Works by Wang, Shirley V.

Results: 82

Advancing Research Transparency and Reproducibility in Pharmacoepidemiology.

Published in:

Pharmacoepidemiology & Drug Safety, 2025, v. 34, n. 2, p. 1, doi. 10.1002/pds.70096

By:

Wang, Shirley V.;
Pottegård, Anton

Publication type:

Article

The Oncology QCARD Initiative: Fostering efficient evaluation of initial real‐world data proposals.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 11, p. 1, doi. 10.1002/pds.5818

By:

Rivera, Donna R.;
Eckert, Joy C.;
Rodriguez‐Watson, Carla;
Lerro, Catherine C.;
Bertagnolli, Monica M.;
Hubbard, Rebecca A.;
Kushi, Lawrence H.;
Lund, Jennifer L.;
Schrag, Deborah;
Wang, Shirley V.;
Wood, William A.;
Lee, Jennifer J.;
Okafor, Cristeen;
Ghauri, Kanwal;
Winckler, Susan C.;
Kluetz, Paul G.

Publication type:

Article

Strengthening Real‐World Evidence on Question Not Answered by Randomized Trials: A Trial Calibration Approach.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 9, p. 1, doi. 10.1002/pds.70008

By:

Kirchgesner, Julien;
Wang, Shirley V.;
Schneeweiss, Sebastian

Publication type:

Article

Sharing Is Caring? International Society for Pharmacoepidemiology Review and Recommendations for Sharing Programming Code.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 9, p. 1, doi. 10.1002/pds.5856

By:

Tazare, John;
Wang, Shirley V.;
Gini, Rosa;
Prieto‐Alhambra, Daniel;
Arlett, Peter;
Morales Leaver, Daniel R.;
Morton, Caroline;
Logie, John;
Popovic, Jennifer;
Donegan, Katherine;
Schneeweiss, Sebastian;
Douglas, Ian;
Schultze, Anna

Publication type:

Article

A Dynamic Prognostic Model for Identifying Vulnerable COVID‐19 Patients at High Risk of Rapid Deterioration.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 8, p. 1, doi. 10.1002/pds.5872

By:

Anand, Priyanka;
D'Andrea, Elvira;
Feldman, William;
Wang, Shirley V.;
Liu, Jun;
Brill, Gregory;
DiCesare, Elyse;
Lin, Kueiyu Joshua

Publication type:

Article

Emulation of randomized trials of direct oral anticoagulants with claims data and implications for new Factor XI inhibitors.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 5, p. 1, doi. 10.1002/pds.5813

By:

Wang, Shirley V.;
Lin, Kueiyu Joshua;
Schneeweiss, Sebastian

Publication type:

Article

An open‐source implementation of tree‐based scan statistics.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 3, p. 1, doi. 10.1002/pds.5765

By:

Russo, Massimiliano;
Wang, Shirley V.

Publication type:

Article

The FAIRification of research in real‐world evidence: A practical introduction to reproducible analytic workflows using Git and R.

Published in:

Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 1, p. 1, doi. 10.1002/pds.5740

By:

Weberpals, Janick;
Wang, Shirley V.

Publication type:

Article

Prospective validation of a dynamic prognostic model for identifying COVID‐19 patients at high risk of rapid deterioration.

Published in:

Pharmacoepidemiology & Drug Safety, 2023, v. 32, n. 5, p. 545, doi. 10.1002/pds.5580

By:

Lin, Kueiyu Joshua;
D'Andrea, Elvira;
Desai, Rishi J.;
Gagne, Joshua J.;
Liu, Jun;
Wang, Shirley V.

Publication type:

Article

HARmonized Protocol Template to Enhance Reproducibility of hypothesis evaluating real‐world evidence studies on treatment effects: A good practices report of a joint ISPE/ISPOR task force.

