Where do our students go? A blueprint for quantifying the local retention effect and its reach by tracking the career paths of medical students.

IF 2.3 Q2 EDUCATION, SCIENTIFIC DISCIPLINES
GMS Journal for Medical Education Pub Date : 2026-06-15 eCollection Date: 2026-01-01 DOI:10.3205/zma001855
Robin Herbrechter, Stefanie Mattern, Sophie-Charlotte Rosenberger, Annika Haupt, Marzellus Hofmann
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引用次数: 0

Abstract

Objectives: Demographic and structural changes in the healthcare sector have led to an increasing shortage of physicians in Germany in recent years, especially in rural areas. Medical schools are increasingly making curricular adjustments to enhance the appeal of urgently needed positions in the healthcare sector. Graduate tracking is essential for evaluating curricula and optimization efforts, and therefore for the targeted improvement of healthcare provision.

Methods: Data on the professional activities of 333 medical graduates of the University of Witten/Herdecke (UW/H) were collected through online research based on the classification of the German physician statistics used by the German Medical Association (outpatient: employed or self-employed, inpatient: leading position or non-supervisory). Geographical analysis of the local retention effect was carried out using a geographic information system.

Results: Tracking reveals a significantly higher proportion of graduates working in outpatient health care (49.7%), which is due to the 69% increase in the rate of self-employment compared to the national average. The geographical analysis reveals a strong concentration of alumni in close proximity of the alma mater (retention effect), i.e. a 207-fold increase of the alumni density within a distance of 6 km around the UW/H. The local retention effect ranges approximately 30 km, where the increase is still 12-fold.

Conclusions: The methodological approach presented in this study provides a novel way for tracking alumni and quantifying their spatial distribution patterns. By demonstrating how such data can be systematically analyzed, the study offers a practical framework for the evaluation of medical faculties and can help estimating the potential impact of e.g. newly established medical faculties on local healthcare provision. Hence, this study can serve as a blueprint for similar alumni tracking approaches.

我们的学生去哪里?通过追踪医学生的职业发展路径,量化本地保留效应及其影响范围的蓝图。
目标:近年来,医疗保健部门的人口和结构变化导致德国医生日益短缺,特别是在农村地区。医学院越来越多地对课程进行调整,以提高医疗行业急需职位的吸引力。毕业生跟踪对于评估课程和优化工作至关重要,因此对于有针对性地改善医疗保健提供至关重要。方法:根据德国医学协会使用的德国医生统计分类(门诊:受雇或自雇,住院:领导或非监督),通过在线研究收集威滕/赫尔德克大学(UW/H) 333名医学毕业生的专业活动数据。利用地理信息系统对地方保留效应进行了地理分析。结果:跟踪显示,在门诊医疗机构工作的毕业生比例明显较高(49.7%),这是由于与全国平均水平相比,自雇率增加了69%。地理分析显示,校友在母校附近高度集中(保留效应),即在华盛顿大学/大学周围6公里范围内的校友密度增加了207倍。局部滞留效应的范围约为30公里,在那里仍然增加了12倍。结论:本研究提出的方法方法为跟踪校友并量化其空间分布模式提供了一种新的方法。通过展示如何系统地分析这些数据,该研究为评估医学院提供了一个实用的框架,并有助于估计新成立的医学院对当地医疗保健提供的潜在影响。因此,本研究可作为类似校友追踪方法的蓝本。
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来源期刊
GMS Journal for Medical Education
GMS Journal for Medical Education EDUCATION, SCIENTIFIC DISCIPLINES-
CiteScore
3.40
自引率
12.50%
发文量
30
审稿时长
25 weeks
期刊介绍: GMS Journal for Medical Education (GMS J Med Educ) – formerly GMS Zeitschrift für Medizinische Ausbildung – publishes scientific articles on all aspects of undergraduate and graduate education in medicine, dentistry, veterinary medicine, pharmacy and other health professions. Research and review articles, project reports, short communications as well as discussion papers and comments may be submitted. There is a special focus on empirical studies which are methodologically sound and lead to results that are relevant beyond the respective institution, profession or country. Please feel free to submit qualitative as well as quantitative studies. We especially welcome submissions by students. It is the mission of GMS Journal for Medical Education to contribute to furthering scientific knowledge in the German-speaking countries as well as internationally and thus to foster the improvement of teaching and learning and to build an evidence base for undergraduate and graduate education. To this end, the journal has set up an editorial board with international experts. All manuscripts submitted are subjected to a clearly structured peer review process. All articles are published bilingually in English and German and are available with unrestricted open access. Thus, GMS Journal for Medical Education is available to a broad international readership. GMS Journal for Medical Education is published as an unrestricted open access journal with at least four issues per year. In addition, special issues on current topics in medical education research are also published. Until 2015 the journal was published under its German name GMS Zeitschrift für Medizinische Ausbildung. By changing its name to GMS Journal for Medical Education, we wish to underline our international mission.
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