What are types of probability sampling


Discuss the below:

Review the Book to answer the questions :

Bachman, R.D., Schutt, R.K., and Plass, P.S. (2017). Fundamentals of Research in Criminology and Criminal Justice: With Selected Readings. Thousand Oaks, CA: Sage Publications, Inc.

Chapter - Sampling

Define each of the following, and be able to identify them in examples.

Sample

Population

Elements (cases)

Sampling framing

Explain the relationship between generalizability and sampling, and representativeness and sampling.

Define and describe probability sampling methods.

Define and describe each of the following types of probability sampling. Be able to determine when to use, as well as the advantages and disadvantages of both.

Simple random sampling

Systematic random sampling

Stratified random sampling

o Proportionate stratified sampling

o Disproportionate stratified sampling

Multistage cluster sampling

Define and describe nonprobability sampling methods.

Define and describe each of the following types of nonprobability sampling. Be able to determine when to use, as well as the advantages and disadvantages of both.

Availability sampling

Quota sampling

Purposive sampling

Snowball sampling

Chapter - Causation and Experiments

Identify and describe the five (5) criteria that should be considered when exploring whether a causal connection exists. Also, know which three (3) are considered necessary and most important for identifying a causal effect.

Define and describe true experiments. Identify and describe their three (3) core features. Be able to determine when to use, as well as the advantages and disadvantages of both.

Define quasi-experimental designs. Also, define and describe two (2) common types of quasi-experimental designs - nonequivalent control groups and before-and-after designs (i.e., time series design). Be able to determine when to use, as well as the advantages and disadvantages of both.

Define and describe the following threats to internal validity (concern conclusions about causality). Be able to identify in scenarios, and know which designs each are most commonly associated with.

Selection bias

Endogenous change

External events

Define and describe the features of the following types of nonexperimental designs - cross-sectional, repeated cross-sectional, and longitudinal. Be able to determine when to use, as well as the advantages and disadvantages of each.

Chapter - Survey Research

Define survey research. Discuss why it is attractive.

Consider writing survey questions.

Define and describe open-ended and close-ended questions. Be able to determine when to use, as well as the advantages and disadvantages of each.

Discuss the importance of clear and meaningful survey close-ended question construction, particularly how it relates to following. Be able to identify these problems.

o Confusing phrasing and vagueness

o Negatives and double-negatives

o Double-barreled questions

Discuss the importance of clear and meaningful survey close-ended question construction, as it relates to the following. Be able to identify these in examples.

o Mutually exclusive response choices

o Exhaustive response categories

o Likert-type response categories

Define and describe the features of each of the following survey designs. Be able to determine when to use, as well as the advantages and disadvantages of each.

Mailed (self-administered) surveys

Group-administered surveys

Telephone surveys

In-person interviews

Electronic surveys

Discuss the ethical issues in survey research.

Chapter - Qualitative Methods

Define qualitative methods. Describe the features of qualitative research (i.e., field research).

Define and describe the features of the following qualitative research designs. Be able to determine when to use, as well as the advantages and disadvantages of each.

Participant observation

o Complete observation

o Participant and observation

o Covert participation

Intensive interviewing

Focus groups

Discuss the importance of building and maintaining relationships, documenting personal experiences and managing the personal dimensions when conducting qualitative research.

Discuss the ethical issues in qualitative research.

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