and answer a short questionnaire after each visit. The questions addressed the type of visit (face-to-face, remote synchronous [telephone/video], or remote asynchronous [online requests]), the perceived quality of the visit, and the physicians' feelings at the end of each visit. Before documenting their working day, we asked the participants to answer a questionnaire about their general attitudes toward different modalities of medical visits and how they affect their well-being and burnout. RESULTS Sixty physicians documented 2,025 visits, of which 39% took place in person, 36% stemmed from online patient requests, 18% were telephone meetings, < 1% were video meetings, and 6% consisted of other types of contact. Mixed effects logistic regressions were used to model the visits' evaluation. The odds ratios (ORs) for perceived medical quality of visits focused on medical tasks were lower for non-face-to-face visits: OR = 0.39, 95% CI 0.25-0.59 for remote synchronous, and OR = 0.14, 95% CI 0.09-0.23 for remote asynchronous. The perceived medical quality of visits focused on administrative tasks was lower for remote asynchronous than for face-to-face visits (OR = 0.31, 95% CI 0.14-0.65). We found no association between medical quality and patients, physicians, or clinic characteristics. The inappropriateness of the visit modality was also associated with lower medical quality (OR = 0.13, 95% CI 0.09-0.18). We found a correlation between perception of medical quality and physicians' feelings at the end of the visits, Spearman's r = 0.82 (p < 0.001). CONCLUSIONS A substantial portion of the visits was dedicated to administrative tasks and remote medicine. In comparison, physicians rated face-to-face visits' quality higher than remote visits. Policymakers should intervene to minimize administrative work, reduce PCPs' administrative workload, and direct patients to the optimal visit modality for their complaints. These steps would increase medical quality, reduce burnout, and mitigate the shortage of PCPs.
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Affiliation(s)
- Galia Zacay
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel.
- Department of Family Medicine, Meuhedet Healthcare Maintenance Organization, Tel Aviv, Israel.
| | - Limor Adler
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Yochai Schonmann
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Quality Measurements and Research, Clalit Health Services, Tel Aviv, Israel
| | - Joseph Azuri
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Ilan Yehoshua
- Department of Family Medicine, Maccabi Healthcare Services, Tel Aviv, Israel
- Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Shlomo Vinker
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Medical Division, Leumit Healthcare Services, Headquarters, Tel Aviv, Israel
| | - Anthony D Heymann
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine, Meuhedet Healthcare Maintenance Organization, Tel Aviv, Israel
| | - Shani Afek
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine Sharon-Shomron District, Clalit Health Services, Kfar- Sava, Israel
| | - Avivit Golan Cohen
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Medical Division, Leumit Healthcare Services, Headquarters, Tel Aviv, Israel
| | - Ilan Green
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Medical Division, Leumit Healthcare Services, Headquarters, Tel Aviv, Israel
| | - Robert Hoffman
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine, Meuhedet Healthcare Maintenance Organization, Tel Aviv, Israel
- Department of Family Medicine, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Michal Shani
- Department of Family Medicine, Faculty of Medicine & Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Department of Family Medicine Central District, Clalit Health Services, Rehovot, Israel
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Mozes I, Baron-Epel O, Heymann A. Impact of Remote Medical Devices on Utilization of Medical Services in Pediatric Patients with Upper Respiratory Infections: A Retrospective Study. Health Informatics J 2024; 30:14604582241233996. [PMID: 38587170 DOI: 10.1177/14604582241233996] [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: 04/09/2024]
Abstract
Background: Remote mobile examination devices in telemedicine are a new technology in healthcare. Objective: To assess the utilization of visits using remote medical devices. Methods: A retrospective analysis of follow-up visits, referrals, laboratory testing and antibiotic prescriptions of 470,845 children's video visits with and without remote medical examination device and in-clinic visits. Results: Rates of follow-up visits, referrals and laboratory tests were higher in video visits compared to visit with medical device (OR of 1.27, 1.08, 1.93 respectfully). For in-clinic visits, rates of follow-up were lower but higher for referrals to subspecialists and laboratory test referrals when compared to telemedicine. Antibiotic prescriptions were provided at a lower rate in video visits compared to visits with a medical device (OR = 0.48) and in-clinic visits. Conclusions: Incorporating a remote medical device may reduce follow up visits, referrals and laboratory tests compared to a video visit without a device. The prevalence of antibiotic prescriptions did not escalate in telemedicine consultations.
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Affiliation(s)
- Inbal Mozes
- School of Public Health, Haifa University, Haifa, Israel
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Wittman SR, Hoberman A, Mehrotra A, Sabik LM, Yabes JG, Ray KN. Antibiotic Receipt for Pediatric Telemedicine Visits With Primary Care vs Direct-to-Consumer Vendors. JAMA Netw Open 2024; 7:e242359. [PMID: 38483387 PMCID: PMC10940962 DOI: 10.1001/jamanetworkopen.2024.2359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 01/23/2024] [Indexed: 03/17/2024] Open
Abstract
Importance Prior research found that pediatric direct-to-consumer (DTC) telemedicine visits are associated with more antibiotic prescribing than in-person primary care visits. It is unclear whether this difference is associated with modality of care (telemedicine vs in-person) or with the context of telemedicine care (primary care vs not primary care). Objective To compare antibiotic management during telemedicine visits with primary care practitioners (PCPs) vs commercial direct-to-consumer (DTC) telemedicine companies for pediatric acute respiratory tract infections (ARTIs). Design, Setting, and Participants This retrospective, cross-sectional study of visits for ARTIs by commercially insured children 17 years of age or younger analyzed deidentified medical and pharmacy claims in OptumLabs Data Warehouse data, a national sample of commercial enrollees, between January 1 and December 31, 2022. Exposure Setting of telemedicine visit as PCP vs DTC. Main Outcomes and Measures The primary outcome was percentage of visits with antibiotic receipt. Secondary outcomes were the percentages of visits with diagnoses for which prescription of an antibiotic was potentially appropriate, guideline-concordant antibiotic management, and follow-up ARTI visits within the ensuing 1 to 2 days and 3 to 14 days. The ARTI telemedicine visits with PCP vs DTC telemedicine companies were matched on child demographic characteristics. Generalized estimated equation log-binomial regression models were used to compute marginal outcomes. Results In total, data from 27 686 children (mean [SD] age, 8.9 [5.0] years; 13 893 [50.2%] male) were included in this study. There were 14 202 PCP telemedicine index visits matched to 14 627 DTC telemedicine index visits. The percentage of visits involving receipt of an antibiotic was lower for PCP (28.9% [95% CI, 28.1%-29.7%]) than for DTC (37.2% [95% CI, 36.0%-38.5%]) telemedicine visits. Additionally, fewer PCP telemedicine visits involved receipt of a diagnosis in which the use of antibiotics may be appropriate (19.0% [95% CI, 18.4%-19.7%] vs 28.4% [95% CI, 27.3%-29.6%]), but no differences were observed in receipt of nonguideline-concordant antibiotic management based on a given diagnosis between PCP (20.2% [95% CI, 19.5%-20.9%]) and DTC (20.1% [95% CI, 19.1%-21.0%]) telemedicine visits. Fewer PCP telemedicine visits involved a follow-up visit within the ensuing 1 to 2 days (5.0% [95% CI, 4.7%-5.4%] vs 8.0% [95% CI, 7.3%-8.7%]) and 3 to 14 days (8.2% [95% CI, 7.8%-8.7%] vs 9.6% [95% CI, 8.8%-10.3%]). Conclusions and Relevance Compared with virtual-only DTC telemedicine companies, telemedicine integrated within primary care was associated with lower rates of antibiotic receipt and follow-up care. Supporting use of telemedicine integrated within pediatric primary care may be one strategy to reduce antibiotic receipt through telemedicine visits.
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Affiliation(s)
- Samuel R. Wittman
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Alejandro Hoberman
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Lindsay M. Sabik
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania
| | - Jonathan G. Yabes
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Kristin N. Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
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Kaushik R. Telehealth and Children with Medical Complexity. Pediatr Ann 2024; 53:e74-e81. [PMID: 38466329 DOI: 10.3928/19382359-20240109-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Although use of telehealth may have begun centuries ago and has grown considerably through the 20th century, the coronavirus disease 2019 pandemic skyrocketed telemedicine's reach, including its use in pediatrics. The American Academy of Pediatrics endorses telehealth as a "critical infrastructure to efficiently implement the medical home model of care." Particularly for children with medical complexity (CMC), telehealth offers great promise to improve access to continuous, coordinated primary care, reduce time to pediatric subspecialty care, and support distance education for both pediatric providers and patients and their families. This article details the numerous benefits of telehealth to CMC with an emphasis on its use as an extender of the medical home, describes the venues in which telehealth augments access to safe, high-quality care, presents best practices in engaging in telehealth encounters, and enumerates barriers that may exacerbate current health inequities. We review current published telehealth patient-/caregiver-level, clinician-level, and payor-level outcomes while revealing research gaps and opportunities. [Pediatr Ann. 2024;53(3):e74-e81.].