Published in:

Pharmacoepidemiology & Drug Safety, 2023, v. 32, n. 1, p. 44, doi. 10.1002/pds.5507

By:

Wang, Shirley V.;
Pottegård, Anton;
Crown, William;
Arlett, Peter;
Ashcroft, Darren M.;
Benchimol, Eric I.;
Berger, Marc L.;
Crane, Gracy;
Goettsch, Wim;
Hua, Wei;
Kabadi, Shaum;
Kern, David M.;
Kurz, Xavier;
Langan, Sinead;
Nonaka, Takahiro;
Orsini, Lucinda;
Perez‐Gutthann, Susana;
Pinheiro, Simone;
Pratt, Nicole;
Schneeweiss, Sebastian

Publication type:

Article

Visualizations throughout pharmacoepidemiology study planning, implementation, and reporting.

Published in:

Pharmacoepidemiology & Drug Safety, 2022, v. 31, n. 11, p. 1140, doi. 10.1002/pds.5529

By:

Gatto, Nicolle M.;
Wang, Shirley V.;
Murk, William;
Mattox, Pattra;
Brookhart, M. Alan;
Bate, Andrew;
Schneeweiss, Sebastian;
Rassen, Jeremy A.

Publication type:

Article

Transparency of high‐dimensional propensity score analyses: Guidance for diagnostics and reporting.

Published in:

Pharmacoepidemiology & Drug Safety, 2022, v. 31, n. 4, p. 411, doi. 10.1002/pds.5412

By:

Tazare, John;
Wyss, Richard;
Franklin, Jessica M.;
Smeeth, Liam;
Evans, Stephen J. W.;
Wang, Shirley V.;
Schneeweiss, Sebastian;
Douglas, Ian J.;
Gagne, Joshua J.;
Williamson, Elizabeth J.

Publication type:

Article

Online tool to create publication ready graphical depictions of longitudinal study design implemented in healthcare databases.

Published in:

Pharmacoepidemiology & Drug Safety, 2021, v. 30, n. 7, p. 982, doi. 10.1002/pds.5241

By:

Lund, Lars Christian;
Hallas, Jesper;
Wang, Shirley V.

Publication type:

Article

Control yourself: ISPE‐endorsed guidance in the application of self‐controlled study designs in pharmacoepidemiology.

Published in:

Pharmacoepidemiology & Drug Safety, 2021, v. 30, n. 6, p. 671, doi. 10.1002/pds.5227

By:

Cadarette, Suzanne M.;
Maclure, Malcolm;
Delaney, J. A. Chris;
Whitaker, Heather J.;
Hayes, Kaleen N.;
Wang, Shirley V.;
Tadrous, Mina;
Gagne, Joshua J.;
Consiglio, Giulia P.;
Hallas, Jesper

Publication type:

Article

Transparency in real‐world evidence (RWE) studies to build confidence for decision‐making: Reporting RWE research in diabetes.

Published in:

Diabetes, Obesity & Metabolism, 2020, v. 22, p. 45, doi. 10.1111/dom.13918

By:

Patorno, Elisabetta;
Schneeweiss, Sebastian;
Wang, Shirley V.

Publication type:

Article

Transparency in real‐world evidence (RWE) studies to build confidence for decision‐making: Reporting RWE research in diabetes.

Published in:

Diabetes, Obesity & Metabolism, 2020, v. 22, p. 45, doi. 10.1111/dom.13918

By:

Patorno, Elisabetta;
Schneeweiss, Sebastian;
Wang, Shirley V.

Publication type:

Article

Use of Electronic Health Record Data for Drug Safety Signal Identification: A Scoping Review.

Published in:

Drug Safety, 2023, v. 46, n. 8, p. 725, doi. 10.1007/s40264-023-01325-0

By:

Davis, Sharon E.;
Zabotka, Luke;
Desai, Rishi J.;
Wang, Shirley V.;
Maro, Judith C.;
Coughlin, Kevin;
Hernández-Muñoz, José J.;
Stojanovic, Danijela;
Shah, Nigam H.;
Smith, Joshua C.

Publication type:

Article

Determining Which of Several Simultaneously Administered Vaccines Increase Risk of an Adverse Event.

