Clinical and Practice Research Group, School of Pharmacy, Queen's University Belfast (QUB), Belfast, Northern Ireland, UK.
Pharmacy and Medicines Management Centre, Northern Health and Social Care Trust (NHSCT), Ballymena, Northern Ireland, UK.
Epidemiol Infect. 2014 Feb;142(2):404-8. doi: 10.1017/S0950268813001052. Epub 2013 May 9.
The objective of this study was to evaluate the effect of age-adjusted comorbidity and alcohol-based hand rub on monthly hospital antibiotic usage, retrospectively. A multivariate autoregressive integrated moving average (ARIMA) model was built to relate the monthly use of all antibiotics grouped together with age-adjusted comorbidity and alcohol-based hand rub over a 5-year period (April 2005-March 2010). The results showed that monthly antibiotic use was positively related to the age-adjusted comorbidity index (concomitant effect, coefficient 1·103, P = 0·0002), and negatively related to the use of alcohol-based hand rub (2-month delay, coefficient -0·069, P = 0·0533). Alcohol-based hand rub is considered a modifiable factor and as such can be identified as a target for quality improvement programmes. Time-series analysis may provide a suitable methodology for identifying possible predictive variables that explain antibiotic use in healthcare settings. Future research should examine the relationship between infection control practices and antibiotic use, identify other infection control predictive factors for hospital antibiotic use, and evaluate the impact of enhancing different infection control practices on antibiotic use in a healthcare setting.
本研究旨在评估年龄调整后的合并症和基于酒精的洗手液对每月医院抗生素使用量的影响,采用回顾性研究方法。建立了一个多元自回归综合移动平均(ARIMA)模型,以研究 5 年内(2005 年 4 月至 2010 年 3 月)所有抗生素的月使用量与年龄调整后的合并症和基于酒精的洗手液使用量之间的关系。结果表明,每月抗生素使用量与年龄调整后的合并症指数呈正相关(伴随效应,系数 1.103,P = 0.0002),与基于酒精的洗手液使用量呈负相关(2 个月延迟,系数-0.069,P = 0.0533)。基于酒精的洗手液被认为是一个可改变的因素,因此可以将其确定为质量改进计划的目标。时间序列分析可能为确定解释医疗保健环境中抗生素使用的可能预测变量提供合适的方法。未来的研究应检验感染控制实践与抗生素使用之间的关系,确定其他感染控制预测因素对医院抗生素使用的影响,并评估在医疗保健环境中增强不同感染控制实践对抗生素使用的影响。