Definition and research guide
This page combines a MeSH definition, publication statistics and selected research abstracts. It is a starting point for reading the literature, not a medical textbook or a systematic evidence review.
Content available: 3 complete abstracts (788 words), 9 references. Full article text is not stored or reproduced here; follow the PMID, DOI or PMC links to read the original sources and their access terms.
Definition
Criteria and standards used for the determination of the appropriateness of the inclusion of patients with specific conditions in proposed treatment plans and the criteria used for the inclusion of subjects in various clinical trials and other research protocols.
Definition: NLM Medical Subject Headings (MeSH) scope note (Public domain (U.S. National Library of Medicine); attribution requested). View the MeSH record.
Also known as: Selection, Patient; Patient Recruitment; Recruitment, Patient; Selection Criteria; Criteria, Selection; Research Subject Recruitment; Recruitment, Research Subject; Recruitments, Research Subject.
Where it fits in the MeSH classification
- Broader topics
- Research Design; Patient Care Management
- See also
- Health Care Rationing
Research landscape
PubMed indexes 73,068 records tagged with the MeSH heading “Patient Selection” (counts retrieved 2026-10-29). 8,063 of them (11.0%) were published from 2020 onward, and the busiest period so far is 2010-2019 with 29,074 records.
Reviews account for 21,159 records (29.0%) and meta-analyses for 684. Randomized controlled trials number 3,472 (4.8%) as a share of all records on the topic.
Show the data
| Period | Records |
|---|---|
| through 1999 | 10,048 |
| 2000-2009 | 25,883 |
| 2010-2019 | 29,074 |
| 2020 onward | 8,063 |
Publication-type chart data
| Type | Records | Share |
|---|---|---|
| Reviews | 21,159 | 29.0% |
| Meta-analyses | 684 | 0.9% |
| Randomized controlled trials | 3,472 | 4.8% |
Method: PubMed query "Patient Selection"[MeSH Terms] with publication-type and date filters, retrieved 2026-10-29.
Reading the evidence in clinical research
Research methods determine how much a result can be trusted. Randomized trials guard against confounding, systematic reviews and meta-analyses combine many studies, and observational designs are valuable but can show only association. Reporting standards, trial registration and pre-specified outcomes reduce bias. When reading about a method, ask what problem it is designed to solve and which problems it does not solve.
Evidence from open-access studies
These open-access studies come from PubMed’s best-match results for this heading (papers whose main topic it is), ranked here by citation count, with one recent addition. Each abstract is reproduced in full under its recorded open licence so that you can read the authors’ own words. They illustrate the literature; they are not a systematic summary of it. Citation counts measure attention, not reliability or clinical benefit.
| Study / authors | Year | Source label / design | Europe PMC citations | Licence / source |
|---|---|---|---|---|
| Nonregistration, Discontinuation, and Nonpublication of Randomized Trials: A Systematic Review | 2025 | Systematic review Design not recorded in structured metadata | 14 | cc by PMID 40899933 · DOI · PMC12409572 |
| Developing Best Practices for Inclusion in fNIRS Research: Equity for Participants With Afro-Textured Hair | 2026 | Review article Design not recorded in structured metadata | 6 | cc by PMID 41645562 · DOI · PMC12877426 |
| Engaging Chinese and Korean American communities in dementia research: A journey of inclusivity and partnership | 2025 | Research article Design not recorded in structured metadata | 5 | cc by PMID 41104647 · DOI · PMC12531900 |
Nonregistration, Discontinuation, and Nonpublication of Randomized Trials: A Systematic Review [1]
Abstract reading summary — source excerpts
- Opening excerpt
- ImportancePrevious work found that 25% to 30% of randomized clinical trials (RCTs) with protocols approved in 2012 or between 2000 and 2003 were discontinued prematurely, most commonly due to inadequate participant recruitment.
