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Wednesday, December 4, 2024

Research Methodology Vocabulary

 Key Concepts

  • Research Methodology: The overall approach and design of a research study, including the methods used to collect and analyze data.
  • Research Design: The specific plan or framework for conducting a research study, including the research questions, hypotheses, variables, data collection methods, and data analysis techniques.
  • Research Question: The specific question or problem that the research aims to answer or solve.
  • Hypothesis: A testable statement about the relationship between two or more variables.
  • Variable: A characteristic or attribute that can vary or change.
  • Independent Variable: The variable that is manipulated or controlled by the researcher.
  • Dependent Variable: The variable that is measured or observed and is expected to change in response to changes in the independent variable.  
  • Data: The information collected during a research study.
  • Data Analysis: The process of organizing, interpreting, and drawing conclusions from data.

Research Methods

  • Quantitative Research: Research that involves collecting and analyzing numerical data.
  • Qualitative Research: Research that involves collecting and analyzing non-numerical data, such as text, images, or audio recordings.
  • Mixed Methods Research: Research that combines both quantitative and qualitative methods.
  • Experimental Research: Research that involves manipulating an independent variable to observe its effect on a dependent variable.
  • Correlational Research: Research that examines the relationship between two or more variables.
  • Survey Research: Research that involves collecting data from a sample of individuals through surveys or questionnaires.
  • Case Study Research: Research that involves an in-depth investigation of a specific case or phenomenon.
  • Action Research: Research that is conducted by practitioners to improve their own practice.

Data Collection Methods

  • Observation: Watching and recording behavior or events.
  • Interviews: Asking questions to participants.
  • Surveys and Questionnaires: Collecting data through written or online surveys.
  • Document Analysis: Analyzing existing documents or records.

Data Analysis Techniques

  • Descriptive Statistics: Summarizing and describing data.
  • Inferential Statistics: Drawing conclusions about a population based on a sample.
  • Thematic Analysis: Identifying patterns and themes in qualitative data.
  • Content Analysis: Analyzing the content of written or spoken communication.

Other Important Terms

  • Reliability: The consistency and dependability of a measurement instrument.
  • Validity: The accuracy and truthfulness of a measurement instrument.
  • Generalizability: The extent to which the findings of a study can be applied to other populations or settings.
  • Ethical Considerations: The ethical principles that guide research, such as informed consent, privacy, and confidentiality.




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