Review of Recent Methodological Developments in Group-Randomized Trials: Part 2—Analysis

Cited by (194)

Items 101–194 of 194

1. Leveraging baseline covariates to analyze small cluster‐randomized trials with a rare binary outcome
   Yaqian Zhu, Nandita Mitra, Karla Hemming, Michael Oscar Harhay, Fan Li · 2023 · Biometrical Journal
2. Sample size considerations for stratified cluster randomization design with binary outcomes and varying cluster size
   Xiaohan Xu, Hong Zhu, Chul Woo Ahn · 2019 · Statistics in Medicine
3. Comparing Occupational Adaptation-Based and Traditional Training Programs for Dementia Care Teams: An Embedded Mixed-Methods Study
   M. Heather McKay, Noralyn Davel Pickens, Ann Medley, David Cooper, Cynthia Lee Evetts · 2020 · The Gerontologist
4. Association between ambulance use and hospitalization costs among heart failure patients
   Hiroki Yasui, Nobuaki Michihata, Hiroki Matsui, Kiyohide Fushimi, Satoru Iwase, Kazuhiro Yoshiuchi, Yasushi Sakata, Hideo Yasunaga · 2021 · Heart and Vessels
5. Couples-based interventions and postpartum contraceptive uptake: a systematic review
   Sack, Daniel E., Peetluk, Lauren S., Audet, Carolyn M. · 2022 · Contraception
6. power swgee: GEE-based power calculations in stepped wedge cluster randomized trials
   John A. Gallis, Xueqi Wang, Paul J. Rathouz, John S. Preisser, Fan Li, Elizabeth Louise Turner · 2022 · The Stata Journal Promoting communications on statistics and Stata
7. A Bayesian Approach for Estimating the Survivor Average Causal Effect When Outcomes Are Truncated by Death in Cluster-Randomized Trials
   Guangyu Tong, Fan Li, Xinyuan Chen, Shashivadan P. Hirani, Stanton Peter Newman, Wei Wang, Michael Oscar Harhay · 2023 · American Journal of Epidemiology
8. Power analysis for cluster randomized trials with multiple binary co‐primary endpoints
   Dateng Li, Jing Cao, Song Zhang · 2019 · Biometrics
9. Accounting for Context in Randomized Trials after Assignment
   C. H. Brown, D. Hedeker, R. Gibbons, Nai-Hua Duan, D. Almirall, Carlos G. Gallo, Inger E. Burnett-Zeigler, Guillermo Prado, Sean D. Young, Alberto Valido et al. · 2022 · Prevention Science
10. The performance of small sample correction methods for controlling type I error when analyzing parallel cluster randomized trials: a systematic review of simulation studies
    Karla Hemming, Jennifer A Thompson, Caroline Kristunas, A. Forbes, Sam Watson, Rhys Alistair Bowden, Joanne E. McKenzie, Jessica Kasza · 2025 · Journal of Clinical Epidemiology
11. Covariate adjustment in cluster randomised trials: a practical guide
    Karla Hemming, Jack J. Hall, Andrew J Copas, Sam Watson, Monica Taljaard, Richard Hooper · 2025 · BMJ
12. Accounting for expected attrition in the planning of cluster randomized trials for assessing treatment effect heterogeneity
    Jiaqi Tong, Fan Li, Michael Oscar Harhay, Guangyu Tong · 2023 · BMC Medical Research Methodology
13. Maximin optimal cluster randomized designs for assessing treatment effect heterogeneity
    Mary M. Ryan, Denise Ann Esserman, Fan Li · 2023 · Statistics in Medicine
14. A mixed model approach to estimate the survivor average causal effect in cluster‐randomized trials
    Wei Wang, Guangyu Tong, Shashivadan P. Hirani, Stanton Peter Newman, Scott D. Halpern, Dylan S. Small, Fan Li, Michael Oscar Harhay · 2023 · Statistics in Medicine
15. Outcomes of Team-Centered, Occupational Adaptation-Based Versus Traditional Dementia Workforce Training
    M. Heather McKay, Noralyn Davel Pickens, Ann Medley, Cynthia Lee Evetts · 2021 · Canadian Journal of Occupational Therapy
16. Simulating time-to-event data subject to competing risks and clustering: A review and synthesis
