A national strategy to develop pragmatic clinical trials infrastructure
Open accessAbstract
An important challenge in comparative effectiveness research is the lack of infrastructure to support pragmatic clinical trials, which compare interventions in usual practice settings and subjects. These trials present challenges that differ from those of classical efficacy trials, which are conducted under ideal circumstances, in patients selected for their suitability, and with highly controlled protocols. In 2012, we launched a 1‐year learning network to identify high‐priority pragmatic clinical trials and to deploy research infrastructure through the NIH Clinical and Translational Science Awards Consortium that could be used to launch and sustain them. The network and infrastructure were initiated as a learning ground and shared resource for investigators and communities interested in developing pragmatic clinical trials. We followed a three‐stage process of developing the network, prioritizing proposed trials, and implementing learning exercises that culminated in a 1‐day network meeting at the end of the year. The year‐long project resulted in five recommendations related to developing the network, enhancing community engagement, addressing regulatory challenges, advancing information technology, and developing research methods. The recommendations can be implemented within 24 months and are designed to lead toward a sustained national infrastructure for pragmatic trials.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Practice-based research networks strive to generate results that are relevant to both patients and clinicians, by comparing interventions among participants and representative settings of usual care.
“These networks strive to generate results that are relevant to both patients and clinicians, by comparing interventions among participants and representative settings of usual care [2].”
From Dental Practice-Based Research Networks (D-PBRN) worldwide: a scoping review. (2021) · cites this paper as [2]
The Background says pragmatic clinical trials strive to produce results relevant to patients and clinicians by comparing interventions in participants and settings representative of usual care. It lists practice-based research networks as supporting such trials, but does not specifically attribute that aim or comparison method to the networks themselves. No page number is available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Tunis (2003) · doi:10.1001/jama.290.12.1624 · Cited by 1,724 · see citing works
Self-citationA pragmatic–explanatory continuum indicator summary (PRECIS): a tool to help trial designers
Thorpe, K. E., Zwarenstein, M., Oxman, A. D., Treweek, S., Furberg, C. D., Altman, D. G., Tunis, S., Bergel, E., Harvey, I., Magid, D. J., et al. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2008.12.011 · Cited by 1,389 · see citing works
Self-citationBest care at lower cost: the path to continuously learning health care in America
Smith, M. A., Saunders, R., Stuckhardt, L., & McGinnis, J. M. (2014) · Choice Reviews Online · doi:10.5860/choice.51-3277 · Cited by 1,356 · see citing works
Hersh, W. R., Weiner, M. G., Embi, P. J., Logan, J. R., Payne, P. R. O., Bernstam, E. V., Lehmann, H. P., Hripcsak, G., Hartzog, T. H., Cimino, J. J., et al. (2013) · Medical Care · doi:10.1097/mlr.0b013e31829b1dbd · Cited by 567 · see citing works
Self-citationA New Taxonomy for Stakeholder Engagement in Patient-Centered Outcomes Research
Concannon, T. W., Meißner, P., Grunbaum, J. A., McElwee, N. E., Guise, J., Santa, J. S., Conway, P. H., Daudelin, D. H., Morrato, E. H., & Leslie, L. K. (2012) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2037-1 · Cited by 532 · see citing works
Self-citationDeveloping a Protocol for Observational Comparative Effectiveness Research: A User's Guide
Velentgas, P., Dreyer, N. A., Nourjah, P. A., Smith, S. R., & Torchia, M. (2013) · Cited by 380 · see citing works
Community-based participatory research
O'Toole, T. P., Aaron, K. F., Chin, M. H., Horowitz, C. R., & Tyson, F. L. (2003) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2003.30416.x · Cited by 326 · see citing works
Methodological Standards and Patient-Centeredness in Comparative Effectiveness Research
(2012) · JAMA · doi:10.1001/jama.2012.466 · Cited by 255 · see citing works
Community-Based Participatory Research
Boyd, A. S. (2014) · Encyclopedia of Human Services and Diversity · doi:10.4135/9781483346663.n119 · Cited by 169 · see citing works
The CTSA Program at NIH: Opportunities for Advancing Clinical and Translational Research
Leshner, A. I., Terry, S. F., Schultz, A. M., & Liverman, C. T. (2013) · University Libraries (University of Maryland) · doi:10.13016/7hfz-ttmw · Cited by 168 · see citing works
Reforming the regulations governing research with human subjects.