Published in:

Drug Safety, 2020, v. 43, n. 10, p. 1057, doi. 10.1007/s40264-020-00967-8

By:

Wang, Shirley V.;
Stefanini, Kristina;
Lewis, Edwin;
Newcomer, Sophia R.;
Fireman, Bruce;
Daley, Matthew F.;
Glanz, Jason M.;
Duffy, Jonathan;
Weintraub, Eric;
Kulldorff, Martin

Publication type:

Article

Transparent Reporting on Research Using Unstructured Electronic Health Record Data to Generate 'Real World' Evidence of Comparative Effectiveness and Safety.

Published in:

2019

By:

Wang, Shirley V.;
Patterson, Olga V.;
Gagne, Joshua J.;
Brown, Jeffrey S.;
Ball, Robert;
Jonsson, Pall;
Wright, Adam;
Zhou, Li;
Goettsch, Wim;
Bate, Andrew

Publication type:

journal article

Evaluation of Use of Technologies to Facilitate Medical Chart Review.

Published in:

2019

By:

Straub, Loreen;
Gagne, Joshua J.;
Maro, Judith C.;
Nguyen, Michael D.;
Beaulieu, Nicolas;
Brown, Jeffrey S.;
Kennedy, Adee;
Johnson, Margaret;
Wright, Adam;
Zhou, Li;
Wang, Shirley V.

Publication type:

journal article

Comparative Effectiveness and Safety of Generic Versus Brand-Name Fluticasone–Salmeterol to Treat Chronic Obstructive Pulmonary Disease.

Published in:

Annals of Internal Medicine, 2024, v. 177, n. 1, p. 1, doi. 10.7326/L23-0429

By:

Feldman, William B.;
Kesselheim, Aaron S.;
Avorn, Jerry;
Russo, Massimiliano;
Wang, Shirley V.

Publication type:

Article

Comparative Effectiveness and Safety of Generic Versus Brand-Name Fluticasone–Salmeterol to Treat Chronic Obstructive Pulmonary Disease.

Published in:

Annals of Internal Medicine, 2023, v. 176, n. 8, p. 1047, doi. 10.7326/M23-0615

By:

Feldman, William B.;
Kesselheim, Aaron S.;
Avorn, Jerry;
Russo, Massimiliano;
Wang, Shirley V.

Publication type:

Article

A Benchmark, Expand, and Calibration (BenchExCal) Trial Emulation Approach for Using Real‐World Evidence to Support Indication Expansions: Design and Process for a Planned Empirical Evaluation.

Published in:

Clinical Pharmacology & Therapeutics, 2025, v. 117, n. 6, p. 1820, doi. 10.1002/cpt.3621

By:

Wang, Shirley V.;
Russo, Massimiliano;
Glynn, Robert J.;
Bradley, Marie C.;
He, Jiwei;
Concato, John;
Schneeweiss, Sebastian

Publication type:

Article

External Controls to Study Treatment Effects in Rare Diseases: Challenges and Future Directions.

Published in:

Clinical Pharmacology & Therapeutics, 2024, v. 116, n. 6, p. 1521, doi. 10.1002/cpt.3443

By:

Weberpals, Janick;
Wang, Shirley V.

Publication type:

Article

High‐Dose vs. Standard‐Dose Influenza Vaccine and Cardiopulmonary Hospitalization or Mortality: Emulating the INVESTED Trial Using Insurance Claims Data.

Published in:

Clinical Pharmacology & Therapeutics, 2024, v. 115, n. 1, p. 126, doi. 10.1002/cpt.3080

By:

NajafZadeh, Mehdi;
Shin, HoJin;
Schneeweiss, Sebastian;
Wang, Shirley V.;
Solomon, Scott D.;
Vardeny, Orly;
Patorno, Elisabetta

Publication type:

Article

Comparison of EHR Data‐Completeness in Patients with Different Types of Medical Insurance Coverage in the United States.

Published in:

Clinical Pharmacology & Therapeutics, 2023, v. 114, n. 5, p. 1116, doi. 10.1002/cpt.3027

By:

Anand, Priyanka;
Zhang, Yichi;
Merola, David;
Jin, Yinzhu;
Wang, Shirley V.;
Lii, Joyce;
Liu, Jun;
Lin, Kueiyu Joshua

Publication type:

Article

Predicting Treatment Effects of a New‐to‐Market Drug in Clinical Practice Based on Phase III Randomized Trial Results.

