Decoupling between admission flows and occupancy rates in Moroccan public hospitals (2016–2023): Econometric analysis of the determinant role of length of stay

IF 0.4 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Aazelarab Boughaleb, Mounir Jerry
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引用次数: 0

Abstract

Introduction: Hospital performance is traditionally assessed through the positive correlation between admission volumes and bed occupancy rates. Moroccan hospital data for 2023 reveal a break with this paradigm, with a historic peak in admissions (1,211,765 patients) occurring alongside a sharp decline in the average bed occupancy rate (BOR) to 56.6%. In this context, this study aimed to econometrically analyze the determinants of this paradoxical &#8220;decoupling&#8221; in order to determine whether the decline in occupancy reflects inefficiency or a transformation of the production model, while also exploring the structural heterogeneity of the system.

Methods: A retrospective longitudinal study (2016&#8211;2023) was conducted using inpatient hospitalization data from the Ministry of Health (Sant&#233; en Chiffres 2023). A multiple linear regression model based on standardized data was used to quantify the respective contributions of admissions, bed capacity, and average length of stay (ALOS) to variations in BOR.

Results: The analysis confirms a major scissor effect in 2023. The model (R2 = 0.793) shows that ALOS is a key structural determinant (&#946; = +0.79), and that its sharp reduction to 3.5 days offset the positive effect of increased admissions (&#946;&#160;=&#160;+0.95). Disaggregated analysis revealed a two-tier system: university hospitals were approaching saturation (BOR &gt; 70%; ALOS 6&#8211;8 days), while provincial hospitals exhibited underutilization of capacity and very rapid patient turnover (ALOS 1&#8211;3 days).

Conclusion: The Moroccan public hospital system appears to be shifting toward a &#8220;just-in-time&#8221; operational logic, rendering the traditional bed occupancy indicator less relevant for assessing overall performance. However, this apparent technical efficiency conceals substantial disparities and calls for increased vigilance regarding quality of care, particularly given the risk of readmissions associated with increasingly early clinical discharge.

摩洛哥公立医院入院流量与入住率的分离(2016 - 2023年):对住院时间的决定作用的计量经济学分析。
导读:医院绩效传统上是通过入院人数和床位占用率之间的正相关关系来评估的。摩洛哥2023年的医院数据打破了这一模式,入院人数达到历史峰值(1,211,765名患者),同时平均床位入住率(BOR)急剧下降至56.6%。在这种背景下,本研究旨在计量经济学地分析这种矛盾的“去耦”的决定因素。为了确定入住率的下降是否反映了效率低下或生产模式的转变,同时也探索了系统的结构异质性。方法:采用卫生部(Santé en Chiffres 2023)住院患者住院数据进行回顾性纵向研究(2016–2023)。使用基于标准化数据的多元线性回归模型来量化入院、床位容量和平均住院时间(ALOS)对BOR变化的各自贡献。结果:分析证实了2023年的主要剪刀效应。该模型(R2 = 0.793)表明,ALOS是一个关键的结构决定因素(β = +0.79),其急剧减少到3.5天抵消了增加入学人数的积极影响(β = +0.95)。分类分析揭示了双层系统:大学医院接近饱和(BOR > 70%; ALOS 6–;8天),而省级医院表现出容量利用不足和患者周转非常快(ALOS 1–;3天)。结论:摩洛哥公立医院系统似乎正在向“及时医疗”转变。操作逻辑,使传统的床位占用率指标与评估整体性能不太相关。然而,这种明显的技术效率掩盖了巨大的差距,并要求对护理质量提高警惕,特别是考虑到与越来越早的临床出院相关的再入院风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Sante Publique
Sante Publique PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
0.40
自引率
33.30%
发文量
252
审稿时长
>12 weeks
期刊介绍: La revue Santé Publique s’adresse à l’ensemble des acteurs de santé publique qu’ils soient décideurs, professionnels de santé, acteurs de terrain, chercheurs, enseignants ou formateurs, etc. Elle publie des travaux de recherche, des évaluations, des analyses d’action, des réflexions sur des interventions de santé, des opinions, relevant des champs de la santé publique et de l’analyse des services de soins, des sciences sociales et de l’action sociale. Santé publique est une revue à comité de lecture, multidisciplinaire et généraliste, qui publie sur l’ensemble des thèmes de la santé publique parmi lesquels : accès et recours aux soins, déterminants et inégalités sociales de santé, prévention, éducation pour la santé, promotion de la santé, organisation des soins, environnement, formation des professionnels de santé, nutrition, politiques de santé, pratiques professionnelles, qualité des soins, gestion des risques sanitaires, représentation et santé perçue, santé scolaire, santé et travail, systèmes de santé, systèmes d’information, veille sanitaire, déterminants de la consommation de soins, organisation et économie des différents secteurs de production de soins (hôpital, médicament, etc.), évaluation médico-économique d’activités de soins ou de prévention et de programmes de santé, planification des ressources, politiques de régulation et de financement, etc
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