STATAU Questionnaires and scales

Online Questionnaire Data Analysis

From Wenjuanxing Excel to publication-ready tables

Analyze survey data in your browser

Preview of questionnaire data from Excel

Import Survey Responses

  • Upload Excel or CSV from Wenjuanxing
  • Preview items and responses
  • Import SPSS SAV files
Scale item selection panel

Select Items and Run Analysis

  • Survey Reliability, Validity and Factor Analysis
  • Multiple responses and group comparisons
  • Correlation, regression, and structural equation modeling
Publication-style scale reliability tables

Export Publication-Style Tables

Questionnaire Analysis Workspace

Statistical workspace showing questionnaire reliability results

Who Uses STATAU?

Questionnaire analysis for a thesis

Theses & Dissertations

Scale reliability, validity, correlations, and publication-style tables.

Questionnaire analysis for a research project

Research Projects

Scale structure checks, group comparisons, and regression.

Questionnaire analysis for a course assignment

Coursework

Frequencies, multiple responses, and crosstabs for survey reports.

Feedback from Researchers

"The most time-consuming part of my master's thesis was actually data processing. Winsorizing, merging datasets, and generating variables on the platform all went smoothly—the time I saved was enough to write an extra chapter."

Xu *** University of Chinese Academy of Social Sciences

"I ran the same dataset in STATAU and my local Stata—the coefficients, standard errors, and significance stars all matched, so I felt confident putting the results in our project report."

Wang *** University of International Business and Economics

"This semester I had my students use STATAU for their coursework. I no longer spend two lectures on software installation and command syntax, and the empirical work handed in is much more standardized."

Zhang *** South China Normal University

"For panel data regressions, the fixed effects, random effects, and Hausman test results are all on one page—no more switching back and forth between windows."

Chen *** Guangdong University of Finance

"I did the baseline regressions and robustness checks for my thesis on the platform. The exported three-line tables paste straight into Word—my advisor even asked what I used to format them."

Liu *** Guangdong University of Finance & Economics

"The interface lays out the model specification logic clearly, so students can focus on variable selection and interpreting results instead of memorizing command syntax."

Zhao *** Guangzhou University

"I have to update a batch of regression results before every weekly meeting. Now I upload the data and export the tables in minutes, with almost no manual formatting needed."

Sun *** Guangzhou Huashang College

"The weak-instrument and overidentification tests for IV regression are all included in the output—more thorough than the do-files I put together myself."

Zhou *** Capital University of Economics and Business

"Our research group now has students run preliminary results on this platform first and go deeper only after confirming the model specification—the cost of trial and error has dropped a lot."

Wu *** Xi'an University of Finance and Economics

"I started empirical analysis from scratch in my sophomore year. Following the on-page prompts step by step to pick variables and models, I got the highest score in my class for the empirical part of the term paper."

Zheng *** Xi'an Jiaotong University

"My provincial panel dataset has tens of thousands of observations. Uploading and processing are smooth, and heterogeneity analysis plus robustness checks are done in one pass."

Huang *** Zhengzhou University

"The Heckman two-stage selection and outcome equations are listed separately, and the inverse Mills ratio test is given directly—it saved me a lot of work when writing my paper."

Lin *** Sichuan University

"The whole flow from uploading data to exporting results has no sticking points. I recommend it to students new to empirical research—basically no separate training needed."

Yang *** Shenzhen University

"Marginal effects for Logit models are computed and listed right in the results table, so I no longer have to explain on the spot how to convert coefficients into probabilities when reporting to the investment committee."

He *** Xiamen University

"The time series analysis includes ADF tests and AR root plots. When my paper came back for revision, the reviewers raised no questions about the econometrics."

Xie *** Central University of Finance and Economics

"After more than a decade with Stata, I found this platform's output tables look almost identical—there was basically no learning curve to migrate."

Luo *** Shanghai University of Finance and Economics

"I used to think empirical analysis had a high barrier to entry. After using it, I found that once you understand the principles behind the models, the operation is actually simple."

Ma *** Zhejiang University

"The DID parallel-trend plot and placebo test are generated in one pass. My journal submission went straight through review without any requests for additional materials."

Feng *** Beijing Forestry University

Four Steps to Your Analysis

Upload Data

Excel / CSV / SAV

Select Items

Scale items / grouping variables

Run analysis

Reliability and validity / group comparisons

Export Table

Copy and paste directly into your paper

Ready to analyze your survey?

Free to sign up. No installation required — just open your browser.

Start Data Analysis