--- title: "Degree, Employer, Title: Three Easy Screens, Little Proof" description: Years of education correlate 0.10 with job performance. Employer prestige and title were never validated. What each resume screen removes and lets through. image: https://nobusato.jp/hubfs/covers-2026-10/degree-employer-title-screens-cover-en-2026-10.png --- [Nobu Sato](https://nobusato.jp/en?hsLang=en) [Profile](https://nobusato.jp/en/profile?hsLang=en) [Method](https://nobusato.jp/en/blog/method?hsLang=en) [Articles](https://nobusato.jp/en/blog?hsLang=en) [Glossary](https://nobusato.jp/en/blog/glossary?hsLang=en) [Contact](https://nobusato.jp/en/contact?hsLang=en) [日本語](https://nobusato.jp/ja/blog/degree-employer-title-screens)[English](https://nobusato.jp/en/blog/degree-employer-title-screens)[中文](https://nobusato.jp/zh/blog/degree-employer-title-screens) Organizations & Hiring In this article 1. [How well does a degree predict job performance?](https://nobusato.jp/en/blog/degree-employer-title-screens#s1) 2. [What the last employer's name tells you](https://nobusato.jp/en/blog/degree-employer-title-screens#s2) 3. [Why titles are the weakest screen](https://nobusato.jp/en/blog/degree-employer-title-screens#s3) 4. [If they work so poorly, why are they still used?](https://nobusato.jp/en/blog/degree-employer-title-screens#s4) 5. [Write down what each screen was supposed to catch](https://nobusato.jp/en/blog/degree-employer-title-screens#s5) 1. [Home](https://nobusato.jp/en?hsLang=en) 2. [Articles](https://nobusato.jp/en/blog?hsLang=en) 3. [Organizations & Hiring](https://nobusato.jp/en/blog/tag/organizations-hiring) # Degree, Employer, Title: Three Easy Screens, Little Proof Degree, last employer, title [Nobu Sato](https://nobusato.jp/en/profile?hsLang=en)7 min read Contents5 1. [How well does a degree predict job performance?](https://nobusato.jp/en/blog/degree-employer-title-screens#s1) 2. [What the last employer's name tells you](https://nobusato.jp/en/blog/degree-employer-title-screens#s2) 3. [Why titles are the weakest screen](https://nobusato.jp/en/blog/degree-employer-title-screens#s3) 4. [If they work so poorly, why are they still used?](https://nobusato.jp/en/blog/degree-employer-title-screens#s4) 5. [Write down what each screen was supposed to catch](https://nobusato.jp/en/blog/degree-employer-title-screens#s5) The three fastest screens on a resume are the degree, the last employer and the title, and they have the least evidence behind them. Everyone uses them because they take a few seconds and need no phone call, and everyone assumes they are at least roughly right. In the best-known review of hiring research, years of education correlated 0.10 with later job performance. Employer prestige and job title were never tested as predictors at all. In Japan, where the university, the big-company name and the kacho or bucho title seem to me to carry even more weight on paper, that is worth knowing. ## How well does a degree predict job performance? Barely. Frank Schmidt and John Hunter's 1998 review in Psychological Bulletin pulled together 85 years of selection research and ranked the methods. Years of education came in at 0.10, near the bottom of the table. In 2022 Paul Sackett and three colleagues recalculated that table in the Journal of Applied Psychology, arguing that earlier statistical corrections had inflated many of the numbers. After the revision, job knowledge tests stood at 0.40, work sample tests at 0.33 and cognitive ability tests at 0.31. Years of education was not recalculated. It sits in a list headed "excluded for insufficient information." The most widely used screen is also one of the least studied. Years of education predict job performance less than a third as well as a work sample Corrected correlation with job performance (operational validity) by selection method. Top four are revised estimates from Sackett, Zhang, Berry and Lievens (2022). Years of education is the Schmidt and Hunter (1998) figure, not re-estimated in 2022 for lack of data. Bar length is the value times two - Job knowledge test 0.40 - Work sample testdo a piece of the actual job 0.33 - Cognitive ability test 0.31 - Years of job experience0.18 in 1998 0.07 - Years of education1998 figure, never updated 0.10 - Employer prestige, titlenot an item in either meta-analysis No data The easiest screens are either weak or untested. Figure 1. Corrected correlations with job performance: job knowledge tests 0.40, work sample tests 0.33, cognitive ability tests 0.31 and years of