Zhao Yingxi, Li Xuan, Leckcivilize Attakrit, English Mike
Nuffield Department of Medicine, NDM Centre for Global Health Research, University of Oxford, S Parks Rd, Oxford, OX1 3SY, UK.
Nuffield Department of Population Health, University of Oxford, Oxford, UK.
BMC Med Res Methodol. 2025 Apr 1;25(1):83. doi: 10.1186/s12874-025-02533-1.
Tracking and understanding the progress and experiences of health workers and the outcomes of workforce decisions are essential for evidence-based workforce planning. In this scoping review, we aim to identify longitudinal studies that prospectively tracked healthcare professionals and that specifically focused on workforce issues such as career preferences, choices, and working conditions, and summarise the different approaches and methods used for tracking.
We searched MEDLINE, Embase, Global Health, PsycINFO, CINAHL, Education Resource Information Center (ERIC), EconLit and the Cochrane Library for articles published between 2000-2022 that longitudinally tracked doctors, nurses, midwives, physician associates/assistants. We further compared articles and conducted a back-and-forward citation search to identify longitudinal tracking studies which sometimes have multiple published articles. We developed a typology of the different tracking approaches, and summarised the major areas assessed and tracked by different studies.
We identified and analysed 263 longitudinal tracking studies. Based on population recruitment and follow-up methods, we grouped studies into seven categories (cohort studies, multiple-cohort studies, baseline and data linkage studies, baseline and short repeated measure studies, baseline-only studies, data linkage-only studies and repeated survey studies). The majority of studies included used a cohort or multiple-cohort design (n = 180), and several others also used data linkage (n = 45) and repeated measure approaches (n = 24). Sixty-two studies recruited participants while they were students and followed them until they became the active workforce, and nearly half of the included studies started directly from the active workforce stage. Most of the included studies examined workforce issues including employment status, preference or intention (to leave/remain/migrate, specific speciality or location etc.), and work environment, however there was a lack of widely used measurement tools for workforce issues. Additionally, nearly 40% examined wellbeing issues and a subset (20%) examined physical health in the context of workforce-related issues.
We described a large number of different healthcare professional longitudinal tracking studies. In order for longitudinal tracking to contribute to effective workforce planning, we recommend employing a mix of cohort and data linkage approaches to collect data across the different stages of the workforce 'working lifespan', and using and continuing to test standardised measurement instruments to better capture experiences related to workforce and wellbeing.
追踪和了解卫生工作者的职业发展历程与经历以及劳动力决策的结果,对于基于证据的劳动力规划至关重要。在本范围综述中,我们旨在识别前瞻性追踪医疗保健专业人员且特别关注诸如职业偏好、选择和工作条件等劳动力问题的纵向研究,并总结用于追踪的不同方法和手段。
我们检索了MEDLINE、Embase、Global Health、PsycINFO、CINAHL、教育资源信息中心(ERIC)、EconLit和Cochrane图书馆,查找2000年至2022年间纵向追踪医生、护士、助产士、医师助理的文章。我们进一步比较文章并进行前后向引文检索,以识别有时有多篇发表文章的纵向追踪研究。我们制定了不同追踪方法的类型学,并总结了不同研究评估和追踪的主要领域。
我们识别并分析了263项纵向追踪研究。根据人群招募和随访方法,我们将研究分为七类(队列研究、多队列研究、基线与数据链接研究、基线与短期重复测量研究、仅基线研究、仅数据链接研究和重复调查研究)。大多数纳入研究采用队列或多队列设计(n = 180),其他一些研究还采用了数据链接(n = 45)和重复测量方法(n = 24)。62项研究在参与者为学生时招募他们,并跟踪他们直到成为在职劳动力,近一半的纳入研究直接从在职劳动力阶段开始。大多数纳入研究考察了劳动力问题,包括就业状况、偏好或意向(离职/留任/迁移、特定专业或地点等)以及工作环境,然而对于劳动力问题缺乏广泛使用的测量工具。此外,近40%的研究考察了幸福感问题,一部分(20%)研究在劳动力相关问题背景下考察了身体健康。
我们描述了大量不同的医疗保健专业人员纵向追踪研究。为了使纵向追踪有助于有效的劳动力规划,我们建议采用队列和数据链接方法相结合的方式,在劳动力“工作生涯”的不同阶段收集数据,并使用并持续测试标准化测量工具,以更好地捕捉与劳动力和幸福感相关的经历。