Emanuel, E., & Menikoff, J. (2011) · New England Journal of Medicine · doi:10.1056/nejmsb1106942 · Cited by 113 · see citing works
(2011) · Biotechnology Law Report · doi:10.1089/blr.2011.9800 · Cited by 84 · see citing works
Shrank, W. H. (2013) · Health Affairs · doi:10.1377/hlthaff.2013.0216 · Cited by 72 · see citing works
Hersh, W., Cimino, J. J., Payne, P., Embí, P. J., Logan, J. R., Weiner, M. G., Bernstam, E. V., Lehmann, H. P., Hripcsak, G. M., Hartzog, T. H., et al. (2013) · eGEMs (Generating Evidence & Methods to improve patient outcomes) · doi:10.13063/2327-9214.1018 · Cited by 61 · see citing works
Self-citationLieu, T. A., Au, D. H., Krishnan, J. A., Moss, M., Selker, H. P., Harabin, A. L., TAGGART, V. S., & Connors, A. F. (2011) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201104-0634ws · Cited by 50 · see citing works
Self-citationMillum, J., & Menikoff, J. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-153-10-201011160-00008 · Cited by 41 · see citing works
Translational Research for Cardiovascular Diseases at the National Heart, Lung, and Blood Institute
Lauer, M. S., & Skarlatos, S. I. (2010) · Circulation · doi:10.1161/circulationaha.109.917948 · Cited by 39 · see citing works
White Paper on CTSA Consortium Role in Facilitating Comparative Effectiveness Research
Selker, H. P., Strom, B. L., Ford, D. E., Meltzer, D. O., Pauker, S. G., Pincus, H. A., Rich, E. C., Tompkins, C., & Whitlock, E. P. (2010) · Clinical and Translational Science · doi:10.1111/j.1752-8062.2010.00177.x · Cited by 38 · see citing works
Krishnan, J. A., Lindenauer, P. K., Au, D. H., Carson, S. S., Lee, T. A., McBurnie, M. A., Naureckas, E. T., Vollmer, W. M., & Mularski, R. A. (2012) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201206-0994ws · Cited by 37 · see citing works
Self-citationA CTSA Agenda to Advance Methods for Comparative Effectiveness Research
Helfand, M., Tunis, S., Whitlock, E. P., Pauker, S. G., Basu, A., Chilingerian, J. A., Harrell, F. E., Meltzer, D., Montori, V. M., Shepard, D. S., et al. (2011) · Clinical and Translational Science · doi:10.1111/j.1752-8062.2011.00282.x · Cited by 34 · see citing works
Self-citationPapadaki, M., & Hirsch, G. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3006903 · Cited by 32 · see citing works
Role of practice-based research networks in comparative effectiveness research
Hartung, D. M., Guise, J., Fagnan, L. J., Davis, M. M., & Stange, K. C. (2012) · Journal of Comparative Effectiveness Research · doi:10.2217/cer.11.7 · Cited by 18 · see citing works
Self-citationThe Common Rule and Continuous Improvement in Health Care: A Learning Health System Perspective
Selker, H. P., Grossman, C., Adams, A. S., Permanente, K., Goldmann, D. A., Dezii, C. M., Squibb, B.-M., Meyer, G. S., HealthCare, P., Roger, V. L., et al. (2011) · NAM Perspectives · doi:10.31478/201110a · Cited by 14 · see citing works
Evaluation as Part of Operations: Reconciling the Common Rule and Continuous Improvement
Platt, R., Grossmann, C., & Selker, H. P. (2013) · The Hastings Center Report · doi:10.1002/hast.139 · Cited by 12 · see citing works
PS2-9: The NIH Health Care Systems Research Collaboratory
Brown, J. S., Cook, A. J., Lane, K., Larson, E. B., LI, L. C., Platt, R. G., Syat, B. L., & Thompson, E. (2013) · Clinical Medicine & Research · doi:10.3121/cmr.2013.1176.ps2-9 · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [28]Agency for Healthcare Research and Quality Methods Guide for Effectiveness and Comparative Effectiveness Reviews Rockville, MD Agency for Healthcare Research and Quality 2011 10 11 EHC063-EF 21433403
Cited by
Sorted by citations
The PRECIS-2 tool: designing trials that are fit for purpose
Loudon, K., Treweek, S., Sullivan, F., Donnan, P., Thorpe, K. E., & Zwarenstein, M. (2015) · BMJ · doi:10.1136/bmj.h2147 · Cited by 1,846 · see citing works
Shenkman, E., Hurt, M., Hogan, W., Carrasquillo, O., Smith, S., Brickman, A., & Nelson, D. (2018) · Academic Medicine · doi:10.1097/acm.0000000000002029 · Cited by 97 · see citing works
Defining key design elements of registry-based randomised controlled trials: a scoping review
Karanatsios, B., Prang, K.-H., Verbunt, E., Yeung, J. M. C., Kelaher, M., & Gibbs, P. (2020) · Trials · doi:10.1186/s13063-020-04459-z · Cited by 92 · see citing works
Dickinson, L. M., Beaty, B. L., Fox, C. H., Pace, W. D., Dickinson, W. P., Emsermann, C. B., & Kempe, A. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.05.150001 · Cited by 44 · see citing works
Self-citationValue-Based Care for Musculoskeletal Pain: Are Physical Therapists Ready to Deliver?