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Burns SK, Krishnamurti T, Doan TT, Hanmer J, Hoberman A, Kahn JM, Schweiberger K, Ray KN. Parent Perceptions of Telemedicine for Acute Pediatric Respiratory Tract Infections: Sequential Mixed Methods Study. JMIR Pediatr Parent 2024; 7:e49170. [PMID: 38227360 PMCID: PMC10828946 DOI: 10.2196/49170] [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: 05/25/2023] [Revised: 11/01/2023] [Accepted: 12/13/2023] [Indexed: 01/17/2024] Open
Abstract
BACKGROUND Since 2020, parents have had increasing opportunities to use telemedicine for their children, but how parents decide whether to use telemedicine for acute pediatric care relative to alternative sites of care is not clear. One of the most common reasons parents seek acute care for their children is for acute respiratory tract infections (ARTIs). OBJECTIVE This study aims to examine parental expectations of care via telemedicine for pediatric ARTIs, contrasting expectations of care delivered via primary care telemedicine and direct-to-consumer (DTC) telemedicine. METHODS We performed a sequential mixed methods analysis to examine how parents assess telemedicine for their children's acute care. We used ARTIs as a case study for examining parent perceptions of telemedicine. First, we analyzed semistructured interviews focused on parent responses about the use of telemedicine. Each factor discussed by parents was coded to reflect whether parents indicated it incentivized or disincentivized their preferences for telemedicine versus in-person care. Results were organized by a 7-dimension framework of parental health care seeking that was generated previously, which included dimensions related to care sites (expected access, affordability, clinical quality, and site quality) and dimensions related to child or family factors (perceived illness severity, perceived child susceptibility, and parent self-efficacy). Second, we analyzed responses to a national survey, which inquired about parental expectations of primary care telemedicine, commercial DTC telemedicine, and 3 in-person sites of care (primary care, urgent care, and emergency department) across 21 factors identified through prior qualitative work. To assess whether parents had different expectations of different telemedicine models, we compared survey responses for primary care telemedicine and commercial DTC telemedicine using weighted logistic regression. RESULTS Interview participants (n=40) described factors affecting their perceptions of telemedicine as a care modality for pediatric ARTIs. Generally, factors aligned with access and affordability (eg, decreased wait time and lower out-of-pocket cost) were discussed as potential incentives for telemedicine use, while factors aligned with perceived illness severity, child susceptibility, and clinician quality (eg, trustworthiness) were discussed as potential disincentives for telemedicine use. In survey responses (n=1206), primary care and commercial DTC telemedicine were rated similarly on items related to expected accessibility and affordability. In contrast, on items related to expected quality of care, primary care telemedicine was viewed similarly to in-person primary care, while commercial DTC telemedicine was rated lower. For example, 69.7% (weighted; 842/1197) of respondents anticipated their children would be comfortable and cooperative with primary care telemedicine versus 49.7% (weighted; 584/1193) with commercial DTC telemedicine (P<.001). CONCLUSIONS In a mixed methods analysis focused on telemedicine for ARTIs, parents expressed more concerns about telemedicine quality in commercial DTC models compared with primary care-based telemedicine. These results could help health systems better design telemedicine initiatives to support family-centered care.
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Affiliation(s)
- Sarah K Burns
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Tamar Krishnamurti
- Department of Medicine, University Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Tran T Doan
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Janel Hanmer
- Department of Medicine, University Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Alejandro Hoberman
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Jeremy M Kahn
- Department of Health Policy & Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, United States
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Kelsey Schweiberger
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Kristin N Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
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Burns SK, Krishnamurti T, Doan TT, Kahn JM, Ray KN. Parent Care-Seeking Decisions for Pediatric Acute Respiratory Tract Infections in the United States: A Mental Models Approach. Acad Pediatr 2023; 23:1326-1336. [PMID: 36871609 PMCID: PMC10475487 DOI: 10.1016/j.acap.2023.02.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 02/14/2023] [Accepted: 02/24/2023] [Indexed: 03/07/2023]
Abstract
OBJECTIVE To understand US parent health care-seeking decisions in the context of multiple in-person and telehealth care options. As the health care landscape evolves, new research is needed to explain how parents now decide when and where to seek acute pediatric health care. METHODS We applied a mental models approach, focusing on the archetypal example of care-seeking for pediatric acute respiratory tract infections (ARTIs), by first reviewing pediatric ARTI guidelines with 16 health care professionals to inform 40 subsequent semi-structured interviews with parents of young children in 2021. Interviews were qualitatively coded using thematic analysis, with code frequency and co-occurrence informing the final influence model of parent health care-seeking decisions. RESULTS Parent interviewees identified 33 decisional factors which were synthesized into seven dimensions influencing care-seeking decisions: perceived illness severity, perceived child susceptibility, parental self-efficacy, expected accessibility of care, expected affordability of care, expected quality of clinician, and expected quality of site. The first three dimensions (perceived severity, perceived susceptibility, parental self-efficacy) influenced an initial decision about whether to seek care, while all seven factors influenced a subsequent decision about where to seek care (eg, in-person primary care, primary care-based telehealth, urgent care, direct-to-consumer telehealth). Uncertainty was present within many dimensions (eg, severity, access, quality) indicating potential targets to support parent decision-making processes and optimize care-seeking behaviors. CONCLUSIONS A mental models approach identified dimensions influencing parent choice to seek care and choice of care site for children with ARTIs, suggesting targets to advance family-centered practice and policy.
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Affiliation(s)
- Sarah K Burns
- Department of Pediatrics (SK Burns, TT Doan, and KN Ray), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, PA.
| | - Tamar Krishnamurti
- Department of Medicine (T Krishnamurti), University of Pittsburgh School of Medicine, PA.
| | - Tran T Doan
- Department of Pediatrics (SK Burns, TT Doan, and KN Ray), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, PA.
| | - Jeremy M Kahn
- Department of Health Policy & Management (JM Kahn), University of Pittsburgh Graduate School of Public Health, PA; Department of Critical Care Medicine (JM Kahn), University of Pittsburgh School of Medicine, PA.
| | - Kristin N Ray
- Department of Pediatrics (SK Burns, TT Doan, and KN Ray), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, PA.
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Ray KN, Wittman SR, Yabes JG, Sabik LM, Hoberman A, Mehrotra A. Telemedicine Visits to Children During the Pandemic: Practice-Based Telemedicine Versus Telemedicine-Only Providers. Acad Pediatr 2023; 23:265-270. [PMID: 35589062 PMCID: PMC9666718 DOI: 10.1016/j.acap.2022.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 05/11/2022] [Accepted: 05/11/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE In March 2020, regulatory and payment changes allowed "brick and mortar" pediatric practices to offer practice-based telemedicine for the first time, joining direct-to-consumer (DTC) telemedicine vendors in the ability to offer visits for common acute pediatric concerns via telemedicine. We sought to characterize the relative contribution of practice-based telemedicine versus commercial DTC telemedicine models in provision of children's telemedicine from 2018 through 2021. METHODS Using January 2018 to September 2021 data from Optum's de-identified Clinformatics® Data Mart Database, we identified telemedicine visits by children ≤17, excluding preventive visits and visits to specialists, emergency departments, and urgent care. Among included visits, we defined "telemedicine-only" providers as those with ≥80% of visits via telemedicine and practice-based telemedicine providers as those with ≤50% of visits via telemedicine. We then described the telemedicine visit volume and diagnoses for these categories overall and per 1000 children per month. RESULTS From January 2018 to February 2020, telemedicine-only providers accounted for 57,815 telemedicine visits (90.8%), while practice-based telemedicine accounted for 4192 telemedicine visits (6.6%). From March 2020 to September 2021, telemedicine-only providers accounted for 38,282 telemedicine visits (6.1%), while practice-based telemedicine accounted for 555,125 telemedicine visits (88.2%). Per month, telemedicine visits to practice-based telemedicine providers increased from pre-pandemic to pandemic periods (0.1 vs 12.9 visits per 1000 children/month), while telemedicine visits to telemedicine-only providers occurred at a similar rate from pre-pandemic to pandemic periods (0.92 vs 0.96 visits per 1000 children/month). CONCLUSIONS We observed a large increase in telemedicine visits during the pandemic, with the growth in visits exclusively occurring among visits to practice-based telemedicine providers as opposed to telemedicine-only providers.
