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Updated: Jan 14, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Evaluation of the performance of telephone triage service
Hanna Vainio1, Amanda Eklund2, Leena Soininen3
1Department of Emergency Medicine and Services, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 8, University of Helsinki, 00014, Finland. hanna.m.vainio@helsinki.fi.
Background:
There is a growing need to assess the impact of the Medical Helpline (MH) 116117 on emergency care services and patient pathways. This study aims to test a validated performance measurement (PM) framework in a real-life setting and evaluate how MH influences ED service utilization and patient pathways in acute care settings.
Methods:
We tested the PM framework to evaluate the Finnish MH service. A quantitative before-and-after analysis was conducted using data from Vantaa for two periods: January 1 to December 31, 2016 ("Before Period") and January 1 to December 31, 2021 ("After Period"). Patient pathways were mapped by linking MH call logs and electronic health records (EHR). Data analysis included compliance and non-compliance rates for triage instructions, accessibility metrics, ED referral patterns, and cost-per-call calculations. Costs were categorized into fixed and variable components, and triage levels, diagnoses, and follow-up care outcomes were evaluated within the PM framework. The dataset included information from 146,858 patients who sought ED services during the study periods.
Results:
The framework provides a valuable tool for continuously measuring and improving MH performance. However, its usability highlights typical PM challenges, including data availability issues and indicator complexity. Broader validation and further development are necessary for systematic implementation. Future efforts should improve data collection processes to support more comprehensive evaluations and address identified gaps. Nevertheless, successful PM requires more than just a feasible measurement tool -it demands developing expertise in PM, refining processes, and understanding how these changes impact patient outcomes. Using a framework, PM demonstrates that the MH effectively manages high call volumes and provides timely support, particularly outside regular office hours. While patient satisfaction is generally high, advancing expertise in PM and refining processes are crucial to better understanding and enhancing patient outcomes. These efforts will further improve the quality and efficiency of MH services.
Conclusions:
This study addresses a critical gap in evidence-based support for assessing MH performance-an essential foundation for defining current and future care standards. The proposed framework offers actionable insights to support cost control and improve the quality of care delivery. Findings underscore the value of comprehensive monitoring across performance domains to enhance service effectiveness. Nonetheless, further refinement of the framework is necessary to more accurately capture patient outcomes and assess the real-world impact of these services. Going forward, incorporating patients' perspectives and focusing on outcomes that are meaningful to them will be equally important. Establishing standardised performance metrics is crucial for enabling valid comparisons across different service providers.
Trial Registration:
Not applicable.
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