Grade by Grade
D. Earth and Space Science: Climate Change · Climate Change

Climate Change in the Media: Perspectives, Bias and Reliable Evidence

D2.9 A1.3 A1.9About 70 minutes
Learning goals
  • I can compare scientific and non-scientific media sources about climate change.
  • I can identify how knowledge, beliefs and values shape different perspectives on climate change.
  • I can recognize common forms of bias and misleading arguments, including cherry-picking, false balance and misleading graphs.
  • I can evaluate a source for reliability and bias.
  • I can separate scientific questions from values questions in a climate debate.

Words to know

peer review
Checking of a scientific paper by independent experts before it is published.
scientific consensus
The collective judgment of the large majority of experts in a field, based on the evidence.
perspective
A point of view shaped by a person's knowledge, beliefs, values and experiences.
bias
A tendency to present or interpret information in a one-sided way.
cherry-picking
Selecting only the data that support a conclusion and ignoring the rest.
false balance
Presenting two sides as equally supported by evidence when they are not.
greenwashing
Making a product, company or policy seem more environmentally friendly than it really is.
lateral reading
Checking a source by leaving it and seeing what other reliable sources say about it and its claims.

Let's start with your feed

In one afternoon of scrolling you might see: a short video saying a cold snap "proves" global warming is fake; a news story about a wildfire evacuation; an ad from an energy company about its clean future; a post saying "it's too late, we're all doomed"; and a link to a new scientific report.

They can't all be equally reliable. Some are trying to inform you, some to persuade you, some to sell you something, and some just want clicks. In this lesson you'll learn to tell the difference and to understand why people see climate change so differently.

Scientific and non-scientific media

Scientific sources include papers in peer-reviewed journals, and large assessment reports that review thousands of papers, such as those of the Intergovernmental Panel on Climate Change (IPCC), and Canada's national assessment reports from Natural Resources Canada and Environment and Climate Change Canada. Before publication, they're checked by independent experts; they show their data and methods; they state their uncertainties; and they are corrected if errors are found.

Non-scientific sources include news articles, opinion columns, blogs, podcasts, social media posts, advertisements, political speeches and advocacy campaigns. Some are excellent (careful science journalists interview experts and link to the research). Others are written quickly, simplify too much, or are designed to persuade.

Scientific sources aren't perfect, and non-scientific sources aren't automatically wrong, but they work differently. Scientific writing aims to reduce bias through methods and checking; persuasive writing often chooses a side on purpose.

more independent checking before publicationPeer-reviewedstudies; IPCCassessmentsGovernment anduniversity scienceagenciesScience news byexperiencedjournalistsOpinion columns,advocacy groups,company adsAnonymous orunverifiedsocial postsEvery source can still be checked: who wrote it, what evidence, who paid, what do other sources say?
A rough guide to how much checking different kinds of sources usually get before they're published. It's a starting point, not a rule: a news story can be excellent, and a single study can be wrong, so always look at the evidence and at what other reliable sources say.

Where scientists agree, and where people disagree

Several studies that examined thousands of peer-reviewed climate papers found that more than 97% of those that took a position agree that recent warming is mainly caused by humans; more recent studies put the figure even higher. The IPCC has concluded that human influence on warming is unequivocal.

So why do people still argue? Many disagreements aren't really about the science. It helps to separate two kinds of questions:

  • Scientific questions: Is Earth warming? Why? How much will it warm with different emissions? These are answered by evidence.
  • Values questions: What should we do about it? How fast? Who should pay? What trade-offs are acceptable between jobs, costs, nature and future generations? These depend on values, and reasonable people can disagree.

A useful habit: when you see a climate argument, ask "Is this a disagreement about evidence, or about values?"

What shapes a perspective: knowledge, beliefs and values

  • Knowledge: what a person knows and where they learned it (school, news, experience, traditional knowledge passed down through generations).
  • Beliefs: what a person accepts as true, including beliefs about how the world works, the role of government, or trust in institutions.
  • Values: what a person thinks is most important: for example, economic security, protecting nature, fairness between rich and poor countries, responsibility to future generations, freedom of choice, or community and cultural survival.

Many First Nations, Métis and Inuit perspectives emphasize relationships and responsibilities to land, water, animals and future generations, and draw on long-term knowledge of local environments. Workers in the oil and gas industry may value job security and their community's economy. A farmer may be concerned about both drought and fuel costs. None of these perspectives changes the physics of CO₂, but each affects which solutions people support.