job experience 0.07 (Sackett et al., 2022); years of education 0.10 (Schmidt and Hunter, 1998, not re-estimated in 2022 for lack of data). Employer prestige and job title are not tested in either meta-analysis. My reading of what the degree screen does: it removes people from ordinary schools who learned fast once they started working, and it lets through people whose last hard test was an entrance exam. That part is opinion. The 0.10 is the only number I have. Most Japanese companies still set starting pay for graduates by degree level, and the move away from that has only just begun ([Fujitsu stopped setting graduate pay by degree](https://nobusato.jp/en/blog/fujitsu-job-based-new-graduates?hsLang=en)). Why years of experience do so poorly is a separate story, told in [Can't Find the Right Hire? Which Requirement to Relax First](https://nobusato.jp/en/blog/which-requirement-to-relax-first?hsLang=en). ## What the last employer's name tells you It tells you this person once passed that company's hiring bar. It tells you nothing about what they did after they got in. The name does carry information. In 2015 Matthew Bidwell and colleagues published a study in the Strategic Management Journal, based on career survey data from investment banking, with the title "I used to work at Goldman Sachs!" High-status firms were able to hire higher-ability people, and did not have to pay them the full value of that ability early in their careers. People accepted the discount because the name would work as a signal later. So reading the name is reasonable. It proves the entrance. One year, a company with a high bar picked this person. For what came after the entrance I use the [four layers](https://nobusato.jp/en/blog/method-four-layers?hsLang=en). Part of what a large company gives people sits in Equipment: training, tools, finished processes. Part sits in Context: the brand, the budget, customers who were already there, and a finely divided workflow. Where work is finely divided, one person often owns one stretch of a long chain. The project on the resume is real and so is the result. Which stretch was theirs is something you only learn by asking, and I wrote up how to ask in ["It was all me": finding what a candidate really did](https://nobusato.jp/en/blog/it-was-all-me-interview?hsLang=en). Screen on the name and you lose the person who ran a whole thing end to end at a company nobody has heard of. You keep the person who held one stretch on a strong platform. For a new Japan subsidiary that has to build everything itself, I think the first profile is often the better fit, and it is gone before the first interview. ## Why titles are the weakest screen A title is issued by the employer, and issuing one costs nothing. One study put a number on this. Lauren Cohen, Umit Gurun and Bugra Ozel's 2023 NBER working paper is called "Too Many Managers." Under the US Fair Labor Standards Act, salaried employees above a pay threshold who hold managerial roles can be exempted from overtime. Just above that threshold, the authors found an almost five-fold increase in the use of managerial titles. They estimate that firms avoid roughly 13.5% in compensation costs for each of these strategic "managers." Saving overtime is one motive. Keeping someone from leaving is another, and so is giving a client a counterpart of the right rank. None of them has to track how much responsibility the person carried. The gap runs the other way too. A bucho at a 30-person company and a bucho at a 3,000-person company differ in headcount, budget and what they can decide alone, sometimes by several levels. A title only has a fixed meaning inside the company that issued it. That is why I keep grades and titles apart in [Grades Are Not Titles: A Minimum Grade Table for Japan](https://nobusato.jp/en/blog/minimum-grade-system-japan?hsLang=en). ## If they work so poorly, why are they still used? Because they are quick, and because nobody gets blamed when they fail. A resume gets very little time in the first pass. It is only enough to sort, and [the first pass is a sorting exercise](https://nobusato.jp/en/blog/classification-is-destiny?hsLang=en) anyway. Degree, employer and title are boxes that come ready-made. Then there is the screener's own risk, as I see it. Pass someone from a famous school and a famous company who turns out badly, and usually no one comes back to ask why. Pass someone with no labels who turns out badly, and there will be questions. Screening on labels is the safe choice for the