Telehealth is an effective option to fight the outbreak of COVID-19. This review aims to systematically characterize the utilization and applications of telehealth during the COVID-19 pandemic focusing mainly on technology implementations.
This study was conducted in accordance with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA). The literature search was conducted in Science Direct, IEEE XPLORE, Scopus, and Web of Science databases from January 2020 until July 2021, with an English language restriction. A quality assessment was based on the Critical Appraisal Skills Programs checklist.
The included studies focused on the implementation of technology for telehealth, multidisciplinary approach, service satisfaction, guidelines, and medical training. They provided illustrative insight into the strategy of telehealth in different medical specialties, such as pediatric gastroenterology, oncology, ophthalmology, and laryngology. Nonsurgical specialties had the greatest number of telehealth visits. Clinicians showed positive attitudes toward the implementation of video telehealth visits; patients report high levels of satisfaction with this care and strong interest in continuing this modality as a significant portion of clinical practice.
This systematic review provided an illustrative insight into the strategy of telehealth for different purposes. According to our findings, telehealth may be used in different medical area with a clear strategy of intervention according to patients’ and doctors’ needs.
During this pandemic, healthcare organizations developed appropriate traits of flexibility and innovation to deal with institutional pressures [1,2,3]. The coronavirus disease 2019 (COVID-19) pandemic imposed the need for social distancing by also interrupting the hospital services. In response to this, innovations using information technologies were largely used within healthcare organizations .
Telehealth is a complex digital innovation that involves various stakeholders, across professional and organizational boundaries, with a multidisciplinary approach to ensure health care services to patients. Telehealth is the IT-enabled provision of medical services without in-person interactions between physicians and patients . Through remote monitoring of patients, telehealth works as a preventative measure to avoid emergency department and hospital admissions and reduce costs by enabling a fast and accurate response to patients’ needs . Indeed, while doctors take care of patients, the monitoring can be delegated to nurses or even to the patients themselves .
Telemedicine proved to be an effective strategy during the pandemic allowing the patient to connect in real time with health care providers despite the need for social distancing. Thus, this review aims to systematically characterize the utilization of telehealth and its applications during the COVID-19 pandemic focusing mainly on technology implementations.
This study was conducted in accordance with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) . A systematic search of the literature in Sciencedirect, IEEE XPLORE, Scopus and Web of Science databases was performed from January 2020 until July 2021. The following keywords were used: (‘Telehealth’ _OR ‘e-health’ _OR ‘Telecare’ _OR ‘Telehealth’ _OR ‘remote monitoring’ _OR ‘mHealth’ _OR ‘Medical system’ _OR ‘health care service’ _OR ‘Telemedicine’) AND (Disease OR Infection OR Virus OR Epidemic OR Outbreak OR Pandemic OR COVID-19 OR COVID-19 OR SARS-COV-2).
Limited data existed on the telehealth application in COVID-19 since the recent onset of the pandemic. To collect all existing evidences on this topic, we plan to include primary studies such as RCTs, prospective cohort studies, retrospective studies and all kind of reviews published in English language on technologies implementation for telehealth in COVID-19 and non-COVID-19 patients. Conference paper and articles not in English language were excluded.
Data extraction, quality assessment and quantitative analysis
Data were independently extracted from each study by two authors (MV and SDS) using a data recording form developed for this purpose.
Two pairs of independent reviewers performed the initial selection to screen titles and abstracts (MV, SDS). For detailed evaluation, a full-text copy of relevant studies was obtained. Using a pre-standardized data extraction form, paired reviewers (MV, SDS) extracted the data from each study.
Title, year, type of study, setting, aim, strategy/type of telehealth, personnel involved, outcomes and main findings of included studies were considered data of interest for this systematic review.
Two reviewers (MF, GS) checked the accuracy of data extracted and further evaluated the quality of included studies. The Critical Appraisal Skills Programs checklist was used as quality assessment checklist; it included 11 criteria  to ensure the quality of the included studies. Each assessed criteria could be assigned a quality score of 0 for ‘does not meet’, 0.5 for ‘partially meet’ and 1 for ‘fully meet’. The total quality score of each article ranges from 0 to 11. According to this, a signified high-quality article is defined by a high score. Any possible disagreement on data extraction and quality assessment was solved through consultation with an external reviewer, if needed.
For the purpose of quantitative analysis, we planned to collect the number of visits and possible quantitative outcomes reported by the included studies.
A total of 6567 records were identified across the different databases. After the screening process, 14 articles related to technology, telehealth, and COVID-19 were included (Fig. 1).
During the quality evaluation process, three studies reached a score of 9.5 points, three studies 9 points, three studies 8.5 points, five studies reached a score ≤ 7 points (Table 1).
Figure 2 summarized the category of telehealth evaluated in the included studies.