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Affiliation(s)
- Kristin N Ray
- Department of Pediatrics (KN Ray, SR Wittman, and A Hoberman), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa.
| | - Samuel R Wittman
- Department of Pediatrics (KN Ray, SR Wittman, and A Hoberman), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa
| | - Jonathan G Yabes
- Department of Medicine (J Yabes), University of Pittsburgh School of Medicine, Pittsburgh, Pa
| | - Lindsay M Sabik
- Department of Health Policy & Management ( L Sabik), University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pa
| | - Alejandro Hoberman
- Department of Pediatrics (KN Ray, SR Wittman, and A Hoberman), University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa
| | - Ateev Mehrotra
- Department of Health Care Policy (A Mehrotra), Harvard Medical School, Boston, Mass
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Kukafka R, Eysenbach G, Burns S, Doan TT, Schweiberger KA, Yabes JG, Hanmer J, Krishnamurti T. Parent-Reported Use of Pediatric Primary Care Telemedicine: Survey Study. J Med Internet Res 2023; 25:e42892. [PMID: 36757763 PMCID: PMC9951070 DOI: 10.2196/42892] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/18/2022] [Accepted: 01/19/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Telemedicine delivered from primary care practices became widely available for children during the COVID-19 pandemic. OBJECTIVE Focusing on children with a usual source of care, we aimed to examine factors associated with use of primary care telemedicine. METHODS In February 2022, we surveyed parents of children aged ≤17 years on the AmeriSpeak panel, a probability-based panel of representative US households, about their children's telemedicine use. We first compared sociodemographic factors among respondents who did and did not report a usual source of care for their children. Among those reporting a usual source of care, we used Rao-Scott F tests to examine factors associated with parent-reported use versus nonuse of primary care telemedicine for their children. RESULTS Of 1206 respondents, 1054 reported a usual source of care for their children. Of these respondents, 301 of 1054 (weighted percentage 28%) reported primary care telemedicine visits for their children. Factors associated with primary care telemedicine use versus nonuse included having a child with a chronic medical condition (87/301, weighted percentage 27% vs 113/753, 15%, respectively; P=.002), metropolitan residence (262/301, weighted percentage 88% vs 598/753, 78%, respectively; P=.004), greater internet connectivity concerns (60/301, weighted percentage 24% vs 116/753, 16%, respectively; P=.05), and greater health literacy (285/301, weighted percentage 96% vs 693/753, 91%, respectively; P=.005). CONCLUSIONS In a national sample of respondents with a usual source of care for their children, approximately one-quarter reported use of primary care telemedicine for their children as of 2022. Equitable access to primary care telemedicine may be enhanced by promoting access to primary care, sustaining payment for primary care telemedicine, addressing barriers in nonmetropolitan practices, and designing for lower health-literacy populations.
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Affiliation(s)
| | | | - Sarah Burns
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States
| | - Tran T Doan
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Jonathan G Yabes
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Janel Hanmer
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Tamar Krishnamurti
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
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Wittman SR, Yabes JG, Sabik LM, Kahn JM, Ray KN. Patient and Family Factors Associated with Use of Telemedicine Visits for Pediatric Acute Respiratory Tract Infections, 2018-2019. Telemed J E Health 2023; 29:127-136. [PMID: 35639360 PMCID: PMC9918348 DOI: 10.1089/tmj.2022.0097] [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] [Received: 02/28/2022] [Revised: 04/18/2022] [Accepted: 04/20/2022] [Indexed: 01/12/2023] Open
Abstract
Background: Pediatric acute respiratory tract infections (ARTIs) were a common reason for commercial direct-to-consumer (DTC) telemedicine use before the COVID-19 pandemic, but the factors associated with this use are unknown. Objective: To identify child and family factors associated with use of commercial DTC telemedicine for ARTIs in 2018-2019. Methods: We performed a retrospective cohort analysis of claims data from the Optum Clinformatics® Data Mart Database. Among children with ARTI visits, we fitted logit models to examine child and family characteristics associated with DTC telemedicine use. Results: Of 660,725 children with ARTI visits, 12,944 (2.0%) had ≥1 commercial DTC telemedicine encounter. The odds of DTC telemedicine use were higher for children with age ≥12 years, lower parent educational attainment, higher household income, white non-Hispanic race/ethnicity, and residency in the West South Central census division. Conclusion: In 2018-2019, commercial DTC telemedicine use varied with child age, child race/ethnicity parent educational attainment, household income, and geography.
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Affiliation(s)
- Samuel R. Wittman
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jonathan G. Yabes
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Lindsay M. Sabik
- Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Jeremy M. Kahn
- Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Kristin N. Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Fiks AG, Kelly MK, Nwokeji U, Ramachandran J, Ray KN, Gozal D. A Pediatric Telemedicine Research Agenda: Another Important Task for Pediatric Chairs. J Pediatr 2022; 251:40-43.e3. [PMID: 35944724 PMCID: PMC9439872 DOI: 10.1016/j.jpeds.2022.07.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 07/22/2022] [Indexed: 11/20/2022]
Affiliation(s)
- Alexander G. Fiks
- Center for Pediatric Clinical Effectiveness, Possibilities Project, and Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA,Reprint requests: Alexander G. Fiks, MD, MSCE, Director, Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, 2716 South Street, Rm 10-473, Philadelphia, PA 19146
| | - Mary Kate Kelly
- Center for Pediatric Clinical Effectiveness, Possibilities Project, and Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Uchenna Nwokeji
- Center for Pediatric Clinical Effectiveness, Possibilities Project, and Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Janani Ramachandran
- Center for Pediatric Clinical Effectiveness, Possibilities Project, and Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Kristin N. Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - David Gozal
- Department of Child Health, University of Missouri, Columbia, MO
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Osmanlliu E, Burstein B, Tamblyn R, Buckeridge DL. Assessing the potential for virtualizable care in the pediatric emergency department. J Telemed Telecare 2022:1357633X221133415. [PMID: 36408736 DOI: 10.1177/1357633x221133415] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
INTRODUCTION There is increasing interest for patient-to-provider telemedicine in pediatric acute care. The suitability of telemedicine (virtualizability) for visits in this setting has not been formally assessed. We estimated the proportion of in-person pediatric emergency department (PED) visits that were potentially virtualizable, and identified factors associated with virtualizable care. METHODS This was a retrospective analysis of in-person visits at the PED of a Canadian tertiary pediatric hospital (02/2018-12/2019). Three definitions of virtualizable care were developed: (1) a definition based on "resource use" classifying visits as virtualizable if they resulted in a home discharge, no diagnostic testing, and no return visit within 72 h; (2) a "diagnostic definition" based on primary ED diagnosis; and (3) a stringent "combined definition" by which visits were classified as virtualizable if they met both the resource use and diagnostic definitions. Multivariable logistic regression was used to identify factors associated with telemedicine suitability. RESULTS There were 130,535 eligible visits from 80,727 individual patients during the study period. Using the most stringent combined definition of telemedicine suitability, 37.9% (95% confidence interval (CI) 37.6%-38.2%) of in-person visits were virtualizable. Overnight visits (adjusted odds ratio (aOR) 1.16-1.37), non-Canadian citizenship (aOR 1.10-1.18), ethnocultural vulnerability (aOR 1.14-1.22), and a consultation for head trauma (aOR 3.50-4.60) were associated with higher telemedicine suitability across definitions. DISCUSSION There is a high potential for patient-to-provider telemedicine in the PED setting. Local patient and visit-level characteristics must be considered in the design of safe and inclusive telemedicine models for pediatric acute care.
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Affiliation(s)
- Esli Osmanlliu
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine and Health Sciences, 10040McGill University, Montréal, Canada
- Pediatric Emergency Medicine Division, 12367McGill University Health Center, McGill University, Montréal, Canada
- 507266McGill Clinical & Health Informatics (MCHI) Research Group, McGill University, Montréal, Canada
| | - Brett Burstein
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine and Health Sciences, 10040McGill University, Montréal, Canada
- Pediatric Emergency Medicine Division, 12367McGill University Health Center, McGill University, Montréal, Canada
| | - Robyn Tamblyn
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine and Health Sciences, 10040McGill University, Montréal, Canada
- 507266McGill Clinical & Health Informatics (MCHI) Research Group, McGill University, Montréal, Canada
| | - David L Buckeridge
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine and Health Sciences, 10040McGill University, Montréal, Canada
- 507266McGill Clinical & Health Informatics (MCHI) Research Group, McGill University, Montréal, Canada
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12
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Ezzibdeh R, Munjal T, Ahmad I, Valdez TA. Artificial intelligence and tele-otoscopy: A window into the future of pediatric otology. Int J Pediatr Otorhinolaryngol 2022; 160:111229. [PMID: 35816971 DOI: 10.1016/j.ijporl.2022.111229] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 06/30/2022] [Accepted: 07/01/2022] [Indexed: 10/17/2022]
Abstract
Telehealth in otolaryngology is gaining popularity as a potential tool for increased access for rural populations, decreased specialist wait times, and overall savings to the healthcare system. The adoption of telehealth has been dramatically increased by the COVID-19 pandemic limiting patients' physical access to hospitals and clinics. One of the key challenges to telehealth in general otolaryngology and otology specifically is the limited physical examination possible on the ear canal and middle ear. This is compounded in pediatric populations who commonly present with middle ear pathologies which can be challenging to diagnose even in the clinic. To address this need, various otoscopes have been designed to allow patients, their parents, or primary care providers to image the tympanic membrane and middle ear, and send data to otolaryngologists for review. Furthermore, the ability of these devices to capture images in digital format has opened the possibility of using artificial intelligence for quick and reliable diagnostic workup. In this manuscript, we provide a concise review of the literature regarding the efficacy of remote otoscopy, as well as recent efforts on the use of artificial intelligence in aiding otologic diagnoses.
