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协作研究团队中生物统计学家所需的核心团队科学技能。

Essential team science skills for biostatisticians on collaborative research teams.

作者信息

Slade Emily, Brearley Ann M, Coles Adrian, Hayat Matthew J, Kulkarni Pandurang M, Nowacki Amy S, Oster Robert A, Posner Michael A, Samsa Gregory, Spratt Heidi, Troy Jesse, Pomann Gina-Maria

机构信息

Department of Biostatistics, University of Kentucky, Lexington, KY, USA.

Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA.

出版信息

J Clin Transl Sci. 2023 Nov 6;7(1):e243. doi: 10.1017/cts.2023.676. eCollection 2023.

Abstract

INTRODUCTION

Despite the critical role that quantitative scientists play in biomedical research, graduate programs in quantitative fields often focus on technical and methodological skills, not on collaborative and leadership skills. In this study, we evaluate the importance of team science skills among collaborative biostatisticians for the purpose of identifying training opportunities to build a skilled workforce of quantitative team scientists.

METHODS

Our workgroup described 16 essential skills for collaborative biostatisticians. Collaborative biostatisticians were surveyed to assess the relative importance of these skills in their current work. The importance of each skill is summarized overall and compared across career stages, highest degrees earned, and job sectors.

RESULTS

Survey respondents were 343 collaborative biostatisticians spanning career stages (early: 24.2%, mid: 33.8%, late: 42.0%) and job sectors (academia: 69.4%, industry: 22.2%, government: 4.4%, self-employed: 4.1%). All 16 skills were rated as at least somewhat important by > 89.0% of respondents. Significant heterogeneity in importance by career stage and by highest degree earned was identified for several skills. Two skills ("regulatory requirements" and "databases, data sources, and data collection tools") were more likely to be rated as absolutely essential by those working in industry (36.5%, 65.8%, respectively) than by those in academia (19.6%, 51.3%, respectively). Three additional skills were identified as important by survey respondents, for a total of 19 collaborative skills.

CONCLUSIONS

We identified 19 team science skills that are important to the work of collaborative biostatisticians, laying the groundwork for enhancing graduate programs and establishing effective on-the-job training initiatives to meet workforce needs.

摘要

引言

尽管定量科学家在生物医学研究中发挥着关键作用,但定量领域的研究生项目通常侧重于技术和方法技能,而非协作和领导技能。在本研究中,我们评估了协作生物统计学家团队科学技能的重要性,目的是确定培训机会,以打造一支具备技能的定量团队科学家队伍。

方法

我们的工作小组描述了协作生物统计学家所需的16项基本技能。对协作生物统计学家进行了调查,以评估这些技能在他们当前工作中的相对重要性。总结了每项技能的总体重要性,并在不同职业阶段、最高学历和工作部门之间进行了比较。

结果

调查对象为343名跨职业阶段(早期:24.2%,中期:33.8%,后期:42.0%)和工作部门(学术界:69.4%,行业:22.2%,政府:4.4%,个体经营:4.1%)的协作生物统计学家。超过89.0%的受访者认为所有16项技能至少在一定程度上是重要的。在几项技能方面,发现职业阶段和最高学历在重要性上存在显著差异。两项技能(“监管要求”和“数据库、数据源及数据收集工具”)在行业从业者(分别为36.5%、65.8%)中被评为绝对必要的可能性高于学术界从业者(分别为19.6%、51.3%)。调查受访者还确定了另外三项重要技能,总共19项协作技能。

结论

我们确定了19项对协作生物统计学家工作很重要的团队科学技能,为加强研究生项目和建立有效的在职培训计划以满足劳动力需求奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b584/10685263/5c1273d5b495/S2059866123006763_fig1.jpg

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