Title :
Stack Overflow Badges and User Behavior: An Econometric Approach
Author_Institution :
Bus. Sch., Harvard Univ., Boston, MA, USA
Abstract :
Does gamification work? This paper examines how Stack Overflow users behave when earning badges. A regression analysis of user activity logs shows users change their contribution amounts when earning some badges but not others. This paper adds new support to the growing literature that gamification works, but its efficacy is context-dependent. Alternative methods for motivating user contributions are considered.
Keywords :
game theory; regression analysis; software engineering; econometric approach; gamification; regression analysis; stack overflow badges; user activity logs; user behavior; user contributions; Business; Communities; Data mining; Econometrics; Games; Observability; Software;
Conference_Titel :
Mining Software Repositories (MSR), 2015 IEEE/ACM 12th Working Conference on
Conference_Location :
Florence
DOI :
10.1109/MSR.2015.61