Evidence map›Paper›PMID 35151302›Full record

ArticleBMC health services research2022

Towards digital health equity - a qualitative study of the challenges experienced by vulnerable groups in using digital health services in the COVID-19 era.

Anu-Marja Kaihlanen, Lotta Virtanen, Ulla Buchert, Nuriiar Safarov, Paula Valkonen, Laura Hietapakka, Iiris Hörhammer, Sari Kujala, Anne Kouvonen, Tarja Heponiemi

Abstract read
In one paragraph

Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 145 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
145citing papers in PubMed, 7 pooled it
–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

145 citing papers in PubMed, 7 syntheses or guidelines pooled it.

  1. Pooled it
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  3. Role of Digital Health on Palliative Care: Umbrella Review.Journal of medical Internet research · 2025
    Pooled it
  4. Electronic Personal Health Records for Mobile Populations: A Rapid Systematic Literature Review.International journal of environmental research and public health · 2025
    Pooled it
  5. Non-Fungible Tokens (NFTs) in Healthcare: A Systematic Review.International journal of environmental research and public health · 2024
    Pooled it
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85 more citing papers are in PubMed but not listed here.

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

10 authors.

Anu-Marja KaihlanenFinnish Institute for Health and Welfare, P.O. Box 30, FI-00271, Helsinki, Finland. anu.kaihlanen@thl.fi.
Lotta VirtanenFinnish Institute for Health and Welfare, P.O. Box 30, FI-00271, Helsinki, Finland.
Ulla BuchertFaculty of Social Sciences, University of Helsinki, PO Box 54, 00014, Helsinki, Finland.
Nuriiar SafarovFaculty of Social Sciences, University of Helsinki, PO Box 54, 00014, Helsinki, Finland.
Paula ValkonenDepartment of Computer Science, Aalto University, PO Box 15400, FI-00076, Aalto, Helsinki, Finland.
Laura HietapakkaFinnish Institute for Health and Welfare, P.O. Box 30, FI-00271, Helsinki, Finland.
Iiris HörhammerDepartment of Industrial Engineering and Management, Aalto University, P.O. Box 11000, FI-00076, Aalto, Helsinki, Finland.
Sari KujalaDepartment of Computer Science, Aalto University, PO Box 15400, FI-00076, Aalto, Helsinki, Finland.
Anne KouvonenFaculty of Social Sciences, University of Helsinki, PO Box 54, 00014, Helsinki, Finland.
Tarja HeponiemiFinnish Institute for Health and Welfare, P.O. Box 30, FI-00271, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic has given an unprecedented boost to already increased digital health services, which can place many vulnerable groups at risk of digital exclusion. To improve the likelihood of achieving digital health equity, it is necessary to identify and address the elements that may prevent vulnerable groups from benefiting from digital health services. This study examined the challenges experienced by vulnerable groups in using digital health services during the COVID-19 pandemic.

methodsQualitative descriptive design was utilized. Semi-structured interviews were conducted between October 2020 and May 2021. The participants (N = 74) were older adults, migrants, mental health service users, high users of health services, and the unemployed. Qualitative content analysis with both inductive and deductive approach was used to analyze the data. Challenges related to the use of digital health services were interpreted through digital determinants of health from the Digital Health Equity Framework.

resultsFor most of the participants the access to digital health services was hampered by insufficient digital, and / or local language skills. The lack of support and training, poor health, as well as the lack of strong e-identification or suitable devices also prevented the access. Digital services were not perceived to be applicable for all situations or capable of replacing face-to-face services due to the poor communication in the digital environment. Fears and the lack of trust regarding digital platforms were expressed as well as concerns related to the security of the services. Contact with a health care professional was also considered less personal and more prone to misunderstandings in the digital environment than in face-to-face services. Finally, digital alternatives were not always available as desired by participants, or participants were unaware of existing digital services and their value.

conclusionSeveral development needs in the implementation of digital health services were identified that could improve equal access to and benefits gained from digital services in the future. While digital health services are increasing, traditional face-to-face services will still need to be offered alongside the digital ones to ensure equal access to services.

Indexed as

COVID-19Health EquityMental Health ServicesAgedHumansPandemicsSARS-CoV-2COVID-19Digital determinants of healthDigital health equityDigital health servicesVulnerable groups

Identifiers

PMID35151302
PMCPMC8840681

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.