Published in:

Clinical Pharmacology & Therapeutics, 2023, v. 114, n. 4, p. 853, doi. 10.1002/cpt.2983

By:

Shin, HoJin;
Wang, Shirley V.;
Kim, Dae Hyun;
Alt, Ethan;
Mahesri, Mufaddal;
Bessette, Lily G.;
Schneeweiss, Sebastian;
Najafzadeh, Mehdi

Publication type:

Article

The Impact of Longitudinal Data‐Completeness of Electronic Health Record Data on the Prediction Performance of Clinical Risk Scores.

Published in:

Clinical Pharmacology & Therapeutics, 2023, v. 113, n. 6, p. 1359, doi. 10.1002/cpt.2901

By:

Jin, Yinzhu;
Weberpals, Janick G.;
Wang, Shirley V.;
Desai, Rishi J.;
Merola, David;
Lin, Kueiyu Joshua

Publication type:

Article

The Aetion Coalition to Advance Real‐World Evidence through Randomized Controlled Trial Emulation Initiative: Oncology.

Published in:

Clinical Pharmacology & Therapeutics, 2023, v. 113, n. 6, p. 1217, doi. 10.1002/cpt.2800

By:

Merola, David;
Campbell, Ulka;
Gautam, Nileesa;
Rubens, Alexa;
Schneeweiss, Sebastian;
Wang, Shirley V.;
Carrigan, Gillis;
Chia, Victoria;
Ovbiosa, Osayi E.;
Pinheiro, Simone;
Bruno, Amanda;
Jiao, Xiaolong;
Stewart, Mark;
Hendricks‐Sturrup, Rachele;
Rodriguez‐Watson, Carla;
Khosla, Sajan;
Zhang, Yiduo;
Rimawi, Mothaffar;
Huang, Jenny;
Taylor, Aliki

Publication type:

Article

Assessing and Interpreting Real‐World Evidence Studies: Introductory Points for New Reviewers.

Published in:

Clinical Pharmacology & Therapeutics, 2022, v. 111, n. 1, p. 145, doi. 10.1002/cpt.2398

By:

Wang, Shirley V.;
Schneeweiss, Sebastian

Publication type:

Article

Using Healthcare Databases to Refine Understanding of Exploratory Associations Between Drugs and Progression of Open‐Angle Glaucoma.

Published in:

Clinical Pharmacology & Therapeutics, 2019, v. 106, n. 4, p. 874, doi. 10.1002/cpt.1490

By:

Wang, Shirley V.;
Li, Ning;
Rice, Dennis S.;
Grosskreutz, Cynthia L.;
Dryja, Thaddeus P.;
Prasanna, Ganesh;
Lii, Joyce;
Gagne, Joshua J.

Publication type:

Article

Real-World Evidence Prediction of a Phase IV Oncology Trial: Comparative Degarelix vs Leuprolide Safety.

Published in:

JNCI Cancer Spectrum, 2022, v. 6, n. 4, p. 1, doi. 10.1093/jncics/pkac049

By:

Merola, David;
Schneeweiss, Sebastian;
Sreedhara, Sushama K;
Zabotka, Luke E;
Quinto, Kenneth;
Concato, John;
Wang, Shirley V

Publication type:

Article

Note on targeted learning with an undersmoothed Lasso propensity score model for large-scale covariate adjustment in health care database studies.

Published in:

American Journal of Epidemiology, 2025, v. 194, n. 5, p. 1470, doi. 10.1093/aje/kwaf024

By:

Wyss, Richard;
van der Laan, Mark;
Gruber, Susan;
Shi, Xu;
Lee, Hana;
Dutcher, Sarah K;
Nelson, Jennifer C;
Toh, Sengwee;
Russo, Massimiliano;
Wang, Shirley V;
Desai, Rishi J;
Lin, Kueiyu Joshua

Publication type:

Article

Emulating randomized trials by observational database studies: the RCT-DUPLICATE initiative in COPD and asthma.

Published in:

American Journal of Epidemiology, 2025, v. 194, n. 5, p. 1152, doi. 10.1093/aje/kwae319

By:

Suissa, Samy;
Schneeweiss, Sebastian;
Feldman, William B;
Tesfaye, Helen;
Wang, Shirley V

Publication type:

Article

Hierarchical clustering analysis to inform classification of congenital malformations for surveillance of medication safety in pregnancy.

