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Market Research: 12,500 Consumer Questionnaires Evaluated

12,500 forms efficiently processed – over 416 hours saved

The Challenge

A market research institute conducted a large-scale consumer study and faced a massive challenge: 12,500 hand-filled questionnaires with complex response formats needed to be digitized and analyzed as quickly as possible. Each questionnaire contained 45 questions with different formats – demographic data, Likert scales, multiple-choice questions, and open text responses. Handwriting varied significantly, checkboxes were sometimes illegibly marked, and open responses required precise transcription. Manual entry at 2 minutes per questionnaire would have meant over 416 work hours – equivalent to more than 2 months of full-time work for one person. The results were urgently needed for client presentation.

Challenges in Detail

  • 12,500 paper questionnaires with 45 questions each
  • Various question formats: demographics, rating scales, multiple-choice, open text responses
  • Highly varying handwriting and illegible checkboxes
  • Manual data entry would take ~2 minutes per questionnaire
  • Data needed to be available in structured format for statistical analysis
  • High quality requirements for reliable market analysis

Initial Condition

Paper questionnaires had to be digitized for statistical analysis. Manual entry of 12,500 questionnaires at 2 minutes each would have taken over 416 hours or 52 working days (more than 2 months full-time).

The Solution

formalogix handled the entire process:

1

Scanning all 12,500 paper questionnaires

2

AI-powered recognition of all question types

3

Transcription of open text responses with quality assurance

4

Structured data output for SPSS/Excel-compatible analysis

Results

12,500 questionnaires processed efficiently and error-free

Completed in just 5 working days

Saved over 416 hours (52 working days = 2+ months full-time)

Fully structured datasets ready for statistical analysis

Maximum data quality for valid market research results

Timely client presentation with well-founded insights

Project at a Glance

12,500
Forms
5 days
Timeframe
416+
Hours Saved
52
equivalentTime

"Without formalogix, we would have needed months to digitize the questionnaires. Instead, we were able to present well-founded market analyses on time and convince our clients."

Project Manager Market Research, Research Institute

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