Week 2 Readings Flashcards
What is meant by a cause-and-effect conclusion?
Cause and effect is the relationship between two events or situations where the cause is directly responsible for creating the effect.
What is the distribution of a variable?
The pattern of variation
What is a p-value?
The p-value tells you how often a random process would give a result at least as extreme as what was found in the actual study, assuming there was nothing other than random chance at play.
The p-value tells you how likely it is that the result you got happened just by random luck.
We often compare the p-value to some cut-off value (called the level of significance, typically around 0.05). If the p-value is smaller than that cut-off value, then we reject the hypothesis that only random chance was at play here
(P is low REJECT THE HO)
What is random sampling?
In its simplest form, random sampling involves numbering every member of the population and then using a computer to randomly select the subset to be surveyed.
Most polls don’t operate exactly like this, but they do use probability-based sampling methods to select individuals from nationally representative panels.
What is the margin of error?
The expected amount of random variation in a statistic; often defined for 95% confidence level.
Non-random samples are often suspect to bias, what would this cause to happen in our results?
This means that the sampling method would systematically over-represent some segments of the population and under-represent others.
Validity
The degree to which a measure is assessing what it is intended to measure.
Statistical significance
A result is statistically significant if it is unlikely to arise by chance alone.
Reliability
The consistency of a measure.
What is one downside of the laboratory experiment in terms of psychological science?
It carefully controls conditions and their effects, which can yield findings that are out of touch with reality and have limited use when trying to understand real-world behavior
It’s important to conduct research outside the psychology laboratory, within participants’ natural, everyday environments, and reviews existing methodologies for studying daily life
What is a key challenge researchers face when designing a study?
Researchers must balance Internal Validity (making sure the study clearly shows cause and effect) and External Validity (making sure the results can be applied to other settings and larger groups).
Why are internal and external validity difficult to achieve at the same time?
Controlling all factors in a study (for Internal Validity) often creates an artificial setting, making it different from real-world situations. If an experiment is too far from real life, it may limit how useful or generalizable the findings are (External Validity).
This means usually one type of validity is prioritized over another.
What is ecological validity?
Ecological validity refers to how much an effect observed in a study applies to everyday life conditions.
What is the Experience-Sampling Method?
A method where participants report their thoughts, feelings, and behaviors at different moments throughout the day.
What is Ecological Momentary Assessment?
A method that repeatedly samples participants’ real-world experiences, behaviors, and physiology in real time.
What is the Diary Method?
A method where participants fill out a questionnaire at the end of the day about their thoughts, feelings, and behaviors from that day.