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利用OpenSAFELY研究英国在整个新冠疫情期间药物安全指标的变化:基于人群的回顾性队列研究,涉及5700万患者的联合分析。

Changes in medication safety indicators in England throughout the covid-19 pandemic using OpenSAFELY: population based, retrospective cohort study of 57 million patients using federated analytics.

作者信息

Fisher Louis, Hopcroft Lisa Em, Rodgers Sarah, Barrett James, Oliver Kerry, Avery Anthony J, Evans Dai, Curtis Helen, Croker Richard, Macdonald Orla, Morley Jessica, Mehrkar Amir, Bacon Sebastian, Davy Simon, Dillingham Iain, Evans David, Hickman George, Inglesby Peter, Morton Caroline E, Smith Becky, Ward Tom, Hulme William, Green Amelia, Massey Jon, Walker Alex J, Bates Christopher, Cockburn Jonathan, Parry John, Hester Frank, Harper Sam, O'Hanlon Shaun, Eavis Alex, Jarvis Richard, Avramov Dima, Griffiths Paul, Fowles Aaron, Parkes Nasreen, Goldacre Ben, MacKenna Brian

机构信息

Bennett Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, Oxford University, Oxford, UK.

PRIMIS, School of Medicine, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK.

出版信息

BMJ Med. 2023 May 11;2(1):e000392. doi: 10.1136/bmjmed-2022-000392. eCollection 2023.

Abstract

OBJECTIVE

To implement complex, PINCER (pharmacist led information technology intervention) prescribing indicators, on a national scale with general practice data to describe the impact of the covid-19 pandemic on safe prescribing.

DESIGN

Population based, retrospective cohort study using federated analytics.

SETTING

Electronic general practice health record data from 56.8 million NHS patients by use of the OpenSAFELY platform, with the approval of the National Health Service (NHS) England.

PARTICIPANTS

NHS patients (aged 18-120 years) who were alive and registered at a general practice that used TPP or EMIS computer systems and were recorded as at risk of at least one potentially hazardous PINCER indicator.

MAIN OUTCOME MEASURE

Between 1 September 2019 and 1 September 2021, monthly trends and between practice variation for compliance with 13 PINCER indicators, as calculated on the first of every month, were reported. Prescriptions that do not adhere to these indicators are potentially hazardous and can cause gastrointestinal bleeds; are cautioned against in specific conditions (specifically heart failure, asthma, and chronic renal failure); or require blood test monitoring. The percentage for each indicator is formed of a numerator of patients deemed to be at risk of a potentially hazardous prescribing event and the denominator is of patients for which assessment of the indicator is clinically meaningful. Higher indicator percentages represent potentially poorer performance on medication safety.

RESULTS

The PINCER indicators were successfully implemented across general practice data for 56.8 million patient records from 6367 practices in OpenSAFELY. Hazardous prescribing remained largely unchanged during the covid-19 pandemic, with no evidence of increases in indicators of harm as captured by the PINCER indicators. The percentage of patients at risk of potentially hazardous prescribing, as defined by each PINCER indicator, at mean quarter 1 (Q1) 2020 (representing before the pandemic) ranged from 1.11% (age ≥65 years and non-steroidal anti-inflammatory drugs) to 36.20% (amiodarone and no thyroid function test), while Q1 2021 (representing after the pandemic) percentages ranged from 0.75% (age ≥65 years and non-steroidal anti-inflammatory drugs) to 39.23% (amiodarone and no thyroid function test). Transient delays occurred in blood test monitoring for some medications, particularly angiotensin-converting enzyme inhibitors (where blood monitoring worsened from a mean of 5.16% in Q1 2020 to 12.14% in Q1 2021, and began to recover in June 2021). All indicators substantially recovered by September 2021. We identified 1 813 058 patients (3.1%) at risk of at least one potentially hazardous prescribing event.

CONCLUSION

NHS data from general practices can be analysed at national scale to generate insights into service delivery. Potentially hazardous prescribing was largely unaffected by the covid-19 pandemic in primary care health records in England.

摘要

目的

利用全科医疗数据在全国范围内实施复杂的PINCER(药剂师主导的信息技术干预)处方指标,以描述新冠疫情对安全处方的影响。

设计

基于人群的回顾性队列研究,采用联合分析。

背景

经英国国家医疗服务体系(NHS)批准,通过OpenSAFELY平台获取了来自5680万NHS患者的电子全科医疗健康记录数据。

参与者

年龄在18至120岁之间、在使用TPP或EMIS计算机系统的全科医疗诊所登记且被记录为至少存在一项潜在危险PINCER指标风险的NHS患者。

主要结局指标

报告了2019年9月1日至2021年9月1日期间每月的趋势以及各诊所之间遵守13项PINCER指标的差异,这些指标于每月首日计算得出。不符合这些指标的处方可能具有危险性,可导致胃肠道出血;在特定情况下(特别是心力衰竭、哮喘和慢性肾衰竭)需谨慎使用;或需要进行血液检测监测。每个指标的百分比由被认为存在潜在危险处方事件风险的患者数作为分子,对该指标进行评估具有临床意义的患者数作为分母构成。指标百分比越高,表明药物安全性方面的表现可能越差。

结果

PINCER指标在OpenSAFELY中来自6367家诊所的5680万患者记录的全科医疗数据中成功实施。在新冠疫情期间,危险处方情况基本保持不变,没有证据表明PINCER指标所反映的危害指标有所增加。2020年第一季度(代表疫情前),每项PINCER指标所定义的存在潜在危险处方风险的患者百分比范围为1.11%(年龄≥65岁且使用非甾体抗炎药)至36.20%(使用胺碘酮且未进行甲状腺功能测试),而2021年第一季度(代表疫情后)的百分比范围为0.75%(年龄≥65岁且使用非甾体抗炎药)至39.23%(使用胺碘酮且未进行甲状腺功能测试)。某些药物的血液检测监测出现了短暂延迟,尤其是血管紧张素转换酶抑制剂(血液监测从2020年第一季度的平均5.16%恶化至2021年第一季度的12.14%,并于2021年6月开始恢复)。到2021年9月,所有指标基本恢复。我们确定了1813058名患者(3.1%)存在至少一项潜在危险处方事件的风险。

结论

可以在全国范围内分析来自全科医疗诊所的NHS数据,以深入了解服务提供情况。在英格兰的基层医疗健康记录中,潜在危险处方在很大程度上未受新冠疫情影响。

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