解析GitHubCopilot的感知生产力

SERT Conference 2024Viggo Tellefsen WivestadResearcher & data scientistUnpacking the Perceived Productivity of GitHub CopilotTechnology for a better societyGitHub Copilot•Official launch June 2022•AI-based coding assistant•Codex: LLM trained on English and codeTechnology for a better societySurvey•RQ: «What are the effects of introducing GitHub Copilot as a developer tool?»•N=Technology for a better societySelf-assessment by Copilot preview usersTechnology for a better societyhttps://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happinessLikert scale: Agreement by usersTechnology for a better society«I am more productive when using GitHub Copilot»Strongly disagreeDisagreeNeither agree nor disagreeAgreeStrongly agreeNum.repliesEffect(Agreement)Likert scale: Agreement between groupsTechnology for a better society«I generallyfeel productive when I code»Strongly disagreeDisagreeNeither agree nor disagreeAgreeStrongly agreeNum.repliesLikert