AP PSYCHOLOGY

RESEARCH METHODS THINKING CRITICALLY WITH PSYCHOLOGICAL SCIENCE

THE SCIENTIFIC METHOD AND DESCRIPTION

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
The best definition of a random sample is
A
A group of participants selected from the population by picking names at random from the phone book
B
A group of participants selected from the population by putting all the names in a hat and drawing them out at random
C
A group of participants selected from the population in such a way that each member has an equal chance of being selected
D
A group of participants selected from the population by means of a random number generator on a computer
Explanation: 

Detailed explanation-1: -Simple random sampling is a type of probability sampling in which the researcher randomly selects a subset of participants from a population. Each member of the population has an equal chance of being selected. Data is then collected from as large a percentage as possible of this random subset.

Detailed explanation-2: -Definition: Random sampling is a part of the sampling technique in which each sample has an equal probability of being chosen. A sample chosen randomly is meant to be an unbiased representation of the total population.

Detailed explanation-3: -A simple random sample takes a small, random portion of the entire population to represent the entire data set, where each member has an equal probability of being chosen. Researchers can create a simple random sample using methods like lotteries or random draws.

Detailed explanation-4: -What Is a Sample? A sample refers to a smaller, manageable version of a larger group. It is a subset containing the characteristics of a larger population. Samples are used in statistical testing when population sizes are too large for the test to include all possible members or observations.

Detailed explanation-5: -1. Random Sampling: In the random sampling method each individual in the population has an equal chance of being selected in the sample. This method is used in a homogeneous population and the selection of one sample does not affect the selection of the previous sample.

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