Supporting Material

Articles and Papers

• DEPICT: A Framework for Ethical Reasoning in Statistics and Data Science with Case-Study Applications. Van Mullekom, J., Davidson, M. J Stat Theory Pract 19, 30 (2025). https://doi.org/10.1007/s42519-025-00442-6

• How do ASA Ethical Guidelines Support U.S. Guidelines for Official Statistics?, Park, J., & Tractenberg, R. E. 2023, ArXiv. 

• How does international guidance for statistical practice align with the ASA Ethical Guidelines?, Tractenberg, R. E., & Park, J. (2023). ArXiv.

• Ethical Considerations for Developing and Using Artificial Intelligence in Statistical Practice, Committee on Professional Ethics, 2023, Amstat News.
• Supporting Community-Engaged Research Ethical Challenges and Plausible Responses in Statistics, Data Science Practice. Tractenberg, R.E., 2022, Amstat News.
• Everything You Need to Know About ASA Ethical Guidelines for Statistical Practice. ASA Committee on Professional Ethics. 2023. Amstat News.

Presentations and Teaching Materials

• • • IOL: Introduction to Ethical Practice in Statistics and Data Science (JSM 2026)

      • IOL slides (complete with role plays and audience questions)
      • IOL slides (lecture only)
    • How the ASA Ethical Guidelines for Statistical Practice comprise data science ethics and "data ethics" (Tractenberg, R. E., 2019, Presentation to the Royal Statistical Society)
    • Oaths, Guidelines, and Mindsets: How to Promote the Ethical Practice of Data Science (Tractenberg, R. E., 2018, Presentation at the Women in Data Science [WiDS] Conference)
    • Institutionalizing ethical reasoning: Integrating the ASA’s Ethical Guidelines for Professional Practice into course, program, and curriculum. (Tractenberg, R. E., 2016). In Ethical Reasoning in Big Data (pp. 115-139). Springer, Cham. [copy provided by the author]
    • Ethics for Undergraduates (Cohen, S. 2014) 
    • Important Tools for Career Development: ASA Ethical Guidelines for Statistical Practice (Gomes, H. 2017)