#validity-threats

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Science
fromHackernoon
2 months ago

Is Pair Programming Faster? An ANOVA Analysis | HackerNoon

ANOVA results indicate significant treatment differences at alpha=0.1 for duration (p=0.0969) and marginally for effort (p≈0.1017).
fromHackernoon
2 months ago

Understanding ANOVA for Pair Programming Experiments | HackerNoon

Once we have the measures, we are able to test the hypotheses through statistical inferences. The statistical model associated with a Latin square design is shown in equation (1). This design uses analysis of variance (ANOVA) to assess the components (overall mean, blocks, treatment and random error) of the model. ANOVA is based on looking at the total variability of the collected measures and the variability partition according to different components.
Software development
fromHackernoon
11 months ago

The Struggle to Measure Gender Bias in Remote Programming Environments | HackerNoon

The validity of the experimental design in studying gender bias is significantly affected by the treatment operationalization and participant behavior during the study.
Data science
fromHackernoon
11 months ago

How GitHub and Stack Overflow Data Were Verified for Research Accuracy | HackerNoon

The study emphasizes rigorous strategies to enhance construct and external validity while analyzing data and ensuring author consensus.
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