An exploratory instrumental variable analysis of the outcomes of localized breast cancer treatments in a medicare population.
@article{Hadley2003AnEI,
title={An exploratory instrumental variable analysis of the outcomes of localized breast cancer treatments in a medicare population.},
author={Jack Hadley and Daniel E. Polsky and Jeanne S. Mandelblatt and Jean M. Mitchell and Jane C. Weeks and Qin Wang and Yi-Ting Hwang},
journal={Health economics},
year={2003},
volume={12 3},
pages={
171-86
}
}This study is motivated by the potential problem of using observational data to draw inferences about treatment outcomes when experimental data are not available. We compare two statistical approaches, ordinary least-squares (OLS) and instrumental variables (IV) regression analysis, to estimate the outcomes (three-year post-treatment survival) of three treatments for early stage breast cancer in elderly women: mastectomy (MST), breast conserving surgery with radiation therapy (BCSRT), and…
61 Citations
Outcomes following local therapy for early-stage breast cancer in non-trial populations
- MedicineBreast Cancer Research and Treatment
- 2010
Better survival is found for BCS with radiation versus mastectomy among older early-stage breast cancer patients, with no difference in survival for B CS with radiation vs.mastectomy among women representative of those in clinical trials.
Comparative effectiveness of prostate cancer treatments: evaluating statistical adjustments for confounding in observational data.
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Instrumental variable analysis may be a useful technique in comparative effectiveness studies of cancer treatments if an acceptable instrument can be identified and differed from the traditional multivariable and propensity score results but were consistent with findings from the subset of elderly patient with early-stage disease in the trial.
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Overall trends in disease-free survival by treatment are similar regardless of the model, with mastectomy yielding the highest DFS over 8 years of follow-up, followed by BCS with radiotherapy, and then BCS alone.
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The objective is to assess the survival implications associated with mastectomy choice by patient alignment with the RCT populations, and used instrumental variable methods to estimate the relationship between surgery choice and survival for ESBC patients based on variation in local area surgery styles.
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This paper identifies the marginal patients and applies the method of local instrumental variables to estimate the Average Treatment Effect and the Effect on the Treated on 5-year direct costs of breast conserving surgery and radiation therapy compared to mastectomy in breast cancer patients.
Use of instrumental variables in the presence of heterogeneity and self-selection: an application to treatments of breast cancer patients.
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This paper identifies the marginal patients and applies the method of local IVs to estimate the average treatment effect and the effect on the treated on 5-year direct costs of breast-conserving surgery and radiation therapy compared with mastectomy in breast cancer patients.
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