Orchestrating Impartiality¶
Goldin, C., & Rouse, C. (2000). Orchestrating Impartiality: The Impact of 'Blind' Auditions on Female Musicians. American Economic Review, 90(4), 715-741.
Cited by¶
8 citations across 8 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Blinding
- In hiring and admissions, blind review of applications and identity-redacted screening cut the identity channel — the canonical case being the screen that raised the rate at which a previously disadvantaged group was selected.
This sourceCanonical demonstration that a screen concealing candidate identity raised the rate at which women advanced, including re-cutting a covariate leak by having candidates remove their shoes to silence telltale footsteps.
Supported in partVerified against the publisher's abstract
The abstract reports that screened ('blind') orchestra auditions raised the probability a woman would be advanced and hired; it does not test hiring or admissions generally and notes large standard errors in some estimates.
“we find that the screen increases the probability a woman will be advanced and hired”
- In hiring and admissions, blind review of applications and identity-redacted screening cut the identity channel — the canonical case being the screen that raised the rate at which a previously disadvantaged group was selected.
- Keynesian Beauty Contest
- Selective Information Severance
- The experimental discipline of Blinding — sever the treatment-assignment channel to anyone whose expectation could bias the measurement, and break the seal only at analysis by a party who never touched the measurement — transfers directly to any evaluation contaminated by knowledge: a hiring process that strips names and demographics from resumes (blinding the screener to bias-inducing attributes), a peer review that conceals author identity (blinding the reviewer), a wine or product tasting that hides the brand (blinding the judge), and an algorithm-evaluation that withholds the ground-truth labels from the system under test — all are blinding recognized as the genus's bias-control reading in a new substrate.
This sourceShows that concealing a candidate's identity behind a screen (severing identity from the evaluator) reduces bias and raises the probability a woman is advanced and hired — blinding as evaluator-bias control.
Supported in partVerified against the publisher's abstract
Abstract: hiding an audition candidate's identity behind a screen raised the chance a woman was advanced and hired — blinding as bias control in one substrate, not a transfer to any evaluation.
“adoption of “blind” auditions with a “screen” to conceal the candidate's identity from the jury—provides a test for sex-biased hiring. Using data from actual auditions, in an individual fixed-effects framework, we find that the screen increases the probability a woman will be advanced and hired.”
- The experimental discipline of Blinding — sever the treatment-assignment channel to anyone whose expectation could bias the measurement, and break the seal only at analysis by a party who never touched the measurement — transfers directly to any evaluation contaminated by knowledge: a hiring process that strips names and demographics from resumes (blinding the screener to bias-inducing attributes), a peer review that conceals author identity (blinding the reviewer), a wine or product tasting that hides the brand (blinding the judge), and an algorithm-evaluation that withholds the ground-truth labels from the system under test — all are blinding recognized as the genus's bias-control reading in a new substrate.
Domain-specific¶
- Bias Blind Spot
- Goldin and Rouse's study "Orchestrating Impartiality" (2000) documented that adopting blind auditions — placing a screen between the candidate and the jury so players are heard but not seen — substantially raised the proportion of women advancing and being hired
This sourceEstimates, from orchestra audition records, that screened blind auditions raised women's chances of advancing and being hired, while noting that some estimates are imprecise.
SupportedVerified against the source
- Goldin and Rouse's study "Orchestrating Impartiality" (2000) documented that adopting blind auditions — placing a screen between the candidate and the jury so players are heard but not seen — substantially raised the proportion of women advancing and being hired
Mechanisms¶
- Blind or Randomized Review Rule
- A well-connected candidate can no longer trade on a famous teacher, and a committee member can no longer favor a former student, because neither can be identified.
This sourceUses a screen to conceal a candidate's identity from the audition jury.
- A well-connected candidate can no longer trade on a famous teacher, and a committee member can no longer favor a former student, because neither can be identified.
- Blinded or Masked Review
- The well-documented effect of blind auditions — that concealing identity behind a screen changed who advanced — is the canonical demonstration that masking a cue can move outcomes where exhortation could not.
This sourceFinds that audition screens concealing candidates' identities increased women's probability of advancing and being hired.
- The well-documented effect of blind auditions — that concealing identity behind a screen changed who advanced — is the canonical demonstration that masking a cue can move outcomes where exhortation could not.
- Qualified Shortlist Then First Fit
- … keep the speed of first-fit selection while defusing its worst property — that a sufficient-but-systematically-advantaged option wins by mere position; the same principle underlies concealing candidate identity to blunt bias, as in orchestra blind auditions, where screening applicants from view changed who advanced.
This sourceConcealing candidate identity in orchestra auditions reduced evaluators' access to gender cues and changed women's advancement and hiring outcomes.
- … keep the speed of first-fit selection while defusing its worst property — that a sufficient-but-systematically-advantaged option wins by mere position; the same principle underlies concealing candidate identity to blunt bias, as in orchestra blind auditions, where screening applicants from view changed who advanced.
- Work Sample or Audition
- A work sample is the right screen when skill is the attribute and it can be demonstrated in a bounded task — it delivers the most direct, least-inferential evidence of ability any screen offers, and blinding makes it markedly fairer than judgment tangled up with who the candidate is.
This sourceFinds that concealing candidate identity in orchestral auditions fostered impartiality and increased women’s advancement and hiring.
- A work sample is the right screen when skill is the attribute and it can be demonstrated in a bounded task — it delivers the most direct, least-inferential evidence of ability any screen offers, and blinding makes it markedly fairer than judgment tangled up with who the candidate is.
Verification¶
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