Evidence map›Paper›PMID 41061252›Full record

ArticleJMIR rehabilitation and assistive technologies2025

Sustainability of Digital Home Care and Health Care Services in 2 Case Studies in Finland: Combined Climate and Social Impact Assessment.

Helinä Melkas, Jáchym Judl, Janne Pesu, Satu Pekkarinen, Riika Saurio

Abstract read
In one paragraph

Article in JMIR rehabilitation and assistive technologies, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Helinä Melkas *Department of Industrial Engineering and Management, Lappeenranta-Lahti University of Technology, Mukkulankatu 19, Lahti, 15210, Finland, 358 405881400.ORCID http://orcid.org/0000-0002-9455-819X
Jáchym Judl *Finnish Environment Institute, Helsinki, Finland.ORCID http://orcid.org/0000-0001-7393-1883
Janne Pesu *Finnish Environment Institute, Helsinki, Finland.ORCID http://orcid.org/0009-0005-4699-0593
Satu PekkarinenDepartment of Industrial Engineering and Management, Lappeenranta-Lahti University of Technology, Mukkulankatu 19, Lahti, 15210, Finland, 358 405881400.ORCID http://orcid.org/0000-0003-0555-5884
Riika SaurioDepartment of Industrial Engineering and Management, Lappeenranta-Lahti University of Technology, Mukkulankatu 19, Lahti, 15210, Finland, 358 405881400.ORCID http://orcid.org/0009-0006-0462-2095

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digitalization is seen as a way to reduce the negative environmental impacts of health care production, but research is still limited. Objective: This study focuses on the assessment of the sustainability aspects of digital services in home care and health care. It demonstrates the approach to identify the climate impacts and social impacts-both positive and negative-on a selection of digital home care and health care services, such as medicine robot services for older home care clients, through 2 Finnish case studies. Methods: Impacts are identified from interviews and statistical data collected from public service providers and technology suppliers using both quantitative and qualitative assessments. Results: While a well-planned and well-implemented digital service is likely to be a climate-friendly option, every digitalization action carries at least some negative impacts. The design, architecture, and practical implementation of these services greatly affect their climate and social impacts. Conclusions: This study uses a novel combination of impact assessment methods, highlighting the importance of qualitative understanding alongside quantitative approaches for interpreting results, especially when numerical data are limited. Advocating for multimethod impact assessments is crucial to properly capturing the service context and promoting holistic sustainability thinking.

Indexed as

climate impactsdigitalizationhealth carehome carequalitative assessmentquantitative assessmentsocial impacts

Identifiers

PMID41061252
PMCPMC12507339

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.