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Trained NIOSH coders used responses to the health care worker question and occupational text entries to assign 2-digit codes for industry sector from the North American Industrial Classification System (5 ) and 2-digit codes for occupational group from the Standard Occupation Classification system (6 ) to the workers.
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The instrument included a question about employment in selected health care occupations and an open text field to record other occupational information.
(In the following text the term occupational groups/cohorts is used for both the occupational cohorts and the cohort of amateur radio operators).
To ensure that similar jobs are not classified as occupational changes we also compared text information on training and jobs.
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.
In the text we will refer to this ordered occupational grouping as a measure of graded socioeconomic status, although we acknowledge that there is no clear socioeconomic status difference between groups 2) and 3).
Maybe the agreement could have been improved if we had provided the experts with brief texts describing the work content of the occupational titles represented in the job groups [ 41].
All members of the selected households were administered a questionnaire, provided in Text S1, including demographic information (age, sex, family size, occupational status, local registration status) as well as distance typically travelled to school or work.
The case with previous occupational exposure to mercury (case 28) was excluded from the regression analyses (see text).
Consequently all studies from all tables, figures or text were extracted when they were used for the analysis of occupational factors.
The person's specific occupational task as dry cleaner or laundry worker at the 1970 census was written in free text on the original census form.
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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