在软件工程实验中使用不同的金融激励计划的实验室实验
Dmitri Bershadskyy1, Jacob Krüger2, Gül Calıklı3
1Otto-von-Guericke Universität Magdeburg, Magdeburg, Germany.
PeerJ. Computer science
|March 26, 2025
概括
软件工程实验中的财务激励可以影响开发人员的表现. 这项研究探讨了三种方案,发现了潜在的影响,尽管由于样本大小而导致的结果并不显著.
科学领域:
- 计算机科学 计算机科学
- 软件工程 软件工程 软件工程
- 经验研究是实证研究.
背景情况:
- 实证软件工程研究往往涉及开发人员,但很少像其他科学领域一样使用财务激励.
- 目前的指导方针建议激励主要是参与调查,而不是在实验中复制现实世界的动机.
研究的目的:
- 调查不同金融激励计划对受控软件工程实验中的开发人员绩效的影响.
- 弥合了解货币奖励如何影响参与者的行为和经验软件工程的结果的差距.
主要方法:
- 对与开发商使用的现实世界金融激励进行了初步调查.
- 设计和实施了三个不同的激励计划:性能依赖,性能独立和开源模仿.
- 采用了跨主体实验设计来比较这些方案对参与者的表现的影响.
主要成果:
- 初步发现表明,不同的金融激励计划可以影响参与者在软件工程实验中的表现.
- 结果没有统计学意义,可能是由于样本规模较小和统计能力有限.
- 观察到显著的趋势,为未来的研究和假设生成提供了潜在的方向.
结论:
- 金融激励是软件工程实验中的一个重要因素,可能会影响开发人员的表现.
- 了解这些影响对于设计更有效的实验和组织制定补偿策略至关重要.
- 需要对更大的样本进行进一步的研究,以确认观察到的趋势并确定统计学意义.
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