IEU UNIVERSE · KNOWLEDGE EXPERIENCES

Interactive Workbooks

Short activities with worked guidance that learners can complete in a browser or on paper.

INTERACTIVE WORKBOOK

Quantitative reasoning · Foundations

Check units, scale and variability.

Compare two synthetic quantities and explain whether they share a denominator. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Quantitative reasoning · Applied practice

Check units, scale and variability.

Compare two synthetic quantities and explain whether they share a denominator. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Quantitative reasoning · Critical review

Check units, scale and variability.

Compare two synthetic quantities and explain whether they share a denominator. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Academic reading · Foundations

Distinguish argument, evidence and qualification.

Annotate a short public information page using claim / evidence / question. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Academic reading · Applied practice

Distinguish argument, evidence and qualification.

Annotate a short public information page using claim / evidence / question. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Academic reading · Critical review

Distinguish argument, evidence and qualification.

Annotate a short public information page using claim / evidence / question. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Research design · Foundations

Match a question to a design and limits.

Choose a design for a fictional question and state what it cannot establish. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Research design · Applied practice

Match a question to a design and limits.

Choose a design for a fictional question and state what it cannot establish. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Research design · Critical review

Match a question to a design and limits.

Choose a design for a fictional question and state what it cannot establish. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Systems thinking · Foundations

Identify boundary, relationships and feedback.

Draw a small system map and mark one feedback loop. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Systems thinking · Applied practice

Identify boundary, relationships and feedback.

Draw a small system map and mark one feedback loop. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Systems thinking · Critical review

Identify boundary, relationships and feedback.

Draw a small system map and mark one feedback loop. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Ethical analysis · Foundations

Identify affected groups, duties and uncertainty.

Compare two fictional options using a transparent ethical lens. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Ethical analysis · Applied practice

Identify affected groups, duties and uncertainty.

Compare two fictional options using a transparent ethical lens. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Ethical analysis · Critical review

Identify affected groups, duties and uncertainty.

Compare two fictional options using a transparent ethical lens. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Project planning · Foundations

Turn a goal into manageable stages.

Break a small independent project into scope, milestones and review. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Project planning · Applied practice

Turn a goal into manageable stages.

Break a small independent project into scope, milestones and review. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Project planning · Critical review

Turn a goal into manageable stages.

Break a small independent project into scope, milestones and review. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Data interpretation · Foundations

Read metadata before interpreting a pattern.

Use one synthetic table to write a cautious descriptive summary. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Data interpretation · Applied practice

Read metadata before interpreting a pattern.

Use one synthetic table to write a cautious descriptive summary. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Data interpretation · Critical review

Read metadata before interpreting a pattern.

Use one synthetic table to write a cautious descriptive summary. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Digital citizenship · Foundations

Review privacy, attribution and platform choices.

Audit a tool scenario for personal data and disclosure risks. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Digital citizenship · Applied practice

Review privacy, attribution and platform choices.

Audit a tool scenario for personal data and disclosure risks. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Digital citizenship · Critical review

Review privacy, attribution and platform choices.

Audit a tool scenario for personal data and disclosure risks. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Communication analysis · Foundations

Adapt a message while preserving evidence.

Rewrite a short explanation for a defined audience and note trade-offs. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Communication analysis · Applied practice

Adapt a message while preserving evidence.

Rewrite a short explanation for a defined audience and note trade-offs. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Communication analysis · Critical review

Adapt a message while preserving evidence.

Rewrite a short explanation for a defined audience and note trade-offs. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Business experiment · Foundations

Frame a test without promising causality.

Design a fictional low-risk comparison and state confounders. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Business experiment · Applied practice

Frame a test without promising causality.

Design a fictional low-risk comparison and state confounders. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Business experiment · Critical review

Frame a test without promising causality.

Design a fictional low-risk comparison and state confounders. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Design thinking · Foundations

Understand context before proposing a solution.

Create a user-centered brief from a fictional need and constraints. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Design thinking · Applied practice

Understand context before proposing a solution.

Create a user-centered brief from a fictional need and constraints. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Design thinking · Critical review

Understand context before proposing a solution.

Create a user-centered brief from a fictional need and constraints. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Computational problem solving · Foundations

Represent steps and test edge cases.

Trace a small algorithm and identify one boundary case. First define the key terms and unit of analysis.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Computational problem solving · Applied practice

Represent steps and test edge cases.

Trace a small algorithm and identify one boundary case. Then test the idea using a small bounded example.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.

INTERACTIVE WORKBOOK

Computational problem solving · Critical review

Represent steps and test edge cases.

Trace a small algorithm and identify one boundary case. Finally identify a limitation and one next question.

Worked guidance

A sound response defines the question, states assumptions, selects evidence that fits the question and explains limitations. A complete response also includes a traceable source, a stated comparison rule and a brief limitation.