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Career & Money

Pay, networks and how opportunity moves through work.

Read: Can a four-day week preserve productivity?

Career & Money · Primary-source evidence review ·

Can a four-day week preserve productivity?

Reporting subsets of self-selected pilots showed no clear revenue loss as hours fell, but productivity was mostly reported rather than measured; the current record supports a testable work redesign, not a universal output guarantee.

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Read: Does mentorship improve early-career outcomes?

Career & Money · Primary-source evidence review ·

Does mentorship improve early-career outcomes?

Sometimes. Randomized trials found gains in new-hire productivity and some STEM outcomes, while a 2026 professional workshop changed belonging but not publications or advancement; results varied across access arrangements, programs and outcomes.

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Read: Do job referrals widen opportunity gaps?

Career & Money · Primary-source evidence review ·

Do job referrals widen opportunity gaps?

A randomized employee program reduced attrition and labor costs, while observational employer data link referred hires to lower recruiting costs; experiments show incentives and referral constraints change who gets put forward, but eventual hiring or promotion gaps remain unresolved.

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Read: Do names still change job callback rates?

Career & Money · Primary-source evidence review ·

Do names still change job callback rates?

Across more than 83,000 U.S. applications, those with distinctively Black names had an employer-contact rate 2.1 percentage points lower than those with distinctively White names; a Finnish replication found uneven change in combined origin signals by 2024.

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Read: Does pay transparency narrow gender pay gaps?

Career & Money · Primary-source evidence review ·

Does pay transparency narrow gender pay gaps?

Sometimes: public disclosure of individual salaries narrowed the gap in Canadian universities and employee-facing pay reports did so in Danish firms; internal reports in Austria and an on-request right in Germany did not.

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Read: Does working from home improve performance?

Career & Money · Primary-source evidence review ·

Does working from home improve performance?

There is no universal effect: field experiments range from an 18% decline to a 13% gain; a hybrid trial left measured performance unchanged, and one coordinated office day a month raised calls per hour in a June 2026 trial.

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