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Affiliation(s)
- Rami Ezzibdeh
- Department of Otolaryngology Head and Neck Surgery, Stanford University School of Medicine, United States.
| | - Tina Munjal
- Department of Otolaryngology Head and Neck Surgery, Stanford University School of Medicine, United States.
| | - Iram Ahmad
- Department of Otolaryngology Head and Neck Surgery, Stanford University School of Medicine, United States.
| | - Tulio A Valdez
- Department of Otolaryngology Head and Neck Surgery, Stanford University School of Medicine, United States.
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13
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Diaz VA, Su Z, King KL, Ford DW, Kruis RD, Marsden JE, Cooper NA, Mauldin PD, Player MS. Preventive Care Utilization by Patients Who Use Virtual Urgent Care. Telemed J E Health 2022; 28:1458-1463. [PMID: 35333636 DOI: 10.1089/tmj.2021.0310] [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: 11/12/2022] Open
Abstract
Introduction: The use of direct to patient (DTP) telemedicine for common acute conditions is widespread. It provides certain advantages over in-person visits, but has led to concerns about fragmentation of care. It is unknown whether use of DTP telemedicine decreases use of primary care services in a way that leads to missed preventive screenings and immunizations. Methods: Virtual urgent care (VUC) is a DTP telemedicine service to treat common acute conditions. All VUC encounters completed at an academic health system from July 2018 to December 2019 were evaluated and analyzed in 2020. Only patients established with primary care (at least one primary care visit in the same year as VUC encounter) were included. Specific preventive screenings (breast cancer, gonorrhea/chlamydia, and cervical cancer) and immunizations (tetanus and influenza) were characterized as up to date based on national guidelines. Chi-squares and multivariate logistic regressions were used to assess receipt of screenings and immunizations. Regressions included VUC and primary care utilization and demographic factors. Results: Patients evaluated (N = 1025) were mostly 25-50 years old (69.7%), women (81.8%), and white (74.9%). More than half (56.5%) had only used VUC once. In multivariate analyses, VUC utilization was not negatively associated with any of the preventive services evaluated, whereas primary care utilization was associated with receipt of both immunizations and gonorrhea/chlamydia screening. Conclusions: Higher VUC utilization is not negatively associated with receipt of preventive services, as long as a primary care relationship is established. VUC may provide a useful method of encouraging receipt of preventive services, especially for younger patients.
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Affiliation(s)
- Vanessa A Diaz
- Department of Family Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Zemin Su
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Kathryn L King
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Dee W Ford
- Department of Pulmonary and Critical Care Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ryan D Kruis
- Center for Telehealth, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Justin E Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Nicole A Cooper
- Department of Family Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Marty S Player
- Department of Family Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
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14
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Elder JW, Stein D, Scott TL. Direct-to-Consumer Academic Telemedicine. TELEMEDICINE REPORTS 2022; 3:62-66. [PMID: 35720446 PMCID: PMC9004289 DOI: 10.1089/tmr.2022.0001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/04/2022] [Indexed: 06/15/2023]
Abstract
Over the past 2 years, telemedicine has skyrocketed as COVID-19 propelled innovation and implementation at unparalleled rates. Within the UC Davis academic health system, a new paradigm for telemedicine emerged: direct-to-consumer telemedicine. The video-based telemedicine program has become the largest of its kind in California and is staffed by 80 providers (MDs, APPs) across five clinical departments/groups (primary care practice group, family and community medicine department, emergency medicine department, the nursing department, and the physical medicine and rehabilitation department). September 2021 marked the 1-year anniversary of a journey that has opened access, improved coordination, and become a workforce engine for our evolving virtual health infrastructure.
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Affiliation(s)
- Joshua W. Elder
- UC Davis Health, Sacramento, California, USA
- Department of Emergency Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - Daniel Stein
- Department of Innovation Technology, UC Davis Health, Sacramento, California, USA
| | - Tamara L. Scott
- Department of Ambulatory Practice Innovation, UC Davis Health, Sacramento, California, USA
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15
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Guo R, Hou M, Han Y, Feng XL. Access, charge and quality of tele-dermatology e-consults in China: A standardized patients study. Digit Health 2022; 8:20552076221140763. [PMID: 36465986 PMCID: PMC9716584 DOI: 10.1177/20552076221140763] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/02/2022] [Indexed: 12/03/2023] Open
Abstract
OBJECTIVE Direct-to-consumer telemedicine is rapidly changing the way that patients seek medical care. This study provided the first report on access, cost and quality of text- and image-based tele-dermatology e-consults, in China. METHODS We adopted the Standardized Patients approach to evaluate the services of tele-dermatology e-consults in two metropolitan cities, that is, Beijing and Hangzhou, in China. We measured quality from four dimensions: service process, diagnosis accuracy, prescription and treatment comprehensiveness, based on China's national clinical guidelines. We performed logistic regressions to investigate factors that were associated with high-quality care. RESULTS For 114 physicians eligible for inclusion, we succeeded in 87 (76%) validated visits. The median waiting time was 100 minutes (IQR 19-243 minutes) and the median length of consultation was 636 minutes (about 10 hours, IQR 188-1528 minutes). Per visit costs varied from $0 to $38, with a median of $8 (IQR 4-9). Among all, 15% of visits showed high quality in service process, 84% arrived in the correct diagnosis, 24% provided high-quality prescriptions and 71% provided comprehensive treatment. Providing images was associated with high quality in service process (OR 7.22, 95% CI 1.49-34.88). Visits in metropolitan Beijing and on non-work days had better prescription quality than that in metropolitan Hangzhou (OR 6.05, 95% CI 1.75-20.95) and that on workdays (OR 3.75, 95%CI 1.27-11.04), respectively. CONCLUSIONS Tele-dermatology e-consults seem to be easy to access and less expensive in China. However, great efforts are warranted to ensure that service processes and prescriptions adhere to clinical guidelines.
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Affiliation(s)
- Rui Guo
- School of Public Health, Capital Medical University, Beijing, China
| | - Mengchi Hou
- China Aerospace Science & Industry Corporation 731 Hospital, Beijing, China
| | - Yangyang Han
- Beijing Chinese Medical Hospital Affiliated to Capital Medical University, Beijing, China
| | - Xing Lin Feng
- Department of Health Policy and Management, School of Public Health, Peking University, Beijing, China
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16
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Ray KN, Keller D. Telehealth and pediatric care: policy to optimize access, outcomes, and equity. Pediatr Res 2022; 92:1496-1499. [PMID: 36114243 PMCID: PMC9483346 DOI: 10.1038/s41390-022-02306-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 08/27/2022] [Indexed: 12/30/2022]
Affiliation(s)
- Kristin N. Ray
- grid.21925.3d0000 0004 1936 9000Department of Pediatrics, University of Pittsburgh, 3414 Fifth Avenue, Pittsburgh, PA 15213 USA
| | - David Keller
- grid.430503.10000 0001 0703 675XUniversity of Colorado Anschultz Medical Campus, 13001 East 17th Place, Campus Box C290, Aurora, CO 80045 USA
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17
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Leventer-Roberts M, Shimoni N, Feldman B, Bachrach A, Selah T, Wolff L, Waisman Y. Diagnoses and Health Care Utilization for After-Hours Telemedicine Versus Primary Care Visits. Acad Pediatr 2021; 21:1414-1419. [PMID: 34284149 DOI: 10.1016/j.acap.2021.07.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/12/2021] [Accepted: 07/13/2021] [Indexed: 12/30/2022]
Abstract
OBJECTIVE The use of a nation-wide, pediatricians online (PO) after-hours telemedicine service has been offered in Israel for more than a decade. We sought to compare PO visits with those to the primary care pediatrician (PCP). METHODS This is a retrospective cross-sectional study using Israel's largest health care provider database. We included children aged 0 to 18 years using either PO or PCP between 2015 and 2018. We compared the baseline characteristics, matching by socioeconomic status, chronic illness, and diagnosis, and compared their admission rates, laboratory testing, and medication prescription. RESULTS During this study period there were 262,541 PO visits and a random 10% sample of PCP visits which yielded 1,813,103 visits. Users of PO were more likely to have a higher socioeconomic status (43% vs 28.9%), fever (13.3% vs 4.4%) and less likely to have acute respiratory conditions (8.8% vs 16.7%). Users of PO had higher rates of emergency department admissions (2.9% vs 0.4%), hospital admissions (0.9% vs 0.2%), and lower rates of laboratory testing (3.7% vs 7.4%) and medication prescription (42.0% vs 52.0%) within 24 hours. All differences were statistically significant (P < .005). CONCLUSIONS Our pediatric telemedicine service operating after-hours has been found to be feasible, and widely used, for a myriad of clinical conditions. Significant differences exist between PO and PCP visit characteristics and outcomes. However, it remained unclear whether these differences reflect the difference in the patient population or whether they are the result of the different clinical services. Further research is warranted to clarify this matter.
