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Quick answers
Why do names matter if they are “just labels”?
Labels are how institutions and strangers find you. A name is a retrieval key for records, introductions and memory — social technology, not magic.
Did a résumé study really show name bias?
Yes. Bertrand and Mullainathan’s 2003 NBER paper (AER 2004) found U.S. callbacks differed for identical résumés labelled Emily/Greg versus Lakisha/Jamal.
Do names determine character?
No. Etymology and character charts are historical or folk systems. They describe culture; they do not predict a life.
Is a unique name always better?
Uniqueness can aid recall and also increase mispronunciation, teasing or form friction. Lieberson treated popularity as taste cycles, not virtue.
Why do governments care what you are called?
Civil registration, inheritance, taxation and travel documents need a stable identifier. That is administration, not aesthetics.
Are baby-name charts destiny maps?
Official files such as SSA, ONS and Statistics Korea count registrations. They are frequency data, not advice about who a child will become.
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.