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英国医师助理供应的预测模型:2014 - 2038年

Predictive modelling of the UK physician associate supply: 2014-2038.

作者信息

Bakker Emyr Yosef, Dixon Peter Anthony, Smith Tim, Rutt-Howard Jane Frances

机构信息

School of Medicine and Dentistry, University of Central Lancashire, Preston, PR1 2HE, UK.

出版信息

Future Healthc J. 2024 Sep 6;11(4):100176. doi: 10.1016/j.fhj.2024.100176. eCollection 2024 Dec.

Abstract

INTRODUCTION

The NHS Long Term Workforce Plan aims for 10,000 physician associates (PAs, formerly physician assistants) by 2036/7. This article uses three modelling approaches to project the UK PA supply from a baseline of 2014-2021 through to 2038 to forecast the profession's growth.

METHODS

The number of cClinically available PAs' (cPAs; qualified PAs either working clinically or seeking clinical employment) was estimated using raw data from the 2014-2021 Faculty of Physician Associates censuses. This provided baseline data for all models (linear regression (LRM), exponential regression (ERM) and time-series forecast (TSFM)). Attrition, using data from other healthcare professions, was also modelled.

RESULTS

values together with authors' judgement ruled the LRM more realistic than the ERM. The LRM projected up to 8,232 cPAs by 2038, although attrition reduced this significantly. The TSFM optimistically projected an upper limit (95% confidence interval) of 13,922 cPAs by 2038.

DISCUSSION

This article permits a wider view of potential PA numbers, with broad agreement between the LRM and the TSFM. It appears that future PA demand will be met, but factors such as attrition could impede this. Attrition itself may be mitigated through adequate resourcing, appropriate support mechanisms, and the development of a career structure. Professional regulation and legislation will further support PAs to work to their potential, subject to appropriate patient safety measures.

摘要

引言

英国国家医疗服务体系(NHS)长期劳动力计划的目标是到2036/7年拥有10000名医师助理(PA,以前称为医师助手)。本文使用三种建模方法来预测从2014 - 2021年基线到2038年英国医师助理的供应情况,以预测该职业的增长。

方法

使用2014 - 2021年医师助理学院普查的原始数据估算“临床可用医师助理”(cPA;从事临床工作或寻求临床工作的合格医师助理)的数量。这为所有模型(线性回归(LRM)、指数回归(ERM)和时间序列预测(TSFM))提供了基线数据。还使用来自其他医疗保健行业的数据对人员流失情况进行了建模。

结果

结合作者的判断,认为线性回归模型比指数回归模型更现实。线性回归模型预测到2038年cPA数量将达到8232名,尽管人员流失使其大幅减少。时间序列预测模型乐观地预测到2038年cPA的上限(95%置信区间)为13922名。

讨论

本文提供了对潜在医师助理数量的更广泛视角,线性回归模型和时间序列预测模型之间达成了广泛共识。看来未来医师助理的需求将得到满足,但人员流失等因素可能会对此产生阻碍。人员流失本身可以通过充足的资源配置、适当的支持机制以及职业结构的发展来缓解。专业监管和立法将在采取适当患者安全措施的前提下,进一步支持医师助理充分发挥其潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9687/11437936/f8c3c75c7354/gr1.jpg

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