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Cartwright EJ, Patel PR. Opportunities for Enhanced Prevention and Control of Hepatitis C Through Improved Screening and Testing Efforts. J Infect Dis 2024; 229:S350-S356. [PMID: 37739791 PMCID: PMC10961945 DOI: 10.1093/infdis/jiad199] [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: 03/21/2023] [Revised: 05/11/2023] [Accepted: 05/31/2023] [Indexed: 09/24/2023] Open
Abstract
An estimated 2.4 million people in the United States are living with hepatitis C virus (HCV) infection. In 2020, the Centers for Disease Control and Prevention updated hepatitis C screening recommendations to test adults aged ≥18 years at least once in a lifetime and pregnant persons during each pregnancy. For those with ongoing exposure to HCV, periodic testing is recommended. The recommended testing sequence is to obtain an HCV antibody test and, when positive, perform an HCV RNA test. Examination of HCV care cascades has found that incomplete HCV testing occurs when a separate visit is required to obtain the HCV RNA test. Hepatitis C core antigen testing has been shown to be a useful tool for diagnosing current HCV infection in some settings. Hepatitis C testing that is completed, accurate, and efficient is necessary to achieve hepatitis C elimination goals.
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Affiliation(s)
- Emily J. Cartwright
- Division of Viral Hepatitis, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, CDC
- Emory University, Atlanta Georgia
- Atlanta VA Health Care System, Decatur, Georgia
| | - Priti R. Patel
- Division of Viral Hepatitis, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, CDC
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Hao R, Brooks R, Zelenev A, Spinner G, Barakat L, Villanueva M. Expanded or Risk Factor-Based Annual Screening for Hepatitis C Virus (HCV) Among Persons With HIV: Which Is the Best Approach? Health Promot Pract 2023; 24:1009-1017. [PMID: 37439817 DOI: 10.1177/15248399231169794] [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: 07/14/2023]
Abstract
Introduction. Universal one-time screening for hepatitis C virus (HCV) is recommended for all adults. For persons with HIV (PWH), guidelines recommend HCV screening at entry into care and annually in men who have unprotected sex with other men (MSM) and persons who inject drugs (PWID). Public health experts recommend expanded annual screening in all PWH given concerns for undiagnosed new HCV diagnoses when risk factors are not assessed. Electronic medical record (EMR) with clinical decision support using a Best Practice Advisory (BPA) tool can aid HCV risk factor assessment. We conducted a prospective study among three HIV clinics to compare the two screening approaches. Methods. Two clinics implemented the EMR-triggered risk factor-based screening; one clinic used the expanded screening approach. We evaluated BPA uptake and compared HCV testing and positivity rates from August 12, 2019 to March 12, 2020. Results. In the risk factor-based screening clinics, of 1,343 PWH, 239 tests were performed with 139 attributed to the BPA (testing rate 10%). At the expanded screening site, among 434 patients, 237 HCV tests were performed (testing rate 55%). The risk factor-based screening sites were less likely to test for HCV (odds ratio [OR] = 0.0884, p < .01) and identify positive cases (OR = 0.55, p = .025). Conclusions. An EMR-based clinical-decision support tool was successfully implemented for HCV risk factor-based screening resulting in a lower HCV annual screening rate compared with an expanded approach. Although in this group of HIV clinics with limited longitudinal follow-up, no previously undiagnosed HCV cases were detected, additional work is needed to guide the design of the best approach.
