Reproducible Evidence: Practices to Enhance and Achieve Transparency (REPEAT)

Wang, Shirley V.; Sreedhara, Sushama Kattinakere; Schneeweiss, Sebastian; 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; Dejene, Sara; Rogers, James R.; Brill, Gregory; Landon, Joan; Lii, Joyce; Tsacogianis, Theodore; Vine, Seanna; Garry, Elizabeth M.; Gibbs, Liza R.; Gierada, Monica; Isaman, Danielle L.; Payne, Emma; Alwardt, Sarah; Arlett, Peter; Bartels, Dorothee B.; Bate, Andrew; Berlin, Jesse; Bourke, Alison; Bradbury, Brian; Brown, Jeffrey; Burnett, Karen; Brennan, Troyen; Chan, K. Arnold; Choi, Nam-Kyong; de Vries, Frank; Eichler, Hans-Georg; Filion, Kristian B.; Freeman, Lisa; Hallas, Jesper; Happe, Laura; Hennessy, Sean; Jónsson, Páll; Ioannidis, John; Jimenez, Javier; Kahler, Kristijan H.; Laine, Christine; Loder, Elizabeth; Makady, Amr; Martin, David; Nguyen, Michael; Nosek, Brian; Platt, Richard; Platt, Robert W.; Seeger, John; Shrank, William; Smeeth, Liam; Sørensen, Henrik Toft; Tugwell, Peter; Uyama, Yoshiaki; Willke, Richard; Winkelmayer, Wolfgang; Zarin, Deborah

Reproducible Evidence: Practices to Enhance and Achieve Transparency (REPEAT)

Wang, SV; Sreedhara, SK; Schneeweiss, S; Franklin, JM; Gagne, JJ; Huybrechts, KF; Patorno, E; Jin, Y; Lee, M; Mahesri, M; Pawar, A; Barberio, J; Bessette, LG; Chin, K; Gautam, N; Ortiz, AS; Sears, E; Stefanini, K; Zakarian, M; Dejene, S; Rogers, JR; Brill, G; Landon, J; Lii, J; Tsacogianis, T; Vine, S; Garry, EM; Gibbs, LR; Gierada, M; Isaman, DL; Payne, E; Alwardt, S; Arlett, P; Bartels, DB; Bate, A; Berlin, J; Bourke, A; Bradbury, B; Brown, J; Burnett, K; Brennan, T; Chan, KA; Choi, N; de Vries, F; Eichler, H; Filion, KB; Freeman, L; Hallas, J; Happe, L; Hennessy, S; Jónsson, P; Ioannidis, J; Jimenez, J; Kahler, KH; Laine, C; Loder, E; Makady, A; Martin, D; Nguyen, M; Nosek, B; Platt, R; Platt, RW; Seeger, J; Shrank, W; Smeeth, L

; Sørensen, HT; Tugwell, P; Uyama, Y; Willke, R; Winkelmayer, W and Zarin, D (2022). Reproducible Evidence: Practices to Enhance and Achieve Transparency (REPEAT). [Dataset]. OSF. https://doi.org/10.17605/OSF.IO/MY5GN

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Studies that generate real-world evidence (RWE) through analysis of routinely collected healthcare data provide key insights for regulators, payers, and other healthcare decision-makers. In this project, we evaluated clarity of methodology reporting for 250 RWE studies and attempted to reproduce 150 studies using the same data sources and methods reported by the original investigators.

Keywords

Outcomes research; Reproducibility; Routinely collected healthcare data

Item Type	Dataset
Resource Type	Resource Type Resource Description Dataset Quantitative
Capture method	Compilation/Synthesis, Aggregation
Date	21 July 2022
Language(s) of written materials	English
Creator(s)	Wang, SV; Sreedhara, SK; Schneeweiss, S; Franklin, JM; Gagne, JJ; Huybrechts, KF; Patorno, E; Jin, Y; Lee, M; Mahesri, M; Pawar, A; Barberio, J; Bessette, LG; Chin, K; Gautam, N; Ortiz, AS; Sears, E; Stefanini, K; Zakarian, M; Dejene, S; Rogers, JR; Brill, G; Landon, J; Lii, J; Tsacogianis, T; Vine, S; Garry, EM; Gibbs, LR; Gierada, M; Isaman, DL; Payne, E; Alwardt, S; Arlett, P; Bartels, DB; Bate, A; Berlin, J; Bourke, A; Bradbury, B; Brown, J; Burnett, K; Brennan, T; Chan, KA; Choi, N; de Vries, F; Eichler, H; Filion, KB; Freeman, L; Hallas, J; Happe, L; Hennessy, S; Jónsson, P; Ioannidis, J; Jimenez, J; Kahler, KH; Laine, C; Loder, E; Makady, A; Martin, D; Nguyen, M; Nosek, B; Platt, R; Platt, RW; Seeger, J; Shrank, W; Smeeth, L ; Sørensen, HT; Tugwell, P; Uyama, Y; Willke, R; Winkelmayer, W and Zarin, D
LSHTM Faculty/Department	Academic Services & Administration > Academic Administration
Participating Institutions	London School of Hygiene & Tropical Medicine, London, United Kingdom
Date Deposited	02 Sep 2022 16:49
Last Modified	23 Sep 2025 13:58
Publisher	OSF