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Fig 1.

Subjective happiness in the United States.

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Fig 2.

Glassdoor reviewer mentions of bureaucracy and company ratings, 2008–2023.

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Fig 3.

Joint distribution of overall rating for reviews mentioning comparison factors.

Note: Cell shading corresponds to joint density, cell percentages of the table.

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Fig 4.

Distribution of overall company rating by rating of compensation and benefits and by mention of bureaucracy.

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Table 1.

Bureaucracy mentions and overall rating of employer.

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Table 1 Expand

Table 2.

Instrumental variable results: Bureaucracy mentions and overall rating of employer.

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Table 2 Expand