Measuring the Impact of Practice-based Research Networks (PBRNs)
Open accessAbstract
Practice-based research networks (PBRNs) continue their upward trajectory in scope and numbers, now engaging community practices that reach approximately 15% of the US population. In this issue, Peterson et al,[1][1] characterizes US PBRNs based on data from the 2011 Agency for Healthcare Research
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?
Reports of PBRN performance metrics are rare for both medical and dental PBRNs, and have primarily focused on the number of studies completed and the number of participants involved.
“Indeed, reports of PBRN performance metrics are rare for both medical and dental PBRNs, and have primarily focused on the number of studies completed and the number of participants involved [6,14,15].”
From Structure, function, and productivity from the National Dental Practice-Based Research Network. (2022) · cites this paper as [14]
In “Measuring the Impact of Practice-based Research Networks (PBRNs)” (page unavailable), Werner reports counts of completed studies and network members and calls for more comprehensive PBRN evaluation. The paper does not establish that performance-metric reports are rare for both medical and dental PBRNs, or report counts of study participants; network members are not necessarily study participants. (LLM, conf=0.84)
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
Mold, J. W. (2005) · The Annals of Family Medicine · doi:10.1370/afm.303 · Cited by 270 · see citing works
The Effective Executive: The Definitive Guide to Getting the Right Things Done
Drucker, P. F. (1967) · Cited by 186 · see citing works
Practice-Based Research Networks Answer Primary Care Questions
Nutting, P. A. (1999) · JAMA · doi:10.1001/jama.281.8.686 · Cited by 156 · cited 1× · see citing works
“The participatory engagement of clinicians in research has been unique to PBRNs, leading to high levels of member investment and better translation of research into practice.(14) Historically, the primary vehicles of engagement have been clinician-led “bottom-up” studies in which the study ideas of network members are…”
BackgroundNetworks for research in primary health care
Thomas, P. J., Griffiths, F. E., Kai, J., & O'Dwyer, A. (2001) · BMJ · doi:10.1136/bmj.322.7286.588 · Cited by 128 · cited 1× · see citing works
“Historically, the primary vehicles of engagement have been clinician-led “bottom-up” studies in which the study ideas of network members are developed and implemented with the support of PBRN leaders and staff.(15) This contrasts with “top-down” PBRN studies led by academic investigators.”
BackgroundHayes, H. G., Parchman, M. L., & Howard, R. (2011) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2011.05.110043 · Cited by 100 · cited 1× · see citing works
“Finally, the PBRN registry has the potential to evolve into a uniform evaluation template that guides the internal assessment process within individual PBRNs, which is a significant area of need in many networks.(16) It may be beneficial for the PBRN community to develop a shared, comprehensive PBRN evaluation tool bu…”
MethodHenry, S. B., Lantigua, R., Busacca, L., & Bigger, J. T. (2009) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2009.04.090017 · Cited by 95 · see citing works
Practice Facilitators and Practice-based Research Networks
Nagykaldi, Z. J., Mold, J. W., Robinson, A., Niebauer, L., & Ford, A. (2006) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.19.5.506 · Cited by 85 · see citing works
Practice-based Research is Community Engagement
Westfall, J. M., Fagnan, L. J., Handley, M. A., Salsberg, J., McGinnis, P. B., ZITTLEMAN, L. K., & Macaulay, A. C. (2009) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2009.04.090105 · Cited by 85 · see citing works
Fox, C. H., Swanson, A., Kahn, L., Glaser, K. M., & Murray, B. M. (2008) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2008.06.080042 · Cited by 62 · see citing works
