Psychometrics in Behavioral Software Engineering: A Methodological Introduction with Guidelines

نویسندگان

چکیده

A meaningful and deep understanding of the human aspects software engineering (SE) requires psychological constructs to be considered. Psychology theory can facilitate systematic sound development as well adoption instruments (e.g., tests, questionnaires) assess these constructs. In particular, ensure high quality, psychometric properties need evaluation. this article, we provide an introduction for evaluation measurement SE researchers. We present guidelines that enable using existing developing new ones adequately. conducted a comprehensive review psychology literature framed by Standards Educational Psychological Testing. detail activities used when operationalizing constructs, such item pooling, review, pilot testing, analysis, factor statistical property items, reliability, validity, fairness in testing test bias. openly available example based on our guideline. hope encourage culture change research towards established methods from psychology. To improve quality behavioral SE, studies focusing introducing, validating, then more common.

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ژورنال

عنوان ژورنال: ACM Transactions on Software Engineering and Methodology

سال: 2021

ISSN: ['1049-331X', '1557-7392']

DOI: https://doi.org/10.1145/3469888