Six studies focused on the implementation of technology for telehealth [8,9,10,11,12,13]. Berg et al. , Saleem et al. , Goenka et al. , Hron et al. , and Strol et al.  discussed the usefulness of telehealth during the COVID-19 in different medical specialties, such as pediatric gastroenterology, ophthalmology, radiation oncology, inpatient clinics and laryngology. Berg et al.  found that telehealth may improve clinical outcome in children with inflammatory bowel disease. Saleem et al.  reported the implementation of a workflow diagram that maps the ophthalmology telehealth visit process with the aim to adapt it for the daily evaluation. Goenka et al.  found that the 2-way audio telehealth visits were associated with lower billing codes compared with in-person visits. Horn et al.  reported that the host of 1820 inpatients, for a total amount of 104 647 min of telehealth, were sufficient to build rapport and to perform a reasonable clinical examination. Strol et al.  discussed the key areas to implement the telehealth visits in a tertiary-care laryngology practice. They stated that the key areas were the set-up of the visit, patient examination and treatment, optimization of the tele-visit, limitations of the tele-visit and reimbursement considerations . Franciosi et al.  reported that telehealth is an essential tool with the potential to improve access to health care, particularly in nonprocedural specialties. The authors  showed the potential shortcomings of telemedicine services for non-English speaking patients and the increased number of telehealth visits for nonsurgical specialties. Cassar et al.  reported the experience of using a team called the ‘community covid-19 initial assessment team’ in managing covid-19 patients. They found that the use of telehealth visits did not increase the morbidity and mortality of infected patients . Three studies focused on the service satisfaction [15,16,17]. Gentry et al.  showed the high satisfaction, acceptability, feasibility and appropriateness of mental health clinicians while using video telehealth visits. Smith et al.  highlighted the positive attitude of women underwent fetal ultrasound telemedicine service and the consequent reduction in family costs and journey times. Checcucci et al.  reported the high appreciation of patients suffering from benign urological diseases, referring to phone-call visit (phone counselling) as useful telemedicine tool.
Two studies provided guidelines to healthcare workers [18, 19]. Harris et al.  reported systematic protocols for telehealth intervention in post-acute and long-term care facility residents in order to reduce mortality and hospitalization rates. Basil et al.  highlighted the effectiveness of telehealth visits by reporting the incidence of the conversion to in-person visit for only 26 out of 2157 telehealth visits. The authors  provided guidelines to perform and standardize the telehealth for neurological examination. One study focused on technology  by discussing the strategic role of telehealth in managing the COVID-19 pandemic to relieve congested health-care facilities and avoid the risk of further infection. The author reported the effectiveness of a 3-T model, that is tracking, testing and treating, to defeat the spread of COVID-19. One study highlighted the medical training . In particular Cerqueira-Silva et al.  described a strategy combing telehealth and medical training to mitigate the adverse effects of the COVID-19 pandemic. Patients staying at home received a guidance to avoid disease transmission and reduce the spread of pandemic.
Table 2 summarized study design, setting, aim, type of telehealth strategy used, personnel involved and outcome/main finding of the included studies.
For the quantitative purpose we were able to identify the amount of telehealth visit performed by each study (Table 1-supplemetary materials).
Three categories of telehealth can be identified by current literature: 1) telehealth visits, a medical visit using of audio and visual telecommunications, 2) virtual check-ins, a brief communication using telephone, audiovisual application, secure text messaging, e-mail, or a patient portal, 3) E-visits through an online patient portal .
Telehealth allows health care professionals to ask special questions, collect required information, triage of patient, and supply consultation while the patient is at home.
An interesting element emerging from this review is the large, estimated amount of telehealth visits in different specialties. Ten articles reported the number of telehealth visits performed during the study periods for a total of 176.414 medical consultations.
The studies included in this systematic review demonstrated the expansion of telemedicine across all medical specialties in many countries in response to a unique and sudden need for virtual medical visits created by the COVID-19 pandemic. Our findings, in line with the literature, showed that nonsurgical specialties have the greatest number of telehealth visits .
Telehealth may add potential benefit in non-emergency/routine areas and in services not requiring in person patient-doctor interaction. In addition, during COVID-19 pandemic, telehealth may have the potential role of delivering health care services for underserved populations by eliminating barriers such as transportation needs, distance from specialty providers, and time off from work .
Telemedicine may also improve health care delivery by substituting in-person care . Remote care reduces the use of different resources in health centers and improves access to care while minimizing the risk of direct transmission of the infectious agent from person to person . Most of the included studies showed the efficacy of telehealth system in drastically reducing the amount of time spent in the room with the patient per day since some portions of the physical exam were remotely performed. Patients and families appreciated minimizing contact with health care providers during a frightening time, and clinicians showed positive attitudes toward the implementation of telehealth visits, and also a strong interest in continuing this modality as a significant portion of clinical practice [15,16,17].
Telehealth is a promising tool that may modernize the traditional in-person clinical practice and inspire alternative ways of organizing or governing the economic activity of health care . According to our findings, telehealth visits are suitable for follow-up visits after patients have already seen the doctor, exam of easy-to-see areas, like eyes or skin, counseling and other mental health services, prescription refills, and monitoring chronic conditions like diabetes or asthma. On the other hand, the in-person visits are better for the first visit, for clinical evaluation that needs a hands-on approach, blood tests, X-rays, and other imaging tests.
