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Research

Research Methodology

My research methodology combines analytical precision with practical applicability. I use different research approaches strategically to reveal new connections, test existing assumptions, and derive concrete options for action. The methods can be grouped into key categories - by purpose, type of data, handling of variables, type of inference, and source of information.

1. Classification by Purpose

  • Theoretical Research
  • Development and refinement of models to explain relationships and dynamics across different scientific fields.

  • Applied Research
  • The use of scientific methods to solve concrete questions - with the aim of translating insights into practical decisions and strategies.

2. Classification by Type of Data

  • Qualitative Research
  • Working with non-numerical data to analyze human behavior, social patterns, and decision-relevant dynamics.

  • Quantitative Research
  • Collecting and analyzing numerical data to enable verifiable statements and conclusions about broader relationships.

3. Manipulation of Variables

  • Experimental Research
  • Investigating cause-and-effect relationships through the targeted change of an independent variable and observation of outcomes.

  • Non-Experimental Research
  • Observation and measurement without intervention - often used when manipulation is impractical or ethically inappropriate.

4. Type of Inference

  • Deductive Research
  • Testing theories or hypotheses through empirical data by deriving concrete assumptions from existing models.

  • Hypothetical-Deductive Research
  • A combination of hypothesis-building and testing - predictions are derived and then systematically examined empirically.

5. Source of Information

  • Primary Research
  • Collecting original data directly at the source - e.g., through interviews, surveys, experiments, or observation.

  • Secondary Research
  • Analyzing existing studies, data, and documents to identify patterns, contextualize insights, and enable sound comparisons.

This methodology allows me to structure questions with precision and derive both theoretical and practical insights. It creates orientation where complexity would otherwise slow progress - and provides a robust framework for decisions and implementation.