Job interview statistics
How well does a job interview actually predict who will perform? Below are verified, source-cited figures from the largest peer-reviewed meta-analyses of hiring research. The short version: a structured interview is the single most predictive selection method — but only when it is genuinely structured.
How well do job interviews predict performance?
Decades of peer-reviewed research measure how accurately each hiring method predicts on-the-job performance, expressed as an operational validity coefficient — roughly, its correlation with later performance, where higher is better. Across the largest re-analyses of that evidence, the structured interview comes out on top.
the operational validity of a structured job interview — the single most predictive selection method in the most recent large-scale re-analysis of the evidence, ahead of cognitive-ability tests, integrity tests, biodata and personality measures.
Source: Sackett, Zhang, Berry & Lievens (2022), Journal of Applied Psychology, 2022 ↗the 80% credibility interval around that .42 figure. In plain terms a structured interview predicts performance 'around .42, plus or minus .24' — so how well the interview is designed and scored matters enormously, and an ad-hoc one can be far weaker.
Source: Sackett, Zhang, Berry & Lievens (2022), Journal of Applied Psychology, 2022 ↗the earlier and most-cited estimate of structured-interview validity, from the landmark meta-analysis summarising 85 years of selection research. Later, more conservative statistical corrections revised the number down, but interviews stayed at the top of the hierarchy.
Source: Schmidt & Hunter (1998), Psychological Bulletin, 1998 ↗Interviews vs other ways to choose candidates
The value of an interview only makes sense next to the alternatives. In the 2022 re-analysis a well-structured interview out-predicts every other single method — including the cognitive-ability tests long treated as the gold standard — and combining it with a second strong method is stronger still.
structured interviews rank as the highest-validity selection procedure in the 2022 re-analysis, above general-mental-ability tests, biodata, integrity tests and personality measures.
Source: Sackett, Zhang, Berry & Lievens (2022), Journal of Applied Psychology, 2022 ↗the revised operational validities for biodata (.38), general-mental-ability tests (.31), integrity tests (.31) and conscientiousness (.19) — the yardsticks a structured interview (.42) is measured against.
Source: Sackett, Zhang, Berry & Lievens (2022), Journal of Applied Psychology, 2022 ↗the combined validity of a general-mental-ability test plus a structured interview. Pairing a structured interview with one other strong, distinct method is among the most predictive hiring approaches available — more accurate than either alone.
Source: Schmidt & Hunter (1998), Psychological Bulletin, 1998 ↗What this means for your hiring
The research points to three practical moves. First, structure your interviews: ask every candidate the same job-relevant questions and score answers against a defined rubric. That single change is what separates the top-ranked selection method from a weak, first-impression-driven chat — and it is the biggest, cheapest quality improvement most teams can make.
Second, combine a structured interview with one other strong, distinct method — a work sample, a cognitive-ability measure, or a structured skills assessment. No single method is as accurate as a good pair, and the interview is the anchor that combination is built around.
Third, use software to make structure the default, not a discipline you have to remember. Reusable interview kits keep questions consistent, scorecards keep scoring consistent, and one-way (async) video lets you compare answers side by side and across time zones. Pitch N Hire's interview and assessment tools and AI-assisted screening are built around exactly this — with a human always making the final call. See the interview software guide or generate a structured set with the free interview question generator.
About this data
These 6 figures are drawn from 2 peer-reviewed meta-analyses — Sackett, Zhang, Berry & Lievens (2022) in the Journal of Applied Psychology, and Schmidt & Hunter (1998) in Psychological Bulletin — and every figure links to its DOI. Validity coefficients describe how well a method predicts job performance across many studies; higher is better. We deliberately exclude widely-circulated "X% of recruiters use video interviews"-style figures because they trace to aggregator blogs rather than a confirmable primary source. Figures are reviewed on each update; last verified July 2026.
Cite or share this research
Researchers and writers are welcome to cite these figures with attribution. Citation:
Pitch N Hire (2026). Job Interview Statistics. Retrieved from https://www.pitchnhire.com/interview-statistics Embed (links back to this page):
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Job interview statistics — FAQs
Are job interviews actually a good way to hire?
What is a structured interview?
Structured vs unstructured interview — does it really matter?
What predicts job performance better than an interview?
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