Search Results - "Mozer, Reagan"

Combining Human and Automated Scoring Methods in Experimental Assessments of Writing: A Case Study Tutorial by Mozer, Reagan, Miratrix, Luke, Relyea, Jackie Eunjung, Kim, James S.

“…In a randomized trial that collects text as an outcome, traditional approaches for assessing treatment impact require that each document first be manually…”
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Methods for assessing and controlling placebo effects by Kessels, Rob, Mozer, Reagan, Bloemers, Jos

“…The placebo serves as an indispensable control in many randomized trials. When analyzing the benefit of a new treatment, researchers are often confronted with…”
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Co-designing a blueprint for spreading person-centered, Whole Health care to HIV specialty care settings: a mixed methods protocol by Rupcic, Sonia, Tam, Ming Z, DeLaughter, Kathryn L, Gifford, Allen L, Barker, Anna M, Bokhour, Barbara G, Xu, Chris, Dryden, Eileen, Anderson, Ekaterina, Jasuja, Guneet K, Boudreau, Jacqueline, Douglas, Jamie H, Hyde, Justeen, Mozer, Reagan, Zeliadt, Steven B, Fix, Gemmae M

“…Since 2013, the Veterans Health Administration (VHA) has advanced a person-centered, Whole Health (WH) System of Care, a shift from a disease-oriented system…”
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‘It Makes You Sit Back and Think Where You Wanna Go’: Veteran experiences in virtual whole health peer‐led groups by Anderson, Ekaterina, Dvorin, Kelly, Etingen, Bella, Barker, Anna M., Rai, Zenith, Herbst, Abigail N., Mozer, Reagan, Kingston, Rodger P., Bokhour, Barbara G.

“…Background The Veterans Health Administration (VHA) is building a Whole Health system of care that aspires to empower and equip each Veteran to pursue a…”
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Lessons Learned From VHA’s Rapid Implementation of Virtual Whole Health Peer-Led Groups During the COVID-19 Pandemic: Staff Perspectives by Anderson, Ekaterina, Dvorin, Kelly, Etingen, Bella, Barker, Anna M., Rai, Zenith, Herbst, Abigail, Mozer, Reagan, Kingston, Rodger P., Bokhour, Barbara

“…Background Committed to implementing a person-centered, holistic (Whole Health) system of care, the Veterans Health Administration (VHA) developed a peer-led,…”
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Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality by Mozer, Reagan, Miratrix, Luke, Kaufman, Aaron Russell, Jason Anastasopoulos, L.

“…Matching for causal inference is a well-studied problem, but standard methods fail when the units to match are text documents: the high-dimensional and rich…”
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Bayesian analysis of longitudinal studies with treatment by indication by Mozer, Reagan, Glickman, Mark E.

“…In a medical setting, observational studies commonly involve patients who initiate a particular treatment (e.g., medication therapy) and others who do not, and…”
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The Effects of Comparable-Case Guidance on Awards for Pain and Suffering and Punitive Damages: Evidence from a Randomized Controlled Trial by Bavli, Hillel J., Mozer, Reagan

“…Damage awards for pain and suffering and punitive damages are notoriously unpredictable. Courts provide minimal, if any, guidance to jurors determining these a…”
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Using natural language processing to improve suicide classification requires consideration of race by Rahman, Nusrat, Mozer, Reagan, McHugh, R. Kathryn, Rockett, Ian R. H., Chow, Clifton M., Vaughan, Gregory

“…Objectives To improve the accuracy of classification of deaths of undetermined intent and to examine racial differences in misclassification. Methods We used…”
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New Directions for Causal Inference with Complex Data in Health Care, Social Science, and Beyond by Mozer, Reagan

“…With the rise of the online marketplace and the digitization of data from administrative databases and electronic health records, we now have access to more…”
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More power to you: Using machine learning to augment human coding for more efficient inference in text-based randomized trials by Mozer, Reagan, Miratrix, Luke

“…For randomized trials that use text as an outcome, traditional approaches for assessing treatment impact require that each document first be manually coded for…”
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Leveraging text data for causal inference using electronic health records by Mozer, Reagan, Kaufman, Aaron R, Celi, Leo A, Miratrix, Luke

“…In studies that rely on data from electronic health records (EHRs), unstructured text data such as clinical progress notes offer a rich source of information…”
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Bayesian analysis of longitudinal studies with treatment by indication by Mozer, Reagan, Glickman, Mark E

“…It is often of interest in observational studies to measure the causal effect of a treatment on time-to-event outcomes. In a medical setting, observational…”
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Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality by Mozer, Reagan, Miratrix, Luke, Kaufman, Aaron Russell, Anastasopoulos, L. Jason

“…Matching for causal inference is a well-studied problem, but standard methods fail when the units to match are text documents: the high-dimensional and rich…”
Get full text