Evidence map›Paper›PMID 40817111›Full record

ArticleBMC public health2025

Individual-level characteristics and geospatial factors associated with cervical cancer screening participation in Alberta, Canada: a population-based cross-sectional study.

Jessica Law, Geneviève Jessiman-Perreault, Amanda Alberga Machado, Linan Xu, Bonnie Chiang, Huiming Yang, Lisa Allen Scott, Rizwan Shahid, Curtis Mabilangan, Alvin Li and 2 more

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
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

12 authors.

Jessica LawProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Geneviève Jessiman-PerreaultProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Amanda Alberga MachadoProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Linan XuScreening Programs, Provincial Population and Public Health, Alberta Health Services, 10101 Southport Rd SW, Calgary, AB, T2W 3N2, Canada.
Bonnie ChiangScreening Programs, Provincial Population and Public Health, Alberta Health Services, 10101 Southport Rd SW, Calgary, AB, T2W 3N2, Canada.
Huiming YangScreening Programs, Provincial Population and Public Health, Alberta Health Services, 10101 Southport Rd SW, Calgary, AB, T2W 3N2, Canada.
Lisa Allen ScottProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Rizwan ShahidHealth Services Research and Innovation - Primary Health Care, Alberta Health Services, Southport Tower, 10301 Southport Lane SW, Calgary, AB, T2W 1S7, Canada.
Curtis MabilanganProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Alvin LiProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.
Kamala AdhikariProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada. Kamala.AdhikariDahal@albertahealthservices.ca.
Gary TeareProvincial Population and Public Health, Alberta Health Services, Holy Cross Centre, 2210 2 St SW, Calgary, AB, T2S 3C3, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCervical cancer is the fourth most common cancer in women worldwide. Effective primary prevention with human papillomavirus vaccination and secondary prevention with screening can prevent most cervical cancer cases. Cervical cancer screening uptake varies among women in underserved populations. Research that adds to the understanding of the individual and geographic area-level characteristics of women and their screening status is valuable for public health intervention planning. This study aimed to identify these characteristics related to cervical cancer screening status.

methodsThe study population included women between the ages of 28 to 69 years in Alberta. Data was extracted from administrative health data sources and linked to the Alberta Cervical Cancer Screening Program database to determine screening status. Descriptive bivariate analysis was conducted to describe variations in cervical cancer screening statuses and individual-level sociodemographic, health system factors, and geographic characteristics. Multinomial logistic regression analysis was conducted to investigate the relationship between these characteristics and screening participation. Geospatial analyses including heat maps were used to visualize variation in screening participation across the province. Getis-Ord Gi* hot-spot analysis was used to determine the location and magnitude of spatial autocorrelation.

resultsThe study included 933,965 eligible women. Compared with those who are currently up-to-date for screening, those who have no record of screening tend to be older (OR: 3.63; 95% CI: 3.57 to 3.70), reside in the South Zone (OR: 1.51; 95% CI: 1.47 to 1.55), were health system non-users (OR: 2.95: 95% CI: 2.86 to 3.04), did not see a general practitioner (OR: 13.86; 95% CI: 13.32 to 14.43), or had no usual provider of care (OR: 3.227; 95% CI: 3.141 to 3.315). There are statistically significant hot spots of women who are overdue or have no record of cervical cancer screening in the North, Central, and Calgary Zones.

conclusionsThis study found that cervical cancer screening participation varied across geographical, health system and sociodemographic characteristics and identified clusters of regions with higher proportions of women who are under-screened in Alberta, Canada. Overall, these findings will help inform the design of interventions that aims to improve cervical cancer screening participation among underserved groups.

Indexed as

Early Detection of CancerMass ScreeningUterine Cervical NeoplasmsAdultAgedAlbertaCross-Sectional StudiesFemaleHumansMiddle Aged(3–10): cervical cancerCancer screeningEpidemiologyHot-spotSpatial analysis

Identifiers

PMID40817111
PMCPMC12355785

What OpenQuestion holds

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LicenceCC BY
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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.