Related Experiment Video
Updated: Aug 9, 2026

05:59
Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Cross-sectional relationship between diet and physical activity in two southeastern New England communities
C B Eaton1, J B McPhillips, K M Gans
1Department of Family Medicine, Memorial Hospital of Rhode Island, Pawtucket 02860, USA.
American Journal of Preventive Medicine
|July 1, 1995
Summary
Regular physical activity is linked to healthier diets, including more fiber, fruits, and vegetables. This suggests diet may confound the relationship between exercise and chronic disease prevention.
Area of Science:
- Epidemiology
- Nutritional Science
- Public Health
Background:
- The relationship between physical activity and health outcomes is well-established.
- However, the potential confounding effect of diet on this relationship has been under-explored in epidemiological research.
Purpose of the Study:
- To investigate whether health-promoting dietary patterns associated with higher physical activity levels confound the observed relationship between regular physical activity and health.
- To compare the dietary habits of individuals with different levels of physical activity.
Main Methods:
- Cross-sectional evaluation of self-reported physical activity and dietary intake using the Willett Food Frequency Questionnaire.
- Data collected from 2,004 participants in two southeastern New England communities.
- Statistical adjustments for sociodemographic, lifestyle, and physiological factors including age, gender, education, smoking status, survey year, and total caloric intake.
Main Results:
- Individuals engaging in moderate and vigorous physical activity consumed significantly more fiber, vitamins (A, C, D, E), beta-carotene, and calcium compared to sedentary individuals (P < .01).
- More active participants also reported higher consumption of fruits and vegetables (P < .001).
- These associations were consistent across both studied communities.
Conclusions:
- A significant association exists between higher levels of habitual physical activity and healthier dietary patterns.
- Dietary factors may confound the relationship between physical activity and chronic disease risk.
- Further research is warranted to disentangle the independent and interactive effects of diet and physical activity on health.
Related Concept Videos
Dietary Connections
In biological systems, most metabolic pathways are interconnected. The cellular respiration processes that convert glucose to ATP—such as glycolysis, pyruvate oxidation, and the citric acid cycle—tie into those that break down other organic compounds. As a result, various foods—from apples to cheese to guacamole—end up as ATP. In addition to carbohydrates, food also contains proteins and lipids—such as cholesterol and fats. All of these organic compounds are used as energy sources to produce...
Longitudinal Research
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
Cross-Sectional Research
In cross-sectional research, a researcher compares multiple segments of the population at the same time. If they were interested in people's dietary habits, the researcher might directly compare different groups of people by age. Instead of following a group of people for 20 years to see how their dietary habits changed from decade to decade, the researcher would study a group of 20-year-old individuals and compare them to a group of 30-year-old individuals and a group of 40-year-old...
Correlations
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...
Longitudinal Studies
Longitudinal studies are also widely used in other medical and social science fields. For instance, in cardiovascular research, they can monitor patients' health over decades to identify risk factors for heart disease, such as high cholesterol or smoking, and evaluate the long-term effectiveness of preventive measures. Similarly, in mental health studies, researchers might follow individuals from adolescence into adulthood to understand the development and progression of conditions like...

