Relative risk
Probability of an event (ex. cancer) in exposed (ex exercise) group compared to the probability of that event in non exposed (ex no exercise) group
Relative risk example
17% of physically inactive women develop breast cancer, while 1% of physically active women develop breast cancer
RR= 17%/1%
Physically inactive women are 17X more likely to develop breast cancer than physically active women
Randomized control trial
Participants are randomly allocated to receive one of the other treatments under study
Studies risk factors (ex. blood pressure, insulin resistance etc.)
Types of randomized control trials
Efficacy trial
Concerned with what happens when you exercise (internal validity)
Measures a trait under ideal settings
Ex. Does exercise reduce risk of morbidity and motality?
Effectiveness trial
Concerned with behaviour change (external validity)
Measures translation of traits to real-world setting
Ex. How can we get people to regularly adopt and sustain PA?
Prospective cohort study
Follows of a group of individuals over time who differ with respect to certain factors under study to determine how these factors effect a certain outcome (ex cancer, morality, diabetes)
Strengths of a prospective cohort study
Large sample
Generalizable
Multiple outcomes can be studied
Limitations of a prospective cohort study
Expensive
Confounding variables
Changes in exposure (diff levels of PA)
Principal assertion of 24 hour movement guidelines
The composition of movement behaviours (sleep, sedentary, behaviour, physical activity) are mutually exclusive (the behaviours co-exist)
If you change one behaviour anther behaviour must change
Provide opportunities to engage in movement behaviours in a way that reflect individuality, variability and personal preferences
Recommendation 1: MVPA
Three key observations of relationship btwn MVPA and all-cause mortality
Hazard ratio
Measure of how often a particular even happens in one group compared to another; estimate of relative risk
Why doesn’t intensity matter in the guidelines?
There is no evidence of an upper threshold effect (the harder you work doesnt determine your hazard ratio of mortality)
Guidelines are based on outcomes (ex. mortality), not risk factors,
Recommendation 2: LPA
Recommendation 3: Sedentary time
Public health implications of guidelines
Dose response relationship btwn MVPA and health outcomes
Dose response relationship btwn LPA and health outcomes
Approaches for integrating movement behaviours
Cardiorespiratory fitness 3 points
Estimating CRF
Association btwn exercise amount and intensity on insulin resistance/ blood glucose
Increasing intensity has more of an effect on 2-hour glucose than increasing amount
Why is CRF a strong predictor of mortality?
Effects risk factors such as cigarette smoking, hypertension, high cholesterol, T2D