Lentz, T. A., Goode, A. P., Thigpen, C. A., & George, S. Z. (2019) · Physical Therapy · doi:10.1093/ptj/pzz171 · Cited by 37 · see citing works
Sample size requirements for detecting treatment effect heterogeneity in cluster randomized trials
Yang, S., Li, F., Starks, M. A., Hernandez, A. F., Mentz, R. J., & Choudhury, K. R. (2020) · Statistics in Medicine · doi:10.1002/sim.8721 · Cited by 34 · see citing works
Informed consent and community engagement in open field research: lessons for gene drive science
Singh, J. A. (2019) · BMC Medical Ethics · doi:10.1186/s12910-019-0389-3 · Cited by 24 · see citing works
Measuring the Value of Pharmaceuticals in the US Health System
Walton, S. M., Basu, A., Mullahy, J., Hong, S., & Schumock, G. T. (2016) · PharmacoEconomics · doi:10.1007/s40273-016-0463-3 · Cited by 23 · see citing works
Xiao, L., Lv, N., Rosas, L. G., Au, D. H., & Ma, J. (2017) · Obesity · doi:10.1002/oby.21737 · Cited by 23 · see citing works
Dental Practice-Based Research Networks (D-PBRN) worldwide: a scoping review.
Canceill, T., Monsarrat, P., Faure-Clement, E., Tohme, M., Vergnes, J.-N., & Grosgogeat, B. (2021) · Journal of Dentistry · doi:10.1016/j.jdent.2020.103523 · Cited by 20 · see citing works
Better Together: The Making and Maturation of the Palliative Care Research Cooperative Group
Ritchie, C., Pollak, K. I., Kehl, K. A., Miller, J. L., & Kutner, J. S. (2017) · Journal of Palliative Medicine · doi:10.1089/jpm.2017.0138 · Cited by 18 · see citing works
Cochrane reviews on acupuncture therapy for pain: A snapshot of the current evidence
Nielsen, A., & Wieland, L. S. (2019) · EXPLORE · doi:10.1016/j.explore.2019.08.009 · Cited by 17 · see citing works
Acupuncture in the emergency department for pain management
Dusek, J. A., Kallenberg, G. A., Hughes, R. M., Storrow, A. B., Coyne, C. J., Vago, D. R., Nielsen, A., Karasz, A., Kim, R. S., Surdam, J., et al. (2022) · Medicine · doi:10.1097/md.0000000000028961 · Cited by 16 · see citing works
Dolor, R. J., Schmit, K. M., Graham, D. G., Fox, C. H., & Baldwin, L. (2014) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2014.06.140166 · Cited by 16 · see citing works
Self-citationTick, H., & Nielsen, A. (2019) · Global Advances in Health and Medicine · doi:10.1177/2164956119857656 · Cited by 14 · see citing works
Leviton, A., & Loddenkemper, T. (2023) · BMC Medical Research Methodology · doi:10.1186/s12874-023-02102-4 · Cited by 11 · see citing works
Pragmatic clinical trials and the consent process
Murdoch, B., & Caulfield, T. (2017) · Research Ethics · doi:10.1177/1747016117733506 · Cited by 9 · see citing works
Nielsen, A., Dyer, N. L., Lechuga, C., McKee, M. D., & Dusek, J. A. (2024) · Integrative Medicine Research · doi:10.1016/j.imr.2024.101048 · Cited by 8 · see citing works
Gallis, J. A., Kusibab, K., Egger, J. R., Olsen, M. K., Askew, S., Steinberg, D., & Bennett, G. G. (2020) · Obesity · doi:10.1002/oby.22958 · Cited by 7 · see citing works
Practice-based Research Networks (PBRNs) in the Era of Integrated Delivery Systems
Carey, T. S., Halladay, J. R., Donahue, K. E., & Cykert, S. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.05.140353 · Cited by 7 · see citing works
Self-citationClinical Reality as Evidence: Redefining the Orthodontic Knowledge Hierarchy with Scientific Rigor
Patel, K., Schneider-Moser, U., Costea, C. M., & Moser, L. (2025) · Seminars in orthodontics · doi:10.1053/j.sodo.2025.05.002 · Cited by 3 · see citing works
