Exercise Science Notes

The Scientific Method

  1. Observe an occurrence

  2. Make a hypothesis to explain the observation.

  3. Make a prediction based on the hypothesis.

  4. Design a study to test the predictions.

  5. Compare the data collected to the prediction and conclude if the hypothesis was correct or incorrect.

    • If the hypothesis was incorrect, modify it to fit the results.

  6. Repeat steps 3-5 until there are no other explanations for the observation.

Graph Reading

  • A graph is a picture of the relationship between two or more variables.

  • Variables are classified as independent or dependent.

    • Independent Variable: Variable that you think has an effect on other variables (e.g., age, gender, fitness level).

    • Dependent Variable: Outcome(s) that you think are affected by the independent variable (e.g., likelihood of developing heart disease, heart rate during exercise).

  • Extraneous Variables: Assumed to have no impact on the measurements or are accounted for when groups are randomized (e.g. hair/eye color or the number of siblings one has).

  • When graphing, the independent variable is on the X axis (horizontal), and the dependent variable is on the Y axis (vertical).

  • Positive Correlation: As the independent variable increases, so does the dependent variable.

  • Negative Correlation: As one variable increases, the other decreases (also referred to as an inverse correlation).

  • Correlation does not equal causality.

    • Just because there is a correlation does not mean that one factor causes the other.

    • Correlation is often a good starting point for future research.

Study Designs

Experimental Design
  • Involves manipulating one or more independent variables to determine the effect on the dependent variable.

  • Used to help determine causality.

  • Control Group: A group that does not receive the treatment.

    • Important for ensuring the effect is not due to time or natural changes.

  • Placebo: A treatment that looks/feels similar to experimental treatment but has no effect.

  • Blinding: Not revealing to subjects which treatment they have received.

    • Single Blind: Subjects don't know which treatment they receive.

    • Double Blind: Neither subjects nor researchers know which treatment subjects receive. This is generally considered a very strong design.

Observational Design
  • Direct manipulation of independent variables is not done.

  • Subjects are grouped by the independent variable.

  • Types: Cross-sectional, Retrospective, and Prospective.

Cross-Sectional Study
  • People are selected from a population, and both independent and dependent variables are measured at one time.

  • Allows correlation to be made between the variables.

  • Subjects are still chosen from a population, but are divided into two or more groups.

    • Comparisons are made between the means of the groups

Retrospective Study (Case-Control Study)
  • Different levels of the dependent variable are used, and the independent variable is measured retrospectively.

  • Does not allow the establishment of cause, only correlations.

  • Subject to errors and biases.

Prospective Study (Longitudinal Study)
  • Evaluates people over time for both the independent and dependent variables.

Reading the Scientific Literature

  • It is critically important to get information from original sources as often as possible

  • Scientific articles from journals are usually the best sources for accurate, up-to-date information because of peer review.

  • Peer Review: When a scientific article is submitted to a journal editor for publication, it is usually sent to 2-3 experts in the field for review.

    • These experts read the article, evaluate it for scientific merit, accuracy, and bias, and make suggestions for revisions.

Scientific Articles
  • Research Papers: Reports of one or more closely related experiments.

    • Sections: Introduction, Methods, Results, and Discussion.

  • Review Articles: Summarize the current knowledge in a particular topic.

  • Scientific papers are referred to as primary sources and review articles as secondary sources