ArticleHealth promotion perspectives2011
Approaches to Recruiting 'Hard-To-Reach' Populations into Re-search: A Review of the Literature.
Article in Health promotion perspectives, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 195 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
195 citing papers in PubMed, 1 synthesis or guideline pooled it.
- How does hard-to-reach status affect antiretroviral therapy adherence in the HIV-infected population? Results from a meta-analysis of observational studies.BMC public health · 2019Pooled it
- An evaluation of paid social media advertising and traditional advertising for addiction research recruitment.Drug and alcohol dependence · 2025Trial
- Comparing Social Media and In-Person Recruitment: Lessons Learned From Recruiting Substance-Using, Sexual and Gender Minority Adolescents and Young Adults for a Randomized Control Trial.JMIR public health and surveillance · 2021Trial
- Recruitment and retention of participants from socioeconomically deprived communities: lessons from the Awareness and Beliefs About Cancer (ABACus3) Randomised Controlled Trial.BMC medical research methodology · 2020Trial
- Using qualitative and community-based engagement approaches to gain access and to develop a culturally appropriate STI prevention intervention for foreign female entertainment workers in Singapore.Globalization and health · 2018Trial
- The Feasibility of Health Trainer Improved Patient Self-Management in Patients with Low Health Literacy and Poorly Controlled Diabetes: A Pilot Randomised Controlled Trial.Journal of diabetes research · 2016Trial
- Working conditions and mental health of employees suffering from common mental disorders in Germany with special consideration to the migration generation.BMC psychology · 2026Article
- Development and validation of a minimum data set for total joint arthroplasty registries.BMC musculoskeletal disorders · 2026Article
- Mpox Vaccination Willingness, Concern Profiles, and Associated Factors Among Men Who Have Sex with Men in Changsha, China.Vaccines · 2026Article
- A continuum of disconnection: the impacts of safer supply program closures on continuity of care, transition, and total loss of service access.Harm reduction journal · 2026Article
- Inuit experiences of and expertise on the 21st-century tuberculosis epidemic in Nunavik, Quebec: a qualitative community-based participatory study.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2026Article
- Sociodemographic and Mental Health Characteristics of Adults with Different Gender Trajectories.Archives of sexual behavior · 2026Article
- A mixed-methods approach to understanding pharmacists' experiences with the CANRISK diabetes risk questionnaire and user guide.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2026Article
- Enhancing Participation in Alzheimer's Research: A Comparative Study of Community Health Worker -Led and Digital Recruitment Strategies in Hispanic/Latino Communities.Journal of racial and ethnic health disparities · 2026Article
- A systematic review of economic evaluations of community-based healthcare interventions for neurodisability management.Health economics review · 2026Review
- "Am I the only one who will Spread the Virus?": Impact of Public Stigma Towards the East Asian Population Living in Spain Related to COVID-19.Journal of racial and ethnic health disparities · 2026Article
- A comprehensive assessment of health hazards faced by people experiencing unsheltered homelessness in Denver, Colorado (October - November 2023).BMC public health · 2026Article
- Estimating the risk of post-COVID condition in deprived communities, migrants and ethnic minorities in England: findings from Virus Watch-a prospective community cohort study.Journal of epidemiology and community health · 2026Article
- Balancing ethical and practical dilemmas: feasibility of a cluster randomised internal pilot trial of Teaching Recovery Techniques with accompanied refugee children in Sweden.Pilot and feasibility studies · 2026Article
- 'A labyrinth with no way out'-the conceptualization of mental distress among Arabic-speaking refugee youth: a qualitative study.Frontiers in psychology · 2026Article
135 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background'Hard-to-reach' is a term used to describe those sub-groups of the population that may be difficult to reach or involve in research or public health programmes. Application of a single term to call these sub-sections of populations implies a homogeneity within distinct groups, which does not necessarily exist. Different sampling techniques were introduced so far to recruit hard-to-reach populations. In this article, we have reviewed a range of ap-proaches that have been used to widen participation in studies.
methodsWe performed a Pubmed and Google search for relevant English language articles using the keywords and phrases: (hard-to-reach AND population* OR sampl*), (hidden AND population* OR sample*) and ("hard to reach" AND population* OR sample*) and a consul-tation of the retrieved articles' bibliographies to extract empirical evidence from publications that discussed or examined the use of sampling techniques to recruit hidden or hard-to-reach populations in health studies.
resultsReviewing the literature has identified a range of techniques to recruit hard-to-reach populations, including snowball sampling, respondent-driven sampling (RDS), indigenous field worker sampling (IFWS), facility-based sampling (FBS), targeted sampling (TS), time-location (space) sampling (TLS), conventional cluster sampling (CCS) and capture re-capture sampling (CR).
conclusionThe degree of compliance with a study by a certain 'hard-to-reach' group de-pends on the characteristics of that group, recruitment technique used and the subject of inter-est. Irrespective of potential advantages or limitations of the recruitment techniques reviewed, their successful use depends mainly upon our knowledge about specific characteristics of the target populations. Thus in line with attempts to expand the current boundaries of our know-ledge about recruitment techniques in health studies and their applications in varying situa-tions, we should also focus on possibly all contributing factors which may have an impact on participation rate within a defined population group.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.