It is the part of Chapter 4 you can defend line by line.
Open your data file. Defense runs the five tests a quantitative results chapter needs, in the order a committee reads them: instrument, descriptives, means, correlation, discussion. You get APA 7 tables, the reason each test was chosen over its alternative, and a Word download. Every number is computed from your file. No language model writes a sentence.
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Order is not a style preference. A weak measure invalidates every test after it, and a variable with no spread has nothing to compare. Defense stops where a statistician would stop, and tells you why. Pick a step to see what it hands you.
Every table here is calculated from the demo file: 250 respondents, six Self-Awareness items, Age Group, Gender, and a job performance score.
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A sentence template was written once, by a person, and it does not change between projects. Your file fills the slots. That is the whole trick, and it is why the output reads the same way for every student and cannot invent a citation, a number, or a conclusion.
Calculated when the demo file loads.
A statistician doing the same five steps quotes $400 to $2,700. Defense is not that service and does not replace it. It is the sequence, run on your file, today.
This site is new and has no testimonials yet. Rather than ask you to trust a claim, the demo file runs the whole packet for free. Read the output first and decide from that. Open your own file when you are ready: $199 for the full path, $49 for the instrument check. The file is read in this browser and never uploaded. Close the tab and the file is gone. After you pay, a sign-in link finds you by email. Open the same spreadsheet again and the chapter runs.
One file, all five steps, instrument through discussion.
Step 1 only. A verdict on whether the measure can carry the claim.
Answered directly, including the uncomfortable one.
Ask your chair, and ask before you buy. Programs differ. What you would be disclosing is that a tool calculated the tests and formatted the tables, which is what SPSS, R, and a hired statistician also do. What is not happening is a model writing your argument. If your program requires you to name your analysis software, name Defense the way you would name SPSS.
Run the demo file twice, or run two similar files. The sentences come back identical apart from the numbers, because they are templates with slots, shown above. Generated prose varies every time. This does not. That is the test, and you can run it yourself before paying.
Nowhere. The file is read and calculated inside this browser tab, and never uploaded to a server. Close the tab and the file is gone. After you pay, sign-in is a link to your email, not a stored copy of the data. You open the same spreadsheet again. If your protocol requires that participant data not leave your device, that condition is met, and it is worth putting that sentence in front of your IRB rather than taking ours for it.
CSV or Excel. One row per respondent, one column per question, and a header row with names you recognise. Rating items as numbers, groups as labels or codes. Reverse-scored items should be recoded before you open the file, so the reliability step reads the scale the way you intend it.
Student's t assumes the two groups have equal variances. Dissertation samples rarely do, and unequal group sizes make the violation worse. Welch does not make that assumption and loses almost nothing when variances happen to be equal, so it is the safer default. The report states the choice, so you can defend it.
When your design is outside these five steps: regression with several predictors, mediation or moderation, factor analysis, multilevel or repeated-measures data, or serious missingness. Also when a committee has already rejected an analysis and you need someone to defend a rebuild with you. Consulting is that service, and it is still the right answer for those cases.
The whole packet, all five steps, the tables and the chair lines. Then decide whether your own file is worth $199.
Free calculators stay free. Defense is the sequence, not a calculator.