Evidence map›Paper›PMID 34078341›Full record

ArticleBMC public health2021

Who or what is to blame? Examining sociodemographic relationships to beliefs about causes, control, and responsibility for cancer and chronic disease prevention in Alberta, Canada.

Kimberley D Curtin, Mathew Thomson, Candace I J Nykiforuk

Open access · goldAbstract read
In one paragraph

Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
2.9field-weighted citation impact, top 9% 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

5 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Low income and health literacy: a systematic scoping review.Archives of public health = Archives belges de sante publique · 2025
    Pooled it
  2. Article
  3. Article
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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

3 authors at 1 institution in 1 country.

Kimberley D CurtinPolicy, Location and Access in Community Environments (PLACE) Research Lab, School of Public Health, Edmonton Clinic Health Academy, University of Alberta, 11405 - 87 Ave, Edmonton, AB, T6G 1C9, Canada.ORCID 0000-0001-6103-9847
Mathew ThomsonPolicy, Location and Access in Community Environments (PLACE) Research Lab, School of Public Health, Edmonton Clinic Health Academy, University of Alberta, 11405 - 87 Ave, Edmonton, AB, T6G 1C9, Canada.ORCID 0000-0002-8155-3840
Candace I J NykiforukPolicy, Location and Access in Community Environments (PLACE) Research Lab, School of Public Health, Edmonton Clinic Health Academy, University of Alberta, 11405 - 87 Ave, Edmonton, AB, T6G 1C9, Canada. candace.nykiforuk@ualberta.ca.ORCID 0000-0002-1017-5475
University of Alberta · CA

Funding

Canadian Partnership Against Cancer 11293CIHR / PHAC / Alberta Innovates CPP 137909
6 · The paper itself

Abstract

backgroundBeliefs about causes and responsibility for chronic diseases can affect personal behaviour and support for healthy policies. In this research we examined relationships between socio-demographics (sex, age, education, employment, political alignment, perceived health, household income, household size) and perceptions of causes and responsibility for health behaviour, chronic disease correlates, and attitudes about cancer prevention and causes.

methodsUsing data from the 2016 Chronic Disease Prevention survey in which participants (N = 1200) from Alberta, Canada responded to items regarding how much they believed personal health behaviours, prevention beliefs, and environmental factors (i.e., healthy eating, physical activity, alcohol, smoking, and where a person lives or works) are linked to getting cancer. Participants also responded to questions about causes and responsibility for obesity, alcohol, and tobacco (i.e., individual or societal). Relationships were examined using multinomial logistic regression on socio-demographics and survey items of interest.

resultsMen (compared to women) were less likely to link regular exercise, or drinking excessive alcohol, to reducing or increasing cancer risk. Similarly, men were less likely to link environmental factors to cancer risk, and more likely to agree that cancer was not preventable, and that treatment is more important than prevention. Finally, men were more likely to believe that alcohol problems are an individual's fault. Left and central voters were more likely to believe that society was responsible for addressing alcohol, tobacco, and obesity problems compared to right voters. Those with less than post-secondary education were less likely to believe that regular exercise, maintaining a healthy body weight, or eating sufficient fruits and vegetables were linked to cancer - or that society should address obesity - compared to those with more education. Households making above the median income (versus below) were more likely to link a balanced diet with cancer and were less likely to think that tobacco problems were caused by external circumstances.

conclusionsThese results provide insight into the importance of health literacy, message framing, and how socio-demographic factors may impact healthy policy. Men, those with less education, and those with less income are important target groups when promoting health literacy and chronic disease prevention initiatives.

Indexed as

Health BehaviorNeoplasmsAlbertaChronic DiseaseExerciseFemaleHumansMaleAttribution theoryCancerChronic disease preventionEtiologyHealthy policyMultinomial logistic regression

Identifiers

PMID34078341
PMCPMC8173791
OpenAlexW3164713411

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.