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Chapter 9.
Occupational Safety and Health Statistics
Estimation
Procedures
Weighting
Sample units. By means of a weighting procedure,
sample units are constructed to represent all units in
their size class for a particular industry. The weight is
determined by the inverse of the sampling ratio for the
industry/employment-size class from which the unit was
selected. Because a small proportion of survey forms are
not returned, weights of responding employers in a
sampling cell are adjusted to account for nonrespondents.
The respondents are then shifted into the estimating cell
determined by the reported employment. Data for each unit
are multiplied by the appropriate weight and nonresponse
adjustment factor. The products are then aggregated to
obtain a total for the estimating cell.
Lost worktime cases. Each case involving days
away from work is weighted by the sample unit weight with
which it is associated and the industry benchmark (see below) in which the associated
sample unit resides. In addition, each case is weighted
to adjust for case subsampling and case nonresponse for
those establishments which did not provide information on
all cases with days away from work which occurred in
their establishment in the survey year.
Benchmarking
Because the universe file which provides the sample frame
is not current to the reference year of the survey, it is
necessary to adjust the data before publication to
reflect current employment levels. This procedure is
known as benchmarking. In the annual survey, all
estimates of totals are adjusted by the benchmark factor
at the estimating cell level. The benchmarking procedure
requires a source of accurate employment data which can
be converted into annual average employment figures for
the cell level in which separate estimates are desired.
Because industry/employment-size data are required for
national estimates, benchmark factors are applied to the
size class "blow up" estimates.
Incidence rate calculation
Incidence rates are calculated using the total obtained
through the weighting and benchmarking procedures. The
adjusted estimates for a particular characteristic, for
example injury and illness cases involving days away from
work, are aggregated to the appropriate level of industry
detail. The total is multiplied by 200,000 (the base of
hours worked by 100 full-time employees for 1 year). The
product is then divided by the weighted and benchmarked
estimate of hours worked as reported in the survey for
the industry segment.
The formula for calculating the incidence rate at the
lowest level of industry detail is:
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(Sum of characteristic reported) X 200,000 |
| Incidence rate = |
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Sum of the number of hours worked |
Incidence rates for higher levels of industry detail
are produced using aggregated weighted and benchmarked
totals. Rates may be computed by industry, employment
size, geographic area, extent or outcome of case, and
case characteristic category. Rates for illnesses and
rates for case characteristic categories are published
per 10,000 full-time employees, using 20,000,000 hours
instead of 200,000 hours in the formula shown above.
Rates per 10,000 workers can be converted to rates per
100 workers by moving the decimal point left two places
and rounding the resulting rate to the nearest tenth.
Next: Reliability
of Estimates
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