The serious literature treats names as signals — information other people use under time pressure — not as natal charts.
Audit studies, historical demography and sociolinguistics ask different questions: callbacks, fashion cycles, and how a sound is heard.
Findings
- Bertrand & Mullainathan — Name labels shift callbacks
Identical U.S. résumés with Emily/Greg versus Lakisha/Jamal names received different callback rates — evidence of statistical or taste-based discrimination, not of the names’ “meanings”.
- Stanley Lieberson — Fashion has internal structure
A Matter of Taste showed that first-name popularity often follows endogenous cycles (endings, novelty hunger) rather than one-to-one celebrity copying.
- Fryer & Levitt — Distinctively Black names rose late
U.S. data showed a late-20th-century rise in racially distinctive given names, with implications for how signals are read in markets.
- ONS / SSA demographers — Frequency is public
National statistical offices publish ranks and counts; they document fashion, not recommended destinies.
- Milkman, Akinola, Chugh — Faculty-email names
A field experiment found response gaps by perceived race and gender of senders’ names on academic inquiries.
- Biavaschi, Giulietti, Siddique — Americanisation and earnings
Historical U.S. evidence linked some immigrant name changes to later labour-market outcomes — a cost-benefit story, not a moral rule.
Mechanisms
- Statistical discrimination — Decision-makers use a name as a cheap proxy for group membership when they will not or cannot read the whole file.
- Fluency and memory — Easier-to-pronounce names are often recalled and liked more in lab tasks — a processing effect, not a character forecast.
- Fashion dynamics — Parents avoid last year’s peak and copy nearby sounds, producing waves that look like “eras” in SSA and ONS tables.
- Institutional matching — Databases, visas and school systems fail when strings do not match — practical harm unrelated to etymology.
Debates
- How much is prejudice vs. unfamiliarity? — Callback gaps can mix racism, class inference and simple processing fluency; designs try to separate them, not always cleanly.
- Should people change names to pass? — Some historical migrants gained earnings after Anglicising names; that describes a biased market, not an obligation.
- Do “meaningful” names help children? — Cross-cultural studies find pride and family continuity matter to some parents; they do not show that a dictionary gloss predicts traits.
When a finding is robust, it is usually about other people’s shortcuts — hiring, memory, prejudice — not about a name’s secret power over the bearer.