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Women and men — Different but equal: On the impact of identifier style on source code reading

机译:男女—不同但平等:标识符样式对源代码阅读的影响

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Program comprehension is preliminary to any program evolution task. Researchers agree that identifiers play an important role in code reading and program understanding activities. Yet, to the best of our knowledge, only one work investigated the impact of gender on the memorability of identifiers and thus, ultimately, on program comprehension. This paper reports the results of an experiment involving 15 male subjects and nine female subjects to study the impact of gender on the subjects' visual effort, required time, as well as accuracy to recall Camel Case versus Underscore identifiers in source code reading. We observe no statistically-significant difference in term of accuracy, required time, and effort. However, our data supports the conjecture that male and female subjects follow different comprehension strategies: female subjects seem to carefully weight all options and spend more time to rule out wrong answers while male subjects seem to quickly set their minds on some answers, possibly the wrong ones. Indeed, we found that the effort spent on wrong answers is significantly higher for female subjects and that there is an interaction between the effort that female subjects invested on wrong answers and their higher percentages of correct answers when compared to male subjects.
机译:程序理解是任何程序演变任务的基础。研究人员一致认为,标识符在代码阅读和程序理解活动中起着重要作用。然而,据我们所知,只有一项研究调查了性别对标识符记忆力的影响,从而最终影响了程序理解力。本文报告了一项涉及15位男性受试者和9位女性受试者的实验结果,目的是研究性别对受试者的视觉努力,所需时间以及在源代码阅读中调用Camel Case vs Underscore标识符的准确性的影响。在准确性,所需时间和工作量方面,我们没有观察到统计学上的显着差异。但是,我们的数据支持这样的推测,即男性和女性受试者遵循不同的理解策略:女性受试者似乎会仔细权衡所有选择,并花更多时间排除错误答案,而男性受试者似乎会迅速将自己的想法定在某些答案上,可能是错误的那些。确实,我们发现女性受试者在错误答案上花费的精力明显更高,并且与男性受试者相比,女性受试者在错误答案上投入的努力与她们较高的正确答案百分比之间存在相互作用。

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