Evidence map›Paper›PMID 41861396›Full record

ArticleJMIR formative research2026

Telehealth as a Strategy to Expand Access in Brazil's Unified Health System: Analysis of São Paulo State's Experience Across the Three Levels of Health Care.

Marcele S S Buto, Gabrielli B Carvalho, Michelle L Garcia, Maria Cristina C L B de Andrade, Roberta R de Lima, Giovanni G Cerri, Carlos R R Carvalho

Abstract readCase Reports
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Marcele S S Buto *Programa de Pesquisa, Desenvolvimento e Inovação (PDI) em Saúde Digital, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0003-0732-0755
Gabrielli B Carvalho *Programa de Pesquisa, Desenvolvimento e Inovação (PDI) em Saúde Digital, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-3318-5588
Michelle L GarciaPrograma de Pesquisa, Desenvolvimento e Inovação (PDI) em Saúde Digital, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-0182-9975
Maria Cristina C L B de AndradeCoordenacao de Saúde Digital, Secretaria da Saúde, São Paulo, Brazil.ORCID 0009-0006-1507-8849
Roberta R de LimaCoordenacao de Saúde Digital, Secretaria da Saúde, São Paulo, Brazil.ORCID 0009-0006-8160-1423
Giovanni G CerriNucleo de Inovação Tecnologica (InovaHC), Saúde Digital, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-6707-8721
Carlos R R Carvalho *Nucleo de Inovação Tecnologica (InovaHC), Saúde Digital, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-1618-8509

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic accelerated the adoption of telehealth as a key strategy within Brazil's Unified Health System. In São Paulo State, digital health initiatives have been developed to implement telehealth-based care models across all 3 levels of health care. Objective: The aim of this study is to describe the implementation process of the telehealth model in public health facilities to a lesser extent. Methods: This descriptive study reports on the implementation of telehealth services at the primary, secondary, and tertiary levels of health care in São Paulo State. Thirty primary health units, 4 specialty care outpatient clinics, and 18 hospitals were selected by the institutions participating in the project based on technical, health care, and infrastructure criteria. Teleconsultations were conducted through the institutional teleconferencing platform, ensuring data security and privacy. Data were collected through REDCap (Research Electronic Data Capture) between April and December 2024, including operational metrics and satisfaction scores (Net Promoter Score [NPS]). All participating health care facilities signed a term of adherence and data sharing agreement. Patients received care only after being informed and after signing a consent and adherence term for telehealth form. Results: Telehealth was implemented in 52 health care facilities across 47 municipalities in São Paulo State. A total of 19,053 teleconsultations were conducted in primary health units (NPS 97) and 218 in specialty care outpatient clinics (NPS 74), and 4178 intensive care unit case discussions were held (NPS 86). Conclusions: The findings suggest that telehealth is a feasible strategy across all levels of health care, even when implemented at a limited scale, contributing to expanded access and service coverage.

Indexed as

Health Services AccessibilityNational Health ProgramsTelemedicineBrazilCOVID-19Delivery of Health CareDigital HealthHumansPandemicsPrimary Health CareSARS-CoV-2primary health carepublic health servicesecondary health caretelehealthtertiary health care

Identifiers

PMID41861396
PMCPMC13004586

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.