- Closing excerpt
- To mitigate these challenges, requirements enforced by funders and ethics committees also taking into account legal obligations should be considered and empirically evaluated.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (350 words)
ImportancePrevious work found that 25% to 30% of randomized clinical trials (RCTs) with protocols approved in 2012 or between 2000 and 2003 were discontinued prematurely, most commonly due to inadequate participant recruitment. To minimize research waste, RCTs should be registered and their results made available.ObjectivesTo assess the fate of RCTs approved by ethics committees in 2016 in terms of nonregistration, discontinuation, and nonpublication, and to examine RCT characteristics associated with discontinuation due to poor recruitment and nonpublication of RCT results.Evidence reviewAs a prespecified project of the Adherence to SPIRIT Recommendations (ASPIRE) study, this systematic review had access to 347 RCT protocols approved in 2016 by research ethics committees in the UK, Switzerland, Germany, and Canada. Eligible RCTs were defined as prospective studies randomly assigning participants to interventions to study effects on health outcomes. RCTs were excluded that never started, were ongoing at time of follow-up, were duplicates, or were labeled as pilot, feasibility, or phase 1 trials. Key trial characteristics were extracted from the approved trial protocols. In July 2024, pairs of reviewers systematically searched for trial registrations and results publications. When the status of either was unclear, the corresponding ethics committee or the principal investigator was contacted for clarification.FindingsOf 347 included RCTs, 20 (5.8%) were unregistered, 108 (31.1%) were discontinued, most often due to poor recruitment (49 [45.4%]), and 276 (79.5%) made their results publicly available. Results from industry-sponsored trials were more often available than non-industry-sponsored trials (166 of 181 [92.3%] vs 110 of 166 [66.3%]). This difference was attributable to a higher prevalence of industry-sponsored trials that reported results in trial registries (153 of 181 [84.5%]) vs nonindustry RCTs (17 of 166 [10.2%]). Multivariable logistic regression indicated that industry-sponsored trials were less frequently discontinued due to poor recruitment than non-industry-sponsored RCTs (adjusted odds ratio, 0.32 [95% CI, 0.15-0.71]).Conclusions and relevanceFindings from this systematic review indicated that nonregistration, premature discontinuation due to poor recruitment, and nonpublication of RCT results remained major challenges, especially for non-industry-sponsored trials. To mitigate these challenges, requirements enforced by funders and ethics committees also taking into account legal obligations should be considered and empirically evaluated.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 40899933 · DOI · PMC12409572
Developing Best Practices for Inclusion in fNIRS Research: Equity for Participants With Afro-Textured Hair [2]
Abstract reading summary — source excerpts
- Opening excerpt
- Functional near-infrared spectroscopy (fNIRS) is a popular optical neuroimaging method; however, participants with Afro-textured (i.
- Closing excerpt
- We conclude with recommendations for increasing awareness of racial bias in neuroimaging, greater diversity in research teams, and a more inclusive approach for working with diverse populations.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (197 words)
Functional near-infrared spectroscopy (fNIRS) is a popular optical neuroimaging method; however, participants with Afro-textured (i.e., dark, coarse, curly) hair are often excluded due to difficulty obtaining sensor-scalp contact. Grounded in lived experience and sociocultural literature, we aimed to develop and evaluate culturally responsive best practices for participant interaction and hair preparation to increase Black participant inclusion in fNIRS research. First, we developed an intake survey, guidelines for researcher staffing and training, and a suite of customizable hair preparation techniques that prioritize participant comfort and hair integrity. We then evaluated these techniques with 19 Black participants (11 adults, eight children) with varying hair types/styles; methods included braiding cornrows around the intended optode montage, using gels and clips to part hair, and various ways of increasing tension to promote sensor-scalp contact. On average, signal quality improved by 50%, with the greatest improvements in anterior regions. While signal quality was not perfect, it was generally improved to the point of acceptability and inclusion in a racially/ethnically diverse dataset (with hair type/color as covariates). We conclude with recommendations for increasing awareness of racial bias in neuroimaging, greater diversity in research teams, and a more inclusive approach for working with diverse populations.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41645562 · DOI · PMC12877426
Engaging Chinese and Korean American communities in dementia research: A journey of inclusivity and partnership [3]
Abstract reading summary — source excerpts
- Opening excerpt
- IntroductionThe New York University Caregiver Intervention plus Enhanced Support Project is a randomized controlled trial of a family-based psychosocial intervention to enhance social support and reduce cardiometabolic risk for Chinese and Korean American dementia caregivers, using culturally tailored recruitment strategies.
