Evidence map›Paper›PMID 37940995›Full record

ArticleBMC medical informatics and decision making2023

Associations of perceived changes in work due to digitalization and the amount of digital work with job strain among physicians: a national representative sample.

Lotta Virtanen, Anu-Marja Kaihlanen, Petra Saukkonen, Jarmo Reponen, Tinja Lääveri, Tuulikki Vehko, Peppiina Saastamoinen, Johanna Viitanen, Tarja Heponiemi

Open access · goldAbstract read
In one paragraph

Article in BMC medical informatics and decision making, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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

6 citing papers in PubMed, 9 citations in OpenAlex.

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  6. Quality of Life and Working Conditions of Plastic Surgeons and Trainees: A National Survey.International journal of environmental research and public health · 2025
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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

9 authors at 5 institutions in 1 country.

Lotta VirtanenDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, P.O.Box 30, 00271, Helsinki, Finland. lotta.virtanen@thl.fi.
Anu-Marja KaihlanenDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, P.O.Box 30, 00271, Helsinki, Finland.
Petra SaukkonenDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, P.O.Box 30, 00271, Helsinki, Finland.
Jarmo ReponenResearch Unit of Health Sciences and Technology, University of Oulu, P.O.Box 5000, 90014, Oulu, Finland.
Tinja LääveriDepartment of Infectious Diseases, University of Helsinki and Helsinki University Hospital, P.O.Box 700, 00029, Helsinki, Finland.
Tuulikki VehkoDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, P.O.Box 30, 00271, Helsinki, Finland.
Peppiina SaastamoinenFinnish Medical Association, P.O.Box 49, 00501, Helsinki, Finland.
Johanna ViitanenDepartment of Computer Science, Aalto University, P.O.Box 15400, 00076, Espoo, Finland.
Tarja HeponiemiDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, P.O.Box 30, 00271, Helsinki, Finland.
Finnish Institute for Health and Welfare · FIAalto University · FIFinnish Medical Foundation · FIOulu University Hospital · FIUniversity of Helsinki · FI

Funding

Finnish Institute for Health and Welfare and the Ministry of Social Affairs and Health (Finland): Monitoring and assessment of social welfare and health care information system services contract 002/OHO/EMR/2019, project number 414919001Strategic Research Council at the Academy of Finland 327145 and 352501 for the DigiIN Project
6 · The paper itself

Abstract

backgroundPhysicians' work is often stressful. The digitalization of healthcare aims to streamline work, but not all physicians have experienced its realization. We examined associations of perceived changes in work due to digitalization and the amount of digital work with job strain among physicians. The moderating role of the length of work experience was investigated for these associations.

methodsWe used representative survey data on Finnish physicians' (N = 4271) experiences of digitalization from 2021. The independent variables included perceptions on statements about work transformations aligned with digitalization goals, and the extent that information systems and teleconsultations were utilized. Stress related to information systems (SRIS), time pressure, and psychological stress were the dependent variables. We analyzed the associations using multivariable linear and logistic regressions.

resultsRespondents had a mean SRIS score of 3.5 and a mean time pressure score of 3.7 on a scale of 1-5. Psychological stress was experienced by 60%. Perceptions associated with higher SRIS comprised disagreements with statements asserting that digitalization accelerates clinical encounters (b = .23 [95% CI: .16-.30]), facilitates access to patient information (b = .15 [.07-.23]), and supports decision-making (b = .11 [.05-.18]). Disagreement with accelerated clinical encounters (b = .12 [.04-.20]), and agreements with patients' more active role in care (b = .11 [.04-.19]) and interprofessional collaboration (b = .10 [.02-.18]) were opinions associated with greater time pressure. Disagreeing with supported decision-making (OR = 1.26 [1.06-1.48]) and agreeing with patients' active role (OR = 1.19 [1.02-1.40]) were associated with greater psychological stress. However, perceiving improvements in the pace of clinical encounters and access to patient information appeared to alleviate job strain. Additionally, extensive digital work was consistently linked to higher strain. Those respondents who held teleconsultations frequently and had less than 6 years of work experience reported the greatest levels of time pressure.

conclusionsPhysicians seem to be strained by frequent teleconsultations and work that does not meet the goals of digitalization. Improving physicians' satisfaction with digitalization through training specific to the stage of career and system development can be crucial for their well-being. Schedules for digital tasks should be planned and allocated to prevent strain related to achieving the digitalization goals.

Indexed as

PhysiciansFinlandHumansJob SatisfactionStress, PsychologicalSurveys and QuestionnairesElectronic health recordsHealth information systemsOccupational stressPhysiciansTelemedicine

Identifiers

PMID37940995
PMCPMC10631156
OpenAlexW4388492942

What Socratic 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 Socratic graph.