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Table 2 Logistic Regression on relationships between socio-demographic variables and perceptions of links to cancer, and agreement with statements about cancer and the etiology of chronic disease

From: 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

Perceptions of Links to Cancer

Model Covariates

Significant Variables

Odds Ratio (95% Confidence Interval)

Participating in regular exercise

Age, Education, Sex, Health, Household Income

Education

0.70 (0.55–0.90)

Sex

0.73 (0.58–0.92)

Maintaining a healthy body weight

Age, Education, Household Income, and Population Centre

Education

0.63 (0.49–0.80)

Smoking cigarettes

Age, Employment, Sex, Health, Household Income, Household Size, and Population Centre

Using other tobacco products

Age, Education, Employment, Sex, Health, Household Income, and Provincial Vote

Drinking excessive alcohol

Education, Federal Vote, Sex, Health, Household Income, Population Centre, and Provincial Vote

Sex

0.51 (0.37–0.69)

Where a person works

Age, Education, Employment, Federal Vote, Population Centre, Provincial Vote

Where a person goes to school

Employment, Sex, Health, and Household income

Sex

0.68 (0.53–0.88)

Eating a healthy balanced diet

Education, Employment, Sex, Health, and Household Income

Household Income

1.54 (1.17–2.03)

Eating sufficient servings of fruits and vegetables

Education, Employment, and Household Income

Education

0.69 (0.55–0.88)

Exposure to tobacco smoke

Education, Federal Vote, Health, and Provincial Vote

Smoking marijuana

Age, Education, Employment, Federal Vote, Health, Household Income, and Provincial Vote

Age

1.02 (1.01–1.03)

Residing near industrial facilities

Age, Education, Federal Vote, Sex, Household Income, and Provincial Vote

Sex

0.47 (0.31–0.72)

The neighborhood, town or city where a person lives

Age, Education, Employment, Federal Vote, Sex, and Provincial Vote

Sex

0.69 (0.53–0.89)

Perceptions of Cancer Prevention

Model Covariates

Significant Variables

Odds Ratio (95% Confidence Interval)

Most cancers are preventable

Age, Education, Sex, Health, and Population Centre

Cancer prevention only works for young people

Federal Vote, Sex, Household Income, and Provincial Vote

Cancer is just bad luck; it is not preventable

Age, Education, Employment, Federal Vote, Sex, Household Income, and Provincial Vote

Federal Vote Centre

Federal Vote Left

Sex

0.26 (0.11–0.61)

0.23 (0.08–0.66)

1.76 (1.28–2.40)

Cancer treatment is more important than prevention

Age, Education, Employment, Federal Vote, Sex, Household Income, and Provincial Vote

Age

1.01 (1.00–1.02)

Sex

1.52 (1.19–1.95)

Most cancers are caused by genetics

Education, Employment, and Health

Perceptions of Causes and Responsibility for Chronic Disease Related Factors

Model Covariates

Significant Variables

Odds Ratio (95% Confidence Interval)

Alcohol problem - Cause is one’s own fault

Education, Federal, Sex, Household Income, Population Centre, and Provincial Vote

Sex

1.64 (1.29–2.08)

Alcohol problem - Cause is circumstances beyond one’s control

Education, Federal Vote, Health, Household Income, Population Centre, and Provincial Vote

Alcohol problem – Individual’s responsibility to address

Employment, Federal Vote, Sex, Health, Population Centre, and Provincial Vote

Alcohol problem – Society’s responsibility to address

Education, Employment, Federal Vote, Household Income, and Provincial Vote

Provincial Vote Left

3.29 (1.69–6.42)

Tobacco problem - Cause is one’s own fault

Education, Federal Vote, Sex, Household Income, and Provincial Vote

Federal Vote Centre

0.47 (0.27–0.83)

Federal Vote Left

0.29 (0.15–0.57)

Tobacco problem - Cause is circumstances beyond one’s control

Education, Federal Vote, Health, Household Income, and Provincial Vote

Household Income

0.65 (0.47–0.89)

Provincial Vote Centre

3.67 (1.60–8.39)

Tobacco problem - Individual’s responsibility to address

Education, Federal Vote, Sex, Health, Population Centre, and Provincial Vote

Federal Vote Left

0.27 (0.11–0.64)

Tobacco problem - Society’s responsibility

Education, Federal Vote, and Provincial Vote

Obesity problem - Cause is one’s own fault

Age, Federal Vote, Sex, Household Size, and Provincial Vote

Age

0.99 (0.98–0.99)

Federal Vote Left

0.46 (0.24–0.88)

Household Size 4+ Persons

0.57 (0.39–0.83)

Obesity problem - Cause is circumstances beyond one’s control

Federal Vote, Health, Household Income, Household Size, and Provincial Vote

Obesity problem - Individual’s responsibility to address

Age, Employment, Federal Vote, Health, and Provincial Vote

Federal Vote Left

0.33 (0.15–0.73)

Obesity problem - Society’s responsibility

Education, Federal Vote, and Provincial Vote

Education

0.66 (0.49–0.88)

  1. Note. For perceptions of links to cancer, participants were asked, “Please indicate how much you think each of the following items is linked to a person’s chances of getting cancer” which was dichotomized into “linked/not linked”. For statements about cancer and the etiology of chronic disease, participants were asked, “Please indicate your level of agreement with each of the following statements” which was dichotomized into “agree/disagree”