Published in:

American Journal of Epidemiology, 2025, v. 194, n. 5, p. 1436, doi. 10.1093/aje/kwae272

By:

Straub, Loreen;
Wang, Shirley V;
Hernandez-Diaz, Sonia;
Gray, Kathryn J;
Vine, Seanna M;
Russo, Massimiliano;
Mittal, Leena;
Bateman, Brian T;
Zhu, Yanmin;
Huybrechts, Krista F

Publication type:

Article

Building transparency and reproducibility into the practice of pharmacoepidemiology and outcomes research.

Published in:

American Journal of Epidemiology, 2024, v. 193, n. 11, p. 1625, doi. 10.1093/aje/kwae087

By:

Wang, Shirley V;
Pottegård, Anton

Publication type:

Article

Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies.

Published in:

American Journal of Epidemiology, 2024, v. 193, n. 11, p. 1632, doi. 10.1093/aje/kwae023

By:

Wyss, Richard;
van der Laan, Mark;
Gruber, Susan;
Shi, Xu;
Lee, Hana;
Dutcher, Sarah K;
Nelson, Jennifer C;
Toh, Sengwee;
Russo, Massimiliano;
Wang, Shirley V;
Desai, Rishi J;
Lin, Kueiyu Joshua

Publication type:

Article

A General Propensity Score for Signal Identification Using Tree-Based Scan Statistics.

Published in:

American Journal of Epidemiology, 2021, v. 190, n. 7, p. 1424, doi. 10.1093/aje/kwab034

By:

Wang, Shirley V;
Maro, Judith C;
Gagne, Joshua J;
Patorno, Elisabetta;
Kattinakere, Sushama;
Stojanovic, Danijela;
Eworuke, Efe;
Baro, Elande;
Ouellet-Hellstrom, Rita;
Nguyen, Michael;
Ma, Yong;
Dashevsky, Inna;
Cole, David;
DeLuccia, Sandra;
Hansbury, Aaron;
Pestine, Ella;
Kulldorff, Martin

Publication type:

Article

Active Surveillance of the Safety of Medications Used During Pregnancy.

Published in:

American Journal of Epidemiology, 2021, v. 190, n. 6, p. 1159, doi. 10.1093/aje/kwaa288

By:

Huybrechts, Krista F;
Kulldorff, Martin;
Hernández-Díaz, Sonia;
Bateman, Brian T;
Zhu, Yanmin;
Mogun, Helen;
Wang, Shirley V

Publication type:

Article

Active Surveillance of the Safety of Medications Used During Pregnancy.

Published in:

American Journal of Epidemiology, 2021, v. 190, n. 5, p. 1159, doi. 10.1093/aje/kwaa288

By:

Huybrechts, Krista F;
Kulldorff, Martin;
Hernández-Díaz, Sonia;
Bateman, Brian T;
Zhu, Yanmin;
Mogun, Helen;
Wang, Shirley V

Publication type:

Article

Using the Case-Crossover Design to Assess Short-Term Risks of Bleeding and Arterial Thromboembolism After Switching Between Oral Anticoagulants in a Population-Based Cohort of Patients With Atrial Fibrillation.

Published in:

American Journal of Epidemiology, 2020, v. 189, n. 12, p. 1467, doi. 10.1093/aje/kwaa133

By:

Hellfritzsch, Maja;
Wang, Shirley V;
Grove, Erik Lerkevang;
Gagne, Joshua J;
Hallas, Jesper;
Pottegård, Anton

Publication type:

Article

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses.

Published in:

American Journal of Epidemiology, 2018, v. 187, n. 8, p. 1799, doi. 10.1093/aje/kwy049

By:

Wang, Shirley V;
Jin, Yinzhu;
Fireman, Bruce;
Gruber, Susan;
He, Mengdong;
Wyss, Richard;
Shin, HoJin;
Ma, Yong;
Keeton, Stephine;
Karami, Sara

Publication type:

Article

“First-Wave” Bias When Conducting Active Safety Monitoring of Newly Marketed Medications with Outcome-Indexed Self-Controlled Designs.

