Key Takeway

Data “scraped” from social media and other websites can yield unique insights about consumer behavior, but using such data poses special methodological challenges and threats to validity. Here’s how researchers can ensure design transparency, analytic reproducibility, analytic robustness, and replicability and generalizability of effects.