Evidence map›Paper›PMID 27793191›Full record

ArticleBMC medical research methodology2016

Comparing two sampling methods to engage hard-to-reach communities in research priority setting.

Melissa A Valerio, Natalia Rodriguez, Paula Winkler, Jaime Lopez, Meagen Dennison, Yuanyuan Liang, Barbara J Turner

Registry-linked trialOpen access · goldAbstract readComparative Study
In one paragraph

Article in BMC medical research methodology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02906358 (Evaluating Clinic- and Community-Based Pain Self-Care Programs for Low-Income Hispanics on Opioids), which is not on this map. Cited by 158 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
158citing papers in PubMed, 1 pooled it
52.5field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT02906358 nacompletednot on this map

Evaluating Clinic- and Community-Based Pain Self-Care Programs for Low-Income Hispanics on Opioids

TypeinterventionalSponsorThe University of Texas Health Science Center at San AntonioRan2015 to 2016Enrolled111ConditionsChronic PainArmsCommunity-based pain self-management, Clinic-based pain self-management
3 · Its place in the literature

Who cites it

158 citing papers in PubMed, 1 synthesis or guideline pooled it, 536 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Growing in the Shadow of Mental Illness: Quality of Life, Health Status, Social Functioning, and Health Care Utilization Among Adults to Parents With Severe Mental Illness.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2026
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Observational
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

98 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Melissa A ValerioDepartment of Health Promotion and Behavioral Science, University of Texas School of Public Health in San Antonio, 7411 John Smith Drive, Suite 1100, San Antonio, TX, 78229, USA.
Natalia RodriguezCenter for Research to Advance Community Health (ReACH), University of Texas Health Science Center at San Antonio (UTHSCSA), 7411 John Smith Drive, Suite 1050, San Antonio, TX, 78229, USA.
Paula WinklerCenter for Research to Advance Community Health (ReACH), University of Texas Health Science Center at San Antonio (UTHSCSA), 7411 John Smith Drive, Suite 1050, San Antonio, TX, 78229, USA.
Jaime LopezFrio County AgriLife Extension, 400 S. Pecan Street, Pearsall, TX, 78061, USA.
Meagen DennisonKarnes County AgriLife Extension, 115 N. Market Street, Karnes City, TX, 78118, USA.
Yuanyuan LiangCenter for Research to Advance Community Health (ReACH), University of Texas Health Science Center at San Antonio (UTHSCSA), 7411 John Smith Drive, Suite 1050, San Antonio, TX, 78229, USA.
Barbara J TurnerCenter for Research to Advance Community Health (ReACH), University of Texas Health Science Center at San Antonio (UTHSCSA), 7411 John Smith Drive, Suite 1050, San Antonio, TX, 78229, USA. Turner@uthscsa.edu.
The University of Texas Health Science Center at San Antonio · USPecan Street · USThe University of Texas at San Antonio · US

Funding

Patient-Centered Outcomes Research Institute ME-1303-5729
6 · The paper itself

Abstract

backgroundEffective community-partnered and patient-centered outcomes research needs to address community priorities. However, optimal sampling methods to engage stakeholders from hard-to-reach, vulnerable communities to generate research priorities have not been identified.

methodsIn two similar rural, largely Hispanic communities, a community advisory board guided recruitment of stakeholders affected by chronic pain using a different method in each community: 1) snowball sampling, a chain- referral method or 2) purposive sampling to recruit diverse stakeholders. In both communities, three groups of stakeholders attended a series of three facilitated meetings to orient, brainstorm, and prioritize ideas (9 meetings/community). Using mixed methods analysis, we compared stakeholder recruitment and retention as well as priorities from both communities' stakeholders on mean ratings of their ideas based on importance and feasibility for implementation in their community.

resultsOf 65 eligible stakeholders in one community recruited by snowball sampling, 55 (85 %) consented, 52 (95 %) attended the first meeting, and 36 (65 %) attended all 3 meetings. In the second community, the purposive sampling method was supplemented by convenience sampling to increase recruitment. Of 69 stakeholders recruited by this combined strategy, 62 (90 %) consented, 36 (58 %) attended the first meeting, and 26 (42 %) attended all 3 meetings. Snowball sampling recruited more Hispanics and disabled persons (all P < 0.05). Despite differing recruitment strategies, stakeholders from the two communities identified largely similar ideas for research, focusing on non-pharmacologic interventions for management of chronic pain. Ratings on importance and feasibility for community implementation differed only on the importance of massage services (P = 0.045) which was higher for the purposive/convenience sampling group and for city improvements/transportation services (P = 0.004) which was higher for the snowball sampling group.

conclusionsIn each of the two similar hard-to-reach communities, a community advisory board partnered with researchers to implement a different sampling method to recruit stakeholders. The snowball sampling method achieved greater participation with more Hispanics but also more individuals with disabilities than a purposive-convenience sampling method. However, priorities for research on chronic pain from both stakeholder groups were similar. Although utilizing a snowball sampling method appears to be superior, further research is needed on implementation costs and resources.

Indexed as

Patient SelectionSample SizeAdultAgedChi-Square DistributionChronic PainCommunity-Based Participatory ResearchFemaleFocus GroupsHispanic or LatinoHumansMaleMiddle AgedOutcome Assessment, Health CarePatient ParticipationPersons with DisabilitiesChronic painCommunity-based participatory researchResearch methodsSampling studiesVulnerable populations

Identifiers

PMID27793191
PMCPMC5084459
OpenAlexW2541735118

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.