Husain Bilal, Ray Suchismita
Department of Health Informatics, Rutgers University, Newark, USA.
Cureus. 2025 May 11;17(5):e83895. doi: 10.7759/cureus.83895. eCollection 2025 May.
Background Substance use disorder (SUD) is characterized by the uncontrolled use of substances, leading to adverse health outcomes and increased strain on the healthcare system. Similarly, diabetes is a chronic and complex metabolic disease that significantly affects an individual's health and often necessitates additional healthcare resources for effective management. While existing literature highlights the individual impact of each condition on the healthcare system, evidence on their combined impact remains scarce. Objective The objective of this retrospective analysis was to compare hospital resource utilization among four groups: individuals with diabetes alone, SUD alone, coexisting diabetes and SUD, and neither condition. Methods The 2019 National Inpatient Sample (NIS), a large-scale inpatient discharge dataset, was used for this analysis. The dataset was filtered based on the objective of the present analysis into four groups: individuals with diabetes alone, SUD alone, coexisting diabetes and SUD, and neither condition. Diabetes types and substance related disorders were identified using the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) codes. For each group, hospital resource utilization was assessed across three metrics: length of hospital stay (LOS), hospital charges, and utilization of emergency department (ED) services. All statistical tests were conducted using the IBM SPSS Statistics for Windows software and were adjusted for age, gender, and race to control for potential confounding effects. Analysis of Covariance (ANCOVA) tests were performed to analyze differences in LOS and hospital charges, while logistic regression was conducted to examine the differences in the utilization of ED services among the four groups. Results Statistical analysis revealed significant differences in LOS, hospital charges, and utilization of ED services among the four groups (p<0.001). The diabetes alone group had the longest average LOS, followed by the coexisting diabetes and SUD group, the SUD alone group, and then the group with neither condition. Similarly, significant differences were observed in the hospitalization charges, with the diabetes alone group incurring the highest mean charges, followed by the group with coexisting diabetes and SUD, followed by those with neither condition, and lastly, the group with SUD alone. Finally, the group with coexisting diabetes and SUD had significantly greater odds of utilization of ED services compared to any other group. Conclusion Individuals with diabetes alone demonstrated the longest LOS and highest hospitalization charges, while those with coexisting diabetes and SUD had the highest rates of utilization of ED services. These findings suggest that diabetes primarily drives inpatient resource usage, whereas coexisting diabetes and SUD contribute more significantly to emergency care utilization. Implementing targeted strategies to address the specific needs of these populations could significantly improve patient outcomes and reduce the burden on the healthcare system.
背景
物质使用障碍(SUD)的特征是无法控制物质的使用,导致不良健康后果,并给医疗系统带来更大压力。同样,糖尿病是一种慢性复杂的代谢疾病,会严重影响个人健康,并且通常需要额外的医疗资源来进行有效管理。虽然现有文献强调了每种疾病对医疗系统的个体影响,但关于它们综合影响的证据仍然很少。
目的
仅患有糖尿病的个体、仅患有物质使用障碍的个体、同时患有糖尿病和物质使用障碍的个体,以及两种疾病都没有的个体。
方法
本分析使用了2019年全国住院患者样本(NIS),这是一个大规模的住院患者出院数据集。根据本分析的目的,将数据集筛选为四组:仅患有糖尿病的个体、仅患有物质使用障碍的个体、同时患有糖尿病和物质使用障碍的个体,以及两种疾病都没有的个体。使用国际疾病分类第十版临床修订本(ICD - 10 - CM)编码来识别糖尿病类型和与物质相关的疾病。对于每组,通过三个指标评估医院资源利用情况:住院时间(LOS)、医院费用以及急诊科(ED)服务的使用情况。所有统计检验均使用IBM SPSS Statistics for Windows软件进行,并对年龄、性别和种族进行了调整,以控制潜在的混杂效应。进行协方差分析(ANCOVA)检验以分析住院时间和医院费用的差异,同时进行逻辑回归以检查四组之间急诊科服务使用情况的差异。
结果
统计分析显示,四组在住院时间、医院费用和急诊科服务使用情况方面存在显著差异(p<0.001)。仅患有糖尿病的组平均住院时间最长,其次是同时患有糖尿病和物质使用障碍的组、仅患有物质使用障碍的组,然后是两种疾病都没有的组。同样,在住院费用方面也观察到了显著差异,仅患有糖尿病的组平均费用最高,其次是同时患有糖尿病和物质使用障碍的组,然后是两种疾病都没有的组,最后是仅患有物质使用障碍的组。最后,与其他任何组相比,同时患有糖尿病和物质使用障碍的组使用急诊科服务的几率显著更高。
结论
仅患有糖尿病的个体住院时间最长,住院费用最高,而同时患有糖尿病和物质使用障碍的个体急诊科服务使用率最高。这些发现表明,糖尿病主要推动住院资源的使用,而同时患有糖尿病和物质使用障碍对急诊护理的利用贡献更大。实施针对性策略以满足这些人群的特定需求可以显著改善患者预后并减轻医疗系统的负担。