- Closing excerpt
- The iterative adaptation of recruitment methods and tailored messaging to specific ethnic groups ensure the intervention is culturally aligned, enhancing both participation and relevance to the caregivers' unique health and caregiving contexts.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (241 words)
IntroductionThe New York University Caregiver Intervention plus Enhanced Support Project is a randomized controlled trial of a family-based psychosocial intervention to enhance social support and reduce cardiometabolic risk for Chinese and Korean American dementia caregivers, using culturally tailored recruitment strategies.MethodsWe reviewed reflections from research staff, weekly meeting minutes, debriefing sessions, and progress reports, to identify key challenges and approaches to engaging participants.ResultsKey challenges included reluctance to involve family members, dementia stigma, and resistance to involving family. In response, we engaged online communities, partnered with local organizations, participated in events, and adapted recruitment messages to cultural norms. For the Chinese community, we focused on practical skills while for the Korean community, we emphasized caregiving strategies and the personal/social benefits of participation, reducing rejection rates.DiscussionOur findings underscore the importance of culturally tailored recruitment strategies in dementia research. Respectful, sensitive, and culturally informed approaches can significantly enhance engagement and participation.HighlightsCulturally adapted recruitment strategies improve study engagement with Chinese and Korean American dementia caregivers. Community partnerships with local social services agencies are essential for recruitment success. Culturally relevant social media applications were integrated to increase accessibility for study participants. This study uniquely targets and recruits Chinese and Korean American dementia caregivers with metabolic syndrome-related symptoms, incorporating a psychological intervention alongside biomarker data collection. The iterative adaptation of recruitment methods and tailored messaging to specific ethnic groups ensure the intervention is culturally aligned, enhancing both participation and relevance to the caregivers' unique health and caregiving contexts.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41104647 · DOI · PMC12531900
Key reviews and meta-analyses
The most cited review-type papers among PubMed’s best-match results for this heading, listed with bibliographic details only. Follow the links for the full text and access terms.
- Research article Systematic Review and Meta-Analysis of the Magnitude of Structural, Clinical, and Physician and Patient Barriers to Cancer Clinical Trial Participation [4]
- Research article Impact of patient and public involvement on enrolment and retention in clinical trials: systematic review and meta-analysis [5]
- Research article Retention strategies in longitudinal cohort studies: a systematic review and meta-analysis [6]
- Research article Selection bias on intellectual ability in autism research: a cross-sectional review and meta-analysis [7]
- Research article Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis [8]
- Research article Cataract surgical coverage remains lower in women [9]
References
- Speich B, Taji Heravi A, Schönenberger CM, Hausheer L, Gryaznov D, Busse JW, et al.. Nonregistration, Discontinuation, and Nonpublication of Randomized Trials: A Systematic Review. . 2025. PMID 40899933 · DOI · PMC12409572
- Simmons AS, Abdurokhmonova G, Taylor-Robinette EK, Romeo RR. Developing Best Practices for Inclusion in fNIRS Research: Equity for Participants With Afro-Textured Hair. . 2026. PMID 41645562 · DOI · PMC12877426
- Wang J, Qi X, Mittelman MS, Ko E, Pei Y, Leong IT, et al.. Engaging Chinese and Korean American communities in dementia research: A journey of inclusivity and partnership. . 2025. PMID 41104647 · DOI · PMC12531900
- Unger JM, Vaidya R, Hershman DL, Minasian LM, Fleury ME. Systematic Review and Meta-Analysis of the Magnitude of Structural, Clinical, and Physician and Patient Barriers to Cancer Clinical Trial Participation. J Natl Cancer Inst. 2019. PMID 30856272 · DOI · PMC6410951
- Crocker JC, Ricci-Cabello I, Parker A, Hirst JA, Chant A, Petit-Zeman S, et al.. Impact of patient and public involvement on enrolment and retention in clinical trials: systematic review and meta-analysis. BMJ. 2018. PMID 30487232 · DOI · PMC6259046
- Teague S, Youssef GJ, Macdonald JA, Sciberras E, Shatte A, Fuller-Tyszkiewicz M, et al.. Retention strategies in longitudinal cohort studies: a systematic review and meta-analysis. BMC Med Res Methodol. 2018. PMID 30477443 · DOI · PMC6258319
- Russell G, Mandy W, Elliott D, White R, Pittwood T, Ford T. Selection bias on intellectual ability in autism research: a cross-sectional review and meta-analysis. Mol Autism. 2019. PMID 30867896 · DOI · PMC6397505
- Brøgger-Mikkelsen M, Ali Z, Zibert JR, Andersen AD, Thomsen SF. Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis. J Med Internet Res. 2020. PMID 33146627 · DOI · PMC7673977
- Lewallen S, Mousa A, Bassett K, Courtright P. Cataract surgical coverage remains lower in women. Br J Ophthalmol. 2009. PMID 19091848 · DOI
About this article
- Sources
- NLM Medical Subject Headings (definition, synonyms); NCBI PubMed (counts, identifiers); Europe PMC (open-access abstracts and citation counts).
- Verification
- Every reference was resolved against PubMed on 2026-10-31; title, year and DOI matched.
- Review state
- automated source verified; no human expert review has been recorded yet.
- Version
- 1, last updated 2026-10-29.
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Evidence strength
EvidenceHelix's computed view of the study designs behind this topic: how common meta-analyses, randomized trials and reviews are, how recent the literature is, and a plain-language reading. It describes the design mix of the literature. It is not a quality appraisal of any study, and it is not medical advice.