Related Experiment Video
Updated: Nov 20, 2025

09:36
Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
27.5K
Do fit kids have fit parents?
Rachel C Colley1, Janine Clarke2, Caroline Y Doyon2
1Health Analysis Division, Statistics Canada, Ottawa, Ontario.
Health Reports
|January 21, 2021
Summary
Parent and child physical fitness levels show a positive association, with modest improvements in children linked to higher parental fitness scores. Associations varied based on the specific fitness component and the sex of the parent and child.
Area of Science:
- Public Health
- Human Kinetics
- Biostatistics
Background:
- Physical fitness is a key health indicator for children and adults.
- Understanding the intergenerational transmission of physical fitness is crucial for public health strategies.
- Child-parent relationships in physical fitness are under-examined.
Purpose of the Study:
- To analyze the associations between child and parent physical fitness measures.
- To investigate how cardiorespiratory fitness, muscular strength, and flexibility correlate within child-parent dyads.
- To explore variations in these associations based on the sex of the child and parent.
Main Methods:
- Utilized data from three cycles of the Canadian Health Measures Survey (2007-2017).
- Included biological child-parent dyads with measured physical fitness components: cardiorespiratory fitness (CRF), muscular strength, and flexibility.
- Employed descriptive, correlation, and regression analyses to examine dyadic relationships.
Main Results:
- Weak to moderate correlations were found between child and parent measures for CRF (R=0.12), muscular strength (R=0.23), and flexibility (R=0.22).
- Positive associations were confirmed via regression analyses for all fitness components (p<0.05).
- Specific associations varied by dyad type: CRF in mother-son dyads; muscular strength in all but father-son dyads; flexibility in mother-son and father-son dyads.
Conclusions:
- A significant positive association exists between parent and child physical fitness.
- The strength and presence of these associations are influenced by the specific fitness component and the sex of the parent and child.
- Findings highlight the potential for familial influence on children's physical fitness trajectories.
More Related Videos
Related Concept Videos
Coefficient of Correlation
7.5K
The correlation coefficient, r, developed by Karl Pearson in the early 1900s, is numerical and provides a measure of strength and direction of the linear association between the independent variable x and the dependent variable y.
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...
7.5K
Correlations
35.3K
Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
35.3K
Inclusive Fitness
36.7K
Most altruistic behavior—in which one animal helps another at a cost to themselves—occurs between relatives. Scientists think these altruistic behaviors evolved because they increase the inclusive fitness of the animal providing help.
36.7K
Correlation
13.6K
In statistics, two variables are said to be correlated if the values of one variable are associated with the other variable. Depending on the relationship between two variables, correlation can be of three types– positive correlation, negative correlation, and zero correlation.
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
13.6K
Correlation and Regression
2.8K
In statistics, correlation describes the degree of association between two variables. In the subfield of linear regression, correlation is mathematically expressed by the correlation coefficient, which describes the strength and direction of the relationship between two variables. The coefficient is symbolically represented by 'r' and ranges from -1 to +1. A positive value indicates a positive correlation where the two variables move in the same direction. A negative value suggests a...
2.8K
Regression Toward the Mean
6.6K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.6K