Published in:

American Journal of Epidemiology, 2014, v. 180, n. 6, p. 636, doi. 10.1093/aje/kwu162

By:

Wang, Shirley V.;
Schneeweiss, Sebastian;
Maclure, Malcolm;
Gagne, Joshua J.

Publication type:

Article

Comparison of Machine Learning Methods With Traditional Models for Use of Administrative Claims With Electronic Medical Records to Predict Heart Failure Outcomes.

Published in:

JAMA Network Open, 2020, v. 3, n. 1, p. e1918962, doi. 10.1001/jamanetworkopen.2019.18962

By:

Desai, Rishi J.;
Wang, Shirley V.;
Vaduganathan, Muthiah;
Evers, Thomas;
Schneeweiss, Sebastian

Publication type:

Article

Efficacy Versus Effectiveness: The HORIZON‐Pivotal Fracture Trial and Its Emulation in Claims Data.

Published in:

Arthritis & Rheumatology, 2025, v. 77, n. 1, p. 12, doi. 10.1002/art.42968

By:

D'Andrea, Elvira;
Schneeweiss, Sebastian;
Franklin, Jessica M.;
Kim, Seoyoung C.;
Glynn, Robert J.;
Lee, Su Been;
Wang, Shirley V.

Publication type:

Article

Identifying signals of interest when screening for drug‐outcome associations in health care data.

Published in:

2018

By:

Pottegård, Anton;
Hallas, Jesper;
Wang, Shirley V.;
Gagne, Joshua J.

Publication type:

Editorial

Reproducibility of real-world evidence studies using clinical practice data to inform regulatory and coverage decisions.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-32310-3

By:

Wang, Shirley V.;
Sreedhara, Sushama Kattinakere;
Schneeweiss, Sebastian;
REPEAT Initiative;
Franklin, Jessica M.;
Gagne, Joshua J.;
Huybrechts, Krista F.;
Patorno, Elisabetta;
Jin, Yinzhu;
Lee, Moa;
Mahesri, Mufaddal;
Pawar, Ajinkya;
Barberio, Julie;
Bessette, Lily G.;
Chin, Kristyn;
Gautam, Nileesa;
Ortiz, Adrian Santiago;
Sears, Ellen;
Stefanini, Kristina;
Zakarian, Mimi

Publication type:

Article

Patient perspectives on evidence supporting drug safety and effectiveness: "What does it mean for me?".

Published in:

Journal of the American Geriatrics Society, 2024, v. 72, n. 9, p. 2874, doi. 10.1111/jgs.19015

By:

Rand, Leah Z. G.;
McGraw, Sarah;
Wang, Junyi;
Woloshin, Steven;
Wang, Shirley V.;
Darrow, Jonathan;
Kesselheim, Aaron S.

Publication type:

Article

Improving transparency to build trust in real‐world secondary data studies for hypothesis testing—Why, what, and how: recommendations and a road map from the real‐world evidence transparency initiative.

Published in:

Pharmacoepidemiology & Drug Safety, 2020, v. 29, n. 11, p. 1504, doi. 10.1002/pds.5079

By:

Orsini, Lucinda S.;
Monz, Brigitta;
Mullins, C. Daniel;
Van Brunt, David;
Daniel, Gregory;
Eichler, Hans‐Georg;
Graff, Jennifer;
Guerino, John;
Berger, Marc;
Lederer, Nirosha M.;
Jonsson, Pall;
Schneeweiss, Sebastian;
Wang, Shirley V.;
Crown, William;
Goettsch, Wim;
Willke, Richard J.

Publication type:

Article

Bias in case‐crossover studies of medications due to persistent use: A simulation study.

Published in:

Pharmacoepidemiology & Drug Safety, 2020, v. 29, n. 9, p. 1079, doi. 10.1002/pds.5031

By:

Bykov, Katsiaryna;
Wang, Shirley V.;
Hallas, Jesper;
Pottegård, Anton;
Maclure, Malcolm;
Gagne, Joshua J.

Publication type:

Article