    Can Meng, Denise Ann Esserman, Fan Li, Yize Zhao, Ondřej Bláha, Wenhan Lu, Yuxuan Wang, Peter N. Peduzzi, Erich J. Greene · 2022 · Statistical Methods in Medical Research
17. Re-analysis of data from cluster randomised trials to explore the impact of model choice on estimates of odds ratios: study protocol
    Karla Hemming, Jacqueline Thompson, Monica Taljaard, Samuel I. Watson, Jessica Kasza, Jennifer A Thompson, Brennan C Kahan, Andrew J Copas · 2024 · Trials
18. Pragmatic Randomized Trials Using Claims or Electronic Health Record Data
    Frank W. Rockhold, Benjamin Alan Goldstein · 2020 · Springer eBooks
19. Sample size considerations for matched-pair cluster randomization design with incomplete observations of continuous outcomes
    Xiaohan Xu, Hong Zhu, Chul Woo Ahn · 2021 · Contemporary Clinical Trials
20. Effect sizes and intra-cluster correlation coefficients measured from the Green Dot High School study for guiding sample size calculations when designing future violence prevention cluster randomized trials in school settings
    Tofial Azam, Heather Bush, Ann L. Coker, Philip M. Westgate · 2021 · Contemporary Clinical Trials Communications
21. Comparative Methods for the Analysis of Cluster Randomized Trials
    Alejandra Benitez, Maya L. Petersen, Mark J. van der Laan, Nicole Santos, Elizabeth A. Butrick, Dilys M Walker, Rakesh Ghosh, Phelgona Apondi Otieno, Peter Waiswa, Laura B. Balzer · 2021 · arXiv (Cornell University)
22. Competing risks regression for clustered survival data via the marginal additive subdistribution hazards model
    Xinyuan Chen, Denise Ann Esserman, Fan Li · 2023 · Statistica Neerlandica
23. Sample size requirements for testing treatment effect heterogeneity in cluster randomized trials with binary outcomes
    Lara Maleyeff, Rui Wang, Sebastien Haneuse, Fan Li · 2023 · Statistics in Medicine
24. Sample size and power calculation for testing treatment effect heterogeneity in cluster randomized crossover designs
    Xueqi Wang, Xinyuan Chen, Keith S. Goldfeld, Monica Taljaard, Fan Li · 2024 · Statistical Methods in Medical Research
25. Effectiveness of group-based multicomponent psychoeducational intervention on anxiety, depressive symptoms, quality of life, and coping among caregivers of children with cancer: A randomised controlled trial
    Lophina Sitima Phiri, Ho William Cheung Li, Patrick Phiri, Kai Chow Choi, Watipaso Wanda‐Kalizang'oma, Grace Nkhandwe · 2025 · International Journal of Nursing Studies
26. EffSET: a Self-Evaluation Tool to Assess the Effectiveness of Education for Sustainable Development
    Elisabetta Venezia, Fabio Pizzutilo · 2022 · European Journal of Sustainable Development
27. A Hybrid Pragmatic and Factorial Cluster Randomized Controlled Trial for an Anti-racist, Multilevel Intervention to Improve Mental Health Equity in High Schools
    Marta I. Mulawa, Sharron L. Docherty, Donald E. Bailey, Rosa Maria Gonzalez-Guarda, Isaac M. Lipkus, Schenita Davis Randolph, Qing Yang, Wei Pan · 2024 · Prevention Science
28. Review of the quality of reporting of statistical analysis plans for cluster randomized trials
    Jacqueline Thompson, Julia F Shaw, Sam Watson, Yixin Wang, Clare Robinson, Monica Taljaard, Karla Hemming · 2025 · Journal of Clinical Epidemiology
29. Cluster-randomized crossover trial of chlorhexidine–alcohol versus iodine–alcohol for prevention of surgical-site infection (SKINFECT trial)
    Serge Aho, Pablo Ortega‐Deballon, Adrien Guilloteau, Olivia Keïta-Perse, Karine Astruc, Didier Lepelletier · 2020 · BJS Open
30. Commentary: Right truncation in cluster randomized trials can attenuate the power of a marginal analysis
