DTQ-106 — Survey Data Analysis in Excel

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About Course

Analyse survey data in Excel and produce defensible summaries for programme and management decisions.

Build practical capability in survey data analysis in Excel

This DatalytIQs Academy course provides a structured learning pathway around survey data analysis in Excel. The curriculum below shows the learning areas and activities currently included in the course.

What you will explore

  • Explore Analysis planning.
  • Explore Descriptive analysis.
  • Explore Cross-tabulation.
  • Explore Quality and weighting checks.
  • Explore Decision-ready outputs.
  • Explore Professional evidence checkpoint.

Course curriculum

The current Tutor LMS curriculum contains the following learning areas and activities.

Analysis planning

  • Translate objectives into indicators and tabulations
  • Prepare a tabulation plan before opening pivot tables
  • Quiz: DTQ-106 Theory Quiz: Survey Data Analysis in Excel

Descriptive analysis

  • Calculate frequencies, percentages and appropriate summary statistics
  • Use pivot tables for disaggregation

Cross-tabulation

  • Compare results by sex, age, site or programme group
  • Interpret differences without overstating causality

Quality and weighting checks

  • Check denominators, missing values and response bases
  • Apply basic weighting concepts where appropriate

Decision-ready outputs

  • Build a concise findings table and management summary
  • State limitations and follow-up questions

Professional evidence checkpoint

  • Submit an analysis workbook, tabulation plan and findings brief

Learning with DatalytIQs

DatalytIQs Academy connects structured learning with applied analysis, evidence-based thinking and professional practice. Use the course curriculum and learning activities as your primary pathway through this course.

Continue with the course

Review the curriculum and the enrolment information provided on this page, then use the existing Tutor LMS enrolment controls when you are ready to begin.

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Course Content

Analysis planning

  • Translate objectives into indicators and tabulations
  • Prepare a tabulation plan before opening pivot tables
  • DTQ-106 Theory Quiz: Survey Data Analysis in Excel

Descriptive analysis

Cross-tabulation

Quality and weighting checks

Decision-ready outputs

Professional evidence checkpoint

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