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Affiliation(s)
| | | | | | - Gary Spinner
- Southwest Community Health Center, Bridgeport, CT, USA
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Hack B, Sanghavi K, Gundapaneni S, Fernandez S, Hughes J, Huang S, Basch P, Fong A, Fishbein D. HCV universal EHR prompt successfully increases screening, highlights potential disparities. PLoS One 2023; 18:e0279972. [PMID: 36862699 PMCID: PMC9980726 DOI: 10.1371/journal.pone.0279972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 12/19/2022] [Indexed: 03/03/2023] Open
Abstract
BACKGROUND & OBJECTIVES Screening for hepatitis C virus is the first critical decision point for preventing morbidity and mortality from HCV cirrhosis and hepatocellular carcinoma and will ultimately contribute to global elimination of a curable disease. This study aims to portray the changes over time in HCV screening rates and the screened population characteristics following the 2020 implementation of an electronic health record (EHR) alert for universal screening in the outpatient setting in a large healthcare system in the US mid-Atlantic region. METHODS Data was abstracted from the EHR on all outpatients from 1/1/2017 through 10/31/2021, including individual demographics and their HCV antibody (Ab) screening dates. For a limited period centered on the implementation of the HCV alert, mixed effects multivariable regression analyses were performed to compare the timeline and characteristics of those screened and un-screened. The final models included socio-demographic covariates of interest, time period (pre/post) and an interaction term between time period and sex. We also examined a model with time as a monthly variable to look at the potential impact of COVID-19 on screening for HCV. RESULTS Absolute number of screens and screening rate increased by 103% and 62%, respectively, after adopting the universal EHR alert. Patients with Medicaid were more likely to be screened than private insurance (ORadj 1.10, 95% CI: 1.05, 1.15), while those with Medicare were less likely (ORadj 0.62, 95% CI: 0.62, 0.65); and Black (ORadj 1.59, 95% CI: 1.53, 1.64) race more than White. CONCLUSIONS Implementation of universal EHR alerts could prove to be a critical next step in HCV elimination. Those with Medicare and Medicaid insurance were not screened proportionately to the national prevalence of HCV in these populations. Our findings support increased screening and re-testing efforts for those at high risk of HCV.
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Affiliation(s)
- Benjamin Hack
- Georgetown University School of Medicine, Washington, D.C., United States of America
- * E-mail:
| | - Kavya Sanghavi
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
| | - Sravya Gundapaneni
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
- Ross University School of Medicine, Miramar, FL, United States of America
| | - Stephen Fernandez
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
| | - Justin Hughes
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
| | - Sean Huang
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
- Georgetown University School of Nursing, Department of Health Systems Administration, Washington, D.C., United States of America
| | - Peter Basch
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
- MedStar Institute for Innovation, Ambulatory Electronic Health Record and Information Technology Policy, Washington, D.C., United States of America
| | - Allan Fong
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
| | - Dawn Fishbein
- MedStar Health Research Institute, Viral Hepatitis Research, Washington, D.C., United States of America
- MedStar Washington Hospital Center, Department of Infectious Diseases, Washington, D.C., United States of America
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Wang AE, Hsieh E, Turner BJ, Terrault N. Integrating Management of Hepatitis C Infection into Primary Care: the Key to Hepatitis C Elimination Efforts. J Gen Intern Med 2022; 37:3435-3443. [PMID: 35484367 PMCID: PMC9551010 DOI: 10.1007/s11606-022-07628-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 04/18/2022] [Indexed: 11/24/2022]
Abstract
Elimination of hepatitis C virus (HCV), a leading cause of liver disease in the USA and globally, has been made possible with the advent of highly efficacious direct acting antivirals (DAAs). DAA regimens offer cure of HCV with 8-12 weeks of a well-tolerated once daily therapy. With increasingly straightforward diagnostic and treatment algorithms, HCV infection can be managed not only by specialists, but also by primary care providers. Engaging primary care providers greatly increases capacity to diagnose and treat chronic HCV and ultimately make HCV elimination a reality. However, barriers remain at each step in the HCV cascade of care from screening to evaluation and treatment. Since primary care is at the forefront of patient contact, it represents the ideal place to concentrate efforts to identify barriers and implement solutions to achieve universal HCV screening and increase curative treatment.
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Affiliation(s)
- Allison E Wang
- Department of Internal Medicine, University of Southern California, Los Angeles, CA, USA
| | - Eric Hsieh
- Department of Internal Medicine, University of Southern California, Los Angeles, CA, USA
| | - Barbara J Turner
- Department of Internal Medicine, University of Southern California, Los Angeles, CA, USA
| | - Norah Terrault
- Department of Internal Medicine, University of Southern California, Los Angeles, CA, USA.
- Division of Gastrointestinal and Liver Diseases, Department of Medicine, University of Southern California, Los Angeles, CA, USA.