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Affiliation(s)
- Maya Leventer-Roberts
- Departments of Environmental Medicine and Public Health and Pediatrics, Icahn School of Medicine at Mount Sinai (M Leventer-Roberts), New York, NY; Clalit Research Institute (M Leventer-Roberts, N Shimoni, B Feldman, and A Bachrach), Tel Aviv, Israel.
| | - Nadav Shimoni
- Clalit Research Institute (M Leventer-Roberts, N Shimoni, B Feldman, and A Bachrach), Tel Aviv, Israel
| | - Becca Feldman
- Clalit Research Institute (M Leventer-Roberts, N Shimoni, B Feldman, and A Bachrach), Tel Aviv, Israel
| | - Asaf Bachrach
- Clalit Research Institute (M Leventer-Roberts, N Shimoni, B Feldman, and A Bachrach), Tel Aviv, Israel
| | - Tomer Selah
- Clalit Health Services (T Selah, L Wolff, and Y Waisman), Tel Aviv, Israel
| | - Leor Wolff
- Clalit Health Services (T Selah, L Wolff, and Y Waisman), Tel Aviv, Israel
| | - Yehezkel Waisman
- Clalit Health Services (T Selah, L Wolff, and Y Waisman), Tel Aviv, Israel
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18
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Ray KN, Martin JM, Wolfson D, Schweiberger K, Schoemer P, Cepullio C, Iagnemma J, Hoberman A. Antibiotic Prescribing for Acute Respiratory Tract Infections During Telemedicine Visits Within a Pediatric Primary Care Network. Acad Pediatr 2021; 21:1239-1243. [PMID: 33741531 DOI: 10.1016/j.acap.2021.03.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 02/28/2021] [Accepted: 03/12/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Regulatory and payment changes associated with COVID-19 facilitated wide-spread use of telehealth within pediatric primary care starting in March 2020. Given prior quality concerns about antibiotic management for children during telemedicine visits outside of primary care, we sought to examine acute respiratory tract infection (ARTI) visit volume and antibiotic management for children via telemedicine integrated within pediatric primary care. METHODS Using electronic health record data from 47 practices within a large pediatric primary care network, we identified visits for ARTI from April to September 2020. For these visits, we categorized antibiotic management consistent with clinical guidelines as guideline concordant. We compared telemedicine and in-person visit guideline-concordant antibiotic management, diagnoses, and antibiotic prescribing using chi-square tests and examined trends over time using descriptive statistics. Antibiotic stewardship during the study period included learning collaborative videoconferences and sharing of clinic and clinician-level metrics through an interactive dashboard. RESULTS During the 6-month period, 8332 ARTI visits were identified, with 3003 (36%) via telemedicine. Guideline-concordant antibiotic management occurred in 92.5% of telemedicine visits compared to 90.7% of in-person office visits (P = .004). Telemedicine ARTI visits receiving diagnoses of acute otitis media or streptococcal pharyngitis declined from peak of 52% (May) to 7% (September). Guideline-concordant antibiotic management of sinusitis and viral ARTI during telemedicine visits increased from 88% (April) to 97% (September). CONCLUSION With active antibiotic stewardship, pediatricians practicing within certified medical homes consistently delivered highly guideline-concordant care for ARTIs to their patient population via telemedicine integrated into primary care.
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Affiliation(s)
- Kristin N Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa.
| | - Judith M Martin
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa
| | | | - Kelsey Schweiberger
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa
| | - Pam Schoemer
- UPMC Children's Community Pediatrics, Wexford, Pa
| | | | | | - Alejandro Hoberman
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pa
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19
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Li KY, Zhu Z, Ng S, Ellimoottil C. Direct-To-Consumer Telemedicine Visits For Acute Respiratory Infections Linked To More Downstream Visits. Health Aff (Millwood) 2021; 40:596-602. [PMID: 33819099 DOI: 10.1377/hlthaff.2020.01741] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Use of direct-to-consumer telemedicine-on-demand virtual care for minor medical issues-is growing rapidly. Although it may yield immediate savings by diverting health care from higher-cost settings, these savings could be countered if direct-to-consumer telemedicine increases follow-up care and, therefore, episode costs. Comparing downstream care utilization data from a large, commercial payer for the period 2016-19, we found that patients with initial visits for acute respiratory infection were more likely to obtain follow-up care within seven days after direct-to-consumer telemedicine visits (10.3 percent) than after in-person visits (5.9 percent). In both settings approximately 90 percent of patients did not obtain additional care. The telemedicine cohort had fewer (0.5 percent versus 0.6 percent) emergency department visits-a small but statistically significant difference-but more subsequent office, urgent care, and telemedicine visits. Our findings suggest that potential savings from shifting initial care to a direct-to-consumer telemedicine setting should be balanced against the potential for higher spending on downstream care.
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Affiliation(s)
- Kathleen Yinran Li
- Kathleen Yinran Li is an adjunct clinical lecturer in the Department of Emergency Medicine at the University of Michigan, in Ann Arbor, Michigan. She is also a research fellow and instructor in the Department of Emergency Medicine at Mount Sinai Hospital, in New York, New York
| | - Ziwei Zhu
- Ziwei Zhu is a statistician intermediate in the Department of Urology at the University of Michigan
| | - Sophia Ng
- Sophia Ng is a statistician senior in the Institute for Healthcare Policy and Innovation at the University of Michigan
| | - Chad Ellimoottil
- Chad Ellimoottil is an assistant professor of urology and principal investigator of the Institute for Healthcare Policy and Innovation's Telehealth Research Incubator, all at the University of Michigan
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20
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Phillips AA, Sable CA, Atabaki SM, Waggaman C, Bost JE, Harahsheh AS. Ambulatory cardiology telemedicine: a large academic pediatric center experience. J Investig Med 2021; 69:1372-1376. [DOI: 10.1136/jim-2021-001800] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2021] [Indexed: 12/31/2022]
Abstract
We performed a retrospective study of cardiology telemedicine visits at a large academic pediatric center between 2016 and 2019 (pre COVID-19). Telemedicine patient visits were matched to data from their previous in-person visits, to evaluate any significant differences in total charge, insurance compensation, patient payment, percent reimbursement and zero reimbursement. Miles were measured between patient’s home and the address of previous visit. We found statistically significant differences in mean charges of telemedicine versus in-person visits (2019US$) (172.95 vs 218.27, p=0.0046), patient payment for telemedicine visits versus in-person visits (2019US$) (11.13 vs 62.83, p≤0.001), insurance reimbursement (2019US$) (65.18 vs 110.85, p≤0.001) and insurance reimbursement rate (43% vs 61%, p=0.0029). Rate of zero reimbursement was not different. Mean distance from cardiology clinic was 35 miles. No adverse outcomes were detected. This small retrospective study showed cost reduction and a decrease in travel time for families participating in telemedicine visits. Future work is needed to enhance compensation for telemedicine visits.
