Surveys & Data Collection

Online Surveys & Forms

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Welcome to Online Surveys & Forms! In this strand, you will master designing digital questionnaires, collecting audience feedback, analyzing survey response data, and maintaining ethical data privacy standards.

Level 1

Picture Polling

Digital voting and picture polling.

Learning objective

Learning About: Digital Polling. Learning To: Cast and count votes. Learning To Be: Inquirer.

Let's Go!

Step media

Learn

Digital polling lets us quickly collect everyone's choice! Instead of raising hands, tapping an icon on screen counts your vote instantly and creates a class total. In computing, gathering choices helps us understand community preferences. As you explore the interactive Spreadsheet Simulator below, focus on how to explain what a digital poll shows about class choices.

Interactive Simulator Sandbox
๐Ÿ“Š
Spreadsheet StudioStep 1 โ€ข Bronze Tier
|
A1fx
ABC
1ItemAmount
2Apples5
3Bananas3
4Carrots2
5Total
Challenge: Click cell B5 to inspect how the AutoSum formula adds up column B!

Apply Simulator Skills โ€ข Try it yourself

Cast Your Vote!

๐Ÿ”„Direct Simulator Transfer: Step 1 Tasks 1, 2 & 3

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Select an option on a simple 2-choice picture poll.

Developing

Cast a vote independently and count total class responses.

Secure (Goal)

Explain what a digital poll shows about class choices.

Mastery

Design a 2-choice picture poll with teacher guidance. Typing: 5 WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

How easy was it to cast your vote and see the total?

๐ŸŸขSecure Level

Explain what a digital poll shows about class choices.

Learning check

Learning Check

Which icon represents a digital voting poll on screen?

Select the matching icon or option below:

Answer correctly to unlock the next level.

Great job! You cast your vote and read the poll results.Think about which icon shows bar choices or voting options.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: See, Think, Wonder

Teacher notes: Facilitate the See, Think, Wonder routine for 2โ€“3 minutes. Encourage students to connect the prompt to Form (Gathering choices helps us understand community preferences.).

Achievement pathway

  • Foundation: Select an option on a simple 2-choice picture poll.
  • Developing: Cast a vote independently and count total class responses.
  • Secure: Explain what a digital poll shows about class choices.
  • Mastering: Design a 2-choice picture poll with teacher guidance. Typing: 5 WPM.

Curriculum links

Curriculum strand: MAT.01.C.1.4

Outcome: SURV-O-01 โ€” Digital voting and picture polling.

PYP: Form ยท Gathering choices helps us understand community preferences.

Learner profile: Inquirer

Competency tags

  • digital-polling
  • choice-voting
  • surveys
  • picture-polls

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "Which icon represents a digital voting poll on screen?" with a teacher or teaching assistant.

Teacher override: allow

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Locked level

Level 2: Star & Emoji Ratings

Complete the previous learning check to unlock this next level.

Level 2

Star & Emoji Ratings

Star ratings, emoji feedback, and simple survey scales.

Learning objective

Learning About: Rating Scales. Learning To: Collect emoji feedback. Learning To Be: Communicator.

Let's Go!

Step media

Learn

Simple Yes/No polls don't show HOW MUCH people like something. Using star ratings (1 to 5) or emoji scales allows people to give detailed feedback about books, school lunches, or games! In computing, feedback scales help us measure feelings and opinions. As you explore the interactive Website Builder Simulator below, focus on how to compare average star ratings across two different storybooks.

Interactive Simulator Sandbox
Curriculum:Step 2 โ€ข Bronze Tier
๐ŸŒ
Step 1 โ€ข Bronze (Level 1): What is a Website? - Website Feature Identification

Name at least one essential feature of a website (e.g. navigation menu or homepage) with support.

In Progress
๐Ÿ  Page: Home4 blocks on this page

Welcome to Our Digital Space!

Designed to share student ideas, projects, and community action with the world.

๐ŸŒฑ๐Ÿ“ธFeature Project Banner Image
๐ŸŽฏ Purpose & Goals
Empowering students to publish creative writing, artwork, and research studies for global peers.
๐Ÿ‘ฅ Target Audience
Tailored for classmates, teachers, families, and partner schools worldwide.

Apply Simulator Skills โ€ข Try it yourself

Rate the Class Book!

๐Ÿ”„Direct Simulator Transfer: Step 2 Tasks 4, 5 & 6

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Identify 1 to 5 star rating options.