Pragmatic clinical trials at the National Institute of Nursing Research
Littleton‐Kearney, M. T. (2018) · Nursing Outlook · doi:10.1016/j.outlook.2018.02.001 · Cited by 3 · see citing works
Bergquist, T. F., Moessner, A. M., Mandrekar, J. N., Ransom, J. E., Dernbach, N. L., Kendall, K. S., & Brown, A. W. (2022) · Brain Injury · doi:10.1080/02699052.2022.2042601 · Cited by 2 · see citing works
Juckett, L., Bernard, K. P., & Thomas, K. S. (2023) · Trials · doi:10.1186/s13063-023-07757-4 · Cited by 1 · see citing works
Ballengee, L. A., Horn, M. E., Lentz, T. A., Check, D. K., Zullig, L. L., & George, S. Z. (2025) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2025.101453 · Cited by 1 · see citing works
Nielsen, A., Tick, H., Mao, J. J. J., & Hecht, F. M. (2019) · Global Advances in Health and Medicine · doi:10.1177/2164956119857648 · Cited by 1 · see citing works
Looking Backward 2143-1943: The Rise and Fall of the RCT
Pastor, M., & Feneratorius, D. (2019) · Value in Health · doi:10.1016/j.jval.2018.10.009 · Cited by 1 · see citing works
Bareilles, M., Perrussel, J., Soulié, J., & Canceill, T. (2025) · Journal of Oral Medicine and Oral Surgery · doi:10.1051/mbcb/2025026
Juckett, L., Bernard, K. P., & Thomas, K. S. (2023) · Figshare · doi:10.6084/m9.figshare.24585921
Juckett, L., Bernard, K. P., & Thomas, K. S. (2024) · Figshare · doi:10.6084/m9.figshare.24586138
Brewer, S. K., Chen, S., Concannon, T. W., Sege, R. D., Rushforth, A. M., Must, A., Prokofieva, N., & Welch, L. C. (2026) · Journal of Participatory Research Methods · doi:10.35844/001c.167216
Self-citation
- Authors
- Concannon, T. W., Guise, J., Dolor, R. J., Meissner, P., Tunis, S., Krishnan, J. A., Pace, W. D., Saltz, J., Hersh, W. R., Michener, L., & Carey, T. S.
- Affiliations
- Tufts University (US)
- Oregon Health & Science University (US)
- Duke University (US)
- Albert Einstein College of Medicine (US)
- Center for Medical Technology Policy (US)
- University of Illinois Chicago (US)
- University of Colorado Denver (US)
- Emory University (US)
- University of North Carolina at Chapel Hill (US)
- Corresponding author
- Concannon, Thomas W.
- ORCID
- Venue
- Clinical and Translational Science
- Publisher
- Wiley
- Published
- 2014-01-28
- Volume
- 7
- Issue
- 2
- Pages
- 164-171
- ISSN
- 1752-8054 (ISSN-L)
- 1752-8062
- PMC
- PMC4126802
- OpenAlex
- W2137351884
- Semantic Scholar
- 857f8b4b165d10fab719893a17c5d2e29a895fda
- Cited by
- 31
- References
- 25
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 2 · 2023: 3 · 2022: 2 · 2020: 4 · 2019: 6 · 2018: 1 · 2017: 4 · 2016: 1 · 2015: 3 · 2014: 1
- FWCI
- 5.42
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical and Translational Science (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Center for Advancing Translational Sciences
- National Heart, Lung & Blood Institute
- National Institutes of Health (UL1 TR000073, UL1 TR001064)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health and Medical Research Impacts
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Keywords
- pragmatic trials, research infrastructure, comparative effectiveness research, learning networks, community participation, regulatory challenges, national strategy
- MeSH terms
- Health Planning Guidelines, Humans, United States, Program Development, Translational Research, Biomedical, Pragmatic Clinical Trials as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review