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Halket D, Dang J, Phadke A, Jayasekera C, Kim WR, Kwo P, Downing L, Goel A. Targeted Electronic Patient Portal Messaging Increases Hepatitis C Virus Screening in Primary Care: a Randomized Study. J Gen Intern Med 2022; 37:3318-3324. [PMID: 35230622 PMCID: PMC9551157 DOI: 10.1007/s11606-022-07460-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 02/04/2022] [Indexed: 12/09/2022]
Abstract
IMPORTANCE Electronic health record (EHR) tools such as direct-to-patient messaging and automated lab orders are effective at improving uptake of preventive health measures. It is unknown if patient engagement in primary care impacts efficacy of such messaging. OBJECTIVE To determine whether more engaged patients, defined as those who have an upcoming visit scheduled, are more likely to respond to a direct-to-patient message with an automated lab order for hepatitis C virus (HCV) screening. DESIGN Randomized trial PARTICIPANTS: One thousand six hundred randomly selected Stanford Primary Care patients, 800 with an upcoming visit within 6 months and 800 without, born between 1945 and 1965 who were due for HCV screening. Each group was randomly divided into cohorts of 400 subjects each. Subjects were followed for 1 year. INTERVENTION One 400 subject cohort in each group received a direct-to-patient message through the EHR portal with HCV antibody lab order. MAIN OUTCOME AND MEASURE The EHR was queried on a monthly basis for 6 months after the intervention to monitor which subjects completed HCV screening. For any subjects screened positive for HCV, follow-up through the cascade of HCV care was monitored, and if needed, scheduled by the study team. KEY RESULTS Of 1600 subjects, 538 (34%) completed HCV screening. In the stratum without an upcoming appointment, 18% in the control group completed screening compared to 26% in intervention group (p<0.01). Similarly, in the stratum with an upcoming appointment, 34% in the control group completed screening compared to 58% in the intervention group (p<0.01). CONCLUSION Direct-to-patient messaging coupled with automated lab orders improved HCV screening rates compared to standard of care, particularly in more engaged patients. Including this intervention in primary care can maximize screening with each visit, which is particularly valuable in times when physical throughput in the healthcare system may be low.
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Affiliation(s)
- Douglas Halket
- Division of Primary Care and Population Health, Stanford University, Palo Alto, CA, USA.
| | - Jimmy Dang
- Population Health, Stanford Hospital and Clinics, Palo Alto, CA, USA
| | - Anuradha Phadke
- Division of Primary Care and Population Health, Stanford University, Palo Alto, CA, USA
| | | | - W Ray Kim
- Division of Gastroenterology & Hepatology, Stanford University, Palo Alto, CA, USA
| | - Paul Kwo
- Division of Gastroenterology & Hepatology, Stanford University, Palo Alto, CA, USA
| | - Lance Downing
- Department of Medicine, Center for Biomedical Informatics Research, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Aparna Goel
- Division of Gastroenterology & Hepatology, Stanford University, Palo Alto, CA, USA
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Cunningham EB, Wheeler A, Hajarizadeh B, French CE, Roche R, Marshall AD, Fontaine G, Conway A, Valencia BM, Bajis S, Presseau J, Ward JW, Degenhardt L, Dore GJ, Hickman M, Vickerman P, Grebely J. Interventions to enhance testing, linkage to care, and treatment initiation for hepatitis C virus infection: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol 2022; 7:426-445. [PMID: 35303490 DOI: 10.1016/s2468-1253(21)00471-4] [Citation(s) in RCA: 60] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 12/08/2021] [Accepted: 12/08/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Despite the goal set by WHO to eliminate hepatitis C virus (HCV) as a public health threat, uptake of HCV testing and treatment remains low. To achieve this target, evidence-based interventions are needed to address the barriers to care for people with, or at risk of, HCV infection. We aimed to assess the efficacy of interventions to improve HCV antibody testing, HCV RNA testing, linkage to HCV care, and treatment initiation. METHODS In this systematic review and meta-analysis, we searched MEDLINE (PubMed), Scopus, Web of Science, the Cochrane Central Register of Controlled Trials, and PsycINFO without language restrictions for reports published between database inception and July 21, 2020, assessing the following primary outcomes: HCV antibody testing; HCV RNA testing; linkage to HCV care; and direct-acting antiviral treatment initiation. We also searched key conference abstracts. We included randomised and non-randomised studies assessing non-pharmaceutical interventions that included a comparator or control group. Studies were excluded if they enrolled only paediatric populations (aged <18 years) or if they conducted the intervention in a different health-care setting to that of the control or comparator. Authors were contacted to clarify study details and to obtain additional population-level data. Data were extracted from the records identified into a pre-piloted and standardised data extraction form and a random-effects meta-analysis was used to pool the effects of the interventions on study outcomes. This study is registered in PROSPERO, CRD42020178035. FINDINGS Of 15 342 unique records identified, 142 were included, which reported on 148 unique studies (47 randomised controlled trials and 101 non-randomised studies). Medical chart reminders, provider education, and point-of-care antibody testing significantly improved at least three study outcomes compared with a comparator or control. Interventions that simplified HCV testing, including dried blood spot testing, point-of-care antibody testing, reflex RNA testing, and opt-out screening, significantly improved testing outcomes compared with a comparator or control. Enhanced patient and provider support through patient education, provider care coordination, and provider education also significantly improved testing outcomes compared with a comparator or control. Integrated care and patient navigation or care coordination significantly improved linkage to care and the uptake of direct-acting antiviral treatment compared with a comparator or control. INTERPRETATION Several interventions to improve HCV care that address several key barriers to HCV care were identified. New models of HCV care must be designed and implemented to address the barriers faced by the population of interest. Further high-quality research, including rigorously designed randomised studies, is still needed in key populations. FUNDING None.
