E10 E - Evaluate sources on a current issue
aiMOOCE10 E - Evaluate sources on a current issue
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E10 E - Evaluate sources on a current issue
Mini-description: Evaluate several sources by provider, date, expertise, evidence, transparency and relevance. Explain why two sources can be useful in different ways. You will work with a current issue: How does generative AI affect students' learning?
Learning path: English first → understand → respond → analyse → communicate → feedback → revise → transfer.
Media start: Look at the image for 30 seconds. What is the person doing differently from someone who stays on one website? Explain your idea in two English sentences.
Einleitung
Online information can look professional and still be weak evidence. A useful source is not simply “good” or “bad”: its value depends on the claim you want to check.
In this course, you compare current English-language sources about AI and learning. You do not need to understand every word. First get the main idea, then inspect the source, then compare evidence.
Important: An attractive design is not evidence. A familiar provider is not automatically correct. A source with a clear method, relevant expertise and traceable evidence usually gives you more to check.
I can ...
| I can ... | Success looks like ... |
|---|---|
| identify the provider and date | I can say who published a source and when. |
| check expertise | I can explain why the author or organisation may know about the topic. |
| inspect evidence | I can find data, methods, examples, links or sources behind a claim. |
| check transparency | I can find limitations, corrections, funding, methods or conflicts of interest where available. |
| judge relevance | I can explain whether the source really answers my question. |
| compare sources | I can explain why two sources differ in strength for a specific claim. |
| communicate carefully | I can use reporting verbs, hedging and evidence instead of overclaiming. |
Before you start: activate your knowledge
- Quick response: Name one sign that makes you trust an online source.
- Counter-example: Name one source that looks trustworthy but might still need checking.
- Prediction: Which matters more for a current issue: an old expert text or a new text with weak evidence? Explain why the answer may depend on the question.
The 6-check lens
| Check | Ask | Useful English |
|---|---|---|
| Provider | Who publishes this? What is their role or interest? | The provider is ... Its purpose appears to be ... |
| Date | When was it published or updated? Is that current enough? | The source was published in ... This matters because ... |
| Expertise | Does the author or organisation have relevant knowledge? | The author has expertise in ... However, ... |
| Evidence | What supports the claim: data, method, documents, examples, research? | The claim is supported by ... The evidence does not show ... |
| Transparency | Can you see methods, sources, funding, limitations or corrections? | The source is transparent about ... It does not explain ... |
| Relevance | Does this source answer your exact question for the right group and context? | This source is relevant to ... but less useful for ... |
Media task: Choose two tips from the infographic. Connect each tip to one of the six checks above. Then add one check that the infographic does not fully cover.
Listening and viewing: fact-checking
First viewing: Watch for the main message. Do not take full notes.
Second viewing: Write down one idea about who is behind information, one idea about evidence and one idea about checking beyond the original page.
Response: Finish this sentence: “Professional fact-checking is more than checking whether a sentence sounds true because ...”
Viewing: evidence is not the same as proof
After viewing, explain the difference between:
- a claim and evidence for the claim
- evidence and strong evidence
- correlation and causation
Think: Peer review can be useful, but the label “peer reviewed” does not remove the need to check method, sample, date and relevance.
Current issue: AI for schoolwork
Guiding question: How does generative AI affect students' learning?
Use the core source pack first. Read the headline, provider, date and first relevant section before you read closely.
| Source | Provider and date | What it can help you investigate | What still needs checking |
|---|---|---|---|
| OECD: PISA 2025 – student school life and AI use | OECD, 2026 | Patterns in reported AI use and school performance across participating education systems | Population, measures, statistical controls and the difference between association and causation |
| UNESCO: AI and education – protecting the rights of learners | UNESCO, 2025 | Rights, access, privacy, safety, equity and governance | Whether the source gives direct evidence about learning effects in your exact classroom context |
| Education Week: How Teens Are Using AI | Education Week, 2026 | Recent reporting on teen AI use based on named surveys | Survey design, age group, country context and links to original survey reports |
| OpenAI: What students gain from ChatGPT and critical-thinking training | OpenAI, 2026 | A company account of a randomized experiment involving student work | Original paper, sample, measures, limitations, funding and the provider's own interest in the technology |
Extension sources:
| Source | Use it for ... |
|---|---|
| OECD Digital Education Outlook 2026 | a broader research synthesis on generative AI and education |
| Reuters report on PISA 2025 | comparing secondary news reporting with the original OECD material |
Key idea: Sources may disagree because they use different evidence, populations, purposes or questions. A rights report and a performance study may both be useful without answering the same question.
