Análise da taxa de utilização e proposição de escala operacional em unidade de pronto atendimento de pequeno porte

Introduction: The organization of urgent and emergency care services is challenged by demand variability and the frequent use of these services for low-complexity conditions, compromising problem-solving capacity and operational stability. Objective: To analyze the daily utilization rate of an urgent care unit in a small municipality and to propose an operational range scale based on the empirical distribution of demand. Methodology: This is an observational, descriptive, and quantitative study with retrospective analysis of secondary data referring to all visits performed between October 2024 and September 2025 (365 days). Descriptive measures, rates per 1,000 inhabitants/day, normality analysis, operational percentiles, and identification of extreme values were calculated. Results: A mean of 88.6 visits/day was observed, with a right-skewed distribution and a median utilization rate of 8.6 visits per 1,000 inhabitants/day. Demand was concentrated during daytime hours and peaked at the beginning of the week, with days above the 99th percentile characterizing healthcare overload. Conclusion: Demand variability proved to be structural and can be transformed into a managerial tool, supporting dynamic resource allocation through the proposed operational range scale.

Authors

Institutions

Publication Details

Journal
Revista de Medicina UNC
Published
2026-10-29
DOI
https://doi.org/10.24302/rmedunc.v5.6259
Primary Topic
Emergency and Acute Care Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Análise da taxa de utilização e proposição de escala operacional em unidade de pronto atendimento de pequeno porte

Michele Aparecida Kunzler, Camila Lucachinski, Carlos Henrique Wiedmer Bosch, Amabillé Yoshimi Tiuman et al.
Revista de Medicina UNC
Emergency and Acute Care Studies
article

Análise da taxa de utilização e proposição de escala operacional em unidade de pronto atendimento de pequeno porte

Michele Aparecida Kunzler, Camila Lucachinski, Carlos Henrique Wiedmer Bosch, Amabillé Yoshimi Tiuman, Karine Thamires Witt
article en

Abstract

Introduction: The organization of urgent and emergency care services is challenged by demand variability and the frequent use of these services for low-complexity conditions, compromising problem-solving capacity and operational stability. Objective: To analyze the daily utilization rate of an urgent care unit in a small municipality and to propose an operational range scale based on the empirical distribution of demand. Methodology: This is an observational, descriptive, and quantitative study with retrospective analysis of secondary data referring to all visits performed between October 2024 and September 2025 (365 days). Descriptive measures, rates per 1,000 inhabitants/day, normality analysis, operational percentiles, and identification of extreme values were calculated. Results: A mean of 88.6 visits/day was observed, with a right-skewed distribution and a median utilization rate of 8.6 visits per 1,000 inhabitants/day. Demand was concentrated during daytime hours and peaked at the beginning of the week, with days above the 99th percentile characterizing healthcare overload. Conclusion: Demand variability proved to be structural and can be transformed into a managerial tool, supporting dynamic resource allocation through the proposed operational range scale.

Revista de Medicina UNCVol. 5
Universidade do Contestado (BR)
Good health and well-being
Openalex Percentile: Top 10%
Emergency and Acute Care Studies
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.

Laika access coming soon
Análise da taxa de utilização e proposição de escala operacional em unidade de pronto atendimento de pequeno porte — Michele Aparecida Kunzler, Camila Lucachinski, et al. · Revista de Medicina UNC (2026) | TGRS Research Map | TGRS