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Mass Balance Principle
Homeostasis is achieved by balancing inflows and outflows of a mass within a body compartment; at steady state, inflow equals outflow.
Flow Principle
Flow of a substance equals the energy gradient times the conductance: Flow = (High energy − Low energy) × Conductance.
Inflow
Mass entering a compartment.
Outflow
Mass leaving a compartment.
Energy Gradient
Driving difference in energy content across a barrier that causes flow, such as a concentration gradient.
Conductance
Ease with which flow occurs for a given gradient; higher conductance means greater flow; inverse is resistance.
Resistance
Opposition to flow; the greater the resistance, the smaller the flow for a given gradient.
Feed-forward Control
Anticipatory regulation that minimizes disturbance to homeostasis (e.g., early ventilation increase at exercise onset).
Feed-back Control
Regulation based on current values detected by sensors to return toward a set point.
Set Point
Target value that a controlled parameter is regulated around.
Sensor
Detector of the current value of a regulated parameter.
Controller
Regulatory center (often the brain) that compares current value to the set point and activates effectors.
Elastic Recoil
Tissues’ tendency to return to their original size after expansion, e.g., lungs during breathing.
Homeostasis
Maintenance of a relatively stable internal environment despite external changes.
Interstitial Space
Fluid-filled space between cells.
Intracellular Space
Fluid inside cells; site of many cellular processes, including ATP use.
ATP
Adenosine triphosphate; the energy currency of the cell.
VO2 Max
Highest rate of oxygen uptake during maximal exercise; a measure of aerobic capacity (units typically ml·kg−1·min−1 or L·min−1).
VO2 Peak
Highest VO2 reached during an incremental test; may not equal true VO2 max.
Anaerobic Threshold
Intensity at which metabolism shifts from primarily aerobic to anaerobic; definitions vary and are debated.
Normal Distribution
Bell-shaped distribution where most values cluster around the mean; ~95% of values lie within ±2 SD.
Skewed Distribution
Asymmetric distribution where most values cluster away from the center; mean and median differ.
Descriptive Statistics
Statistics that describe data (e.g., mean, median, mode; variance; SD; SEM).
Mean
Average value; measure of central tendency.
Median
Middle value in an ordered data set.
Mode
Most frequently occurring value in a data set.
Variance
Average squared deviation from the mean; a measure of dispersion.
Standard Deviation
Spread of data around the mean; square root of the variance.
Standard Error of the Mean
Estimate of how far the sample mean is likely to be from the population mean; reflects precision.
Inferential Statistics
Methods to infer population-level conclusions from sample data (e.g., tests of significance, p-values).
Paired t-test
Statistical test comparing means of two related samples to determine if they differ.
p-value
Probability that observed differences could occur by chance under the null hypothesis; common threshold is 0.05 for significance.
Correlation Coefficient (r)
Measure of linear relationship between two variables; ranges from −1 to 1; r² indicates explained variance.
External Validity
Extent to which study results generalize beyond the study sample.
Reliability
Reproducibility of a measurement across repeated trials.
Validity
Accuracy of a measurement: whether it measures what it is intended to measure; also relates to generalizability (external validity).
Units and Notation (dot notation)
In exercise physiology, the dot denotes rate (e.g., V̇O2; ml·min−1); units like ml·kg−1·min−1 are used for relative measures.
V̇O2 (Rate of Oxygen Uptake)
Volume of oxygen consumed per unit time; typically expressed as L·min−1 or mL·min−1.
V̇O2 Max vs Absolute/Relative
Absolute VO2 max is in L·min−1; relative VO2 max is in mL·kg−1·min−1 (accounts for body mass).
Hemoglobin-Oxygen Binding (Hb-O2) Sigmoidal Curve
Oxygen saturation of hemoglobin increases in an S-shaped (sigmoidal) fashion with increasing PO2.
Partial Pressure (PO2, PCO2)
PO2 is the driving force for O2 diffusion; PCO2 is the driving force for CO2 diffusion in blood.
Sigmoidal Relationship
S-shaped relationship where small changes in the independent variable produce large changes in the dependent variable in the mid-range.
Exponential Relationship
Change that is proportional to the current value; characterized by a time-constant (τ) and half-time.
Half-time
Time required for a quantity to reach half of its initial value in an exponential process.
Time-Constant (τ)
Time to reach about 63.2% of the total change; used to describe VO2 kinetics and other exponential processes.
Steady-State (SS)
A constant level of a variable after an initial transient during exercise or other stimulus.
Curve-Fitting and Least Squares
Statistical method to fit a chosen curve (linear, exponential, sigmoidal) to data by minimizing the sum of squared deviations (least squares).
Line of Best Fit/Linear Regression
Best straight-line approximation to data: y = mx + b; m is slope, b is intercept.
External vs Internal Validity
External validity concerns generalizability; internal validity concerns study design and causality within the sample.
Measurement Calibration
Process of ensuring measurement tools provide accurate, consistent values.
Gatorade Sport Science Institute (GSSI)
Organization providing sports science resources and research related to hydration and performance.
Canadian Society for Exercise Physiology (CSEP)
Canadian professional organization offering certifications and guidelines in exercise physiology.
Ergogenic Aids
Substances or methods claimed to enhance physical performance (e.g., caffeine, steroids, training).