
Experimental Designs and Sampling
This topic introduces different experimental designs, including independent groups and repeated measures. Students will also evaluate various sampling methods used to select participants.
TL;DR:Once a hypothesis is set, researchers must decide on the best design and sampling method. Students learn about independent groups, repeated measures, and matched pairs designs, evaluating the pros and cons of each. They also explore how to select a representative sample using methods like random, systematic, and stratified sampling.
About This Topic
Once a hypothesis is set, researchers must decide on the best design and sampling method. Students learn about independent groups, repeated measures, and matched pairs designs, evaluating the pros and cons of each. They also explore how to select a representative sample using methods like random, systematic, and stratified sampling.
This topic is crucial for understanding the validity and reliability of psychological research. It teaches students to look critically at who was studied and how the experiment was structured. Students grasp this concept faster through structured discussion and peer explanation of how different designs might lead to different conclusions.
Key Questions
- What are the advantages of a repeated measures design?
- How do researchers select a representative sample?
- What is the difference between random and stratified sampling?
Watch Out for These Misconceptions
Common MisconceptionRandom sampling just means picking people at random on the street.
What to Teach Instead
That is actually 'opportunity sampling.' Random sampling requires that every member of the target population has an equal chance of being chosen, usually via a computer or hat. A 'sampling hat' activity can demonstrate this difference.
Common MisconceptionRepeated measures is always the best design because you need fewer people.
What to Teach Instead
While it uses fewer participants, it can suffer from 'order effects' where people get better or bored. A quick task where students do a puzzle twice can show how 'practice effects' can bias the results.
Active Learning Ideas
See all activities→Simulation Game
Sampling the School
Students are tasked with getting a 'representative sample' of the class. They must try out different methods (random, opportunity, systematic) and compare their results to see which method produced the most diverse and fair group.
Stations Rotation
Design Dilemmas
Set up stations with different research scenarios. At each station, students must choose between independent groups or repeated measures, justifying their choice based on issues like order effects or participant variables.
Inquiry Circle
The Bias Detective
Groups are given famous (or made-up) studies with flawed sampling or designs. They must identify the 'bias' (e.g., only using students) and propose a better sampling method or design to improve the study's validity.
Frequently Asked Questions
What are order effects in psychology?
What is the difference between random and stratified sampling?
Why is a representative sample important?
How can active learning help students understand experimental designs?
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