Evidence map›Paper›PMID 40293797›Full record

ArticleJournal of medical Internet research2025

Evaluating Clinical Outcomes and Physician Adoption of Telemedicine for Chronic Disease Management: Population-Based Retrospective Cohort Study.

Ido Peles, Lena Novack, Shosh Peleg, Eran Levanon, Michal Gordon, Mariya Abayev, Victor Novack, Shlomi Codish

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Cost-Effectiveness of a Lifestyle and Behavioral Care Model Targeting Cardiometabolic Disease Progression.International journal of environmental research and public health · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ido PelesClinical Research Center, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0000-0001-8772-1780
Lena NovackClinical Research Center, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0000-0003-3748-2632
Shosh PelegSoroka University Medical Center, Beer-Sheva, Israel.ORCID https://orcid.org/0009-0005-3754-3310
Eran LevanonFaculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0009-0002-1762-2343
Michal GordonClinical Research Center, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0000-0002-7058-8714
Mariya AbayevClinical Research Center, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0009-0003-1680-8258
Victor NovackClinical Research Center, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0000-0001-8706-9622
Shlomi CodishFaculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.ORCID https://orcid.org/0000-0002-1980-0441

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn recent years, the use and impact of telemedicine for providing health care services to patients has increased, reducing the requirement for physical, in-person encounters.

objectiveThis study aimed to compare the use of telemedicine for outpatient visits versus in-person visits across different medical specialties; assess its association with clinical outcomes; and examine the influence of patient and physician characteristics on telemedicine use in a large, tertiary, teaching hospital.

methodsThe study cohort consisted of adult patients who attended outpatient clinics in five medical fields (psychiatry, endocrinology, nephrology, hemato-oncology, and gastroenterology) in 2019 and survived until the beginning of 2020. Telemedicine use during the period of 2019-2021 was the main exposure of interest. The primary outcomes were emergency department (ED) referrals and hospitalizations. The analysis used multivariate mixed models and subgroup analysis by patient demographic characteristics, chronic disease medical fields, and physicians' characteristics.

resultsThe cohort included 32,445 patients. In 2019, a total of 99.6% (82,668/83,000) of visits were in person, and by 2020-2021, a total of 22.6% (10,850/48,120) of patients had used telemedicine. Telemedicine patients were slightly older (standardized mean difference=0.281; P<.001), with a higher comorbidity burden than in-person patients or patients without visits (standardized mean difference=0.328; P<.001). Presurge telemedicine users had higher rates of ED referrals (incidence rate ratio [IRR] 1.15, 95% CI 1.09-1.21) and hospitalizations (IRR 1.14, 95% CI 1.08-1.20) than in-person visit users. These ratios remained stable during the surge (IRR 1.1, 95% CI 1.06-1.16 and IRR 1.12, 95% CI 1.05-1.19, respectively), with no evidence of worsening outcomes for telemedicine users relative to in-person care. Health care providers with higher telemedicine use had reduced rates of ED referrals (IRR 0.85, 95% CI 0.79-0.91) and hospitalizations (IRR 0.78, 95% CI 0.72-0.84) than providers with lower telemedicine use.

conclusionsThis study provides insights into telemedicine use patterns and their association with clinical outcomes in chronic disease management. Our findings suggest that the increase in telemedicine use was not associated with a rise in ED referrals or hospitalizations when compared to in-person visits. It highlights the importance of health care providers' perspectives and use of remote visits. Telemedicine should be tailored to individual patient-physician needs, considering the nature of the patient's disease.

Indexed as

Disease ManagementPhysiciansTelemedicineAdultAgedChronic DiseaseCohort StudiesEmergency Service, HospitalFemaleHospitalizationHumansMaleMiddle AgedReferral and ConsultationRetrospective Studieschronic diseasechronic disease managementclinical effectivenessclinical outcomecohortCOVID-19effectivenessemergency departmentemergency department referralhealth care utilizationhospitalizationmanagementnatural experimentoutpatientphysiciantelemedicinevirtual care

Identifiers

PMID40293797
PMCPMC12070016

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.