Topic module

Sampling and Participants

Compare all six course-specified sampling methods and judge how a sample limits conclusions.

Long-form learning
Concept to Risk to Memory to Check-up

How to study Higher Psychology

Build each answer from accurate psychological knowledge, named evidence, application to behaviour, analysis and justified evaluation.

Core concepts

Concept 1

opportunity sampling

Exam cue: Describe the recruitment procedure, not just the label.

Concept 2

random sampling

Exam cue: Separate random selection from random allocation.

Concept 3

self-selection

Exam cue: Link representativeness to the defined target population.

Concept 4

systematic sampling

Concept 5

quota sampling

Concept 6

stratified sampling

Risk pitfalls and guardrails

Calling convenient recruitment random.

Guardrail: Avoid deterministic claims, unsupported causation and generic evaluation disconnected from the named evidence.

Assuming a large biased sample is representative.

Guardrail: Avoid deterministic claims, unsupported causation and generic evaluation disconnected from the named evidence.

Using quota and stratified sampling interchangeably.

Guardrail: Avoid deterministic claims, unsupported causation and generic evaluation disconnected from the named evidence.

Memory anchors

Opportunity sample

Recruit participants who are available and accessible.

Random sample

Every target-population member has a known chance of selection through a random procedure.

Self-selected sample

Participants volunteer after an invitation or advertisement.

Systematic sample

Select at a fixed interval from an ordered sampling frame after choosing a start.

Quota sample

Recruit until set category proportions are filled, without random selection within each category.

Stratified sample

Randomly sample within population strata in appropriate proportions.

Checkpoint rule

Do the check-up only after you can summarize each concept in one sentence and identify one dangerous pitfall from memory.

Knowledge Check (after reading)

Short check-up to confirm understanding of this module.

Check-up Questions

1-2 question checkpoint

What is opportunity sampling?

What is a strength of opportunity sampling?

Answer all questions to submit.

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