    Fan Li, Michael Oscar Harhay · 2020 · International Journal of Epidemiology
31. Reply to Vorland et al. Mixed Random and Nonrandom Allocation, and Group Randomization Have Been Mislabeled and Misanalysed, Necessitating Reanalysis. Comment on “Conner et al. KiwiC for Vitality: Results of a Randomized Placebo-Controlled Trial Testing the Effects of Kiwifruit or Vitamin C Tablets on Vitality in Adults with Low Vitamin C Levels. Nutrients 2020, 12, 2898”
    Tamlin S. Conner, Benjamin D. Fletcher, Jillian Joy Haszard, Juliet M. Pullar, Emma S. Spencer, Louise A. Mainvil, Margreet C.M. Vissers · 2022 · Nutrients
32. Group Sequential Design and Monitoring of Clustered Data in Randomized Eye Trials
    Guoqing Diao, Qiang Zhang, Toshimitsu Hamasaki, Scott R. Evans · 2025 · Statistics in Biopharmaceutical Research
33. Mapping intersectional stigma and resilience sources across socio-ecological levels among people living with HIV: a qualitative study
    Chen Zhang, Yadi Zhang, Wonkyung Kniffen, Y. Liu · 2026 · Journal of HIV & Social Services
34. Analysis of Stepped‐Wedge Cluster Randomized Trials: A Tutorial Using Marginal Models
    Elizabeth Louise Turner, John S. Preisser, Ying Zhang, Xueqi Wang, Mark Toles, Samuel Cykert, Fan Li, Paul J. Rathouz · 2026 · Statistics in Medicine
35. ORTH.Ord: An R package for analyzing correlated ordinal outcomes using alternating logistic regressions with orthogonalized residuals
    Can Meng, Mary Ryan, Paul J. Rathouz, Elizabeth Louise Turner, John S. Preisser, Fan Li · 2023 · Computer Methods and Programs in Biomedicine
36. Assessing treatment effect heterogeneity in the presence of missing effect modifier data in cluster-randomized trials
    Bryan S. Blette, Scott D. Halpern, Fan Li, Michael Oscar Harhay · 2024 · Statistical Methods in Medical Research
37. Reconsidering stepped wedge cluster randomized trial designs with implementation periods: Fewer sequences or the parallel-group design with baseline and implementation periods are potentially more efficient
    Philip M. Westgate, Shawn Nigam, Abigail B. Shoben · 2024 · Clinical Trials
38. Report uncertainty information to improve trust in science
    Raul Cruz‐Cano, David B. Allison · 2024 · Nature Human Behaviour
39. Guidelines for the content of statistical analysis plans in clinical trials: protocol for an extension to cluster randomized trials
    Karla Hemming, Jacqueline Thompson, Richard Hooper, Obioha Chukwunyere Ukoumunne, Fan Li, Agnès Caille, Brennan C Kahan, Clémence Leyrat, Michael J. Grayling, Nuredin I. Mohammed et al. · 2025 · Trials
40. Practical considerations in utilizing cluster randomized controlled trials conducted in biopharmaceutical industry
    Yixin Fang, Weili He · 2022 · Clinical Trials
41. Using Power Analysis to Choose the Unit of Randomization, Outcome, and Approach for Subgroup Analysis for a Multilevel Randomized Controlled Clinical Trial to Reduce Disparities in Cardiovascular Health
    Kylie K. Harrall, Katherine Ann Sauder, Deborah H. Glueck, Elizabeth A. Shenkman, Keith E. Muller · 2024 · Prevention Science
42. Childhood obesity intervention studies: A narrative review and guide for investigators, authors, editors, reviewers, journalists, and readers to guard against exaggerated effectiveness claims
    Brown AW, Douglas G. Altman, Tom Baranowski, JM Bland, Dawson Ja, NV Dhurandhar, Shima A. Dowla, Fontaine KR, Amy Gelman, SB Heymsfield et al. · 2020 · Yearbook of pediatric endocrinology
43. Award Winners for 2017 AJPH Paper and Reviewer of the Year
    Deborah J. Holtzman · 2017 · American Journal of Public Health
