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What is availability bias in software engineering and how can it be avoided?

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Final answer:

The availability bias in software engineering is the tendency to base decisions on easily recalled instances. To avoid this bias, software engineers should gather data from various sources, consider statistical probabilities, and challenge their thinking.

Step-by-step explanation:

The availability bias in software engineering refers to the tendency to make decisions or judgments based on easily recalled instances, rather than objective statistical probabilities. For example, if a software engineer easily recalls a particular bug that occurred in the past, they may overestimate the likelihood of encountering similar bugs in the future. This bias can hinder the decision-making process and lead to incorrect assumptions.

To avoid availability bias in software engineering, it's important for engineers to be aware of this cognitive bias and actively challenge their own thinking. They can do this by gathering data from a variety of sources, considering objective statistical probabilities, and seeking diverse perspectives. Additionally, documenting and analyzing past instances in a systematic and unbiased manner can help mitigate the influence of availability bias.

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