Supplemental Material for "AI Where It Matters: Where, Why, and How Developers Want AI Support in Daily Work"
Description
1. Survey
instrument.pdf: Survey flow, structure, and questionnaire. Definitions of the RAI principles appear at the end.
2. Respondent_Demographics.xlsx: Summary statistics for N = 860 software developers who participated in the study.
3. Codebook.xlsx: Themes, definitions, and example quotes describing where developers seek or limit AI support across task clusters, as well as their RAI priorities.
4. RQ1–regression_stats.xlsx: Mixed-effects regression results (RQ1) for the full sample, with stratified analyses by risk tolerance and technophilia.
5. z_scores_CI.xlsx: Standardized z-scores and confidence intervals for appraisal dimensions, openness to AI support, and AI usage for each task.
6. RQ1–clustering_plots.pdf: Clustering summary with silhouette and dendrogram plots for hierarchical agglomerative clustering (Ward’s linkage).
7. RQ2–glmm-stats.xlsx: Generalized Logistic linear mixed-model (GLMM) results predicting the odds of selecting each RAI principle (RQ2), with confidence intervals.
Files
1.Survey instrument.pdf
Files
(711.2 kB)
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