44. Trials in Complementary and Integrative Health Interventions
    Catherine M. Meyers, Qilu Yu · 2020 · Springer eBooks
45. Hierarchical Bayesian modeling of heterogeneous outcome variance in cluster randomized trials
    Guangyu Tong, Jiaqi Tong, Yi Jiang, Denise Ann Esserman, Michael Oscar Harhay, Joshua L. Warren · 2024 · Clinical Trials
46. Quadratic inference with dense functional responses
    Pratim Guha Niyogi, Ping‐Shou Zhong · 2024 · Journal of Multivariate Analysis
47. Causal inference in randomized trials with partial clustering
    Joshua R. Nugent, Elijah Ronald Kakande, Gabriel Chamie, Jane Kabami, Asiphas Owaraganise, Diane V. Havlir, Moses Robert Kamya, Laura B. Balzer · 2025 · Clinical Trials
48. A note on the estimation and inference with quadratic inference functions for correlated outcomes
    Hengshi Yu, Guangyu Tong, Fan Li · 2020 · Communications in Statistics - Simulation and Computation
49. Evaluation of the Strengthening a Palliative Approach in Long Term Care (SPA-LTC) programme: a protocol of a cluster randomised control trial
    Sharon Kaasalainen, Abigail Wickson‐Griffiths, Paulette V. Hunter, Genevieve N. Thompson, Julia Kruizinga, Lynn McCleary, Tamara Sussman, Lorraine Venturato, Sally Shaw, Sheila A. Boamah et al. · 2023 · BMJ Open
50. Researchers’ experiences of the design and conduct challenges associated with parallel-group cluster-randomised trials and views on a novel open-cohort design
    Claire Surr, Laura Marsden, Alys Wyn Griffiths, Sharon Cox, Jane Fossey, Adam Martin, Andrew Toby Prevost, Catherine Walshe, Rebecca E. A. Walwyn · 2024 · PLoS ONE
51. Weighting methods for truncation by death in cluster-randomized trials
    Dane Isenberg, Michael Oscar Harhay, Nandita Mitra, Fan Li · 2025 · Statistical Methods in Medical Research
52. Treatment Selection at Interim Analysis Based on a Correlated Early Endpoint in Adaptive Two-Stage Trials with a Primary Endpoint Based on Count Data
    Lingyun Liu, Bingming Yi, Ce Yang, Yao‐Hua Zhang · 2025 · Statistics in Biopharmaceutical Research
53. Cluster Randomized Trials in Pediatric Research
    Matthew J. Gurka · 2021 · The Journal of Pediatrics
54. Design and Analysis Considerations for Stepped Wedge Cluster Randomized Trials with Decayed Correlation
    Fan Li · 2019 · arXiv (Cornell University)
55. swdpwr: A SAS Macro and An R Package for Power Calculation in Stepped Wedge Cluster Randomized Trials
    Jiachen Chen, Xin Zhou, Fan Li, Donna L. Spiegelman · 2020 · arXiv (Cornell University)
56. Award Winners for the 2016 AJPH Paper and Reviewer of the Year
    Deborah J. Holtzman · 2016 · American Journal of Public Health
57. I Have Randomized by Clinic; Now What? Four Decades After Cornfield
    ROGER D. VAUGHAN · 2017 · American Journal of Public Health
58. Commentary: Complexities upon complexities in cluster-randomized trials: a commentary on incorporating truncation in outcomes
    Jody D. Ciolino · 2020 · International Journal of Epidemiology
59. Clarifying Selection Bias in Cluster Randomized Trials: Estimands and Estimation
    Fan Li, Zizhong Tian, Jennifer F. Bobb, Georgia Papadogeorgou, Li, Fan · 2021 · arXiv (Cornell University)
60. Competing Risks Regression for Clustered Data via the Marginal Additive Subdistribution Hazard Model
    Xinyuan Chen, Denise Ann Esserman, Fan Li · 2021 · arXiv (Cornell University)
61. A comparative study of R functions for clustered data analysis
    Wei Wang, Michael Oscar Harhay · 2021 · Trials
62. Assessing the Impacts of Cluster Effects and Covariate Imbalance in Cluster Randomized Equivalence Trials
    Joseph Ficek, Henian Chen, Yuanyuan Lu, Yangxin Huang, John M. Mayer · 2022 · Statistics in Biopharmaceutical Research