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21
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Antibiotic stewardship in direct-to-consumer telemedicine consultations leads to high adherence to best practice guidelines and a low prescription rate. Int J Infect Dis 2021; 105:130-134. [PMID: 33578013 DOI: 10.1016/j.ijid.2021.02.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 02/03/2021] [Accepted: 02/05/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To analyze the antibiotic prescription rate in low-risk patients evaluated at a telemedicine program that adopts antibiotic stewardship protocols. METHODS Adult patients who accessed a single direct-to-consumer telemedicine center (Jan/2019-Feb/2020) were retrospectively enrolled. Diseases amenable to antimicrobial treatment were classified under five diagnostic groups: upper respiratory tract infection (URI), acute pharyngotonsillitis (PT), acute sinusitis (AS), urinary tract infection (UTI), and acute diarrhea (AD). Physicians were trained on and advised to strictly follow the current guideline recommendations supported by institutional antibiotic stewardship protocols, readily available online during consultations. We analyzed the antibiotic prescription rate among patients, referral rate, and antibiotic class through descriptive statistics. RESULTS A total of 2328 patients were included in the study. A total of 2085 (89·6%) patients were discharged with usual recommendations, medication (if needed), and instructions about red flags, while 243 (10·4%) were referred to a face-to-face consultation. Among the discharged patients, the antibiotic prescription rates by the diagnostic group were URI - 2·5%, PT - 35·0%, AS - 51·8%, UTI - 91.6%, and AD - 1·6%. In most cases, prescribed antibiotics were in line with institutional stewardship protocols. CONCLUSIONS Low prescription rate of antibiotics can be achieved using antibiotic stewardship protocols at direct-to-consumer telemedicine consultations, showing high adherence to international guidelines. These results reinforce telemedicine as a cost-effective and safe strategy for the initial assessment of acute non-urgent symptoms.
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22
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Schweiberger K, Hoberman A, Iagnemma J, Schoemer P, Squire J, Taormina J, Wolfson D, Ray KN. Practice-Level Variation in Telemedicine Use in a Pediatric Primary Care Network During the COVID-19 Pandemic: Retrospective Analysis and Survey Study. J Med Internet Res 2020; 22:e24345. [PMID: 33290244 PMCID: PMC7752181 DOI: 10.2196/24345] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 12/02/2020] [Accepted: 12/03/2020] [Indexed: 01/18/2023] Open
Abstract
Background Telehealth, the delivery of health care through telecommunication technology, has potential to address multiple health system concerns. Despite this potential, only 15% of pediatric primary care clinicians reported using telemedicine as of 2016, with the majority identifying inadequate payment for these services as the largest barrier to their adoption. The COVID-19 pandemic led to rapid changes in payment and regulations surrounding telehealth, enabling its integration into primary care pediatrics. Objective Due to limited use of telemedicine in primary care pediatrics prior to the COVID-19 pandemic, much is unknown about the role of telemedicine in pediatric primary care. To address this gap in knowledge, we examined the association between practice-level telemedicine use within a large pediatric primary care network and practice characteristics, telemedicine visit diagnoses, in-person visit volumes, child-level variations in telemedicine use, and clinician attitudes toward telemedicine. Methods We analyzed electronic health record data from 45 primary care practices and administered a clinician survey to practice clinicians. Practices were stratified into tertiles based on rates of telemedicine use (low, intermediate, high) per 1000 patients per week during a two-week period (April 19 to May 2, 2020). By practice tertile, we compared (1) practice characteristics, (2) telemedicine visit diagnoses, (3) rates of in-person visits to the office, urgent care, and the emergency department, (4) child-level variation in telemedicine use, and (5) clinician attitudes toward telemedicine across these practices. Results Across pediatric primary care practices, telemedicine visit rates ranged from 5 to 23 telemedicine visits per 1000 patients per week. Across all tertiles, the most frequent telemedicine visit diagnoses were mental health (28%-36% of visits) and dermatologic (15%-28%). Compared to low telemedicine use practices, high telemedicine use practices had fewer in-person office visits (10 vs 16 visits per 1000 patients per week, P=.005) but more total encounters overall (in-office and telemedicine: 28 vs 22 visits per 1000 patients per week, P=.006). Telemedicine use varied with child age, race and ethnicity, and recent preventive care; however, no significant interactions existed between these characteristics and practice-level telemedicine use. Finally, clinician attitudes regarding the usability and impact of telemedicine did not vary significantly across tertiles. Conclusions Across a network of pediatric practices, we identified significant practice-level variation in telemedicine use, with increased use associated with more varied telemedicine diagnoses, fewer in-person office visits, and increased overall primary care encounter volume. Thus, in the context of the pandemic, when underutilization of primary care was prevalent, higher practice-level telemedicine use supported pediatric primary care encounter volume closer to usual rates. Child-level telemedicine use differed by child age, race and ethnicity, and recent preventive care, building upon prior concerns about differences in access to telemedicine. However, increased practice-level use of telemedicine services was not associated with reduced or increased differences in use, suggesting that further work is needed to promote equitable access to primary care telemedicine.
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Affiliation(s)
- Kelsey Schweiberger
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States
| | - Alejandro Hoberman
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.,UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
| | | | - Pamela Schoemer
- UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
| | - Joseph Squire
- UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
| | - Jill Taormina
- UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
| | - David Wolfson
- UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
| | - Kristin N Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.,UPMC Children's Community Pediatrics, Pittsburgh, PA, United States
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Cui F, Ma Q, He X, Zhai Y, Zhao J, Chen B, Sun D, Shi J, Cao M, Wang Z. Implementation and Application of Telemedicine in China: Cross-Sectional Study. JMIR Mhealth Uhealth 2020; 8:e18426. [PMID: 33095175 PMCID: PMC7647817 DOI: 10.2196/18426] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 08/29/2020] [Accepted: 10/02/2020] [Indexed: 12/21/2022] Open
Abstract
Background Telemedicine has been used widely in China and has benefited a large number of patients, but little is known about the overall development of telemedicine. Objective The aim of this study was to perform a national survey to identify the overall implementation and application of telemedicine in Chinese tertiary hospitals and provide a scientific basis for the successful expansion of telemedicine in the future. Methods The method of probability proportionate to size sampling was adopted to collect data from 161 tertiary hospitals in 29 provinces, autonomous regions, and municipalities. Charts and statistical tests were applied to compare the development of telemedicine, including management, network, data storage, software and hardware equipment, and application of telemedicine. Ordinal logistic regression was used to analyze the relationship between these factors and telemedicine service effect. Results Approximately 93.8% (151/161) of the tertiary hospitals carried out telemedicine services in business-to-business mode. The most widely used type of telemedicine network was the virtual private network with a usage rate of 55.3% (89/161). Only a few tertiary hospitals did not establish data security and cybersecurity measures. Of the 161 hospitals that took part in the survey, 100 (62.1%) conducted remote videoconferencing supported by hardware instead of software. The top 5 telemedicine services implemented in the hospitals were teleconsultation, remote education, telediagnosis of medical images, tele-electrocardiography, and telepathology, with coverage rates of 86.3% (139/161), 57.1% (92/161), 49.7% (80/161), 37.9% (61/161), and 33.5% (54/161), respectively. The average annual service volume of teleconsultation reached 714 cases per hospital. Teleconsultation and telediagnosis were the core charging services. Multivariate analysis indicated that the adoption of direct-to-consumer mode (P=.003), support from scientific research funds (P=.01), charging for services (P<.001), number of medical professionals (P=.04), network type (P=.02), sharing data with other hospitals (P=.04), and expertise level (P=.03) were related to the effect of teleconsultation. Direct-to-consumer mode (P=.01), research funding (P=.01), charging for services (P=.01), establishment of professional management departments (P=.04), and 15 or more instances of remote education every month (P=.01) were found to significantly influence the effect of remote education. Conclusions A variety of telemedicine services have been implemented in tertiary hospitals in China with a promising prospect, but the sustainability and further standardization of telemedicine in China are still far from accomplished.
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Affiliation(s)
- Fangfang Cui
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Qianqian Ma
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Xianying He
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Yunkai Zhai
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China.,School of Management Engineering, Zhengzhou University, Zhengzhou, Henan, China
| | - Jie Zhao
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Baozhan Chen
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Dongxu Sun
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Jinming Shi
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Mingbo Cao
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
| | - Zhenbo Wang
- National Engineering Laboratory for Internet Medical Systems and Applications, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,National Telemedicine Center of China, Zhengzhou, Henan, China
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Huth K, Hotz A, Starmer AJ. Patient Safety in Ambulatory Pediatrics. CURRENT TREATMENT OPTIONS IN PEDIATRICS 2020; 6:350-365. [PMID: 38624507 PMCID: PMC7553853 DOI: 10.1007/s40746-020-00213-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/03/2020] [Indexed: 05/16/2023]
Abstract
Purpose of Review The majority of patient care occurs in the ambulatory setting, and pediatric patients are at high risk of medical error and harm. Prior studies have described various safety threats in ambulatory pediatrics, and little is known about effective strategies to minimize error. The purpose of this review is to identify best practices for optimizing safety in ambulatory pediatrics. Recent Findings The majority of the patient safety literature in ambulatory pediatrics describes frequencies and types of medical errors. Study of effective interventions to reduce error, and particularly to reduce harm, have been limited. There is evidence that medical complexity and social context are important modifiers of risk. Telemedicine has emerged as a care delivery model with potential to ameliorate and exacerbate safety threats. Though there is variation across studies, developing a safety culture, partnerships with patients and families, and use of structured communication are strategies that support patient safety. Summary There is no standardized taxonomy for errors in ambulatory pediatrics, but errors related to medications, vaccines, diagnosis, and care coordination and care transitions are commonly described. Evidence-based approaches to optimize safety include standardized prescribing and medication reconciliation practices, appropriate use of decision support tools in the electronic health record, and communication strategies like teach-back. Further high-quality intervention studies in pediatric ambulatory care that assess impact on patient harm and clinical outcomes should be prioritized.
