data-driven

Syllable breakdown

Dictionary meaning

describing decisions, strategies, or conclusions that are grounded in systematic empirical evidence and quantitative analysis rather than in intuition, tradition, or anecdote; the data-driven paradigm has become dominant across business, public policy, healthcare, and scientific research as the availability of large datasets and powerful analytical tools has grown; however, critics note that data-driven approaches carry their own biases — reflecting the categories used to collect data, the populations included or excluded, and the metrics chosen to represent complex realities — and that the appearance of objectivity can obscure the normative choices embedded in what data is gathered, how it is interpreted, and what counts as a meaningful signal