Developing

Submit a rating scale response to express an opinion.

Secure (Goal)

Compare average star ratings across two different storybooks.

Mastery

Explain why star scales give more detail than yes/no votes. Typing: 10 WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

Did using stars help you express your opinion better than just yes or no?

๐ŸŸขSecure Level

Compare average star ratings across two different storybooks.

Learning check

Learning Check

If you loved a class presentation and thought it was perfect, how many stars should you give it on a 1-to-5 scale?

Choose the best answer.

Answer correctly to unlock the next level.

Correct! 5 stars means the highest rating!Think about which number represents the highest rating on a 5-star scale.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: Zoom In

Teacher notes: Facilitate the Zoom In routine for 2โ€“3 minutes. Encourage students to connect the prompt to Function (Feedback scales help us measure feelings and opinions.).

Achievement pathway

  • Foundation: Identify 1 to 5 star rating options.
  • Developing: Submit a rating scale response to express an opinion.
  • Secure: Compare average star ratings across two different storybooks.
  • Mastering: Explain why star scales give more detail than yes/no votes. Typing: 10 WPM.

Curriculum links

Curriculum strand: MAT.02.C.1.4

Outcome: SURV-O-02 โ€” Star ratings, emoji feedback, and simple survey scales.

PYP: Function ยท Feedback scales help us measure feelings and opinions.

Learner profile: Communicator

Competency tags

  • rating-scales
  • emoji-feedback
  • surveys
  • sentiment

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "If you loved a class presentation and thought it was perfect, how many stars should you give it on a 1-to-5 scale?" with a teacher or teaching assistant.

Teacher override: allow

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Locked level

Level 3: Question Types

Complete the previous learning check to unlock this next level.

Level 3

Question Types

Multiple choice, checkbox, and short answer questions.

Learning objective

Learning About: Question Design. Learning To: Build digital forms. Learning To Be: Thinker.

Let's Go!

Step media

Learn

Good survey design depends on choosing the right tool for the job! Use Radio Buttons when respondents must pick exactly ONE option, Checkboxes when they can pick MULTIPLE options, and Short Text for typed answers. In computing, designing clear question types improves response accuracy. As you explore the interactive Social Privacy Simulator below, focus on how to choose the correct question type (radio = 1 choice, checkbox = multiple choices).

Interactive Simulator Sandbox

Apply Simulator Skills โ€ข Try it yourself

Build Your First Form!

๐Ÿ”„Direct Simulator Transfer: Step 3 Tasks 7, 8 & 9

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Distinguish between multiple choice (radio buttons) and checkboxes.

Developing

Create a 3-question form using a digital form builder (Google Forms/Microsoft Forms).

Secure (Goal)

Choose the correct question type (radio = 1 choice, checkbox = multiple choices).

Mastery

Test form navigation and fix unclear question options. Typing: 15 WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

How confident are you in picking the right question type for your survey?

๐ŸŸขSecure Level

Choose the correct question type (radio = 1 choice, checkbox = multiple choices).

Learning check

Learning Check

You are asking classmates: "Which of these 3 sports do you play? (Select all that apply)". Which question type should you use?

Choose the best option.

Answer correctly to unlock the next level.

Correct! Checkboxes allow selecting multiple options!Think about which option allows selecting more than one checkbox at a time.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: Think, Puzzle, Explore

Teacher notes: Facilitate the Think, Puzzle, Explore routine for 2โ€“3 minutes. Encourage students to connect the prompt to Connection (Designing clear question types improves response accuracy.).

Achievement pathway

  • Foundation: Distinguish between multiple choice (radio buttons) and checkboxes.
  • Developing: Create a 3-question form using a digital form builder (Google Forms/Microsoft Forms).
  • Secure: Choose the correct question type (radio = 1 choice, checkbox = multiple choices).
  • Mastering: Test form navigation and fix unclear question options. Typing: 15 WPM.

Curriculum links

Curriculum strand: CM.02.B.1.1

Outcome: SURV-O-03 โ€” Multiple choice, checkbox, and short answer questions.

PYP: Connection ยท Designing clear question types improves response accuracy.

Learner profile: Thinker

Competency tags

  • question-types
  • google-forms
  • multiple-choice
  • checkboxes

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "You are asking classmates: "Which of these 3 sports do you play? (Select all that apply)". Which question type should you use?" with a teacher or teaching assistant.