Reading: three passes
- Pass 1 – Preview: provider, date, title, author, section headings.
- Pass 2 – Evidence: underline the main claim and mark the evidence used.
- Pass 3 – Lateral read: leave the page. Check the provider, author, original study, data source or independent coverage in new tabs.
Rule: Do not spend ten minutes reading vertically before you know who is behind the page.
Research move: find the original
For one claim in the source pack, trace the information backwards:
- news or company summary → original report or paper
- statistic → data table or method section
- quotation → original speaker or document
- image → original context and licence
Stop when you can answer: “Where did this claim come from, and what did the original source actually show?”
Short viewing: how news choices shape meaning
After watching, compare a headline with the source behind it. Ask: What was selected? What was left out? Does the headline make the evidence sound stronger than it is?
Media check: Wikipedia and misinformation
Datei:How is misinformation addressed on Wikipedia – A WIKI MINUTE 16-9 – NO VO.webm
Viewing task: Identify two ways a collaborative platform can mark or correct questionable information. Then explain why Wikipedia can be useful for orientation but should not automatically become the final evidence for every school task.
Context vocabulary
| Word | Simple meaning | Use it |
|---|---|---|
| claim | a statement that may need proof | The main claim is that ... |
| provider | the organisation or person publishing the source | The provider is ... |
| expertise | relevant knowledge or experience | The author has expertise in ... |
| evidence | information used to support a claim | The evidence comes from ... |
| transparent | open about method, sources or limits | The source is transparent about ... |
| relevant | useful for the exact question | This is relevant because ... |
| bias | a tendency that may shape selection or interpretation | A possible bias is ... |
| limitation | something the evidence cannot fully show | One limitation is ... |
| correlation | two things change together | The study reports a correlation between ... |
| causation | one factor produces a change in another | The data do not prove causation. |
Pronunciation: stress before accent
Clarity matters more than accent imitation. Practise the stressed part:
| Word | Stress focus |
|---|---|
| evidence | E-vi-dence |
| provider | pro-VI-der |
| expertise | ex-per-TISE |
| relevance | RE-le-vance |
| transparency | trans-PAR-en-cy |
Say one full sentence slowly, then at natural speed: “The provider gives evidence, but the relevance is limited.”
Recording is optional. Keep recordings private unless you actively choose to share them in a school-approved setting.
Functional grammar: careful source language
Strong source evaluation avoids absolute claims when the evidence is limited.
| Function | Useful pattern | Example |
|---|---|---|
| report | According to ... / The report states that ... | According to the report, AI use is widespread. |
| hedge | suggests / may / appears to / is associated with | The data suggest a relationship, but they do not prove causation. |
| contrast | while / whereas / however | While Source A focuses on performance, Source B focuses on rights. |
| limit | only shows / does not establish / is limited to | The survey is limited to a specific age group. |
| evaluate | is stronger for ... / is less relevant to ... | This source is stronger for recent usage data than for causal claims. |
Avoid: “This proves ...” when the source only reports a survey, correlation or expert opinion.
Speaking: evidence-based source comparison
Work with a partner. Choose two core sources.
Round 1 – 60 seconds each: Explain the provider, one key claim and the evidence.
Round 2 – challenge: Ask one question beginning with “How do we know ...?” or “What would we need to check ...?”
Round 3 – comparison: Complete: “For the question ..., Source A is more useful because ..., while Source B is more useful for ...”
No winner is needed. Your goal is to match each source to the claim it can support.
Writing: a precise comparison
Write 150–180 words in English.
Task: Compare two sources from the pack. Explain one similarity, one difference in evidence and one difference in relevance.
Use this structure:
- Point: What exact question are you comparing them for?
