Beth Ann Griffin

4.8k total citations · 1 hit paper
121 papers, 3.3k citations indexed

About

Beth Ann Griffin is a scholar working on Statistics and Probability, Epidemiology and General Health Professions. According to data from OpenAlex, Beth Ann Griffin has authored 121 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Statistics and Probability, 29 papers in Epidemiology and 26 papers in General Health Professions. Recurrent topics in Beth Ann Griffin's work include Advanced Causal Inference Techniques (34 papers), Substance Abuse Treatment and Outcomes (26 papers) and Health Systems, Economic Evaluations, Quality of Life (15 papers). Beth Ann Griffin is often cited by papers focused on Advanced Causal Inference Techniques (34 papers), Substance Abuse Treatment and Outcomes (26 papers) and Health Systems, Economic Evaluations, Quality of Life (15 papers). Beth Ann Griffin collaborates with scholars based in United States, United Kingdom and Norway. Beth Ann Griffin's co-authors include Daniel F. McCaffrey, Rajeev Ramchand, Lane F. Burgette, Daniel Almirall, Mary E. Slaughter, Craig Evan Pollack, Julia Lynch, Regina A. Shih, Andrew R. Morral and Greg Ridgeway and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Circulation and SHILAP Revista de lepidopterología.

In The Last Decade

Beth Ann Griffin

110 papers receiving 3.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

2013 1.0k citations Daniel F. McCaffrey, Beth Ann Griffin et al. Statistics in Medicine profile →

Peers

Beth Ann Griffin

GHP

EPIDE

HEALT

PHEOH

Mary E. Slaughter United States

Whitney R. Robinson United States

Claude Messan Setodji United States

John Van Hoewyk United States

Rajeev Ramchand United States

Daniel Hind United Kingdom

Nancy L. Fleischer United States

Matt Vassar United States

James B. Kirby United States

Tim A. Bruckner United States

Mary E. Slaughter United States

Beth Ann Griffin

478 ×0.8

GHP

276 ×0.6

EPIDE

235 ×0.6

HEALT

321 ×0.8

PHEOH

244 ×0.6

Citations per year, relative to Beth Ann Griffin Beth Ann Griffin (= 1×) peers Mary E. Slaughter

Countries citing papers authored by Beth Ann Griffin

Since Specialization

Citations

This map shows the geographic impact of Beth Ann Griffin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Beth Ann Griffin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Beth Ann Griffin more than expected).

Fields of papers citing papers by Beth Ann Griffin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Beth Ann Griffin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Beth Ann Griffin. The network helps show where Beth Ann Griffin may publish in the future.

Co-authorship network of co-authors of Beth Ann Griffin

This figure shows the co-authorship network connecting the top 25 collaborators of Beth Ann Griffin. A scholar is included among the top collaborators of Beth Ann Griffin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Beth Ann Griffin. Beth Ann Griffin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Watkins, Katherine E., Colleen McCullough, Beth Ann Griffin, et al.. (2025). Association between housing status and mental health and substance use severity among individuals with opioid use disorder and co-occurring depression and/or PTSD. BMC Primary Care. 26(1). 250–250.

Stone, Elizabeth M., Megan S. Schuler, Elizabeth A. Stuart, et al.. (2025). Choosing an analytic approach: key study design considerations in state policy evaluation. Health Services and Outcomes Research Methodology. 26(1). 3–25.

Grant, Sean, et al.. (2025). Using GPT‐4 for Title and Abstract Screening in a Literature Review of Public Policies: A Feasibility Study. PubMed. 3(3). e70031–e70031.

Schell, Terry L., Rosanna Smart, Matthew Cefalu, Beth Ann Griffin, & Andrew R. Morral. (2024). State Policies Regulating Firearms and Changes in Firearm Mortality. JAMA Network Open. 7(7). e2422948–e2422948. 3 indexed citations

Osilla, Karen Chan, et al.. (2023). Design of CLARO+ (Collaboration Leading to Addiction Treatment and Recovery from Other Stresses, Plus): A randomized trial of collaborative care to decrease overdose and suicide risk among patients with co-occurring disorders. Contemporary Clinical Trials. 132. 107294–107294.