Worked example

Example 1: Identify the perspectives

Read these fictional statements about a proposal to increase industrial carbon pricing. For each, identify a value or belief behind it, and say whether the disagreement is about evidence or values.

  • A: "My whole town depends on the plant. If costs go up, jobs could disappear." (a plant worker)
  • B: "Our community has watched the ice change for generations. We have a responsibility to the land and to our grandchildren." (a community leader in the North)
  • C: "Pricing pollution is usually the cheapest way to cut emissions." (an economist)
  • D: "Climate change is a hoax made up by scientists to get grants." (an anonymous post)
  1. A: values economic security and community. A values concern (and a factual question about how many jobs would be affected, which can be studied).
  2. B: values responsibility to land and future generations, based on long-term observation (knowledge). A values position supported by local evidence.
  3. C: based on economic knowledge and research; mostly an evidence claim (studies can test how cost-effective carbon pricing is).
  4. D: a belief that contradicts the evidence and accuses scientists without support. It's a conspiracy claim, not a reasonable values position. Thousands of independent scientists in many countries, using different data, reach the same conclusions.

A and B are mainly values; C is mainly an evidence claim; D is an unsupported belief that conflicts with the evidence.

Common forms of bias and misleading arguments

  • Cherry-picking: choosing only the data that fit the message, for example, starting a graph in an unusually hot year so the trend looks flat, or pointing to one cold winter.
  • Misleading graphs: stretched or truncated axes, missing labels, or a time range that hides the trend.
  • False balance: a news story gives a lone contrarian the same time as the scientific consensus, making the science look evenly split.
  • Fake experts: quoting someone with impressive titles in an unrelated field.
  • Conspiracy thinking: claiming that thousands of scientists worldwide are secretly faking data.
  • Greenwashing: a company or product claiming to be green based on a small action while the main activity stays the same.
  • Doomism: "It's too late, nothing we do matters." This sounds like the opposite of denial, but it also leads to inaction, and it's not what the science says: every tonne of CO₂ avoided reduces future warming.
  • Sensational headlines: headlines written for clicks that exaggerate a finding ("Scientists say ..." when it's one small study).
  • Conflicts of interest: a source paid by a group that benefits from a particular conclusion.
00.51.01990200020102020cherry-picked1998–2008full 35-year trendAnomaly (°C)
Practice data shaped like real global temperature records. Starting at an unusually warm year (1998) and stopping ten years later makes warming look small (dashed line, about 0.09 °C per decade). The full record (solid line) shows the real trend, about 0.26 °C per decade.
4849.551202220232024y-axis starts at 4803060202220232024y-axis starts at 0
The same three numbers (49, 50, 51) graphed two ways. Starting the y-axis just below the data (left) makes a 4% change look enormous; starting at zero (right) shows it is small. Always read the axis before reacting to a graph.
Worked example

Example 2: Evaluate a viral post

A post says: "BREAKING: Arctic sea ice GREW 29% in one year! Scientists don't want you to know. Global warming is over!" Evaluate it.

  1. Check the claim: a large jump from one year to the next can happen after a record low year (for example, from an unusually low year to a more typical one). One year's change doesn't show the long-term trend.
  2. Cherry-picking: it compares only two years, chosen to look dramatic, and ignores 45 years of satellite data showing decline.
  3. Conspiracy claim: "scientists don't want you to know": but sea-ice data are published openly online by the U.S. National Snow and Ice Data Center and others; anyone can check them.
  4. Lateral reading: search what science agencies say about that year's sea ice. They would describe it as above the previous record low but still well below the long-term average.
  5. Conclusion: the post is misleading. It uses cherry-picking, a sensational headline and a conspiracy claim. Reliable sources show continued long-term decline.

Misleading: one-year comparison after a record low, no trend, conspiracy framing. Check open data and science agencies.

A quick source checklist

Ask SIFT:

  1. Stop. Notice your reaction. Strong emotion (anger, fear, "I knew it!") is a cue to slow down.
  2. Investigate the source. Who made it? What is their expertise? Who funds them? What is their purpose (inform, persuade, sell)?
  3. Find better coverage. Read laterally: what do other reliable sources say?
  4. Trace claims to the original. Find the study, data or report. Does it actually say what the post claims?

