Methodological rigor refers to the strict application of methodical principles and procedures to ensure the reliability, validity, and accuracy of research findings. It involves a systematic approach to research design, data collection, and analysis to minimize biases and errors, ultimately enhancing the credibility of the study's conclusions.

Methodological Rigor

Methodological rigor

strict application of methodical principles

Reliability of research findings

Validity of research findings

accuracy of research findings

systematic approach to research design

Data collection is the systematic gathering of information from various sources to provide a comprehensive and accurate foundation for analysis, decision-making, and research. It is crucial for ensuring data quality and relevance, directly impacting the validity and reliability of any subsequent findings or conclusions.

data collection

Data analysis involves systematically applying statistical and logical techniques to describe, illustrate, condense, and evaluate data. It is crucial for transforming raw data into meaningful insights that drive decision-making and strategic planning.

Data Analysis

Minimizing biases

Minimizing errors

Enhancing credibility of study conclusions

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