Scientific Method
Variables and Controls
Statistics and Graphing
Water Properties
Hydrogen Bonding and Polarity
100

What are the six general steps of the scientific method?

Observation, Question, Hypothesis, Experiment, Data Collection, Conclusion

100

Which axis does the independent variable go on in a graph?

X-axis (horizontal)

100

Name the three measures of central tendency.

Mean, Median, Mode

100

What elements make up nearly all living matter?

Carbon, Hydrogen, Oxygen, Nitrogen, Phosphorus, Sulfur

100

What type of bond holds hydrogen to oxygen within a water molecule?

Polar covalent bond

200

What is the difference between a hypothesis and a prediction?

Hypothesis is an explanation for an observation; a prediction is a specific outcome expected if the hypothesis is correct

200

Constants vs. controls — how are they different?

Constants are kept the same in all groups; controls are specific groups used for comparison

200

Which measure of center is best for skewed data sets?

Median (less affected by outliers)

200

Why does water have a high specific heat capacity?

Hydrogen bonds absorb heat, requiring more energy to change temperature

200

What type of bond forms between two water molecules?

Hydrogen bond

300

Why is it important to include a null hypothesis?

It provides a baseline for comparison and allows statistical testing against “no effect”

300

When should you use a positive control? A negative control?

Positive: shows expected effect; Negative: ensures no effect when there should be none

300

What does standard deviation measure?

The average distance of values from the mean (spread of data)

300

Give an example of how water’s high heat of vaporization benefits organisms.

Evaporative cooling helps regulate body temperature (ex: sweating)

300

How does electronegativity affect hydrogen bonding?

The difference in electronegativity between O and H makes water polar, allowing hydrogen bonds to form

400

If standard error bars overlap, what does this mean?

There is no statistically significant difference between the groups

400

In an experiment testing a new antibiotic against S. pyogenes, what would be a good positive control?

Treatment with penicillin

400

How does increasing sample size affect standard error?

Larger sample size decreases standard error

400

Define cohesion and adhesion. Provide one example of each.

Cohesion = water sticking to itself (surface tension); Adhesion = water sticking to other surfaces (capillary action in plants)

400

How do hydrogen bonds give rise to surface tension?

Cohesion of water molecules at the surface creates a "film-like" tension

500

Why do scientists use statistical tests?

To determine if observed differences are due to chance or a real effect

500

Why must only one independent variable be changed?

To ensure the dependent variable changes are due only to the manipulated variable

500

What does it mean if 95% confidence intervals do not overlap?

The difference between means is statistically significant

500

What would happen if O and H had the same electronegativity?

Water would lose polarity, no hydrogen bonds, and properties like cohesion, adhesion, and temperature regulation would be lost

500

Why are hydrogen bonds weaker than covalent bonds, yet biologically important?

Individually weak but collectively strong; allow flexibility in DNA, proteins, and water’s properties