Fagnan, L. J., Davis, M. M., Deyo, R. A., Werner, J. J., & Stange, K. C. (2010) · Academic Medicine · doi:10.1097/acm.0b013e3181cd2ed3 · Cited by 58 · see citing works
Self-citationPeterson, K. A., Lipman, P. D., Lange, C. J., Cohen, R. A., & Durako, S. (2012) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2012.05.120100 · Cited by 58 · see citing works
Different Paths to High-Quality Care: Three Archetypes of Top-Performing Practice Sites
Feifer, C., Nemeth, L. S., Nietert, P. J., Wessell, A. M., Jenkins, R., Roylance, L. F., & Ornstein, S. M. (2007) · The Annals of Family Medicine · doi:10.1370/afm.697 · Cited by 50 · see citing works
Gibson, K., Szilagyi, P. G., Swanger, C. M., Campbell, T., McInerny, T. K., Duckett, J. W., Guido, J. J., & Fiscella, K. A. (2010) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2010.04.090160 · Cited by 39 · see citing works
No Longer Simply a Practice-based Research Network (PBRN): Health Improvement Networks
Williams, R. L., & Rhyne, R. L. (2011) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2011.05.110102 · Cited by 34 · see citing works
Measuring Practice Capacity for Change
Bobiak, S. N., Zyzanski, S. J., Ruhe, M. C., Carter, C. A., Ragan, B. G., Flocke, S. A., Litaker, D. G., & Stange, K. C. (2009) · Quality Management in Health Care · doi:10.1097/qmh.0b013e3181bee2f5 · Cited by 24 · see citing works
Sinclair-Lian, N., Rhyne, R. L., Alexander, S. H., & Williams, R. (2008) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2008.04.080022 · Cited by 21 · see citing works
Rhyne, R. L., Sussman, A. L., Fernald, D. H., Weller, N. F., Daniels, E., & Williams, R. L. (2011) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2011.05.100295 · Cited by 19 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Gilbert, G. H., Williams, O. D., Korelitz, J. J., Fellows, J. L., Gordan, V. V., Makhija, S. K., Meyerowitz, C., Oates, T. W., Rindal, D. B., Benjamin, P. L., et al. (2013) · Journal of Dentistry · doi:10.1016/j.jdent.2013.04.002 · Cited by 126 · see citing works
“The network defines a non-practitioner as anyone who does not meet both of these criteria: (1) currently licensed to practice dentistry or dental hygiene; and (2) currently treats patients on a regular basis.”
BackgroundA systems-based partnership learning model for strengthening primary healthcare
Bailie, R. S., Matthews, V., Brands, J., & Schierhout, G. (2013) · Implementation Science · doi:10.1186/1748-5908-8-143 · Cited by 86 · see citing works
“healthcare, particularly in the United States [32,33].”
Structure, function, and productivity from the National Dental Practice-Based Research Network.
Gilbert, G. H., Fellows, J. L., Allareddy, V., Cochran, D. L., Cunha-Cruz, J., Gordan, V. V., McBurnie, M. A., Meyerowitz, C., Mungia, R., Rindal, D. B., et al. (2022) · Journal of Clinical and Translational Science · doi:10.1017/cts.2022.421 · Cited by 54 · see citing works
“Indeed, reports of PBRN performance metrics are rare for both medical and dental PBRNs, and have primarily focused on the number of studies completed and the number of participants involved [6,14,15].”
BackgroundMungia, R., Funkhouser, E., Buchberg Trejo, M. K., Cohen, R., Reyes, S. C., Cochran, D. L., Makhija, S. K., Meyerowitz, C., Rindal, B. D., Gordan, V. V., et al. (2018) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2018.06.180019 · Cited by 21 · see citing works
“The participatory engagement of clinicians in research has been a hallmark of PBRNs, leading to high levels of member investment and better translation of research into practice.(9,10) The strength of PBRN research lies in its ability to conduct clinician-led “bottom-up” studies, in which the study ideas of network me…”
Riley-Behringer, M., Davis, M. M., Werner, J. J., Fagnan, L. J., & Stange, K. C. (2017) · Journal of Clinical and Translational Science · doi:10.1017/cts.2017.305 · Cited by 12 · see citing works
“Field leaders estimate that PBRNs reach ~ 15% of the US population [31]; many PBRNs serve regions and populations experiencing health disparities.”
