← All authors Laura A. Hatfield University of Illinois Chicago (per OpenAlex) · ORCID · OpenAlex
45 papers in scope · 44 published · 1 on the econ.EM arXiv · 2,235 citations · h-index 19 (over the papers listed here)
Papers (1 of 45)
Nothing to See Here? A Non‐Inferiority Approach to Parallel Trends
published 2026 · Statistics in Medicine · 104 citations
Insurance Dynamics During Childhood in the Fragmented US Health System
published 2025 · JAMA · 9 citations
with Ye Shen, Benjamin D. Sommers, Catherine Hayes, Ankur Pandya, Nicolas A. Menzies
Averaged Prediction Models (APM): Identifying causal effects in controlled pre-post settings with application to gun policy
published 2025 · The Annals of Applied Statistics
with Thomas Leavitt
Time on Your Side: Aggregating Data in Difference‐In‐Differences Studies
published 2025 · Health Services Research
Transporting difference‐in‐differences estimates to assess health equity impacts of payment and delivery models
published 2024 · Health Services Research
with Katherine Ianni, Alyssa Chen, Daniela Rodrigues
Hospital–Skilled Nursing Facility Integration and Participation in a Bundled Payment Initiative
published 2024 · JAMA Network Open
with Jason Buxbaum, François de Brantes, David C. Grabowski, Daniel Koppel, Robert E. Mechanic, Jennifer Perloff, Michael E. Chernew
Markets matter: a simulation study of the bias-variance trade-off in comparison group selection for difference-in-differences analysis
published 2024 · Health Services and Outcomes Research Methodology · 1 citations
Primary Care Physicians In Medicare Advantage Were Less Costly, Provided Similar Quality Versus Regional Average
published 2024 · Health Affairs · 8 citations
with Eran Politzer, Timothy S. Anderson, John Z. Ayanian, Vilsa Curto, John A. Graves, Jeffrey Souza, Alan M. Zaslavsky, Bruce E. Landon
Trickle-Down Medicaid
published 2024 · JAMA
Changes in prenatal care and birth outcomes after federally qualified health center expansion
published 2022 · Health Services Research · 9 citations
with Rebecca A. Gourevitch
Difference‐in‐differences for categorical outcomes
published 2022 · Health Services Research · 15 citations
Birds of a feather flock together: Comparing controlled pre–post designs
published 2021 · Health Services Research · 27 citations
Confounding and regression adjustment in difference‐in‐differences studies
published 2021 · Health Services Research · 152 citations · first circulated 2019
with Bret Zeldow
A conversation with Sherri Rose, winner of the 2020 health policy statistics section mid-career award
published 2020 · Health Services and Outcomes Research Methodology · 1 citations
Savings or Selection? Initial Spending Reductions in the Medicare Shared Savings Program and Considerations for Reform
published 2020 · Milbank Quarterly · 47 citations
with J. Michael McWilliams, Bruce E. Landon, Michael E. Chernew
working paper 2020 · arXiv · 1 citations
Medicaid Expansion Slowed Rates Of Health Decline For Low-Income Adults In Southern States
published 2020 · Health Affairs · 36 citations
with John A. Graves, William J. Blot, Nancy L. Keating, J. Michael McWilliams
Identifying and interpreting subgroups in health care utilization data with count mixture regression models
published 2019 · Statistics in Medicine · 8 citations · first circulated 2018
with Christoph Kurz
Potential Unintended Effects of Medicare’s Bundled Payments for Care Improvement Program
published 2019 · JAMA · 3 citations
Medicare Spending after 3 Years of the Medicare Shared Savings Program
published 2018 · New England Journal of Medicine · 261 citations
with J. Michael McWilliams, Bruce E. Landon, Pasha Hamed, Michael E. Chernew
Matching and Regression to the Mean in Difference‐in‐Differences Analysis
published 2018 · Health Services Research · 260 citations
with Jamie R. Daw
Separable covariance models for health care quality measures across years and topics
published 2018 · Statistics in Medicine · 5 citations
with Alan M. Zaslavsky
Changes In Hospital Utilization Three Years Into Maryland’s Global Budget Program For Rural Hospitals
published 2018 · Health Affairs · 48 citations
with Eric T. Roberts, J. Michael McWilliams, Michael E. Chernew, Nicolae Done, Sule Gerovich, Lauren Gilstrap, Ateev Mehrotra
Changes in Health Care Use Associated With the Introduction of Hospital Global Budgets in Maryland
published 2018 · JAMA Internal Medicine · 66 citations
with Eric T. Roberts, J. Michael McWilliams, Sule Gerovich, Michael E. Chernew, Lauren Gilstrap, Ateev Mehrotra
Offering A Price Transparency Tool Did Not Reduce Overall Spending Among California Public Employees And Retirees
