Students' variation in concern across ethical issues corresponds with topic coverage on typical CS ethics syllabi, which rarely address military applications¶

Claim · All claims
Evidence · 1 study · associational r1 · q1
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q1 i? The authors interpret the low concern about military uses of labour as consistent with syllabus coverage: none of the syllabi examined by Fiesler, Garrett, and Beard addressed military applications, while just over half discussed privacy and surveillance. → Mohamed Abdalla 2026

Evidence¶

Mohamed Abdalla 2026¶

Mohamed Abdalla, Sahar Abdalla, Alicia Cappello, Kyrie Dowling, Danaé Metaxa, David G. Widder, Catherine Stinson. (2026). Cost-of-Ethics Crisis: Beliefs, Decisions, and Justifications in the Job Searches of Computer Science Students in Canada and the United States. https://arxiv.org/abs/2605.09680 doi:10.48550/arxiv.2605.09680

q1 · i? · associational · r1

Authors' interpretive argument in the Discussion linking observed concern variation to prior syllabus analysis; the review attributes the syllabus finding to Fiesler, Garrett, and Beard. The article offers this as a partial explanation, not a tested result.

"Fiesler, Garrett, and Beard (2020) found that none of the syllabi they examined addressed mil- itary applications of technology, while just over half dis- cussed privacy and surveillance."

Discussion¶

Related Claims¶

• Job-seeking CS students rank ethical concerns last among job considerations, below remuneration, location, work-life balance, and workplace culture — related
• Respondents overestimate apathy in their field: for most ethical issues, students' own concern exceeds the concern they perceive among CS peers — related
• Male respondents were significantly more likely than non-male respondents to have no concern about their labour being used for military purposes — related
• In a graduate CS course offering, mediated topic priorities aligned with instructor concerns (top-5 overlap 3/5; Spearman ρ = 0.80) — related
• Most surveyed job-seeking CS students applied to at least one Big Tech company, with significant subgroup differences in application rates — related