BackgroundSelf-citationDevelopment and implementation of a community-based research network
Minor, B. C., Dashner, J. L., Espín-Tello, S. M., Bollinger, R. M., Keglovits, M., Stowe, J. D., Campbell, M. L., & Stark, S. L. (2020) · Journal of Clinical and Translational Science · doi:10.1017/cts.2020.45 · Cited by 12 · see citing works
“PBRNs are networks of community-based primary care practices and researchers who work together to fill gaps in service with EB interventions [25].”
Livingood, W. C., Peden, A. H., Shah, G. H., Marshall, N. A., Gonzalez, K. M., Toal, R. B., Alexander, D. S., Wright, A., & Woodhouse, L. D. (2015) · BMC Health Services Research · doi:10.1186/s12913-015-0956-3 · Cited by 9 · see citing works
“PBRNs originated with clinical practices where they have demonstrated over decades that that they can make major and unique contributions in improving clinical practice [21–25].”
A community pharmacy practice-based research network: A protocol for a realist evaluation
Handyside, L., Cameron, J., & Freeman, C. R. (2022) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2022.12.002 · Cited by 8 · see citing works
Generating National Dental PBRN Research Ideas Through the ToP Consensus Method Workshop
Mungia, R., Hayes, H. G., Reyes, S. C., Theisen, S. E., Buchberg, M. K., Dolan, C., & Oates, T. W. (2015) · Progress in community health partnerships · doi:10.1353/cpr.2015.0051 · Cited by 8 · see citing works
Factors influencing early stage healthcare-academia partnerships
Uvhagen, H., von Knorring, M., Hasson, H., Øvretveit, J., & Hansson, J. (2018) · International Journal of Health Care Quality Assurance · doi:10.1108/ijhcqa-11-2016-0178 · Cited by 3 · see citing works
A Mixed-Methods Study of Research Dissemination Across Practice-Based Research Networks
Lipman, P. D., Lange, C. J., Cohen, R. A., & PETERSON, K. A. (2014) · Journal of Ambulatory Care Management · doi:10.1097/jac.0000000000000018 · Cited by 2 · see citing works
“The themes identified in the qualitative analysis stretch our understanding of the function of networks as focused primarily on the conduct of research (Werner, 2012) to systems that aim to rapidly disseminate research evidence and “best practice” findings.”
BackgroundContent Usage and the Most Frequently Read Articles by Issue in 2012
Lupo, P., Neale, A. V., & Bowman, M. A. (2013) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2013.03.130101 · Cited by 2 · see citing works
Mehta, P., Taylor, J., Morgan, N., Stubbs, P., & Verhagen, A. P. (2025) · Physical Therapy Reviews · doi:10.1080/10833196.2025.2565534
Handyside, L., Cameron, J., & Freeman, C. R. (2025) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2025.10.004 · Cited by 1 · see citing works
- Authors
- Werner, J. J.
- Affiliations
- Case Western Reserve University (US)
- Corresponding author
- Werner, J. J.
- Venue
- The Journal of the American Board of Family Medicine
- Published
- 2012-09-01
- Volume
- 25
- Issue
- 5
- Pages
- 557-559
- ISSN
- 1557-2625 (ISSN-L)
- 1558-7118
- PMC
- PMC4120825
- OpenAlex
- W2138434242
- Cited by
- 14
- References
- 17
- Citations by year
- 2025: 2 · 2022: 2 · 2020: 1 · 2018: 2 · 2017: 1 · 2015: 2 · 2014: 1 · 2013: 3
- FWCI
- 3.41
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Journal of the American Board of Family Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (UL1TR000439)
- National Cancer Institute (P30CA043703)
- National Center for Advancing Translational Sciences
- Topics
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- practice-based research networks, community practice, Agency for Healthcare Research and Quality, family medicine research
- MeSH terms
- Health Services Research, Humans, Primary Health Care, Community Networks
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