RESEARCH DESIGN

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Last updated 1:21 PM on 3/9/25
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31 Terms

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Research design

structured framework that outlines how a research project will be conducted, including how data will be collected, measured, and analyzed.

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Research design

It ensures that the research question is answered effectively and efficiently.

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provides a systematic approach

Importance of Research design (1)

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minimizes bias

Importance of Research design (2)

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ensures accuracy

Importance of Research design (3)

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allows for replicability

Importance of Research design (4)

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enhancing the credibility of research findings

Importance of Research design (5)

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  • descriptive

  • experimental

  • correlational

  • quantitative

  • qualitative

Types of Research design (5)

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Specific, measurable, achievable

How do you formulate research questions? (3)

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determining data to collect and focusing on research

Effective questions can help how? (2)

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Literature review

necessary to understand existing research related to the topic.

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Literature review

It helps identify gaps in knowledge, refine research questions, and position the new study within the academic context.

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Defining Hypothesis

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Hypothesis

state the expected relationship between variables and help guide the research methodology.

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Qualitative research

focuses on understanding concepts, thoughts, or experiences through interviews and observations.

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Quantitative research

involves numerical data that can be quantified and subjected to statistical analysis. Choosing the appropriate method is crucial based on the research question

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Sampling techniques

Involve selecting a subset of a population to infer conclusions about the whole.

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  • Random sampling

  • Stratified sampling

  • Convenience sampling

Common techniques of sampling that impacts the validity and reliability of the research findings. (3)

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Qualitative data

involves thematic analysis, coding, and narrative analysis to interpret patterns and meanings in textual or visual data.

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Qualitative data

This process helps identify themes, make sense of complex data, and draw conclusions that answer the research questions.

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Quantitative data

employs statistical methods to test hypotheses and evaluate relationships among variables.

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  • Descriptive statistics

  • Inferential statistics

  • Multivariate analysis

techniques used to draw conclusions from numerical data and validate the research findings. (3)

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Interpreting results

involves looking at data findings in the context of the hypotheses, research questions, and existing literature.

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Interpreting results

Important to understand the implications of the results, any limitations, and how they contribute to the body of knowledge in the field

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Informed consent

ensures participants understand the research, including its purpose, duration, risks, and benefits.

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Informed consent

obtain consent voluntarily and provide participants the right to withdraw at any time, ensuring ethical standards are upheld throughout the research process.

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Confidentiality

protects participants' identities and personal information.

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Confidentiality

requires data to be anonymized or pseudonymized to prevent unauthorized access and maintain trust between researchers and participants.

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Responsibility

conduct ethical research, protect participants from harm, report findings truthfully, and respect intellectual property.

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Research design

encompasses various steps, including identifying problems, selecting methodologies, and ensuring ethical standards.

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Research design

the reliability and validity of study outcomes, contributing valuable insights and knowledge