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Affiliation(s)
| | - Alice Wheeler
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia
| | | | - Clare E French
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; National Institute for Health Research Health Protection Research Unit in Behavioural Science and Evaluation, University of Bristol, Bristol, UK
| | - Rachel Roche
- Blood Safety, Hepatitis, Sexually Transmitted Infections and HIV Division, National Infection Service, Public Health England Colindale, London, UK; National Institute for Health Research Health Protection Research Unit in Blood Borne and Sexually Transmitted Infections at UCL, National Institute for Health Research, London, UK
| | - Alison D Marshall
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia; Centre for Social Research in Health, UNSW Sydney, Sydney, NSW, Australia
| | - Guillaume Fontaine
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada; Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Anna Conway
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia; Centre for Social Research in Health, UNSW Sydney, Sydney, NSW, Australia
| | | | - Sahar Bajis
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia
| | - Justin Presseau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - John W Ward
- Coalition for Global Hepatitis Elimination, The Task Force for Global Health, Decatur, GA, USA
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Gregory J Dore
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Jason Grebely
- The Kirby Institute, UNSW Sydney, Sydney, NSW, Australia
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Willis VC, Thomas Craig KJ, Jabbarpour Y, Scheufele EL, Arriaga YE, Ajinkya M, Rhee KB, Bazemore A. Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review. JMIR Med Inform 2022; 10:e33518. [PMID: 35060909 PMCID: PMC8817213 DOI: 10.2196/33518] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 11/19/2021] [Accepted: 12/04/2021] [Indexed: 12/20/2022] Open
Abstract
Background Disease prevention is a central aspect of primary care practice and is comprised of primary (eg, vaccinations), secondary (eg, screenings), tertiary (eg, chronic condition monitoring), and quaternary (eg, prevention of overmedicalization) levels. Despite rapid digital transformation of primary care practices, digital health interventions (DHIs) in preventive care have yet to be systematically evaluated. Objective This review aimed to identify and describe the scope and use of current DHIs for preventive care in primary care settings. Methods A scoping review to identify literature published from 2014 to 2020 was conducted across multiple databases using keywords and Medical Subject Headings terms covering primary care professionals, prevention and care management, and digital health. A subgroup analysis identified relevant studies conducted in US primary care settings, excluding DHIs that use the electronic health record (EHR) as a retrospective data capture tool. Technology descriptions, outcomes (eg, health care performance and implementation science), and study quality as per Oxford levels of evidence were abstracted. Results The search yielded 5274 citations, of which 1060 full-text articles were identified. Following a subgroup analysis, 241 articles met the inclusion criteria. Studies primarily examined DHIs among health information technologies, including EHRs (166/241, 68.9%), clinical decision support (88/241, 36.5%), telehealth (88/241, 36.5%), and multiple technologies (154/241, 63.9%). DHIs were predominantly used for tertiary prevention (131/241, 54.4%). Of the core primary care functions, comprehensiveness was addressed most frequently (213/241, 88.4%). DHI users were providers (205/241, 85.1%), patients (111/241, 46.1%), or multiple types (89/241, 36.9%). Reported outcomes were primarily clinical (179/241, 70.1%), and statistically significant improvements were common (192/241, 79.7%). Results were summarized across the following 5 topics for the most novel/distinct DHIs: population-centered, patient-centered, care access expansion, panel-centered (dashboarding), and application-driven DHIs. The quality of the included studies was moderate to low. Conclusions Preventive DHIs in primary care settings demonstrated meaningful improvements in both clinical and nonclinical outcomes, and across user types; however, adoption and implementation in the US were limited primarily to EHR platforms, and users were mainly clinicians receiving alerts regarding care management for their patients. Evaluations of negative results, effects on health disparities, and many other gaps remain to be explored.
