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Respondents who are unable to identify their occupation are instructed to choose an occupational title that comes close to theirs.
Since language is a vehicle for transporting gender cues and gender norms, we tested the premise that children's perceptions of stereotypically male jobs can be influenced by the linguistic form used to present an occupational title.
Results: Participants (N=1173) were categorized into 1 of 3 groups, depending on preinjury occupational title: high decision making (n=170), service related (n=622), or manual labor (n=381).
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The covariates obtained from the employers' administrative records were age, sex and occupational title.
Whereas in previous contact studies, only the occupational title was known, more detail was available here.
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Since infections often are reported with misclassification we base our analyses on occupational titles using high risk occupations as an instrumental variable for exposure.
Respondents self-identify their occupation from a database of 1,700 occupational titles, which is sufficiently large for the vast majority of respondents, through text string matching and through a search tree.
The 133 different identified occupational titles were clustered into 13 occupations based on job analysis at the work places.
A Norwegian standard for classification of occupations was used to group self-reported occupational titles into either blue-collar or white-collar work.
Occupational class was formed from the 133 different occupational titles identified by clustering them into 13 occupations based on job analysis at the participants' workplaces [ 24].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com