Most surveyed job-seeking CS students applied to at least one Big Tech company, with significant subgroup differences in application rates¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Asian respondents applied to Big Tech at significantly higher rates than White respondents (0.82 vs 0.58, p<0.01), and Waterloo/UofT students at higher rates than Queen's students (0.83 vs 0.40, p<0.04). → 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
q2 · i? · associational · r1
Subgroup comparison of Big Tech application rates in the same survey; the article reports "Asian respondents applied at significantly higher rates com- pared to White respondents (0.82 vs 0.58,p <0.01)". No effect sizes are printed.
"Asian respondents applied at significantly higher rates com- pared to White respondents (0.82 vs 0.58,p <0.01)."
Discussion¶
Related Claims¶
- Moral disengagement is the most common justification category among job-seeking CS students rationalizing ethically concerning employment choices — related
- Job-seeking CS students rank ethical concerns last among job considerations, below remuneration, location, work-life balance, and workplace culture — related
- Only 55% of concerned respondents who had applied to a company engaged in concerning activities said the knowledge made them less likely to apply — 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
- Students' variation in concern across ethical issues corresponds with topic coverage on typical CS ethics syllabi, which rarely address military applications — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
big-tech-application-rates-subgroup-differences |
title |
Most surveyed job-seeking CS students applied to at least one Big Tech company, with significant subgroup differences in application rates |
description |
Most surveyed job-seeking CS students applied to at least one Big Tech company, with significant subgroup differences in application rates |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — mohamed-abdalla-2026 |
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