For instance, the correlation estimates defy the presumption of high positive association between mental and musculoskeletal-system diagnoses. Many of the findings mirror the epidemiological evidence, such as associations of diabetes with chronic renal failure, open wounds of a lower limb, peripheral neuropathies, and blindness/low vision. The resulting correlation estimates provide evidence of strong impairment comorbidity patterns at the initial-claim level. To this end, I fit a high-dimensional Bayesian multivariate probit model with a 10% random sample of 2009 initial claimants (disabled workers, including individuals concurrently applying for Disability Insurance and Supplemental Security Income). Comorbidity in this context is defined as the simultaneous presence of a primary and a secondary medical diagnosis. This paper addresses impairment comorbidity among participants in programs that provide disability benefits.
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