Skip to content
EvidenceHelixEvidenceLib · Scientific Encyclopedia
⌘ K

Scientific library

EvidenceLib encyclopediaAll articles A–Z2,100Open textbooks2Cancer study catalog458How it is made

My workspace this browser

Saved pages0Notes & annotations0

Recently viewed

Explore by field

Cancer and Oncology107Genetics and Genomics95Neuroscience110Cardiovascular Medicine105Immunology90Pharmacology99Molecular Biology100Infectious Diseases102Rare and Inherited Diseases106Clinical Research98Anatomy and Physiology542Drugs and Chemicals546
Plans & pricingCompare EvidenceHelix workspace plans
Library›EvidenceLib›Clinical Research›Patient Selection
Explore more with EvidenceHelix Workspace

Compare studies, analyze evidence and create research reports with premium tools.

Explore Researcher plans

Research reading room

Patient Selection

Clinical Research · NLM MeSH · updated 2026-10-29 · version 1

Citations verified against PubMedNot yet clinician-reviewed9 referencesApproximately 4 min read

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 tri

Table of Contents

1. Definition2. Research landscape3. Reading the evidence4. Open-access studies5. Key reviews6. References7. About this article

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.

PubMed records by publication periodthrough 1999: 10,048 records; 2000-2009: 25,883 records; 2010-2019: 29,074 records; 2020 onward: 8,063 records10,048through 199925,8832000-200929,0742010-20198,0632020 onward
Records in PubMed indexed with this heading, by publication period. Real counts from NCBI E-utilities; the final period covers only part of the current year. Volume reflects how much has been published, not how strong the evidence is.
Show the data
PeriodRecords
through 199910,048
2000-200925,883
2010-201929,074
2020 onward8,063
Share of records by publication typeReviews: 29.0 percent; Meta-analyses: 0.9 percent; Randomized controlled trials: 4.8 percentReviews29.0% (21,159)Meta-analyses0.9% (684)Randomized controlled trials4.8% (3,472)
Share of all PubMed records on this heading that carry each publication type. Types overlap with other records, so the shares do not sum to 100%.
Publication-type chart data
Publication types among 73,068 PubMed records
TypeRecordsShare
Reviews21,15929.0%
Meta-analyses6840.9%
Randomized controlled trials3,4724.8%

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 comparison — selected abstracts, not a systematic review
Study / authorsYearSource label / designEurope PMC citationsLicence / source
Nonregistration, Discontinuation, and Nonpublication of Randomized Trials: A Systematic Review
Speich B, Taji Heravi A, Schönenberger CM, Hausheer L, Gryaznov D, Busse JW, et al.
2025Systematic review
Design not recorded in structured metadata
14cc by
PMID 40899933 · DOI · PMC12409572
Developing Best Practices for Inclusion in fNIRS Research: Equity for Participants With Afro-Textured Hair
Simmons AS, Abdurokhmonova G, Taylor-Robinette EK, Romeo RR
2026Review article
Design not recorded in structured metadata
6cc by
PMID 41645562 · DOI · PMC12877426
Engaging Chinese and Korean American communities in dementia research: A journey of inclusivity and partnership
Wang J, Qi X, Mittelman MS, Ko E, Pei Y, Leong IT, et al.
2025Research article
Design not recorded in structured metadata
5cc by
PMID 41104647 · DOI · PMC12531900

Nonregistration, Discontinuation, and Nonpublication of Randomized Trials: A Systematic Review [1]

Systematic review Speich B, Taji Heravi A, Schönenberger CM, Hausheer L, Gryaznov D, Busse JW, et al. · · 2025 · cited 14 times (Europe PMC)

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]

Review article Simmons AS, Abdurokhmonova G, Taylor-Robinette EK, Romeo RR · · 2026 · cited 6 times (Europe PMC)

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]

Research article Wang J, Qi X, Mittelman MS, Ko E, Pei Y, Leong IT, et al. · · 2025 · cited 5 times (Europe PMC)

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]
    Unger JM, Vaidya R, Hershman DL, Minasian LM, Fleury ME · J Natl Cancer Inst · 2019 · cited 467 times (Europe PMC)
  • Research article Impact of patient and public involvement on enrolment and retention in clinical trials: systematic review and meta-analysis [5]
    Crocker JC, Ricci-Cabello I, Parker A, Hirst JA, Chant A, Petit-Zeman S, et al. · BMJ · 2018 · cited 419 times (Europe PMC)
  • Research article Retention strategies in longitudinal cohort studies: a systematic review and meta-analysis [6]
    Teague S, Youssef GJ, Macdonald JA, Sciberras E, Shatte A, Fuller-Tyszkiewicz M, et al. · BMC Med Res Methodol · 2018 · cited 341 times (Europe PMC)
  • Research article Selection bias on intellectual ability in autism research: a cross-sectional review and meta-analysis [7]
    Russell G, Mandy W, Elliott D, White R, Pittwood T, Ford T · Mol Autism · 2019 · cited 218 times (Europe PMC)
  • Research article Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis [8]
    Brøgger-Mikkelsen M, Ali Z, Zibert JR, Andersen AD, Thomsen SF · J Med Internet Res · 2020 · cited 122 times (Europe PMC)
  • Research article Cataract surgical coverage remains lower in women [9]
    Lewallen S, Mousa A, Bassett K, Courtright P · Br J Ophthalmol · 2009 · cited 113 times (Europe PMC)

References

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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.

See how EvidenceLib is built. Spotted an error? Email support@evidencehelix.com.

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.

Included with the Researcher plan

Reading every article stays free. This computed view is part of the paid plans.

See plans Sign in

Your notes

Notes and highlights stay in this browser only; they are not sent to EvidenceHelix.

Related research topics

  • Research DesignClinical Research
  • Control GroupsClinical Research
  • Random AllocationClinical Research
  • Sample SizeClinical Research
  • Patient SatisfactionClinical Research
  • Clinical ProtocolsClinical Research

All 98 articles in Clinical Research →

At a glance

73,068
PubMed records on this heading
11%
published since 2020
21,159
review articles
3,472
randomized trials
9
verified references below

Counts come from PubMed on 2026-10-29; they show how much has been written, not how strong the evidence is.

Related topics See all →

  • Research DesignClinical Research
  • Control GroupsClinical Research
  • Random AllocationClinical Research
  • Sample SizeClinical Research
  • Patient SatisfactionClinical Research

My notes & annotations (0)

Nothing yet. Select text and press Highlight, or write a note in the Notes tab. Stored in this browser only.

Sources

  • NLM MeSH record ↗
  • PubMed search used ↗

EvidenceLib is a research-education resource, not medical advice. It does not diagnose, prescribe or recommend starting, stopping or changing any treatment. Talk to a qualified clinician about your own situation. Methods, sources and licences · Legal · Support