Expired50% confidenceFactExact time
19% of beginners give up after encountering difficulties, compared to only 5%–7% of other professional-level users.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Related Claims
UnverifiedThe strict task success rate for novice users is 15%, and 28%–33% for intermediate and above users; when encountering difficulties, the ultimate success rate for novices is only 4%, compared to 15% for experts80% similarUnverifiedOver a 7-month research period, the proportion of bug-fixing sessions dropped from 33% to 19%, operations sessions rose from 14% to 21%, and documentation and data analysis sessions rose from 10% to 20%62% similarVerifiedIn long-chain tasks, if each step has an error rate of approximately 5%, the overall success rate may drop to below 36% after 20 steps.62% similarUnverified统计显示只有不到30%的开发团队持续实践TDD61% similarUnverified牛津大学互联网研究所的研究表明,LinkedIn用户在浏览动态30分钟后,职业满意度平均下降12%-15%60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/44384API
curl https://kongchang.com/api/v1/knowledge/claims/44384MCP
get_claim(id=44384)