While clinical history may be taken in-person and by telehealth, physical examination, instrumental evaluation, and laboratory findings are far from being included in a visit from remote. With those premises we tried to identify a model guiding the use of telemedicine to set which phases of the diagnostic process should be done in person and which ones could rely on telehealth (Table 3).
During the COVID-19 pandemic, telehealth had the aim to screen for infected people, oversee affected subjects, and ensure continuity of care of chronically ill patients. However, as reported by this review, the use of telemedicine was not a homogeneous process . This was due to differences in the awareness of the importance of telemedicine, variability in the quality of the infrastructures, level of informatics literacy of healthcare professionals and patients, and reimbursement schemes and plans. However, the experience collected during the COVID-19 pandemic may help to develop a more coordinated general strategy to favor the implementation of telehealth at large scale in the healthcare systems. In our opinion achieving this goal will be useful to help the healthcare system to be prepared for future pandemic and to develop virtual hospitals, home-base but telehealth-assisted, that may reduce the burden of conventional hospital.
This systematic review provides an illustrative insight into the implementation of telehealth for different purposes. Telehealth may be used in different medical areas with a clear strategy of intervention according to the patients’ and doctors’ needs. As future perspective, we suggest the implementation of telehealth systems to build virtual hospitals, home-based but telehealth-assisted, to reduce the burden of conventional hospital.
Availability of data and materials
The datasets generated and analysed during the current study are not publicly available due [project dataset] but are available from the corresponding author on reasonable request.
Bernardi R, Exworthy M. Clinical managers’ identity at the crossroad of multiple institutional logics in IT innovation: the case study of a health care organization in England. Inf Syst J. 2020;30(3):566–95.
Berg EA, Picoraro JA, Miller SD, Srinath A, Franciosi JP, Hayes CE, Farrell PR, Cole CR, LeLeiko NS. COVID-19—a guide to rapid implementation of telehealth services: a playbook for the pediatric gastroenterologist. J Pediatr Gastroenterol Nutr. 2020;70:734–40.
Goenka A, Ma D, Teckie S, Alfano C, Bloom B, Hwang J, Potters L. Implementation of telehealth in radiation oncology: rapid integration during COVID-19 and its future role in our practice. Adv Radiat Oncol. 2021. https://doi.org/10.1016/j.adro.2020.09.015.
Strohl MP, Dwyer CD, Ma Y, Rosen CA, Schneider SL, Young VN. Implementation of telemedicine in a laryngology practice during the COVID-19 pandemic: lessons learned, experiences shared. J Voice. 2020;35:42–9.
Franciosi EB, Tan ALJ, Kassamali B, Leonard N, Zhou GH, Krueger S, Rashighi M, LaChance A. The impact of telehealth implementation on underserved populations and No-show rates by medical specialty during the COVID-19 pandemic. Telemed E-Health. 2021;27:874–80.
Gentry MT, Puspitasari AJ, McKean AJ, Williams MD, Breitinger S, Geske JR, Clark MM, Moore KM, Frye MA, Hilty DM. Clinician satisfaction with rapid adoption and implementation of telehealth services during the COVID- 19 pandemic. Telemed E-Health. 2021. https://doi.org/10.1089/tmj.2020.0575.
Smith VJ, Marshall A, Lie M, Bidmead E, Beckwith B, Van Oudgaarden E, Robson SC. Implementation of a fetal ultrasound telemedicine service: women’s views and family costs. BMC Pregnancy Childbirth. 2021;21:1–8.
Checcucci E, De Luca S, Alessio P, Verri P, Granato S, De Cillis S, Amparore D, Sica M, Piramide F, Piana A. Implementing telemedicine for the management of benign urologic conditions: a single centre experience in Italy. World J Urol. 2021;39:1–7.
Harris DA, Archbald-Pannone L, Kaur J, Cattell-Gordon D, Rheuban KS, Ombres RL, Albero K, Steele R, Bell TD, Mutter JB. Rapid telehealth-centered response to COVID-19 outbreaks in postacute and long-term care facilities. Telemed E-Health. 2020;27:102–6.
Basil G, Luther E, Burks JD, Govindarajan V, Urakov T, Komotar RJ, Wang MY, Levi AD. The focused neurosurgical examination during telehealth visits: guidelines during the COVID-19 pandemic and beyond. Cureus. 2021. https://doi.org/10.7759/cureus.1350313.
Cerqueira-Silva T, Carreiro R, Nunes V, Passos L, Canedo BF, Andrade S, Ramos PIP, Khouri R, Santos CBS, Nascimento JDS. Bridging learning in medicine and citizenship during the COVID-19 pandemic: a telehealth-based case study. JMIR Public Health Surveill. 2021. https://doi.org/10.2196/24795.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
De Simone, S., Franco, M., Servillo, G. et al. Implementations and strategies of telehealth during COVID-19 outbreak: a systematic review.
BMC Health Serv Res22, 833 (2022). https://doi.org/10.1186/s12913-022-08235-4