@article{ref1,
title="Association of hospitalization with first-line antidepressant polypharmacy among veterans of Iraq and Afghanistan with post-traumatic stress disorder: examining the influence of methodological approaches",
journal="Military medicine",
year="2016",
author="Stock, Eileen M. and Copeland, Laurel A. and Tsan, Jack Y. and Zeber, John E. and Veronin, Michael A. and Thompson, Alexander W.",
volume="181",
number="10",
pages="1248-1257",
abstract="OBJECTIVE: To compare the influence of various statistical analysis approaches while assessing the marginal effect of polypharmacy (prescription of multiple psychotropics including a first-line antidepressant) on all-cause hospital admission among veterans diagnosed with post-traumatic stress disorder. <br><br>METHODS: Data were obtained on 398 Iraq/Afghanistan veterans being followed in a southwestern U.S. health care system from October 2005 through September 2009, diagnosed with post-traumatic stress disorder and receiving first-line antidepressants (serotonin selective or serotonin norepinephrine reuptake inhibitors). High-dimensional propensity score (hd-PS) approaches were considered, examining both covariate adjustment per PS deciles and propensity weighting, with results compared to those of standard multivariable logistic regression. <br><br>RESULTS: Veterans prescribed polypharmacy did not appear to have increased odds of admission in either the decile-adjusted hd-PS model (odds ratio [OR] = 2.1; 95% confidence interval [CI]: 0.9-4.9, not significant [ns]) or traditional covariate-adjusted logistic model (OR = 2.1; 0.9-5.0, ns). Inverse probability of treatment (OR = 2.1; 1.3-3.3) and standardized-morbidity-ratio-weighted (OR = 2.2; 1.3-3.6) hd-PS models estimated similar odds of admission with narrower CIs. <br><br>CONCLUSIONS: Future research should incorporate alternate analytical methods for observational data and investigate their respective biases relative to clinician treatment decision-making. For several analytical approaches, greater risk of admission among patients prescribed antidepressant-related polypharmacy was observed despite recommended guidelines, suggesting the need to investigate why clinicians may deviate from guidelines.<br><br>Reprint & Copyright © 2016 Association of Military Surgeons of the U.S.<p /> <p>Language: en</p>",
language="en",
issn="0026-4075",
doi="10.7205/MILMED-D-15-00327",
url="http://dx.doi.org/10.7205/MILMED-D-15-00327"
}