63. Embracing Advanced Methodology to Improve Population Health
    ROGER D. VAUGHAN · 2022 · American Journal of Public Health
64. A sounder of swine: The importance of clustering in the design, analysis, and interpretation of clinical trials
    Jan Merrill Sargeant, Annette M. Cormier O'Connor, Terri L. O’Sullivan, Alejandro Ramirez, Chong Wang · 2023 · Journal of Swine Health and Production
65. Cluster Randomised Trial
    Shunsuke Oyamada, Yosuke Inaba · 2025 · Japanese Journal of Biometrics
66. Design and analysis of individually randomized group-treatment trials with time to event outcomes
    Sin‐Ho Jung · 2025 · Lifetime Data Analysis
67. Methods to adjust for stratification variables in stratified cluster randomized trials
    Patrick Gravelle, Roee Gutman · 2025 · Health Services and Outcomes Research Methodology
68. Cluster-Randomized Trials in Surgery
    Kyle Gouveia, Sofia Bzovsky, Sheila Sprague · 2025 · Springer eBooks
69. Assessing Mediation in Cross‐Sectional Stepped Wedge Cluster Randomized Trials
    Zhiqiang Cao, Fan Li · 2025 · Statistics in Medicine
70. Association of distance to diagnosis and area-based social measures with stage at diagnosis among Iowans with HPV-related cancers
    Emily A. Janio, Amanda R. Kahl, Dosten Kpozehouen, Natoshia M. Askelson, Sarah H. Nash · 2025 · Cancer Causes & Control
71. Cluster‐Randomized Trials in Emergency Care Research
    Howard S. Kim, Jacob Michael Schauer, Jody D. Ciolino · 2025 · Academic Emergency Medicine
72. App-based prevention of preschooler unintentional injury in rural China: a cluster randomized controlled trial
    Jieyi He, Min Zhao, Jie Li, David C. Schwebel, Yanhong Fu, Wanhui Wang, Weiqiang Li, Hao Huang, Shuying Zhao, Ruisha Peng et al. · 2025 · npj Digital Medicine
73. Additional file 3 of Partisan differences in the effects of economic evidence and local data on legislator engagement with dissemination materials about behavioral health: a dissemination trial
    Purtle, Jonathan, Katherine L. Nelson, Luwam T. Gebrekristos, Félice Lê‐Scherban, Sarah Elizabeth Gollust · 2022 · Figshare
74. Additional file 1 of An evidence mapping and analysis of registered COVID-19 clinical trials in China
    Lu, Liming, Li, Fan, Wen, Hao, Ge, Shuqi, Jingchu Zeng, Luo, Wen, Lai Wang, Tang, Chunzhi, Xu, Nenggui · 2020 · Figshare
75. Additional file 2 of Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies
    Offorha, Bright C., Walters, Stephen J., Richard Jacques · 2024 · Figshare
76. Additional file 1 of A comparative study of R functions for clustered data analysis
    Wang, Wei, Michael Oscar Harhay · 2021 · Figshare
77. Additional file 5 of Partisan differences in the effects of economic evidence and local data on legislator engagement with dissemination materials about behavioral health: a dissemination trial
    Purtle, Jonathan, Katherine L. Nelson, Luwam T. Gebrekristos, Félice Lê‐Scherban, Sarah Elizabeth Gollust · 2022 · Figshare
78. Additional file 3 of Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies
    Offorha, Bright C., Walters, Stephen J., Richard Jacques · 2024 · Figshare
79. Additional file 1 of Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies
    Offorha, Bright C., Walters, Stephen J., Jacques, Richard M. · 2024 · Figshare
80. Additional file 1 of Implementation strategy in collaboration with people with lived experience of mental illness to reduce stigma among primary care providers in Nepal (RESHAPE): protocol for a type 3 hybrid implementation effectiveness cluster randomized controlled trial
