Table 8 Demographics anonymization. We have not included in this table the variables whose values did not require changes.
From: TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers
Variable | Operation | Details |
|---|---|---|
Baseline Part I | ||
age | binned | <30, \(\ge 50\), 5 years bins in between |
country | removed | |
englyrs | binned | [0, 25), [25, 35), \(\ge 35\) years |
educ | coarsened | \(\le \) college merged, college degree kept, \(\ge \) graduate school merged |
jobstat | removed | |
occup | removed | replaced by part II baseline (currentposition) |
occup_TEXT | removed | |
quantsup | coarsened | \( < 5\), \(\ge 5\) people |
size | removed | misunderstood question |
duration | coarsened | |
income | coarsened | \([\$0,\$25{\rm{k}})\) and \([\$25{\rm{k}},\$50{\rm{k}})\) merged |
Baseline Part II | ||
race | coarsened | white/caucasian, asian, n.a., other |
relationship | coarsened | divorced, separated and widowed merged |
pregnant | removed | |
children | binned | \(\ge 3\) merged |
housing | coarsened | shared housing categories merged |
household___5 | removed | |
household___6 | removed | |
currentposition | 2*coarsened | registered nurse, certified nursing assistant, other with patient |
position_other | interaction, other without patient interaction | |
certifications | removed | |
nurseyears | binned | 5 years increment, and \(\ge 15\) years |
hours | binned | \(\le 37.5\) h, \(\ge 40\) h |
overtime | binned | 0 h, \([1{\rm{h}},10{\rm{h}})\), \([10{\rm{h}},20{\rm{h}})\), \([20{\rm{h}},40{\rm{h}})\), \(\ge 40\) h |
commute_type | removed | |
commute_time | coarsened | \( < 15{\prime} \) and \([15{\prime} ,30{\prime} )\) merged, \( > 60{\prime} \) merged |
extrahours | removed | |
student | coarsened | BSN, other (coarsened category), or no |
