Construct Validity and Factor Structure of Survey-based Assessment of Cost-related Medication Burden
Construct Validity and Factor Structure of Survey-based Assessment of Cost-related Medication Burden
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DOI:
10.1097/mlr.0000000000000286
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发表时间:
2015-02-01
期刊:
影响因子:
3
通讯作者:
Harrington, Donna
中科院分区:
文献类型:
--
作者:
Burcu, Mehmet;Alexander, G. Caleb;Harrington, Donna
Background: Millions of Americans are burdened by out-of-pocket prescription costs. Although many survey measures have been developed to assess this burden, the construct validity and the factor structure of these instruments have not been rigorously assessed.Objectives: To characterize the factor structure and the construct validity of items assessing cost-related medication burden.Methods: We applied exploratory factor and confirmatory factor analyses to the 2009 Medicare Current Beneficiary Survey, focusing on 10 items assessing cost-related mediation burden among a nationally representative sample of community-dwelling Medicare beneficiaries. The fit of competing models was compared using several indices.Results: The study population (N = 8777) was predominantly aged over 65 years (83.3%), female (54.4%), and white (84.3%). Two distinct factors were present for the medication cost-reduction strategies: (1) cost-related medication nonadherence and (2) drug-shopping behaviors, not directly impacting medication compliance. The two factors were moderately correlated (r = 0.55), highlighting the presence of a 2 distinct but related constructs for cost-related medication burden. An item assessing the use of mail or internet pharmacies did not load well on either factor and may not necessarily measure medication-related cost burden. An item assessing reduced spending on basic needs loaded strongly on the same factor with the cost-related medication nonadherence items, suggesting they together may represent extreme compensatory behaviors that may adversely affect health outcomes.Conclusions: Two distinct constructs were derived from these items examining cost-related medication burden. Although cost-related medication burden is often associated with nonadherence, drug-shopping behaviors that do not directly impact adherence are also important measure of this burden.