Quantitative Analysis: 44 Strategic Questions to Strengthen Your Results and Interpretation

You ran the analysis. You have the numbers.

You're just not sure what they actually mean.

🚨 THE PROBLEM

You have the statistical output… now what? You're:

• not sure how to interpret what the software produced
• unsure what you can and cannot conclude
• second-guessing every decision about your results

👉 And this is where most students lose time.

✅ WHAT THIS IS

A strategic set of 44 questions that guide you through your quantitative analysis—so you know exactly how to interpret, report, and defend your results.

🔑 WHAT YOU'LL GET

✔ 44 targeted questions across 12 categories
✔ How to move beyond p-values into meaningful interpretation
✔ How to distinguish statistical significance from practical significance
✔ How to address unexpected and nonsignificant results strategically
✔ How to connect your results back to your research questions and the literature
✔ A Quantitative Analysis Decision Worksheet to work through your results in real time

🎯 WHO THIS IS FOR

• You're working with quantitative data and statistical output
• You're not sure your interpretation is "strong enough"
• You keep second-guessing what your results actually mean

⚡ THE RESULT

You stop staring at the output.
You start making clear, defensible decisions about your results.
Your interpretation becomes accurate, complete, and grounded.

🔥 FINAL SHIFT

You don't need to run more tests. You need to know what the ones you already ran are telling you.