Koizia Louis J, Dani Melanie, Brown Hannah, Lee Malcolm, Reilly Peter, Fertleman Michael B
Department of Bioengineering, Cutrale Perioperative and Ageing Group, Imperial College London, United Kingdom.
Business Group, Met Office, Exeter, UK.
Geriatr Orthop Surg Rehabil. 2021 Mar 15;12:2151459320987702. doi: 10.1177/2151459320987702. eCollection 2021.
The effects of weather on overall mortality are well documented. Anecdotally, icy conditions are perceived to result in more falls and admissions for neck of femur (NOF) fractures. The aim of this pilot study was to determine whether relationships could be extracted or at least not ruled out by analysing a small dataset, and so give impetus to a larger project.
Seven trauma units across North West London were identified and NOF fracture data extracted for 5 years. Visual inspection of the time series, consideration of the weather on specific days and correlation analysis were used to assess associations between fracture numbers and a variety of weather parameters (temperature, rainfall, wind and ice risk).
Overall, 10929 individuals with hip fractures were admitted over the 5-year period. The highest number of admissions in a day was 14. No clear association was found between a weather parameter and daily admissions. However, when accumulated to a weekly timescale, a negative relationship with maximum temperature was found. No seasonal cycle was detected.
The lack of a daily relationship and presence of a weekly relationship points to a possible delayed response to weather or insufficient daily data to extract a signal. The inconclusive results also indicate a larger data sample is required in future studies. In addition, even in cold weather an urban environment may not create icy conditions, being ameliorated by the heat island effect and gritting.
天气对总体死亡率的影响已有充分记录。据传闻,结冰状况被认为会导致更多跌倒以及股骨颈(NOF)骨折患者入院。本试点研究的目的是确定通过分析一个小数据集是否能够提取出关系,或者至少不排除这种关系,从而推动一个更大规模的项目。
确定了伦敦西北部的7个创伤单元,并提取了5年的股骨颈骨折数据。通过对时间序列的目视检查、考虑特定日期的天气情况以及相关性分析,来评估骨折数量与各种天气参数(温度、降雨量、风速和结冰风险)之间的关联。
总体而言,在这5年期间有10929名髋部骨折患者入院。一天内入院人数最多为14人。未发现天气参数与每日入院人数之间有明显关联。然而,当累积到每周的时间尺度时,发现与最高温度呈负相关。未检测到季节性周期。
缺乏每日关联以及存在每周关联表明可能对天气存在延迟反应,或者每日数据不足以提取信号。这些不确定的结果还表明未来研究需要更大的数据样本。此外,即使在寒冷天气下,城市环境可能也不会形成结冰状况,热岛效应和撒砂作业会改善这种情况。