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The predicted measure is then used in place of the self-reported measure in the regression analysis.
To try to deal with the likely endogeneity of job insecurity (and possible bias due to its subjective nature), we examine robustness to using a predicted measure of job insecurity instead.
We then looked at decreased spirometry measures, as defined by a measure being < 80% of the predicted measure.
However the assessment did not included head-to-head assessment of the predicted measure compared to the observed measure, and was conducted in a single patient group.
This might mean that although the predicted measure may detect clinically important change in a patient group, whether this is an over- or under-estimate of the 'real' change that would have been detected by collection of the actual measure can not be assessed.
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Nevertheless, we showed that self-reported BMI reliably predicted measured BMI for this population.
We found that the temporal adjustment approach predicted measured values in the validation well.
The predicted measured incidence 5 years after introducing IPT differed by 5%15%% from the base-case value (Web Figure 19).
In that sample (N = 1131), self-reported BMI reliably predicted measured BMI for individuals aged 20 64 years (r = 0.93).
Age, sex, and height were implicitly adjusted for in spirometry measure models through the use of percent predicted measures (Rachinsky and Tatochenko 1988; Shiryaev 1978).
"We'll figure it out as we have people using the product, but if we have a large enough dataset it potentially could be used as a predict measure.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com