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TikTok · Maria AF | IA & Research Tips

October 29, 2025 - By admin

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After Hendrik Andriessen , A ‘vanitas’ with a skull, mixed flowers, an oil lamp, pipes and a soap bubble in a stone niche | Christie’s

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Academic-Scientific – Another Day, Another Learning How to write Methodology Section of Research Paper / Thesis / Proposal? The methodology section of a research paper describes the processes, techniques, and tools you used to conduct your study. It ensures your research can be replicated and validates its credibility. Here’s a step-by-step guide: 1. Provide an Overview Start by briefly introducing the purpose of the methodology section: Explain the objective of your research. Highlight the approach or methods used (quantitative, qualitative, mixed). 2. Explain the Research Design Clearly define your research framework: State the type of research (e.g., experimental, observational, correlational). Describe your study’s scope (e.g., cross-sectional, longitudinal). 3. Describe Data Collection Methods Detail how you gathered your data: Tools (e.g., surveys, interviews, experiments, sensors). Data sources (e.g., participants, datasets, case studies). Sampling techniques (e.g., random sampling, purposive sampling). Justify why the method was chosen. 4. Explain the Procedure Describe the step-by-step process of how the study was conducted: How participants were involved. Any materials or technologies used. Instructions given or tests conducted. 5. Data Analysis Explain how you analyzed the data: Statistical tools (e.g., SPSS, Python, R). Techniques (e.g., regression, t-tests, thematic analysis). How results were interpreted. 6. Mention Tools/Equipment If applicable, include: Software (e.g., MATLAB, NVivo, TensorFlow). Experimental setups (e.g., laboratory equipment). Algorithms (for AI/ML studies). 7. Address Validity and Reliability Discuss how you ensured the research’s credibility: Reliability (e.g., consistent procedures). Validity (e.g., tested survey questions). Steps to minimize bias. 8. Ethical Considerations Mention any ethical approvals or precautions taken: Informed consent. Data privacy. Institutional review board (IRB) approval. 9. Highlight Limitations Briefly note any constraints of your methodology (optional, but adds transparency): Sample size. Scope limitations. Use Subheadings: Break the methodology into logical sections. Be Detailed but Concise: Provide enough details to allow replication but avoid overloading with unnecessary information. Use Past Tense: Methodology is written in the past tense, as the study has already been conducted. | Facebook
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