published 2017 · Health Affairs · 84 citations
with Sunita Desai, Andrew L. Hicks, Anna D. Sinaiko, Michael E. Chernew, David Cowling, Santosh Gautam, Sze-jung Wu, Ateev Mehrotra
Medicare Beneficiaries With Advanced Lung Cancer Experience Diverse Patterns Of Care From Diagnosis To Death
published 2017 · Health Affairs · 19 citations
with Megan S. Schuler, Nina R. Joyce, Haiden A. Huskamp, Elizabeth B. Lamont
Women In The United States Experience High Rates Of Coverage ‘Churn’ In Months Before And After Childbirth
published 2017 · Health Affairs · 186 citations
with Jamie R. Daw, Katherine Swartz, Benjamin D. Sommers
Early Impact Of CareFirst’s Patient-Centered Medical Home With Strong Financial Incentives
published 2017 · Health Affairs · 19 citations
with Christopher C. Afendulis, Bruce E. Landon, Jonathan Gruber, Mary Beth Landrum, Robert E. Mechanic, Darren E. Ƶinner, Michael E. Chernew
Regulator Loss Functions and Hierarchical Modeling for Safety Decision Making
published 2017 · Medical Decision Making · 2 citations
with Christine M. Baugh, Vanessa Azzone, Sharon-Lise T. Normand
The Effect of Price Information on the Ordering of Images and Procedures
published 2017 · PEDIATRICS · 10 citations
with Alyna T. Chien, Smitha Ganeshan, Mark A. Schuster, Lisa Soleymani Lehmann, Kate Koplan, Carter R. Petty, Anna D. Sinaiko, Thomas D. Sequist, Meredith B. Rosenthal
Who Uses a Price Transparency Tool? Implications for Increasing Consumer Engagement
published 2017 · 21 citations
with Rebecca A. Gourevitch, Sunita Desai, Andrew L. Hicks, Michael E. Chernew, Ateev Mehrotra
Modeling Health Care Spending Growth of Older Adults
published 2016 · Health Services Research · 16 citations
A Randomized Trial of Displaying Paid Price Information on Imaging Study and Procedure Ordering Rates
published 2016 · Journal of General Internal Medicine · 29 citations
with Alyna T. Chien, Lisa Soleymani Lehmann, Kate Koplan, Carter R. Petty, Anna D. Sinaiko, Meredith B. Rosenthal, Thomas D. Sequist
Combining patient preferences with expected treatment outcomes to inform decision-making
published 2016 · Health Services and Outcomes Research Methodology · 2 citations
with Megan S. Schuler
Implications of Variation in the Relationships between Beneficiary Characteristics and Medicare Advantage CAHPS Measures
published 2016 · Health Services Research · 9 citations
with Alan M. Zaslavsky
Association Between Availability of a Price Transparency Tool and Outpatient Spending
published 2016 · JAMA · 140 citations
with Sunita Desai, Andrew L. Hicks, Michael E. Chernew, Ateev Mehrotra
Handling incomplete correlated continuous and binary outcomes in meta‐analysis of individual participant data
published 2016 · Statistics in Medicine · 4 citations
with Manuel Gomes, Sharon-Lise T. Normand
Early Performance of Accountable Care Organizations in Medicare
published 2016 · New England Journal of Medicine · 400 citations
with J. Michael McWilliams, Michael E. Chernew, Bruce E. Landon, Aaron L. Schwartz
Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging
published 2014 · Journal of the American Statistical Association · 120 citations · first circulated 2013
with Dimitris Rizopoulos, Bradley P. Carlin, Johanna J.M. Takkenberg
Joint models: when are treatment estimates improved?
published 2014 · Statistics and Its Interface · 9 citations
with James S. Hodges, Bradley P. Carlin
Clinically relevant graphical predictions from Bayesian joint longitudinal-survival models
published 2012 · Health Services and Outcomes Research Methodology · 3 citations
with Bradley P. Carlin
Multilevel Bayesian Models for Survival Times and Longitudinal Patient-Reported Outcomes With Many Zeros
published 2012 · Journal of the American Statistical Association · 50 citations
with Mark E. Boye, Michelle D. Hackshaw, Bradley P. Carlin
Joint Modeling of Multiple Longitudinal Patient-Reported Outcomes and Survival
published 2011 · Journal of Biopharmaceutical Statistics · 45 citations
with Mark E. Boye, Bradley P. Carlin
Multilevel Empirical Bayes Modeling for Improved Estimation of Toxicant Formulations to Suppress Parasitic Sea Lamprey in the Upper Great Lakes
published 2011 · Biometrics
with Steve Gutreuter, Michael A. Boogaard, Bradley P. Carlin
Spatiotemporal and spatial threshold models for relating UV exposures and skin cancer in the central United States
published 2008 · Computational Statistics & Data Analysis · 6 citations
with Richard W. Hoffbeck, Bruce H. Alexander, Bradley P. Carlin
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