Sampling methods
Identify the bias
Statistical Question?
Statistical calculations
Vocab
100

A survey in which each member of the population has a chance of being chosen to participate

What is a random sample?

100

Surveying 1000 people, but getting only 15 responses 

What is nonresponse?

100

A question that can have multiple numerical responses is called _.

What is statistical?

100

The sum of values divided by the number of items

What is mean?

100

A small group used to represent an entire group of interest

What is sample?

200

Surveying every student who has your same lunch

What is convenience sampling?

200

Asking visitors to a website to complete an online survey 

What is undercoverage?

200

What is the average amount SJC students spend on lunch each day? Statistical or non-statistical? Why?

What is statistical? Answers can vary depending on students asked.

200

A sample of BUSI 1301's  tests has a mean of 89%. If the standard deviation of the scores is 2.4%, what is the margin of error?

What is 4.8%?

200

Information gathered about every member of a population

What is census?

300

Writing all students' names on slips of paper then drawing 20 student names from a hat

What is random sample? 

300

The manager of Target surveying customers about their favorite retail store 

What is response bias?

300

How many students at SJC South drove themselves to school today? Statistical or not? Why?

What is non-statistical? There will be one only answer to this question.

300

The sample proportion of SJC students with tattoos is 5% with a 1.5% margin of error. What is a reasonable range (interval) of students that could have tattoos?

What is between 3.5% and 6.5%?

300

Additional variable(s) that may confuse the result of an experiment

What is confounding variables?

400

Sending a Google Form to every student inviting them to complete a survey on dress code 

What is voluntary response?

400

Surveying 5 freshman about the athletic training facilities

What is undercoverage?

400

A random sample of 15 members of Mrs. McKinleys SJC students in Fall 2025 were surveyed about the safety at SJC. Identify the sample and population in this scenario.

What is sample - 15 members of Mrs. McKinley's mentor group; population - all of SJC  students.

400
If 3.4% of simulated trials result in a mean difference greater than the experimental mean difference. Is this result statistically significant? What does this mean in the context of the experiment?

What is yes, the value is significant. This implies that the treatment had an effect.

400

A study in which subjects are watched and data is recorded without any outside influence or change

What is observational?

500

What is the first step in using a random number generator (RNG) to choose participants in a study?

What is assigning each member of the population a number?

500

In your own words, describe the meaning of bias.

What is having a tendency toward an opinion, often leading to an unfair or misleading result?

500

Create your own statistical question.

Hint: is there more than one response that can be given?

500

An experiment is designed to test the effectiveness of a new drug on patient weight loss. The mean difference between the control group and the treatment group is 3.5 pounds. One hundred-fifty simulations were done. Nine of the simulations had mean differences greater than 3.5. Did the new medication cause increased weight loss? Explain.

What is No, since 9/150 is 0.06 (6%), 3.5lbs is not statistically significant. This result could have happened by chance, not necessarily as a result of the new drug.

500

When a participant responds positively to a fake treatment

What is placebo effect?