- Source A: provider + evidence + one limitation.
- Source B: provider + evidence + one limitation.
- Comparison: whereas / however / while.
- Conclusion: which source is more useful for which specific claim?
Keep your own draft. If you use digital help, do not replace your text with generated text. Check every factual claim and every source link yourself.
Mediation: purpose before translation
Situation: A German-speaking parent asks what one English source says about AI and learning.
Explain the key point in 60–80 German words. Do not translate sentence by sentence. Select only what the parent needs:
- what the source investigated
- what it found or argued
- one important limitation
- why the source matters for the question
Feedback: Keep – Change – Check
Give feedback on a partner's comparison.
| Keep | Change | Check |
|---|---|---|
| one sentence that is clear and evidence-based | one sentence that is too general or repetitive | one claim, date, link or interpretation that should be verified |
Then revise your text once. Keep the first version so you can see what changed.
Error analysis
| Common error | Better move |
|---|---|
| “It is an OECD source, so it must be true.” | Name the relevant expertise and inspect the evidence. |
| “It is from 2026, so it is reliable.” | Date tells you freshness, not quality. |
| “The article gives a percentage, so it proves the cause.” | Check method and whether the design supports causation. |
| “A company source is false because the company benefits.” | Note the possible interest, then inspect the underlying evidence and independent checks. |
| “The two sources contradict each other.” | First check whether they studied the same question, group and outcome. |
| “AI said the source exists.” | Open the source, check the provider, date and original evidence yourself. |
Responsible use of AI and media
AI-generated answers can contain wrong, outdated or invented references. Treat them as leads, not proof. Open the original source and verify it.
Do not upload private schoolwork, personal data, classmates' information, recordings or images to external AI services without permission and a school-approved purpose. Recording tasks in this course are voluntary and can stay private.
Your own writing should remain visible through drafting and revision.
Can-do check
| I can ... | Yes | Almost | Not yet |
|---|---|---|---|
| identify provider and date quickly | |||
| explain relevant expertise | |||
| separate claim from evidence | |||
| identify one limitation | |||
| explain transparency | |||
| compare two sources without calling one simply “good” or “bad” | |||
| use hedging and reporting verbs | |||
| revise my own text after feedback |
Transfer and follow-up
Choose another age-appropriate current issue from science, technology, culture, environment, sport or everyday life. Use at least three different provider types and apply the same six checks.
Folgekurs: Build an evidence-based argument – move from evaluating sources to using them in a coherent discussion.
Interaktive Aufgaben
Quiz: Teste Dein Wissen
What should you check first when you open an unfamiliar source? (Who provides or publishes it) (!Whether the page has many pictures) (!Whether the headline agrees with you) (!Whether the text is long)
Why does the publication date matter on a current issue? (It helps you judge whether the information is up to date) (!It proves that the source is correct) (!It shows that the author is an expert) (!It makes the evidence independent)
What is the best sign of relevant expertise? (Knowledge or experience connected to the exact topic) (!A large number of social media followers) (!A professional-looking profile picture) (!A confident writing style)
Which question checks evidence most directly? (What data, documents or research support the claim) (!Is the website colourful) (!Do I like the conclusion) (!Is the text easy to share)
What does transparency mean in source evaluation? (The source makes methods, sources, limits or interests visible) (!The source uses only short sentences) (!The source has no author name) (!The source avoids all statistics)
When is a source relevant? (When it helps answer the exact question for the needed context) (!When it is the newest source online) (!When it has the strongest opinion) (!When it has the longest reference list)
What does lateral reading mean? (Leaving the page to check the source and claim elsewhere) (!Reading the same page from top to bottom twice) (!Reading only the comments below an article) (!Reading without opening any links)
What can a correlation show? (Two measured things are related) (!One factor definitely caused the other) (!The provider has no bias) (!The method has no limitations)
How should you treat a company source about its own product? (Check its evidence and possible interests, then compare independently) (!Reject it automatically) (!Accept it automatically) (!Ignore its original research links)
What is a strong final comparison sentence? (Source A is useful for this claim, while Source B answers a different part of the question) (!Source A is obviously true and Source B is useless) (!Both sources are reliable because they are online) (!The newer source always wins)
Memory
| Provider | Who publishes the source |
| Date | How current the information is |
| Expertise | Relevant knowledge or experience |
| Evidence | Support for a claim |
| Transparency | Openness about method and limitations |
| Relevance | Fit with the exact question |
Drag and Drop
| Ordne die richtigen Begriffe zu. | Thema |
|---|---|
| Provider check | Who is behind the information |
| Evidence check | What supports the central claim |
| Transparency check | What methods and limitations are visible |
| Relevance check | How well the source fits the question |
| Lateral reading | Checking the source outside its own page |
Kreuzworträtsel
| Provider | Who publishes a source? |
| Evidence | What supports a claim? |
| Expertise | What word describes relevant specialist knowledge? |
| Relevance | What word describes the fit between source and question? |
| Transparency | What word describes openness about method and limits? |
| Context | What helps you understand where and for whom a claim applies? |
LearningApps
Lückentext
Offene Aufgaben
Leicht
- Source Snapshot: Choose one core source and make a six-box card: provider, date, expertise, evidence, transparency and relevance.
