Cost minimization analysis of digital-first healthcare pathways in primary care

A retrospective, registry-based cost-minimization analysis assessing whether initiating minor acute primary care episodes via a digital-first pathway reduces costs compared to traditional care in a Finnish setting. Of 637,923 encounters, 64,969 eligible episodes were identified in five selected clinical presentations. After propensity score matching (19,697 pairs), mean episode costs were significantly lower in the digital-first pathway (€170.74) than in traditional care (€220.91), reflecting a 22.7% reduction (P < 0.001). Savings varied by clinical presentation, from 10.3% for respiratory infections to 52.5% for gastroenteritis (all P < 0.001). Digital care was associated with lower use of laboratory tests and imaging. Follow-up visits were generally fewer in the digital-first pathway, except for respiratory infections, which showed a slight increase. Sensitivity analyses with 7- and 30-day follow-up windows produced similar results. Overall, this study supports digital-first models as a cost-effective strategy for managing minor acute conditions in primary care.

Authors

Institutions

Publication Details

Journal
npj Digital Medicine
Published
2025-08-25
DOI
https://doi.org/10.1038/s41746-025-01937-z
Citations
1
Primary Topic
Healthcare Systems and Technology
Type
article
Field-Weighted Citation Impact
2.76
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cost minimization analysis of digital-first healthcare pathways in primary care

Sakari Jukarainen, Angela Dahlberg, Taavi Kaartinen, Petja Orre
1 citations
npj Digital Medicine
Healthcare Systems and Technology
2.76
article

Cost minimization analysis of digital-first healthcare pathways in primary care

Sakari Jukarainen, Angela Dahlberg, Taavi Kaartinen, Petja Orre
article en
1 citations

Abstract

A retrospective, registry-based cost-minimization analysis assessing whether initiating minor acute primary care episodes via a digital-first pathway reduces costs compared to traditional care in a Finnish setting. Of 637,923 encounters, 64,969 eligible episodes were identified in five selected clinical presentations. After propensity score matching (19,697 pairs), mean episode costs were significantly lower in the digital-first pathway (€170.74) than in traditional care (€220.91), reflecting a 22.7% reduction (P < 0.001). Savings varied by clinical presentation, from 10.3% for respiratory infections to 52.5% for gastroenteritis (all P < 0.001). Digital care was associated with lower use of laboratory tests and imaging. Follow-up visits were generally fewer in the digital-first pathway, except for respiratory infections, which showed a slight increase. Sensitivity analyses with 7- and 30-day follow-up windows produced similar results. Overall, this study supports digital-first models as a cost-effective strategy for managing minor acute conditions in primary care.

npj Digital MedicineVol. 8(1)
University of Helsinki (FI), Teratology Society (US)
Openalex Percentile: Top 8%
Healthcare Systems and Technology
2.76
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Cost minimization analysis of digital-first healthcare pathways in primary care — Sakari Jukarainen, Angela Dahlberg, et al. · npj Digital Medicine (2025) | TGRS Research Map | TGRS