Evidence map›Paper›PMID 26911388›Full record

ArticleBMC public health2016

Social network characteristics and cervical cancer screening among Quechua women in Andean Peru.

John S Luque, Samuel Opoku, Daron G Ferris, Wendy S Guevara Condorhuaman

Open access · goldAbstract read
In one paragraph

Article in BMC public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 21% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.

  1. Pooled it
  2. Personal Networks and Cervical Cancer Screening among Black Immigrant Women.Journal of racial and ethnic health disparities · 2026
    Article
  3. Article
  4. Review
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  11. The Faces on Our Educational Materials: Real Stories behind the Messages.Journal of cancer education : the official journal of the American Association for Cancer Education · 2018
    Article
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

4 authors at 4 institutions in 2 countries.

John S LuqueDepartment of Public Health Sciences and Hollings Cancer Center, Medical University of South Carolina, 135 Cannon Street, Ste. 303, MSC 835, Charleston, SC, 29425, USA. luquej@musc.edu.
Samuel OpokuGeorgia Southern University, Jiann-Ping Hsu College of Public Health, Statesboro, GA, USA. sopoku@georgiasouthern.edu.
Daron G FerrisAugusta University, GRU Cancer Center, Augusta, GA, USA. dferris@gru.edu.
Wendy S Guevara CondorhuamanCerviCusco, Cusco, Peru. wendy_s14@hotmail.com.
Augusta University Health · USGeorgia Southern University · USMUSC Hollings Cancer Center · USUniversidad Andina del Cusco · PE

Funding

Implementation Evaluation of a Cervical Cancer Screening Initiative in Cusco, PerR03CA173105 · NCI · GEORGIA SOUTHERN UNIVERSITY · PI LUQUE, JOHN S. · 2012 to 2014
$142k
NCI NIH HHS R03 CA173105NCI NIH HHS R03CA173105
6 · The paper itself

Abstract

backgroundPeru has high cervical cancer incidence and mortality rates compared to other Andean countries. Therefore, partnerships between governmental and international organizations have targeted rural areas of Peru to receive cervical cancer screening via outreach campaigns. Previous studies have found a relationship between a person's social networks and cancer screening behaviors. Screening outreach campaigns conducted by the nonprofit organization CerviCusco created an opportunity for a social network study to examine cervical cancer screening history and social network characteristics in a rural indigenous community that participated in these campaigns in 2012 and 2013. The aim of this study was to explore social network characteristics in this community related to receipt of cervical cancer screening following the campaigns.

methodsAn egocentric social network questionnaire was used to collect cross-sectional network data on community participants. Each survey participant (ego) was asked to name six other women they knew (alters) and identify the nature of their relationship or tie (family, friend, neighbor, other), residential closeness (within 5 km), length of time known, frequency of communication, topics of conversation, and whether they lent money to the person, provided childcare or helped with transportation. In addition, each participant was asked to report the nature of the relationship between all alters identified (e.g., friend, family, or neighbor). Bivariate and multivariate analyses were used to explore the relationship between Pap test receipt at the CerviCusco outreach screening campaigns and social network characteristics.

resultsBivariate results found significant differences in percentage of alter composition for neighbors and family, and for mean number of years known, mean density, and mean degree centrality between women who had received a Pap test (n = 19) compared to those who had not (n = 50) (p's < 0.05). The final logistic regression model was statistically significant (χ2 (2) = 20.911, p < .001). The model included the variables for percentage of family alter composition and mean density, and it explained 37.8% (Nagelkerke R(2)) of the variance in Pap test receipt, correctly classifying 78.3% of cases. Those women with higher percentages of family alter composition and higher mean density in their ego networks were less likely to have received a Pap test at the CerviCusco campaigns.

conclusionsAccording to this exploratory study, female neighbors more than family members may have provided an important source of social support for healthcare related decisions related to receipt of a Pap test. Future studies should collect longitudinal social network data on participants to measure the network effects of screening interventions in rural indigenous communities in Latin American countries experiencing the highest burden of cervical cancer.

Indexed as

Social SupportAdultCross-Sectional StudiesEarly Detection of CancerFemaleHumansIndians, South AmericanMiddle AgedPapanicolaou TestPeruResidence CharacteristicsRural PopulationSurveys and QuestionnairesUterine Cervical Neoplasms

Identifiers

PMID26911388
PMCPMC4765061
OpenAlexW2283413640

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.