Powell, David, et al.. (2023). Estimating Policy Effects using Lagged Outcome Values to Impute Counterfactuals. SSRN Electronic Journal. 1 indexed citations

Ayer, Lynsay, Joseph Pane, Mark D. Godley, et al.. (2022). Comparative effectiveness of individual versus family-based substance use treatment on adolescent self-injurious thoughts and behaviors. Journal of Substance Abuse Treatment. 139. 108782–108782. 1 indexed citations

Griffin, Beth Ann, Megan S. Schuler, Joseph Pane, et al.. (2022). Methodological considerations for estimating policy effects in the context of co-occurring policies. Health Services and Outcomes Research Methodology. 23(2). 149–165. 8 indexed citations

Seeberger, Lauren, et al.. (2022). Assessing the state of care for Huntington disease in the United States: Results from a survey of practices treating Huntington disease patients. Clinical Parkinsonism & Related Disorders. 7. 100165–100165.

10.

Griffin, Beth Ann, et al.. (2021). Buprenorphine prescriber monthly patient caseloads: An examination of 6-year trajectories. Drug and Alcohol Dependence. 228. 109089–109089. 12 indexed citations

11.

Schuler, Megan S., Sara E. Heins, Rosanna Smart, et al.. (2020). The state of the science in opioid policy research. Drug and Alcohol Dependence. 214. 108137–108137. 40 indexed citations

12.

Agniel, Denis, Daniel Almirall, Q Burkhart, et al.. (2020). Identifying optimal level-of-care placement decisions for adolescent substance use treatment. Drug and Alcohol Dependence. 212. 107991–107991. 6 indexed citations

13.

Schuler, Megan S., Beth Ann Griffin, Magdalena Cerdá, Emma E. McGinty, & Elizabeth A. Stuart. (2020). Methodological challenges and proposed solutions for evaluating opioid policy effectiveness. Health Services and Outcomes Research Methodology. 21(1). 21–41. 28 indexed citations

14.

Derose, Kathryn Pitkin, Malcolm Williams, Karen R. Flórez, et al.. (2018). Eat, Pray, Move: A Pilot Cluster Randomized Controlled Trial of a Multilevel Church-Based Intervention to Address Obesity Among African Americans and Latinos. American Journal of Health Promotion. 33(4). 586–596. 32 indexed citations

15.

Griffin, Beth Ann, Daniel F. McCaffrey, Daniel Almirall, Lane F. Burgette, & Claude Messan Setodji. (2017). Chasing Balance and Other Recommendations for Improving Nonparametric Propensity Score Models. SHILAP Revista de lepidopterología. 5(2). 22 indexed citations

16.

McCaffrey, Daniel F., Beth Ann Griffin, Daniel Almirall, et al.. (2013). A tutorial on propensity score estimation for multiple treatments using generalized boosted models. Statistics in Medicine. 32(19). 3388–3414. 1014 indexed citations breakdown →

17.

Pollack, Craig Evan, Mary E. Slaughter, Beth Ann Griffin, Tamara Dubowitz, & Chloe E. Bird. (2012). Neighborhood socioeconomic status and coronary heart disease risk prediction in a nationally representative sample. Public Health. 126(10). 827–835. 24 indexed citations

18.

Griffin, Beth Ann, Daniel F. McCaffrey, Rajeev Ramchand, Sarah B. Hunter, & Marika Booth. (2012). Assessing the sensitivity of treatment effect estimates to differential follow-up rates: implications for translational research. Health Services and Outcomes Research Methodology. 12(2-3). 84–103. 7 indexed citations

19.

Ramchand, Rajeev, Beth Ann Griffin, Marika J Suttorp, Katherine M. Harris, & Andrew R. Morral. (2011). Using a Cross-Study Design to Assess the Efficacy of Motivational Enhancement Therapy–Cognitive Behavioral Therapy 5 (MET/CBT5) in Treating Adolescents with Cannabis-Related Disorders. Journal of Studies on Alcohol and Drugs. 72(3). 380–389. 20 indexed citations

20.

Lara-Cinisomo, Sandraluz, Beth Ann Griffin, & Lindsay Daugherty. (2009). Disparities in Detection and Treatment History Among Mothers With Major Depression in Los Angeles. Women s Health Issues. 19(4). 232–242. 24 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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