Work Styles

Purpose:Provide a mapping of O*NET-SOC codes (occupations) to Work Styles ratings.
Download: Work Styles.xlsx
Structure and Description:
ColumnTypeColumn Content
O*NET-SOC CodeCharacter(10)O*NET-SOC Code (see Occupation Data)
TitleCharacter Varying(150)O*NET-SOC Title (see Occupation Data)
Element IDCharacter Varying(20)Content Model Outline Position (see Content Model Reference)
Element NameCharacter Varying(150)Content Model Element Name (see Content Model Reference)
Scale IDCharacter Varying(3)Scale ID (see Scales Reference)
Scale NameCharacter Varying(50)Scale Name (see Scales Reference)
Data ValueFloat(5,2)Rating associated with the O*NET-SOC occupation

This file contains the Work Styles Impact ratings and Distinctiveness Rank assignments for each O*NET-SOC occupation.

Work Styles ratings are presented as two scales. WI reports the Impact rating of each Work Style on performance of an occupation’s work activities and in relevant work contexts, from -3.00 (very detrimental) to +3.00 (very beneficial). DR reports the “distinctiveness rank” of a Work Style for an occupation, which presents up to 10 beneficial Work Styles which distinguish an occupation from others. A DR rating of 0.00 indicates the Work Style is not part of the ranked list.

The file is displayed in 9 tab delimited fields with the columns named O*NET-SOC Code, Title, Element ID, Element Name, Scale ID, Scale Name, Data Value, Date, and Domain Source. The 9 fields are represented by one row. There are a total of 37,422 rows of data in this file.

For more information, see:

File Structure Changes:
Release NumberDescription of Change
5.0Added as a new file
5.1Columns added for N, Standard Error, Lower CI Bound, Upper CI Bound, and Recommend Suppress
6.0 - 28.1No structure changes
28.2Standard Error, Lower CI Bound, Upper CI Bound expanded from 2 decimal places to 4
28.3 - 30.0No structure changes
30.1Columns removed for N, Standard Error, Lower CI Bound, Upper CI Bound, and Recommend Suppress

Data Example - Work Styles:
O*NET-SOC CodeTitleElement IDElement NameScale IDScale NameData ValueDateDomain Source
29-1141.01Acute Care Nurses1.D.1.aInnovationDRDistinctiveness Rank0.0012/2025AI/Expert
29-1141.01Acute Care Nurses1.D.1.aInnovationWIWork Styles Impact1.1012/2025AI/Expert
29-1141.01Acute Care Nurses1.D.1.bAchievement OrientationDRDistinctiveness Rank0.0012/2025AI/Expert
29-1141.01Acute Care Nurses1.D.1.bAchievement OrientationWIWork Styles Impact1.9812/2025AI/Expert
29-1141.01Acute Care Nurses1.D.1.cIntellectual CuriosityDRDistinctiveness Rank0.0012/2025AI/Expert