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Affiliation(s)
- Kathleen Huth
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA USA
| | - Arda Hotz
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA USA
| | - Amy J. Starmer
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA USA
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Abstract
Pediatric practice increasingly involves providing care for children with medical complexity. Telehealth offers a strategy for providers and health care systems to improve care for these patients and their families. However, lack of awareness related to the unintended negative consequences of telehealth on vulnerable populations--coupled with failure to intentional design best practices for telehealth initiatives--implies that these novel technologies may worsen health disparities in the long run. This article reviews the positive and negative implications of telehealth. In addition, to achieve optimal implementation of telehealth, it discusses 10 considerations to promote optimal care of children using these technologies.
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Affiliation(s)
- Eli M Cahan
- Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA 94305, USA; NYU School of Medicine, New York, NY 10010, USA.
| | | | - Nirav R Shah
- Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA 94305, USA
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Nachum S, Gogia K, Clark S, Hsu H, Sharma R, Greenwald PW. An Evaluation of Kiosks for Direct-to-Consumer Telemedicine Using the National Quality Forum Assessment Framework. Telemed J E Health 2020; 27:178-183. [PMID: 32589518 DOI: 10.1089/tmj.2019.0318] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Evaluation of direct-to-consumer (DTC) telemedicine programs has focused on care delivery via personal electronic devices. Telemedicine kiosks for the delivery of virtual urgent care services have not been systematically described. Introduction: Our institution has placed kiosks for DTC urgent care in pharmacies. These kiosks can be used without a personal electronic device. Materials and Methods: Retrospective review of adult patients using pharmacy-based kiosks (kiosk) or personal electronic devices (app) for DTC evaluation. Data for patient characteristics, wait time, technical quality, visit duration diagnosis codes, follow-up recommendations, and whether the patient was traveling were compared. Results were interpreted using the National Quality Forum framework for telemedicine service evaluation, focused on access, experience, and effectiveness. Comparisons were made using chi-square test, Student's t-test, and Wilcoxon rank-sum tests. Results: Over 1 year there were 1,996 DTC visits; 238 (12%) initiated from kiosks. Kiosk patients were slightly older (mean age 38 ± 13 vs. 35 ± 11; p < 0.001), more likely to be male (52% vs. 39%; p < 0.001), more likely to be remote from home (25% vs. 3%; p < 0.001), and had less technical difficulty (10% vs. 19%; p = 0.003). Referral for urgent in-person evaluation was low in both groups (10% kiosk vs. 16%; app p = 0.017). Discussion: Kiosks may increase access to care and improve technical experience. Low urgent referral rates suggest effective care for both types of visit. Conclusions: Despite their potential advantages, kiosk visits accounted for a minority of overall visits for our DTC telemedicine service line, and daily use of each kiosk location was low.
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Affiliation(s)
- Sapir Nachum
- Department of Medicine and Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
| | - Kriti Gogia
- Department of Emergency Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
| | - Sunday Clark
- Department of Emergency Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
| | - Hanson Hsu
- Department of Emergency Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
| | - Rahul Sharma
- Department of Emergency Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
| | - Peter W Greenwald
- Department of Emergency Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, New York, USA
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Ray KN, Shi Z, Ganguli I, Rao A, Orav EJ, Mehrotra A. Trends in Pediatric Primary Care Visits Among Commercially Insured US Children, 2008-2016. JAMA Pediatr 2020; 174:350-357. [PMID: 31961428 PMCID: PMC6990970 DOI: 10.1001/jamapediatrics.2019.5509] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Primary care is the foundation of pediatric care. While policy interventions have focused on improving access and quality of primary care, trends in overall use of primary care among children have not been described. OBJECTIVE To assess trends in primary care visit rates and out-of-pocket costs, to examine variation in these trends by patient and visit characteristics, and to assess shifts to alternative care options (eg, retail clinics, urgent care, and telemedicine). DESIGN, SETTING, AND PARTICIPANTS Observational cohort study of claims data from 2008 to 2016 for children 17 years and younger covered by a large national commercial health plan. Visit rate per 100 child-years was determined for each year overall, by child and geographic characteristics, and by visit type (eg, primary diagnosis), and trends were assessed with a series of child-year Poisson models. Data were analyzed from November 2017 to September 2019. MAIN OUTCOMES AND MEASURES Visits to primary care and other settings. RESULTS This cohort study included more than 71 million pediatric primary care visits over 29 million pediatric child-years (51% male in 2008 and 2016; 37% between 12-17 years in 2008 and 38% between 12-17 years in 2016). Unadjusted results for primary care visit rates per 100 child-years decreased from 259.6 in 2008 to 227.2 in 2016, yielding a regression-estimated change in primary care visits across the 9 years of -14.4% (95% CI, -15.0% to -13.9%; absolute change: -32.4 visits per 100 child-years). After controlling for shifts in demographics, the relative decrease was -12.8% (95% CI, -13.3% to -12.2%). Preventive care visits per 100 child-years increased from 74.9 in 2008 to 83.2 visits in 2016 (9.9% change in visit rate; 95% CI, 9.0%-10.9%; absolute change: 8.3 visits per 100 child-years), while problem-based visits per 100 child-years decreased from 184.7 in 2008 to 144.1 in 2016 (-24.1%; 95% CI, -24.6% to -23.5%; absolute change: -40.6 visits per 100 child-years). Visit rates decreased for all diagnostic groups except for the behavioral and psychiatric category. Out-of-pocket costs for problem-based primary care visits increased by 42% during the same period. Per 100 child-years, visits to other acute care venues increased from 21.3 to 27.6 (30.3%; 95% CI, 28.5% to 32.1%; absolute change: 6.3 visits per 100 child-years) and visits to specialists from 45.2 to 53.5 (16.4%; 95% CI, 14.8% to 18.0%, absolute change: 8.3 visits per 100 child-years). CONCLUSIONS AND RELEVANCE Primary care visit rates among commercially insured children decreased over the last decade. Increases in out-of-pocket costs and shifts to other venues appear to explain some of this decrease.
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Affiliation(s)
- Kristin N. Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Zhuo Shi
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Ishani Ganguli
- Department of Medicine, Harvard Medical School, Boston, Massachusetts,Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Aarti Rao
- Icahn School of Medicine at Mt Sinai, New York City, New York
| | - E. John Orav
- Department of Medicine, Harvard Medical School, Boston, Massachusetts,Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts,Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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28
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Ganguli I, Shi Z, Orav EJ, Rao A, Ray KN, Mehrotra A. Declining Use of Primary Care Among Commercially Insured Adults in the United States, 2008-2016. Ann Intern Med 2020; 172:240-247. [PMID: 32016285 DOI: 10.7326/m19-1834] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Primary care is known to improve outcomes and lower health care costs, prompting recent U.S. policy efforts to expand its role. Nonetheless, there is early evidence of a decline in per capita primary care visit rates, and little is understood about what is contributing to the decline. OBJECTIVE To describe primary care provider (PCP) visit trends among adults enrolled with a large, national, commercial insurer and assess factors underlying a potential decline in PCP visits. DESIGN Descriptive repeated cross-sectional study using 100% deidentified claims data from the insurer, 2008-2016. A 5% claims sample was used for Poisson regression models to quantify visit trends. SETTING National, population-based. PARTICIPANTS Adult health plan members aged 18 to 64 years. MEASUREMENTS PCP visit rates per 100 member-years. RESULTS In total, 142 million primary care visits among 94 million member-years were examined. Visits to PCPs declined by 24.2%, from 169.5 to 134.3 visits per 100 member-years, while the proportion of adults with no PCP visits in a given year rose from 38.1% to 46.4%. Rates of visits addressing low-acuity conditions decreased by 47.7% (95% CI, -48.1% to -47.3%). The decline was largest among the youngest adults (-27.6% [CI, -28.2% to -27.1%]), those without chronic conditions (-26.4% [CI, -26.7% to -26.1%]), and those living in the lowest-income areas (-31.4% [CI, -31.8% to -30.9%]). Out-of-pocket cost per problem-based visit rose by $9.4 (31.5%). Visit rates to specialists remained stable (-0.08% [CI, -0.56% to 0.40%]), and visits to alternative venues, such as urgent care clinics, increased by 46.9% (CI, 45.8% to 48.1%). LIMITATION Data were limited to a single commercial insurer and did not capture nonbilled clinician-patient interactions. CONCLUSION Commercially insured adults have been visiting PCPs less often, and nearly one half had no PCP visits in a given year by 2016. Our results suggest that this decline may be explained by decreased real or perceived visit needs, financial deterrents, and use of alternative sources of care. PRIMARY FUNDING SOURCE None.
