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Table 1 Pre-specification of PreMPoRT predictive variables

From: A study protocol for a predictive algorithm to assess population-based premature mortality risk: Premature Mortality Population Risk Tool (PreMPoRT)

Variable category

Variable

Definition

df1

Health behaviors

Alcohol consumption

3

 Non-drinker

No alcohol consumption in the last 12 months or drink frequency fewer than once a week

 

 Light drinker

Alcohol consumption frequency at least once a week and 0–2 (females) or 0–3 (males) drinks in the previous week

 

 Moderate drinker

3–14 (females) or 4–21 (males) drinks in the previous week

 

 Heavy drinker

≥ 14 (females) or ≥ 21 (males) drinks in the previous week, or binging behavior on a weekly basis (≥ 5 drinks on any occasion)

 

Daily fruit and vegetable consumption

2

 Low consumption

0 to less than 3 times daily

 

 Medium consumption

3 to less than 6 times daily

 

 High consumption

6 or more times daily

 

Cigarette smoking

4

 Non-smoker

Never a smoker or former occasional smoker with < 100 lifetime cigarettes

 

 Former heavy smoker

Former smoker [≥ 1 pack (25 cigarettes)/day]

 

 Former light smoker

Former smoker [< 1 pack (25 cigarettes)/day]

 

 Heavy smoker

Current smoker [≥ 1 pack (25 cigarettes)/day]

 

 Light smoker

Current smoker [< 1 pack (25 cigarettes)/day]

 

Leisure physical activity (kcal/kg/day)

4 knot restricted cubic spline

3

Sociodemographic characteristics and self-perceived measures

Age (years)

5 knot restricted cubic spline

4

Ethnicity

1

 White

  

 Non-white

  

Immigration status

2

 Canadian born

  

 Recent immigrant

Immigrated < 10 years

 

 Non-recent immigrant

Immigrated ≥ 10 years

 

Household income

4

 Quintile 1

Lowest 20%

 

 Quintile 2

  

 Quintile 3

  

 Quintile 4

  

 Quintile 5

Highest 20%

 

Home ownership

1

 Yes

  

 No

  

Education

2

 Less than secondary school graduation

  

 Secondary school graduation

  

 Post-secondary education (complete and partial)

  

Marital status

2

 Single never married

  

 Domestic partner (married/common law)

  

 Widowed/separated/divorced

  

Body mass index (BMI) (kg/m2)

5 knot restricted cubic spline

4

Self-perceived general health

4

 Excellent

  

 Very good

  

 Good

  

 Fair

  

 Poor

  

Self-perceived life stress

4

 Not at all

  

 Not very

  

 A bit stressful

  

 Quite a bit

  

 Extremely stressful

  

Self-perceived community belonging

3

 Very strong

  

 Somewhat strong

  

 Somewhat weak

  

 Very weak

  

Chronic conditions

Physician diagnosed chronic conditions

17

 Including asthma, arthritis, back problems, high blood pressure, migraines, emphysema, chronic obstructive pulmonary disease, diabetes, heart disease, cancer, intestinal ulcers, stroke, urinary incontinence, bowel disease, mood disorder, or anxiety disorder

Yes; no for each individual chronic condition

 

Area-based measures

Rurality

1

 Population center

Population of at least 1000 and a density of ≥ 400 people per square kilometer based on current census population counts

 

 Rural area

Population concentration or densities below the urban threshold based on current census population counts

 

Material deprivation

4

 Quintile 1

Least deprived

 

 Quintile 2

  

 Quintile 3

  

 Quintile 4

  

 Quintile 5

Most deprived

 

Ethnic concentration

4

 Quintile 1

Least concentrated

 

 Quintile 2

  

 Quintile 3

  

 Quintile 4

  

 Quintile 5

Most concentrated

 

Residential instability

4

 Quintile 1

Least unstable

 

 Quintile 2

  

 Quintile 3

  

 Quintile 4

  

 Quintile 5

Most unstable

 

Dependency

4

 Quintile 1

Least dependent

 

 Quintile 2

  

 Quintile 3

  

 Quintile 4

  

 Quintile 5

Most dependent

 
  1. 1Degrees of freedom