Journal of Occupational and Environmental Medicine · 2012 · 50 citations · 24 references
NursingChronic Disease ControlChronic Illness Self-managementDisability ManagementEmployee Health SurveillanceChronic DiseaseChronic Disease Follow-upHeart FailureMedication AdherencePatient AdherenceWorking ConditionsAbsenteeism ReductionAdherence To Chronic Disease TherapiesAdherence To Diabetes MedicationsAdministrative Claims DataAdministrative Claims Data AnalysisHealth Worker AbsenteeismInstrumental Variable AnalysisMedication Adherence Analysis
OBJECTIVE: To estimate the impact of medication adherence on absenteeism and short-term disability among employees with chronic disease. METHODS: Cross-sectional analysis of administrative health care claims, absenteeism, and short-term disability data using multivariate regression and instrumental variable models for five cohorts of employees: diabetes, hypertension, congestive heart failure, dyslipidemia, and asthma/chronic obstructive pulmonary disease. Adherence was defined as possessing medication on at least 80% of days during follow-up. RESULTS: Adherent employees with diabetes, hypertension, dyslipidemia, and asthma/chronic obstructive pulmonary disease realized between 1.7 and 7.1 fewer days absent from work and between 1.1 and 5.0 fewer days on short-term disability. Absenteeism and short-term disability days by adherent employees with congestive heart failure were not significantly different from nonadherent employees with the condition in most specifications. CONCLUSIONS: Appropriate management of chronic conditions can help employers minimize losses due to missed work.
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Instrumental Variables Regression with Weak Instruments
Douglas O. Staiger, James H. Stock · Econometrica · 1997 · 7.3K citations
Specification and testing of some modified count data models
John Mullahy · Journal of Econometrics · 1986 · 1.8K citations