Teacher override: allow

Back to top

Locked level

Level 4: Sharing & Collecting

Complete the previous learning check to unlock this next level.

Level 4

Sharing & Collecting

Sharing forms via links/QR codes and managing response data.

Learning objective

Learning About: Data Gathering. Learning To: Distribute surveys securely. Learning To Be: Principled.

Let's Go!

Step media

Learn

Once your survey is built, you need to share it! Generating a QR code or short link lets your audience open the form on any tablet or computer instantly. You can watch responses appear in real-time on your dashboard. In computing, collecting organized data connects community opinions. As you explore the interactive Search Browser Simulator below, focus on how to configure form settings (Require login / One response per person).

Interactive Simulator Sandbox
Curriculum:Step 4 โ€ข Bronze Tier
๐Ÿ”
Step 4 โ€ข Bronze (Task 10)

Locate the search input box on the page and prepare to type search keywords.

โญ Bookmarks Bar:
๐Ÿ“ Science Links (3)
About 4,200 educational results for: ...
Sponsored Adwww.buy-plastic-toys-store.xyz

๐Ÿ”ฅ BUY AMAZING TOYS CHEAP RIGHT NOW! ๐Ÿ”ฅ

Don't do homework! Click here to play video games and enter your parent's credit card to win free prizes!

โš ๏ธ Notice: This is a paid commercial ad, not an educational article.
NASA Science (.gov)spaceplace.nasa.gov/planets

Planets and Moons: Interactive Space Guide

Learn about gravity, orbital rings, and lunar exploration through hands-on virtual exhibits designed for primary learners.

โœ… Reliable Source: Official educational space exploration portal with verified astronomy research.
Educational Source (.org)kids.nationalgeographic.org/nature

Exploring the Wonders of the Rainforest Ecosystem

Discover layers of the tropical rainforest: the emergent layer, canopy, understory, and forest floor. Verified by biologists for students.

โœ… Reliable Source: Official educational organization with cited authors and secure HTTPS.
Science Education (.gov)energykids.gov/renewable

Clean Energy Explorers: Solar, Wind & Water

Discover how solar panels convert sunlight into clean electricity and how wind turbines power cities around the globe.

โœ… Reliable Source: Official science learning curriculum for elementary students.
๐ŸŒฟ Wild Nature Explorer

Rainforest Biodiversity and Conservation

Rainforests are Earth's oldest living ecosystems, covering just 6% of our planet but home to more than half of all plant and animal species.

๐Ÿฆœ Canopy Layer

High above the ground, toucans and monkeys feed on abundant fruits, nuts, and blossoms in the sunlight.

๐Ÿ† Forest Floor

Almost dark, this moist layer recycles fallen leaves rapidly, feeding giant ferns and tree roots.

๐Ÿš€ NASA Space Place for Kids

The Outer Planets: Gas Giants and Ice Worlds

Beyond the asteroid belt lie Jupiter, Saturn, Uranus, and Neptune. Jupiter is so massive that more than 1,300 Earths could fit inside it!

๐Ÿช Jupiter & Saturn

Giant swirling storms with deep magnetic fields and hundreds of moons.

โ„๏ธ Uranus & Neptune

Ice giants chilled to extreme subzero temperatures with supersonic methane winds.

โšก Clean Energy Education Portal

Renewable Energy for a Sustainable Future

Solar cells and wind turbines generate clean electricity without emitting greenhouse gases, protecting natural habitats worldwide.

Apply Simulator Skills โ€ข Try it yourself

Share and Collect Responses!

๐Ÿ”„Direct Simulator Transfer: Step 4 Tasks 10, 11 & 12

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Generate a shareable link or QR code for a digital form.

Developing

Share a survey link with classmates and verify responses are arriving.

Secure (Goal)

Configure form settings (Require login / One response per person).

Mastery

Explain how anonymous responses protect user privacy. Typing: 20 WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

Did your responses update automatically as classmates submitted your form?

๐ŸŸขSecure Level

Configure form settings (Require login / One response per person).

Learning check

Learning Check

What form setting prevents one person from submitting the same survey 10 times and ruining your results?

Choose the best option.

Answer correctly to unlock the next level.

Correct! Limiting to 1 response keeps your survey results fair and accurate!Think about which setting restricts duplicate submissions.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: See, Think, Wonder

Teacher notes: Facilitate the See, Think, Wonder routine for 2โ€“3 minutes. Encourage students to connect the prompt to Responsibility (Collecting organized data connects community opinions.).

