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Chinese workers in more unique jobs hold more unique given names (but not more unique surnames) (Study 3). Job-level partial correlations and regression lines are displayed. Error bands indicate 95% CIs. Marginal group means were estimated by the R package emmeans, adjusted for all available demographics.

Chinese workers in more unique jobs hold more unique given names (but not more unique surnames) (Study 3). Job-level partial correlations and regression lines are displayed. Error bands indicate 95% CIs. Marginal group means were estimated by the R package emmeans, adjusted for all available demographics.

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Do personal names relate to career choice and career achievement? If so, how and why? We propose that uniqueness (vs. conformity), a dimension crucial for identity construction, may associate name (personal identity) with career (vocational identity). By testing a broad range of names and jobs, we identified a phenomenon—the name-job uniqueness fit...

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... analysis. First, we estimated marginal group means of name uniqueness for all the 18 job categories, while controlling for demographics. People in more unique jobs had more unique given names but not more unique surnames (Fig. 2). Next, we estimated marginal means of job uniqueness for > 1,000 given-name characters and 477 surnames, respectively, with demographics controlled as covariates. We also computed namelevel partial correlations (rname). People with more unique given names occupied more unique jobs, which was observed for either the 1,185 ...

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