Methods for training collaborative biostatisticians
- PMID: 33948249
- PMCID: PMC8057395
- DOI: 10.1017/cts.2020.518
Methods for training collaborative biostatisticians
Abstract
The emphasis on team science in clinical and translational research increases the importance of collaborative biostatisticians (CBs) in healthcare. Adequate training and development of CBs ensure appropriate conduct of robust and meaningful research and, therefore, should be considered as a high-priority focus for biostatistics groups. Comprehensive training enhances clinical and translational research by facilitating more productive and efficient collaborations. While many graduate programs in Biostatistics and Epidemiology include training in research collaboration, it is often limited in scope and duration. Therefore, additional training is often required once a CB is hired into a full-time position. This article presents a comprehensive CB training strategy that can be adapted to any collaborative biostatistics group. This strategy follows a roadmap of the biostatistics collaboration process, which is also presented. A TIE approach (Teach the necessary skills, monitor the Implementation of these skills, and Evaluate the proficiency of these skills) was developed to support the adoption of key principles. The training strategy also incorporates a "train the trainer" approach to enable CBs who have successfully completed training to train new staff or faculty.
Keywords: Collaborative biostatistician; collaboration and communication; professional development; quantitative collaboration; training strategy.
© The Association for Clinical and Translational Science 2020.
Conflict of interest statement
SCG reports receiving consulting fees from Gilead Sciences for serving on multiple Data Monitoring Committees. SMT reports receiving consulting fees from Abbvie, Inc. for work on biosimilars and bioequivalence. Although these relationships are not perceived to represent a conflict with the present work, they have been included in the spirit of full disclosure. There are no other conflicts of interest to report.
Figures
Similar articles
-
Essential team science skills for biostatisticians on collaborative research teams.J Clin Transl Sci. 2023 Nov 6;7(1):e243. doi: 10.1017/cts.2023.676. eCollection 2023. J Clin Transl Sci. 2023. PMID: 38033706 Free PMC article.
-
Experiential Learning Methods for Biostatistics Students: A Model for Embedding Student Interns in Academic Health Centers.Stat. 2022 Dec;11(1):e506. doi: 10.1002/sta4.506. Epub 2022 Sep 9. Stat. 2022. PMID: 36937572 Free PMC article.
-
Critical Care Network in the State of Qatar.Qatar Med J. 2019 Nov 7;2019(2):2. doi: 10.5339/qmj.2019.qccc.2. eCollection 2019. Qatar Med J. 2019. PMID: 31763205 Free PMC article.
-
[The role of biostatistics in institutional review boards].Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2019 Jun;62(6):751-757. doi: 10.1007/s00103-019-02951-9. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2019. PMID: 31065736 Review. German.
-
Guidance for biostatisticians on their essential contributions to clinical and translational research protocol review.J Clin Transl Sci. 2021 Jul 12;5(1):e161. doi: 10.1017/cts.2021.814. eCollection 2021. J Clin Transl Sci. 2021. PMID: 34527300 Free PMC article. Review.
Cited by
-
The hidden curriculum in health care academia: An exploratory study for the development of an action plan for the inclusion of diverse trainees.J Clin Transl Sci. 2021 Oct 8;5(1):e203. doi: 10.1017/cts.2021.867. eCollection 2021. J Clin Transl Sci. 2021. PMID: 35047215 Free PMC article.
-
CUBE: A Collaborative Undergraduate Biostatistics Experience To Bring Diversity And Awareness To The Field Of Collaborative Biostatistics.J STEM Educ. 2024 Jul-Sep;25(3):26-35. doi: 10.63504/jstem.v25i3.2678. Epub 2024 Nov 7. J STEM Educ. 2024. PMID: 40662095 Free PMC article.
-
Reaping what you SOW: Guidelines and strategies for writing scopes of work for statistical consulting.Stat. 2022 Dec;11(1):e496. doi: 10.1002/sta4.496. Epub 2022 Aug 10. Stat. 2022. PMID: 40727835 Free PMC article.
-
Data science in clinical and translational research: Improving the health of the data to knowledge pipeline.J Clin Transl Sci. 2021 Mar 9;5(1):e77. doi: 10.1017/cts.2020.569. J Clin Transl Sci. 2021. PMID: 33948295 Free PMC article. No abstract available.
-
Integrating large language models in biostatistical workflows for clinical and translational research.J Clin Transl Sci. 2025 May 30;9(1):e131. doi: 10.1017/cts.2025.10064. eCollection 2025. J Clin Transl Sci. 2025. PMID: 40665965 Free PMC article.
References
-
- Rubio DM, del Junco DJ, Bhore R, et al.. Biostatistics, Epidemiology, and Research Design (BERD) Key Function Committee of the Clinical and Translational Science Awards (CTSA) Consortium. Evaluation metrics for biostatistical and epidemiological collaborations. Statistics in Medicine 2011; 30(23): 2767–2777. - PMC - PubMed
Grants and funding
LinkOut - more resources
Full Text Sources
Miscellaneous