Study design
Study design is a key component in research methodology that defines the structure, strategy, experimental design, and method to be used in a research study. The design of a study defines the study type (descriptive, correlational, semi-experimental, experimental, review, meta-analytic) and sub-type (e.g., descriptive-longitudinal case study), research problem, hypotheses, independent and dependent variables, experimental design, and, if applicable, data collection methods and a statistical analysis plan. Study design is a framework that combines different components of research in a coherent and logical way, thereby ensuring that the research problem is efficiently handled.
Types of Study Design[edit | edit source]
There are several types of study designs, each with its own strengths and weaknesses.
- Descriptive studies: These are observational studies which describe the characteristics of a population or phenomenon being studied. They can answer questions about "what" or "who" and their outcome measures are often times based on prevalence and incidence.
- Analytical studies: These are designed to test hypotheses. They are often times divided into observational (i.e., cohort studies, case-control studies, and cross-sectional studies) and experimental (i.e., randomized controlled trials).
- Experimental studies: These are studies in which the researcher manipulates some of the conditions and controls others. They can be either a randomized controlled trial or a quasi-experiment.
- Observational studies: These are studies in which the researcher observes the effect of a risk factor, diagnostic test, treatment or other intervention without trying to change who is or isn't exposed to it. Cohort studies and case-control studies are examples of observational studies.
- Longitudinal studies: These involve repeated observations of the same variables over long periods of time.
- Cross-sectional studies: These are observational in nature and are known as descriptive research, not causal or relational, meaning that you can't use them to determine causes of phenomena.
Choosing a Study Design[edit | edit source]
The choice of study design depends on the research question. For example, if the research question is about testing whether a specific intervention influences an outcome, then a randomized controlled trial would be the best design. If the research question is about what factors influence an outcome, then a cohort study or case-control study would be the best design.
See Also[edit | edit source]
References[edit | edit source]
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Contributors: Prab R. Tumpati, MD