Pioneering Computational Culture Within Pharmacy Schools by Empowering Students With Data Science and Bioinformatics Skills
As advancements in digital health lead to the generation of increasingly diverse and voluminous pharmaceutical data, it is increasingly critical that we teach trainee pharmaceutical scientists how to leverage this data to lead future innovations in health care and pharmaceutical research. To address this need, the University of Southern California Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences is incorporating data science and bioinformatics into the graduate and undergraduate curricula through introductory courses tailored for students without prior programming experience. These courses feature a teaching framework designed to make the fundamentals of data science and bioinformatics accessible to pharmacy students through step-by-step, Jupyter-based coding assignments with examples relevant to the pharmaceutical sciences. The framework supports Doctor of Pharmacy students by focusing on the practical applications of data science in clinical settings, while for Doctor of Philosophy (PhD) and Master's (MS) students, the emphasis is on research methodologies and advanced data analysis techniques. Here, we outline the design of this framework, highlighting the strategies we developed and the opportunities it provides to cultivate a computational culture within our institution and beyond.
Authors
- Yesha Patel (ORCID: https://orcid.org/0000-0002-4983-1222)
- Annie Wong‐Beringer (ORCID: https://orcid.org/0000-0003-3302-1409)
- Terry Church (ORCID: https://orcid.org/0000-0002-8215-8906)
- Serghei Mangul (ORCID: https://orcid.org/0000-0003-4770-3443)
- Rory E. Kim (ORCID: https://orcid.org/0000-0002-2129-4840)
- Cynthia Ronkowski (ORCID: https://orcid.org/0000-0002-8089-2808)
- Maryann Wu (ORCID: https://orcid.org/0000-0001-9316-2057)
- Dhrithi Deshpande (ORCID: https://orcid.org/0000-0003-3794-7364)
- Vassilios D. Papadopoulos (ORCID: https://orcid.org/0000-0002-1183-8568)
- Tien M. H. Ng (ORCID: https://orcid.org/0000-0003-2251-8268)
- Dima M. Qato
- Edith Mirzaian (ORCID: https://orcid.org/0000-0003-1871-6763)
- Mohammad Vahed (ORCID: https://orcid.org/0000-0002-4721-2356)
- Nitesh Kumar Sharma (ORCID: https://orcid.org/0000-0001-6379-1426)
- Kerui Peng (ORCID: https://orcid.org/0000-0002-9362-4618)
- Hovhannes J. Gukasyan (ORCID: https://orcid.org/0000-0002-2364-3514)
- William V. Padula (ORCID: https://orcid.org/0000-0003-1161-6954)
- Daniel Tomaszewski (ORCID: https://orcid.org/0000-0001-5158-2520)
- Jennica Zaro
- Daryl L. Davies (ORCID: https://orcid.org/0000-0003-2940-7739)
Institutions
- University of Southern California (US)
Publication Details
- Journal
- American Journal of Pharmaceutical Education
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1016/j.ajpe.2024.101341
- Citations
- 1
- Primary Topic
- Genetics, Bioinformatics, and Biomedical Research
- Type
- article
- Field-Weighted Citation Impact
- 0.23