Q2 - GAPUZ QUIZ 1

What does research design represent in a research study?

• The method of analyzing data

• The structure or framework for data collection

• The final results of the study

• The hypothesis of the study

Which of the following sampling techniques ensures that every member of the population has an equal chance of being selected?

• Stratified Random Sampling

• Cluster Sampling

• Simple Random Sampling

• Convenience Sampling

In systematic sampling, how are participants selected?

• Randomly from a list of all individuals

• At regular intervals from a sorted list

• By dividing the population into subgroups

• Based on convenience and availability

Which sampling method divides the population into subgroups, ensuring that every subgroup is represented in the sample?

• Simple Random Sampling

• Systematic Sampling

• Stratified Random Sampling

• Snowball Sampling

What type of sampling involves selecting entire subgroups rather than individuals from the population?

• Cluster Sampling

• Stratified Sampling

• Simple Random Sampling

• Quota Sampling

What is the main risk associated with non-probability sampling methods?

• Difficulty in collecting data

• Increased time required for sampling

• Lack of representativeness of the sample

• Too much randomization in the process

In purposive sampling, how are participants selected?

• Based on chance using random generators

• By dividing the population into strata

• Based on the researcher's judgment and expertise

• By selecting every nth participant from a list

Snowball sampling is particularly useful for which kind of population?

• Easily accessible populations

• Hard-to-reach populations

• Homogeneous populations

• Large populations

Which of the following describes quota sampling?

• A predetermined number of participants are selected to meet specific subgroup criteria

• Participants are selected randomly from the entire population

• Individuals volunteer to participate

• Participants are selected based on convenience

In data gathering, what is the main goal of statistical treatment of data?

• To collect data from participants

• To describe how the data will be organized and interpreted

• To create research questions

• To formulate the hypothesis