- Headline Check: Rewrite one headline so that it matches the evidence more precisely without becoming boring.
- Evidence Hunt: Find one statistic in a source and trace it to the original report, table or study.
- Vocabulary Voice Note: Practise five key source-evaluation words aloud; recording is optional and may remain private.
Standard
- Two-Source Compare: Compare an institutional source with a journalistic source and explain what each can support.
- Lateral Reading Log: Document three tabs you opened while checking one claim and explain what each tab added.
- Mini Mediation: Explain one English source to a German-speaking school audience in 80 words without translating it sentence by sentence.
- Peer Feedback Revision: Exchange source comparisons, use Keep–Change–Check feedback and submit a visibly revised second version.
Schwer
- Claim Audit: Take one strong-sounding claim and test whether the cited evidence really supports its wording.
- Method Detective: Compare the sample, measures and limitations of two research-based sources before discussing their conclusions.
- Provider Perspective: Compare a company source, an international organisation and a news source on the same issue and explain how purpose shapes emphasis.
- Transfer Investigation: Choose a new current issue, collect three age-appropriate sources from different provider types and justify which claim each source can responsibly support.
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Lernkontrolle
- Source-fit task: You receive three sources about the same issue. Decide which source is useful for a prevalence claim, which for a rights question and which for a causal claim. Justify each match with evidence.
- Headline-to-evidence task: Compare a news headline with the original report. Identify one accurate simplification and one possible overstatement.
- Method transfer: A survey finds that frequent users of a tool have lower test scores. Explain at least two reasons why this does not automatically prove that the tool caused the lower scores.
- Transparency task: A source names an expert but gives no method, data or links. Explain what you can and cannot conclude from the expert's presence.
- Perspective task: Two sources emphasise different risks and benefits. Explain whether they truly contradict each other or answer different questions.
- Revision task: Improve a paragraph that overuses “proves”, “always” and “everyone” so that the language matches the strength of the evidence.
Lernnachweis
Für einen erfolgreichen Lernnachweis solltest Du zeigen, dass Du:
- eine aktuelle Leitfrage klar formulierst
- mehrere geeignete englischsprachige Quellen unterschiedlicher Anbieter nutzt
- provider, date, expertise, evidence, transparency und relevance prüfst
- mindestens einen Originalbeleg hinter einer Sekundärquelle zurückverfolgst
- zwischen Korrelation und Kausalität unterscheidest
- Aussagen mit passenden reporting verbs und hedging formulierst
- Unterschiede der Aussagekraft bezogen auf eine konkrete Frage erklärst
- Feedback sichtbar in eine überarbeitete eigene Fassung einarbeitest
- bei KI-Hinweisen die Originalquellen selbst öffnest und prüfst
- Datenschutz und Freiwilligkeit bei Aufnahmen und digitalen Werkzeugen beachtest
OERs zum Thema
Further open media: The Wikimedia Commons files used in this course contain licence information on their file-description pages. Reuse them only under the stated licence terms.
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