Also check the date: climate policy changes often, so an article from five years ago may be out of date.

Just for fun

A climate scientist and a weather forecaster walk into a classroom. The forecaster says, "I can't tell you exactly what will happen next Tuesday." The climate scientist says, "I can't either, but I can tell you July will be warmer than January." Weather is your mood; climate is your personality.

Hands-on activity

Compare two sources on the same climate story (A1.3, A1.9)

You need: internet access with a grown-up's OK, a notebook or document.

  1. Choose a recent climate topic in the news (for example, a heat wave, wildfire season, sea-ice minimum, a new emissions report, or a climate policy).
  2. Find two sources about it: one scientific (a peer-reviewed study, an IPCC or government science report, or a university or science-agency news release) and one non-scientific (a news story, opinion column, social media post, or advertisement).
  3. Make a comparison table with these rows: Author and expertise | Purpose (inform, persuade, sell, entertain) | Evidence used | How uncertainty is described | Possible bias or conflict of interest | Values or beliefs it seems to reflect | Any misleading techniques.
  4. Use lateral reading to check one claim from the non-scientific source. What did you find?
  5. Write a short conclusion (100 to 150 words): Which source is more reliable for the scientific facts? Does the less reliable source still tell you something useful (for example, about people's values or concerns)?

What to look for: specific, evidence-based comments in each row (not just "it's biased"), at least one checked claim, and a balanced conclusion that separates scientific reliability from values.

Your turn

1

What is peer review, and why does it make a source more reliable?

2

Give two examples of scientific and two of non-scientific sources about climate change.

3

What is the difference between a scientific question and a values question? Give one example of each about climate change.

4

What is cherry-picking? Give a climate example.

5

Why is false balance misleading?

6

What is greenwashing? Give an example.

7

Why is doomism ("it's too late") also a problem?

More practice: warm-up

1

What does IPCC stand for?

2

Name the three things the curriculum says shape perspectives on climate change.

3

What does the S in SIFT stand for?

4

What is lateral reading?

5

What percentage of climate papers that took a position agreed humans are causing recent warming, according to well-known studies?

More practice: on your own

1

A graph shows Canada's emissions falling from 763 to 685 Mt, with the y-axis starting at 650 Mt. Why might this be misleading, and what would a fairer graph look like?

2

A TV debate on climate science features one IPCC author and one commentator with no climate training, given equal time. Explain the problem.

3

An energy company's ad says it is "committed to a net-zero future". What questions would you ask to check for greenwashing?

4

A person who works in forestry and a person who runs a tourism business in the same town disagree about a proposed new protected area. Identify a possible value behind each view.

5

Why should you check the date on an article about climate policy?

Challenge

1

Scientific sources describe uncertainty (for example, "likely" or "high confidence"). Some people say this proves scientists don't really know. Explain why stating uncertainty is actually a strength.

2

Explain how two people can accept the same climate science but still disagree strongly about policy. Use knowledge, beliefs and values.

3

Design a short checklist (5 items) that a Grade 10 student could use to evaluate a climate video on social media, and explain why each item matters.

Check your understanding

Quiz

1.

Which is a scientific source?

2.

Choosing to start a temperature graph in an unusually hot year to make warming look smaller is an example of...

3.

Which question is mainly about values rather than evidence?

4.

A company advertises its one electric delivery van while its main business expands coal mining. This is an example of...

5.

What is false balance?

6.

Which is the best first step when a post makes you very angry or excited?

7.

Which statement about scientific agreement on climate change is accurate?

For parents and teachers

Big idea: People see climate change differently because of their knowledge, beliefs and values. Scientific and non-scientific sources work differently, and common techniques (cherry-picking, false balance, misleading graphs, greenwashing, doomism) can mislead. Separating evidence questions from values questions makes discussions clearer. This covers D2.9, with research skills A1.3 and A1.9.

How to help: Look at a climate story together and use the SIFT checklist. If your family has strong views on climate policy, this lesson is a chance to talk respectfully: you can share your values while agreeing on what the evidence shows. Model checking a source before sharing.

Common difficulties:

  • Calling anything you disagree with "biased" without pointing to a specific technique or evidence.
  • Treating all sources as equally reliable, or assuming scientific sources can never be wrong.
  • Mixing up evidence disagreements and values disagreements.

The graph of temperatures in this lesson uses practice data shaped like real records, so students can see the cherry-picking technique clearly.