    Kohrt, Brandon A., Elizabeth Louise Turner, Dristy Gurung, Wang, Xueqi, Mani Neupane, Luitel, Nagendra P., Kartha, Muralikrishnan R., Anubhuti Poudyal, Ritika Singh, Sauharda Rai et al. · 2022 · Figshare
81. Additional file 4 of Partisan differences in the effects of economic evidence and local data on legislator engagement with dissemination materials about behavioral health: a dissemination trial
    Purtle, Jonathan, Katherine L. Nelson, Luwam T. Gebrekristos, Félice Lê‐Scherban, Sarah Elizabeth Gollust · 2022 · Figshare
82. Additional file 4 of Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies
    Offorha, Bright C., Walters, Stephen J., Richard Jacques · 2024 · Figshare
83. Additional file 1 of Partisan differences in the effects of economic evidence and local data on legislator engagement with dissemination materials about behavioral health: a dissemination trial
    Purtle, Jonathan, Katherine L. Nelson, Luwam T. Gebrekristos, Félice Lê‐Scherban, Sarah Elizabeth Gollust · 2022 · Figshare
84. Additional file 2 of Partisan differences in the effects of economic evidence and local data on legislator engagement with dissemination materials about behavioral health: a dissemination trial
    Purtle, Jonathan, Katherine L. Nelson, Luwam T. Gebrekristos, Félice Lê‐Scherban, Sarah Elizabeth Gollust · 2022 · Figshare
85. Increased risk of type I errors for detecting heterogeneity of treatment effects in cluster-randomized trials using mixed-effect models
    Noorie Hyun, Abisola Idu, Andrea J. Cook, Jennifer F. Bobb · 2026 · BMC Medical Research Methodology
86. Power Calculation in 2k Factorial Optimization Trials: An Interactive Web Application, with Investigation of Robustness for Binary Outcome Variables
    Jillian C Strayhorn, Phuc Vu, Ruoxiang Zheng, Alex Dahlen · 2026 · Prevention Science
87. How Well Do Young Male Semi-Professional Soccer Players Sleep During an Afternoon Nap?
    Charli Sargent, Georgia Romyn, Michele Lastella, Dean J. Miller, Gregory Daniel Roach · 2026 · Clocks & Sleep
88. Design and monitoring of randomized trials in vision research with binary endpoints
    Guoqing Diao, Qiang Zhang, Toshimitsu Hamasaki, Scott R. Evans · 2026 · Clinical Trials
89. Using the NIH Research Methods Resources Website
    David M. Murray, Jonathan Moyer · 2026 · Prevention Science
90. Choice of estimands and estimators affected the interpretation of results for some outcomes in a cluster-randomized trial (RESTORE) due to informative cluster size
    Dongquan Bi, Andrew J Copas, Fan Li, Michael Oscar Harhay, Brennan C Kahan · 2026 · Journal of Clinical Epidemiology
91. Performance of cluster-weighted modified Poisson regression for estimating risk ratios in longitudinal data with informative cluster sizes
    Jemar R. Bather, Samuel Anyaso-Samuel, Yuyu Chen, Luther C. Elliott, Alex S. Bennett, Melody S. Goodman · 2026 · Epidemiologic Methods
92. Role of Clinical Trials in Implementation Science and Organization Change: An Overview of Cluster, Stepped-Wedge, and Hybrid Effectiveness-Implementation Studies
    Kelly Coughlan, Oyebola Fasugba, Simeon Dale, Nicola Straiton, Caleb Ferguson, Catherine Anne D’Este, Sandy Middleton · 2026 · Stroke
93. Feasibility of a teacher-supervised ChatGPT-assisted workflow for individualized exercise planning in university physical education: a two-phase study using a fuzzy Delphi process and a cluster pilot trial
    Ruiqing Dong, Ying Liang, Jianbo Sun, Fang Chen, Qingzhen Hou, Xiaoqi Wang, Yuanyan Huang, Wenjing Zhang · 2026 · Frontiers in Sports and Active Living
94. Order restricted row‐column cluster randomized design
    Dalton Hopper, Ömer Öztürk, Olena Y. Kravchuk · 2026 · Canadian Journal of Statistics