screener. Whether it is the safe choice for the company is a different matter. Neither meta-analysis lists "previous employer's prestige" or "job title" as a method. They have never been validated the way tests and interviews have, and they do most of the work in the first pass. ## Write down what each screen was supposed to catch None of this means deleting those lines from the resume. Before the job posting goes out, write down what each requirement was meant to detect, then look for that thing directly. A degree requirement usually stands for learning speed. So look at what the person picked up in the last few years, and how long it took to go from zero to working alone. A big-company requirement stands for high standards and training. So look at the scope the person owned there, and what stays in their hands once the platform is gone. A title requirement stands for responsibility carried. So look at headcount, budget, reporting line and what they could decide without asking. This adds a few minutes per resume and sometimes a phone call. It is slower. I still think it is the cheaper option, because the person a label screen throws out never shows up in any report, and a search that runs three more months does. Sources (as of November 2026) - [Schmidt & Hunter, "The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings," Psychological Bulletin 124(2), 1998](https://doi.org/10.1037/0033-2909.124.2.262) - [Sackett, Zhang, Berry & Lievens, "Revisiting meta-analytic estimates of validity in personnel selection: Addressing systematic overcorrection for restriction of range," Journal of Applied Psychology 107(11), 2022](https://doi.org/10.1037/apl0000994) - [Bidwell, Won, Barbulescu & Mollick, "I used to work at Goldman Sachs! How firms benefit from organizational status in the market for human capital," Strategic Management Journal 36(8), 2015](https://doi.org/10.1002/smj.2272) - [Cohen, Gurun & Ozel, "Too Many Managers: The Strategic Use of Titles to Avoid Overtime Payments," NBER Working Paper 30826, 2023](https://www.nber.org/papers/w30826) --- Author [Nobu Sato](https://nobusato.jp/en/profile?hsLang=en) Launching in Japan, starting with people and systems. I write about building organizations, sales teams and technology organizations in Japan, in English, Japanese and Chinese. [Profile](https://nobusato.jp/en/profile?hsLang=en)[Contact](https://nobusato.jp/en/contact?hsLang=en) ## More in this column 1. 01[How to Score Modesty in Japanese Candidates](https://nobusato.jp/en/blog/scoring-modesty-in-japanese-candidates?hsLang=en)7 min Western samples inflate self-assessments by 0.87 standard deviations; East Asian samples by zero. Scored literally, ... 2. 02[Real Failure or Safe Failure? Reading the Interview Answer](https://nobusato.jp/en/blog/real-failure-or-safe-failure?hsLang=en)8 min Over 90% of student job candidates fake to some degree in interviews. To tell a real failure from a safe one, ask what ... 3. 03[Why a Good Recruiter Sometimes Tells You Not to Move](https://nobusato.jp/en/blog/why-good-recruiters-say-stay?hsLang=en)7 min Recruiters in Japan are paid on the hire, yet good ones sometimes say stay. Refunds, public six-month leaver counts and ... [Column guide: Organizations & Hiring](https://nobusato.jp/en/blog/guide-organizations-and-hiring?hsLang=en) · [Glossary](https://nobusato.jp/en/blog/glossary?hsLang=en) · [The method behind the articles](https://nobusato.jp/en/blog/method?hsLang=en) [← All articles](https://nobusato.jp/en/blog?hsLang=en) ## Writing about launching in Japan, in three languages. [Profile](https://nobusato.jp/en/profile?hsLang=en) [Get in touch](https://nobusato.jp/en/contact?hsLang=en) Nobu Sato Writing about launching in Japan, in three languages. [info@nobusato.jp](mailto:info@nobusato.jp) [Substack](https://nobusato.substack.com)[Newsletter](https://www.linkedin.com/newsletters/the-japan-entry-memo-7519750783555518464/)[Medium](https://medium.com/@nobusato5888)[LinkedIn](https://www.linkedin.com/in/realnobusato/)[X](https://x.com/nobusato5888) [RSS](https://nobusato.jp/en/blog/rss.xml?hsLang=en) [Profile](https://nobusato.jp/en/profile?hsLang=en)[Method](https://nobusato.jp/en/blog/method?hsLang=en)[Articles](https://nobusato.jp/en/blog?hsLang=en)[Glossary](https://nobusato.jp/en/blog/glossary?hsLang=en)[Contact](https://nobusato.jp/en/contact?hsLang=en) Views here are my own and don’t represent any organization I work or have worked for. © 2026 Nobu Sato. 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