Please use this identifier to cite or link to this item:
|Title:||Cognitive Biases in Software Engineering: A Systematic Mapping Study|
|Keywords:||cognitive bias;Antecedents of cognitive bias;debiasing;effects of cognitive bias;software engineering;systematic mapping|
|Abstract:||One source of software project challenges and failures is the systematic errors introduced by human cognitive biases. Although extensively explored in cognitive psychology, investigations concerning cognitive biases have only recently gained popularity in software engineering (SE) research. This paper therefore systematically maps, aggregates and synthesizes the literature on cognitive biases in software engineering to generate a comprehensive body of knowledge, understand state of the art research and provide guidelines for future research and practice. Focusing on bias antecedents, effects and mitigation techniques, we identified 67 articles, which investigated 47 cognitive biases, published between 1990 and 2016. Despite strong and increasing interest, the results reveal a scarcity of research on mitigation techniques and poor theoretical foundations in understanding and interpreting cognitive biases. Although bias-related research has generated many new insights in the software engineering community, specific bias mitigation techniques are still needed for software professionals to overcome the deleterious effects of cognitive biases on their work.|
|Appears in Collections:||Dept of Mechanical Aerospace and Civil Engineering Research Papers|
Items in BURA are protected by copyright, with all rights reserved, unless otherwise indicated.