Showing posts with label population. Show all posts
Showing posts with label population. Show all posts

Friday, 28 November 2025

DETERMINING IDEAL SAMPLE SIZE AND POPULATION FOR PHD RESEARCH

DETERMINING IDEAL SAMPLE SIZE AND POPULATION FOR PHD RESEARCH

A comprehensive working paper on sample size and population for PhD research, organized as an extensive FAQ guide designed for both novice and seasoned scholars, supervisors, and new researchers. The paper addresses 25 critical questions spanning quantitative, qualitative, mixed-methods, and ELT-specific research contexts.



Key Features:

Structured FAQ Format - 25 questions organized into 8 sections progressively building from fundamental concepts to advanced applications

Three Research Paradigms Covered:

  1. Quantitative (power analysis, rules of thumb, specific sample size ranges)
  2. Qualitative (five saturation types with empirical sample size guidance)
  3. Mixed-methods (integration strategies for conflicting sample sizes)

ELT-Specific Guidance - Dedicated section (Q18-Q19) with typical sample sizes for ELT experiments, surveys, classroom observations, and mixed designs

Practical Problem-Solving - Addresses real challenges: handling constraints (Q8), managing dropout (Q10), navigating supervisor conversations (Q20), handling mid-study changes (Q22)

Comprehensive APA Citations - All sources cited using APA 7th edition format from recent authoritative methodological literature

Actionable Checklists & Templates - Includes documentation templates for quantitative and qualitative justifications, final checklist for proposals

Current Best Practices - Reflects 2024-2025 developments including information power framework, PRICE model for saturation, and recognition of emerging issues

Target Audience: PhD students, research supervisors, ELT specialists, and anyone designing PhD research needing defensible sample size justification.


Monday, 15 July 2019

Majoritarianism and Religious Identity

Majoritarianism spreads by fear. The fear that they are the most persecuted religious group. The people are shown fear that they will persecuted if they become minority. They give examples of similar conflicts among religious groups. The fear that minority religious identities will become majority. Thereafter, the life of the majority religious identities will be terrible.
Such people who show fear of religious persecutions do not inform people to stay away from religions but advice to cling steadfastly to their religious identities. This is exactly what is going to do what they are prophesying. 
The only way to stop these religious persecutions is to keep new generations away from religions of any sort.