ArticleJournal of healthcare leadership2026
Leadership Perspectives on Criteria-Based Dispatch and Prehospital Triage in Thailand's Emergency Medical Services: A 10-Year National Trend Analysis and Policy Implications.
Article in Journal of healthcare leadership, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Introduction: Criteria-Based Dispatch (CBD) is Thailand's national telephone-based prehospital triage system used to prioritize emergency response and allocate resources. However, long-term national trends in CBD utilization and their implications for healthcare leadership remain limited. Purpose: This study aimed to analyze 10-year trends in CBD utilization in Thailand (2012-2022), focusing on overall patterns, age groups, and geographic variations to inform policy and EMS planning. Methods: This retrospective descriptive study analyzed 14,763,882 emergency calls recorded in the national EMS database. Trend analyses were conducted to assess temporal changes across CBD categories, demographic subgroups, and regions. Results: Of 14,758,415 eligible calls, CBD 25 (motor vehicle accident) was the most common category (23.6%) and showed a significant increasing trend with seasonal peaks during the New Year period (p < 0.001). Adults aged 18-59 years accounted for the largest proportion of calls (52.4%), with CBD 25 predominating (31.5%). Among older adults (≥60 years), CBD 17 (sick [unknown]/other) was most frequent (33.3%). Regionally, the Northeast had the highest call volume (46.7%), where CBD 17 predominated, while CBD 25 was most common in other regions. Conclusion: These findings describe important variations in EMS demand across population groups and regions and may inform workforce planning, resource allocation, and targeted prevention strategies.
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