SynthesisComputers in biology and medicine2021
Telehealth utilization during the Covid-19 pandemic: A systematic review.
Synthesis in Computers in biology and medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 186 papers, 11 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
186 citing papers in PubMed, 11 syntheses or guidelines pooled it, 362 citations in OpenAlex.
- National Heart Center/Saudi Heart Association 2025 Guidelines for Cardiovascular Diseases Prevention and Risk Assessment.Saudi medical journal · 2026Guideline
- A systematic review of methods used for COVID-19 telehealth systems evaluation: lessons from past experiences for future use.BMC health services research · 2025Pooled it
- Telenursing as an Effective Ally for Improving Patient Outcomes in Diabetes? An Umbrella Review.Nursing open · 2025Pooled it
- Early Intervention for Children With Developmental Disabilities and Their Families via Telehealth: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Digital Physical Activity and Exercise Interventions for People Living with Chronic Kidney Disease: A Systematic Review of Health Outcomes and Feasibility.Journal of medical systems · 2024Pooled it
- Practical applications of teledentistry during the Covid-19 pandemic in ASEAN member states - a systematic review.BMC oral health · 2024Pooled it
- Introduction of Various Models of Palliative Oncology Care: A Systematic Review.Reviews on recent clinical trials · 2024Pooled it
- Systematic review of patients' and healthcare professionals' views on patient-initiated follow-up in treated cancer patients.Cancer medicine · 2023Pooled it
- Applications, benefits and challenges of telehealth in India during COVID-19 pandemic and beyond: a systematic review.BMC health services research · 2023Pooled it
- Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy.Computers in biology and medicine · 2021Pooled it
- Telemedicine technologies and applications in the era of COVID-19 pandemic: A systematic review.Health informatics journalPooled it
- Nutrition Counseling Frequency and Telehealth Integration on Cardiometabolic Outcomes in Metabolic Syndrome: A Randomized Controlled Trial in Turkey.Medicina (Kaunas, Lithuania) · 2025Trial
- Perceptions and experiences of young adults and their healthcare team of the D1 Now type 1 diabetes intervention.PloS one · 2025Trial
- Implementation of Direct-to-Patient Mobile Teledermatology in VA.Journal of general internal medicine · 2024Trial
- Randomized Controlled Trial of Perioperative Telemonitoring of Patient Generated Health Data in Gastrointestinal Oncologic Surgery: Assessing Overall Feasibility and Acceptability.World journal of surgery · 2023Trial
- Tele-mentoring - a way to expand laparoscopic simulator training for medical students over large distances: a prospective randomized pilot study.BMC medical education · 2023Trial
- Bridging the global Parkinson's divide: Technology as a structural solution for equitable and brain health-integrated care.Journal of Parkinson's disease · 2026Review
- Telehealth to Enhance PrEP Awareness Among Women Who Sell Sex: A Community-Embedded Approach.AIDS and behavior · 2026Article
- Article
- Telemedicine Service Experience Questionnaire for Chinese Outpatients: Development and Validation Study.JMIR human factors · 2026Article
126 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors at 11 institutions in 7 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
During the coronavirus disease (COVID-19) pandemic, different technologies, including telehealth, are maximised to mitigate the risks and consequences of the disease. Telehealth has been widely utilised because of its usability and safety in providing healthcare services during the COVID-19 pandemic. However, a systematic literature review which provides extensive evidence on the impact of COVID-19 through telehealth and which covers multiple directions in a large-scale research remains lacking. This study aims to review telehealth literature comprehensively since the pandemic started. It also aims to map the research landscape into a coherent taxonomy and characterise this emerging field in terms of motivations, open challenges and recommendations. Articles related to telehealth during the COVID-19 pandemic were systematically searched in the WOS, IEEE, Science Direct, Springer and Scopus databases. The final set included (n = 86) articles discussing telehealth applications with respect to (i) control (n = 25), (ii) technology (n = 14) and (iii) medical procedure (n = 47). Since the beginning of the pandemic, telehealth has been presented in diverse cases. However, it still warrants further attention. Regardless of category, the articles focused on the challenges which hinder the maximisation of telehealth in such times and how to address them. With the rapid increase in the utilization of telehealth in different specialised hospitals and clinics, a potential framework which reflects the authors' implications of the future application and opportunities of telehealth has been established. This article improves our understanding and reveals the full potential of telehealth during these difficult times and beyond.
Indexed as
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.