Research your reviewers
can trust

Design your instrument, distribute it, collect responses — then receive a statistical analysis matched to SPSS, with APA tables and interpretation ready for your results chapter.

46statistical methods
4 decimalsmatched against SPSS
Bilingualinterpretation for your thesis
Brand trust → Purchase decision n = 300
1 3 5
r = 0.00Pearson correlation
α = 0.00Instrument reliability
p < 0.01Statistically significant

Every method with its symbol — and why it was chosen

The platform examines your data's distribution first, then recommends the right method and explains why — you don't need to be a statistician to choose well.

α

ReliabilityCronbach's alpha · McDonald's omega

Reliability for the whole instrument and each dimension, with alpha-if-item-deleted to expose weak items before final distribution.

r

CorrelationPearson · Spearman · Kendall · Polychoric

We check distribution skew, recommend Pearson or Spearman, and record the reason in your report to cite for reviewers.

t

Two-group differencest-test · Mann-Whitney U

Levene's test automatically decides whether Welch correction applies — exactly as in SPSS — with effect size included.

F

Analysis of varianceANOVA · ANCOVA · Kruskal-Wallis

Differences by qualification or experience, with post-hoc comparisons pinpointing exactly where the difference lies.

β

Regression & effectsMultiple regression · Mediation · Moderation

Beta coefficients with collinearity checks, and mediation via Bootstrap rather than the outdated Sobel test.

λ

Factor structureEFA · CFA · SEM

Do your items group into the dimensions you hypothesised? Loadings and fit indices answer.

The list above is abridged — the library holds 46 methods, each surfacing when your data calls for it.

The first thing a researcher does
is check your number against SPSS

So every function is tuned to SPSS's own formulation — sample standard deviation, bias-corrected skewness, Levene centred on the median rather than the mean. Each function has an automated test against a reference output; if a single digit differs, the update ships nowhere.

Cronbach's α0.8734
Pearson r0.6421
Levene p0.0312
Welch t2.3145
ANOVA η²0.0553
Verified against SPSS 29 on reference datasets

From research model to results chapter

Three stages, each building on the last — nothing re-entered.

1

Map your model

Define your independent, dependent and mediating variables; dimensions generate with their codes, ready for you to add items and sub-dimensions beneath.

2

Distribute & collect

A link and QR code open a polished survey for respondents — with your welcome video if you wish, and a progress bar that keeps them going.

3

Analyse & receive

APA tables with written interpretation, print-quality figures, and export to Word, PDF, Excel and an SPSS file.

Start with a single survey

Create your account free and design your first instrument today. No card required.