Which research type seeks to identify cause-and-effect relationships and make predictions?

Which research type seeks to identify cause-and-effect relationships and make predictions?

• A. Explanatory research
• B. Descriptive research
• C. Exploratory research
• D. Evaluation research

Answer: (A)

Identifying cause-and-effect relationships and making predictions is what explanatory research is all about. This type goes beyond simply describing what’s observed; it tests hypotheses about how variables influence one another and uses that understanding to forecast outcomes under different conditions. In practice, explanatory studies often involve experiments or rigorous statistical analysis to isolate causal effects rather than just listing features or characteristics. Descriptive research describes who, what, when, and where without explaining why things happen. Exploratory research looks for new ideas and questions when little is known, rather than confirming causal links. Evaluation research focuses on determining the usefulness or effectiveness of a program or intervention, which may involve outcomes but not the general mechanism behind cause and effect. Therefore, explanatory research best fits the goal of identifying causal relationships and making predictions.

Identifying cause-and-effect relationships and making predictions is what explanatory research is all about. This type goes beyond simply describing what’s observed; it tests hypotheses about how variables influence one another and uses that understanding to forecast outcomes under different conditions. In practice, explanatory studies often involve experiments or rigorous statistical analysis to isolate causal effects rather than just listing features or characteristics.

Descriptive research describes who, what, when, and where without explaining why things happen. Exploratory research looks for new ideas and questions when little is known, rather than confirming causal links. Evaluation research focuses on determining the usefulness or effectiveness of a program or intervention, which may involve outcomes but not the general mechanism behind cause and effect. Therefore, explanatory research best fits the goal of identifying causal relationships and making predictions.