Achievement pathway

  • Foundation: Generate a shareable link or QR code for a digital form.
  • Developing: Share a survey link with classmates and verify responses are arriving.
  • Secure: Configure form settings (Require login / One response per person).
  • Mastering: Explain how anonymous responses protect user privacy. Typing: 20 WPM.

Curriculum links

Curriculum strand: CM.02.B.1.1

Outcome: SURV-O-04 โ€” Sharing forms via links/QR codes and managing response data.

PYP: Responsibility ยท Collecting organized data connects community opinions.

Learner profile: Principled

Competency tags

  • survey-distribution
  • qr-codes
  • share-links
  • response-collection

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "What form setting prevents one person from submitting the same survey 10 times and ruining your results?" with a teacher or teaching assistant.

Teacher override: allow

Back to top

Locked level

Level 5: Response Analytics

Complete the previous learning check to unlock this next level.

Level 5

Response Analytics

Exporting survey responses to spreadsheets and generating charts.

Learning objective

Learning About: Response Analytics. Learning To: Export & analyze data. Learning To Be: Knowledgeable.

Let's Go!

Step media

Learn

Form builders automatically create summary pie charts and bar graphs. But exporting raw responses to a spreadsheet allows you to sort data, run filters, calculate percentages, and cross-tabulate answers for deeper insights! In computing, analyzing survey data transforms raw opinions into actionable insights. As you explore the interactive Presentation Simulator below, focus on how to filter survey responses in a spreadsheet to compare subgroup opinions (e.g., Year 5 vs Year 6).

Interactive Simulator Sandbox
Curriculum:Step 5 โ€ข Bronze Tier
๐Ÿ“ฝ๏ธ
Step 1 โ€ข Bronze (Level 1): Simple Slides - Template Selection

Open a presentation tool and select a slide template to start your deck.

In Progress

Expedition to Mars: Sol 42

A Student Scientific Research Pitch โ€ข By Grade 5 Planetary Scientists

๐ŸŽค Speaker Rehearsal Notes (Not shown to audience):Type oral cues and delivery pacing below

Apply Simulator Skills โ€ข Try it yourself

Export to Sheets & Analyze!

๐Ÿ”„Direct Simulator Transfer: Step 5 Tasks 13, 14 & 15

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

View summary charts auto-generated by the form builder.

Developing

Export raw survey responses into a linked Google Sheets / Excel spreadsheet.

Secure (Goal)

Filter survey responses in a spreadsheet to compare subgroup opinions (e.g., Year 5 vs Year 6).

Mastery

Write a 3-point summary report based on survey chart findings. Typing: 25 WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

How helpful was exporting to a spreadsheet for analyzing your survey data?

๐ŸŸขSecure Level

Filter survey responses in a spreadsheet to compare subgroup opinions (e.g., Year 5 vs Year 6).

Learning check

Learning Check

Why is exporting survey data to a spreadsheet better than looking at automatic summary pie charts alone?

Choose the best option.

Answer correctly to unlock the next level.

Correct! Spreadsheets allow custom filtering, cross-tabulation, and deeper analysis!Think about what spreadsheets let you do with raw rows of data.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: I used to think...

Teacher notes: Facilitate the I used to think... routine for 2โ€“3 minutes. Encourage students to connect the prompt to Perspective (Analyzing survey data transforms raw opinions into actionable insights.).

Achievement pathway

  • Foundation: View summary charts auto-generated by the form builder.
  • Developing: Export raw survey responses into a linked Google Sheets / Excel spreadsheet.
  • Secure: Filter survey responses in a spreadsheet to compare subgroup opinions (e.g., Year 5 vs Year 6).
  • Mastering: Write a 3-point summary report based on survey chart findings. Typing: 25 WPM.

Curriculum links

Curriculum strand: CM.03.B.1.3

Outcome: SURV-O-05 โ€” Exporting survey responses to spreadsheets and generating charts.

PYP: Perspective ยท Analyzing survey data transforms raw opinions into actionable insights.

Learner profile: Knowledgeable

Competency tags

  • response-analysis
  • spreadsheet-export
  • summary-charts
  • data-insights

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "Why is exporting survey data to a spreadsheet better than looking at automatic summary pie charts alone?" with a teacher or teaching assistant.

Teacher override: allow

Back to top

Locked level

Level 6: Ethics & Bias

Complete the previous learning check to unlock this next level.