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Affiliation(s)
- Ishani Ganguli
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - Zhuo Shi
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - E John Orav
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - Aarti Rao
- Icahn School of Medicine at Mount Sinai, New York City, New York (A.R.)
| | - Kristin N Ray
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (K.N.R.)
| | - Ateev Mehrotra
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
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Yeramosu D, Kwok F, Kahn JM, Ray KN. Validation of use of billing codes for identifying telemedicine encounters in administrative data. BMC Health Serv Res 2019; 19:928. [PMID: 31796039 PMCID: PMC6892196 DOI: 10.1186/s12913-019-4753-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 11/19/2019] [Indexed: 11/12/2022] Open
Abstract
Background Telemedicine is the use of telecommunication technology to remotely provide healthcare services. Evaluation of telemedicine use often relies on administrative data, but the validity of identifying telemedicine encounters in administrative data is not known. The objective of this study was to assess the accuracy of billing codes for identifying telemedicine use. Methods In this retrospective study of encounters within a large integrated health system from January 2016 to December 2017, we examined the accuracy of billing codes for identifying live-interactive and store-and-forward telemedicine encounters compared to manual chart review. To further examine external validity, we applied these codes and assessed patient and visit characteristics for identified live-interactive telemedicine encounters and store-and-forward telemedicine encounters in a second data set. Results In manual review of 390 encounters, 75 encounters were live-interactive telemedicine and 158 were store-and-forward telemedicine. In weighted analysis, the presence of the GT modifier in the absence of the GQ modifier or CPT code 99444 yielded 100% sensitivity and 99.99% specificity for identification of live-interactive telemedicine encounters. The presence of either the GQ modifier or the CPT code 99444 had 100% sensitivity and 100% specificity for identification of store-and-forward telemedicine encounters. Applying these algorithms to a second data set (n = 5,917,555) identified telemedicine encounters with expected patient and visit characteristics. Conclusions These findings provide support for use of CPT codes to perform telemedicine research in administrative data, aiding ongoing work to understand the role of non-face-to-face care in optimizing health care delivery.
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Affiliation(s)
- Deepika Yeramosu
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Florence Kwok
- Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Jeremy M Kahn
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.,Department of Health Policy & Management, University of Pittsburgh Graduate School of Public Health, 3414 Fifth Avenue, Pittsburgh, PA, 15213, USA
| | - Kristin N Ray
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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30
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Elliott T, Yopes MC. Direct-to-Consumer Telemedicine. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2019; 7:2546-2552. [DOI: 10.1016/j.jaip.2019.06.027] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 06/11/2019] [Accepted: 06/21/2019] [Indexed: 11/28/2022]
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31
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Sprecher E, Finkelstein JA. Telemedicine and Antibiotic Use: One Click Forward or Two Steps Back? Pediatrics 2019; 144:peds.2019-1585. [PMID: 31371465 DOI: 10.1542/peds.2019-1585] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/11/2019] [Indexed: 11/24/2022] Open
Affiliation(s)
- Eli Sprecher
- Division of General Pediatrics, Boston Children's Hospital, Boston, Massachusetts; and .,Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Jonathan A Finkelstein
- Division of General Pediatrics, Boston Children's Hospital, Boston, Massachusetts; and.,Department of Population Medicine
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32
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Foster CB, Martinez KA, Sabella C, Weaver GP, Rothberg MB. Patient Satisfaction and Antibiotic Prescribing for Respiratory Infections by Telemedicine. Pediatrics 2019; 144:peds.2019-0844. [PMID: 31371464 DOI: 10.1542/peds.2019-0844] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/11/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Respiratory tract infections (RTIs) are a common reason for direct-to-consumer (DTC) telemedicine consultation. Antibiotic prescribing during video-only DTC telemedicine encounters was explored for pediatric RTIs. METHODS Encounter data were obtained from a nationwide DTC telemedicine platform. Mixed-effects regression was used to assess variation in antibiotic receipt by patient and physician factors as well as the association between antibiotic receipt and visit length or patient satisfaction. RESULTS Of 12 842 RTI encounters with 560 physicians, antibiotics were prescribed in 55%. The provider was more likely to receive a 5-star rating from the parent when an antibiotic was prescribed (93.4% vs 80.8%). A 5-star rating was associated with a prescription for an antibiotic (odds ratio [OR] 3.38; 95% confidence interval [CI] 2.84 to 4.02), an antiviral (OR 2.56; 95% CI 1.81 to 3.64), or a nonantibiotic (OR 1.93; 95% CI 1.58 to 2.36). Visit length was associated with higher odds of a 5-star rating only when no antibiotic was prescribed (OR 1.03 per 6 seconds; 95% CI 1.01 to 1.06). Compared with nonpediatricians, pediatric providers were less likely to prescribe antibiotics (OR 0.44; 95% CI 0.29 to 0.68); however, pediatricians received higher encounter satisfaction ratings (OR 1.50; 95% CI 1.11 to 2.03). CONCLUSIONS During DTC telemedicine consultations for RTIs, pediatric patients were frequently prescribed antibiotics, which correlated with visit satisfaction. Although pediatricians prescribed antibiotics at a lower rate than other physicians, their satisfaction scores were higher. Further work is required to ensure that antibiotic use during DTC telemedicine encounters is guideline concordant.
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Affiliation(s)
- Charles B Foster
- Center for Pediatric Infectious Diseases, Cleveland Clinic Children's
| | | | - Camille Sabella
- Center for Pediatric Infectious Diseases, Cleveland Clinic Children's
| | - Gregory P Weaver
- Center for Value-Based Care Research, and.,Community Care Primary Pediatrics, Cleveland Clinic, Cleveland, Ohio
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33
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Tomines A. Pediatric Telehealth: Approaches by Specialty and Implications for General Pediatric Care. Adv Pediatr 2019; 66:55-85. [PMID: 31230700 DOI: 10.1016/j.yapd.2019.04.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Alan Tomines
- Department of Pediatrics, UCLA Geffen School of Medicine, Los Angeles, CA, USA; Enterprise Information Services, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Harbor-UCLA Medical Center, Torrance, CA, USA; Department of Health Policy and Management, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
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34
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Ray KN, Shi Z, Gidengil CA, Poon SJ, Uscher-Pines L, Mehrotra A. Antibiotic Prescribing During Pediatric Direct-to-Consumer Telemedicine Visits. Pediatrics 2019; 143:e20182491. [PMID: 30962253 PMCID: PMC6565339 DOI: 10.1542/peds.2018-2491] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2019] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Use of commercial direct-to-consumer (DTC) telemedicine outside of the pediatric medical home is increasing among children, and acute respiratory infections (ARIs) are the most commonly diagnosed condition at DTC telemedicine visits. Our objective was to compare the quality of antibiotic prescribing for ARIs among children across 3 settings: DTC telemedicine, urgent care, and the primary care provider (PCP) office. METHODS In a retrospective cohort study using 2015-2016 claims data from a large national commercial health plan, we identified ARI visits by children (0-17 years old), excluding visits with comorbidities that could affect antibiotic decisions. Visits were matched on age, sex, chronic medical complexity, state, rurality, health plan type, and ARI diagnosis category. Within the matched sample, we compared the percentage of ARI visits with any antibiotic prescribing and the percentage of ARI visits with guideline-concordant antibiotic management. RESULTS There were 4604 DTC telemedicine, 38 408 urgent care, and 485 201 PCP visits for ARIs in the matched sample. Antibiotic prescribing was higher for DTC telemedicine visits than for other settings (52% of DTC telemedicine visits versus 42% urgent care and 31% PCP visits; P < .001 for both comparisons). Guideline-concordant antibiotic management was lower at DTC telemedicine visits than at other settings (59% of DTC telemedicine visits versus 67% urgent care and 78% PCP visits; P < .001 for both comparisons). CONCLUSIONS At DTC telemedicine visits, children with ARIs were more likely to receive antibiotics and less likely to receive guideline-concordant antibiotic management compared to children at PCP visits and urgent care visits.
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Affiliation(s)
- Kristin N Ray
- Department of Pediatrics, School of Medicine, University of Pittsburgh and Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania;
| | - Zhuo Shi
- Department of Health Care Policy, Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Courtney A Gidengil
- RAND Corporation, Boston, Massachusetts
- Division of Infectious Diseases, Boston Children's Hospital, Boston, Massachusetts
| | - Sabrina J Poon
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Harvard University, Boston, Massachusetts
- Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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