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Affiliation(s)
- Van C Willis
- Center for Artificial Intelligence, Research, and Evaluation, IBM Watson Health, Cambridge, MA, United States
| | - Kelly Jean Thomas Craig
- Center for Artificial Intelligence, Research, and Evaluation, IBM Watson Health, Cambridge, MA, United States
| | - Yalda Jabbarpour
- Policy Studies in Family Medicine and Primary Care, The Robert Graham Center, American Academy of Family Physicians, Washington, DC, United States
| | - Elisabeth L Scheufele
- Center for Artificial Intelligence, Research, and Evaluation, IBM Watson Health, Cambridge, MA, United States
| | - Yull E Arriaga
- Center for Artificial Intelligence, Research, and Evaluation, IBM Watson Health, Cambridge, MA, United States
| | - Monica Ajinkya
- Policy Studies in Family Medicine and Primary Care, The Robert Graham Center, American Academy of Family Physicians, Washington, DC, United States
| | - Kyu B Rhee
- Center for Artificial Intelligence, Research, and Evaluation, IBM Watson Health, Cambridge, MA, United States
| | - Andrew Bazemore
- The American Board of Family Medicine, Lexington, KY, United States
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Haridy J, Iyngkaran G, Nicoll A, Hebbard G, Tse E, Fazio T. eHealth Technologies for Screening, Diagnosis, and Management of Viral Hepatitis: A Systematic Review. Clin Gastroenterol Hepatol 2021; 19:1139-1150.e30. [PMID: 32896632 DOI: 10.1016/j.cgh.2020.09.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 08/31/2020] [Accepted: 09/02/2020] [Indexed: 01/30/2023]
Abstract
BACKGROUND & AIMS Chronic viral hepatitis is a leading cause of worldwide liver-related morbidity and mortality, despite the availability of effective treatments that reduce or prevent complications in most patients. Electronic-health (eHealth) technologies have potential to intervene along the whole cascade of care. We aimed to summarize available literature on eHealth interventions with respect to conventional screening, diagnostic and treatment outcomes in chronic hepatitis B (HBV) and hepatitis C (HCV). METHODS We systematically reviewed MEDLINE, EMBASE, Cochrane Library and international conference abstracts, including studies published from 2009 - 2020. Overall 80 studies were included, covering electronic medical record (EMR) interventions (n=39), telemedicine (n=20), mHealth (n=5), devices (n=4), clinical decision support (n=3), web-based (n=5), social media (n=1) and electronic communication (n=3). RESULTS Compared to standard care, EMR alerts increase screening rates in eligible populations including birth cohort screening in HCV, universal HCV screening in Emergency Departments, ethnic groups with high HBV prevalence, and HBV screening prior to immunosuppression. Direct messaging alerts to providers and automated testing may have a greater effect. No significant difference was found in sustained virological response outcomes between telemedicine and face-to-face management for community, rural and prison cohorts in HCV in the direct acting antiviral era of treatment, with higher patient satisfaction in telemedicine groups. CONCLUSIONS EMR alerts significantly increase screening rates in eligible cohorts in both chronic HBV and HCV. Telemedicine is equally efficacious to face-to-face care in HCV treatment. Other eHealth technologies show promise; however rigorous studies are lacking.
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Affiliation(s)
- James Haridy
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia; Department of Gastroenterology and Hepatology, Eastern Health, Melbourne, Australia.
| | - Guru Iyngkaran
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia; Department of Gastroenterology, Royal Darwin Hospital, Darwin, Australia
| | - Amanda Nicoll
- Department of Gastroenterology and Hepatology, Eastern Health, Melbourne, Australia; Monash University, Eastern Health Clinical School, Melbourne, Australia
| | - Geoffrey Hebbard
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia
| | - Edmund Tse
- Department of Gastroenterology, Royal Darwin Hospital, Darwin, Australia; Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide, Australia; University of Adelaide, School of Medicine, Faculty of Health and Medical Sciences, Adelaide, Australia
| | - Timothy Fazio
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Metabolic Diseases Unit, Royal Melbourne Hospital, Melbourne, Australia; Business Intelligence Unit, Royal Melbourne Hospital, Melbourne, Australia
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