Level 6

Ethics & Bias

Identifying leading questions, sampling bias, and GDPR/privacy ethics.

Learning objective

Learning About: Ethical Surveys. Learning To: Eliminate bias & protect privacy. Learning To Be: Reflective.

Let's Go!

Step media

Learn

Responsible researchers avoid bias and protect user privacy! A 'leading question' tricks people into answering a certain way. Ethical surveys use neutral language, collect only necessary data, keep responses anonymous, and protect personal info under privacy laws.

Interactive Simulator Sandbox
๐Ÿ›ก๏ธ

Cybersecurity & Scam Defense Audit Engine

Master Security Audits, Threat Analysis & Defense-in-Depth

DEFENSE POSTURE SCORE:0%
AUDIT REQUIRED
LEVEL 1 โ€ข BRONZEOS6 โ€ข Free Gift Traps

Deceptive Reward Screen Detection

Review the incoming web element. Identify signs of fraudulent "Free Prize" lures before taking action.

INSPECTED TARGET: Free_Robux_Winner_Popup.html
UNVERIFIED
๐Ÿ›ก๏ธ Security Inspector & Triage
THREAT LEVEL: UNRATED
๐Ÿ“‹ NIST Cybersecurity Framework Mapping
CSF v2.0
IDIdentifyAsset & Threat Identification
PRProtectSafeguards & MFA
DEDetectAnomalies & Phishing
RSRespondContainment Protocol
RCRecoverRestoration & Backups
๐Ÿ“ก Live Telemetry & Threat Vector Indicators
LIVE TELEMETRY
Metric / IndicatorObserved ValueRisk Factor
TLS CertificateSelf-Signed / UntrustedHIGH
Sender Domain Entropy0.89 (Spoofed DMARC)CRITICAL
Urgency Emotion VectorActive Countdown DetectedELEVATED
๐Ÿ’ป SOC Incident Event Stream & Telemetry Log
[SOC-INIT] Defense telemetry daemon active. Port 443 TLS 1.3 inspector online.
[AUDIT-READY] Simulator initialized. Select a step to commence security audit.
            

Apply Simulator Skills โ€ข Try it yourself

Fix Biased Questions & Audit Privacy!

๐Ÿ”„Direct Simulator Transfer: Step 6 Tasks 16, 17 & 18

Now that you've practiced the virtual mechanics in the simulator above, apply those exact skills in your real computer environment:

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Identify leading or biased question wording.

Developing

Rewrite biased survey questions into neutral, objective choices.

Secure (Goal)

Explain representative sampling and avoid biased sample groups.

Mastery

Conduct a complete ethical audit of a survey regarding personal data collection (GDPR/privacy). Typing: 30+ WPM.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

Reflect

๐ŸŽฏ

Self-Assessment & Reflection

How confident do you feel in identifying and removing bias from survey questions?

๐ŸŸขSecure Level

Explain representative sampling and avoid biased sample groups.

Learning check

Learning Check

Which of the following is a NEUTRAL, UNBIASED survey question?

Choose the best option.

Answer correctly to complete this strand.

Mastered! Neutral questions allow respondents to share honest opinions without being influenced!Look for the question that offers balanced choices without pushing an opinion.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: Step Inside

Teacher notes: Facilitate the Step Inside routine for 2โ€“3 minutes. Encourage students to connect the prompt to Reflection (Ethical survey design requires unbiased questions and responsible privacy protection.).

Achievement pathway

  • Foundation: Identify leading or biased question wording.
  • Developing: Rewrite biased survey questions into neutral, objective choices.
  • Secure: Explain representative sampling and avoid biased sample groups.
  • Mastering: Conduct a complete ethical audit of a survey regarding personal data collection (GDPR/privacy). Typing: 30+ WPM.

Curriculum links

Curriculum strand: MAT.03.E.1.6

Outcome: SURV-O-06 โ€” Identifying leading questions, sampling bias, and GDPR/privacy ethics.

PYP: Reflection ยท Ethical survey design requires unbiased questions and responsible privacy protection.

Learner profile: Reflective

Competency tags

  • survey-ethics
  • sampling-bias
  • leading-questions
  • gdpr-privacy

Gate support

Accessibility alternative: Students may verbally explain or point to the correct answer for "Which of the following is a NEUTRAL, UNBIASED survey question?" with a teacher or teaching assistant.

Teacher override: allow

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