Survey Design Wizard
Survey Design

Survey Design Wizard

Design psychometrically valid surveys with AI-guided item writing and scale construction

¥14.99

412 researchers installed this

4.5(2)

About this skill

What it does

Creates publication-quality survey instruments using established psychometric principles.

Features

  • Item Generation: Generate Likert-scale items for any construct with balanced wording
  • Reverse Scoring: Automatically flag which items should be reverse-scored
  • Pilot Testing Prompts: Ready-made cognitive interview scripts to test your survey
  • Factor Structure Planner: Design your factor structure before data collection
  • IRB Language: Pre-written consent form language for survey studies

Included Templates

  • Demographic questionnaire builder
  • Validated scale adaptation helper
  • Cover letter templates

Compatibility

Exports to Qualtrics, SurveyMonkey, and Google Forms formats.

What researchers say

4.5(2)
Dr. Wang Fang副教授,中国人民大学社会学系 · Associate Prof, RUC Sociology

用这个技能设计了测量大学生学术压力与心理资本的问卷,给出了量表选择建议(最终选PSS-10和PsyCap量表),并优化了问卷顺序以减少霍桑效应。几乎是一个完整的测量方法论咨询服务。

Li WeiEducation Master's student, PKU

Great for designing Likert-scale surveys. The guidance on reverse-coded items and attention checks improved my survey quality significantly — my pilot data had α = .87 vs. .61 on my first draft.

¥14.99

412 researchers installed this

Secure checkout via Alipay

About the Creator

Prof. Sarah Morris

Prof. Sarah Morris

@prof_morris

Clinical psychologist and AI tools enthusiast. Creator of the ResearchFlow methodology.

View all skills by Prof. Sarah Morris

Details

Category
Survey Design
Installs
412
Published
Feb 19, 2026