Course outline
Module 1
Module 1: The Changing Business Model of News
The Changing Business Model of News
Knowledge check
Q1. What was the primary source of revenue for most newspapers throughout the 20th century?
- A. Government subsidies
- B. Advertising ✓
- C. Subscription fees alone
- D. Donations from readers
Why: Most newspapers relied heavily on advertising, which often accounted for 70 to 80 percent of revenue. Subscriptions and newsstand sales contributed, but advertising was the financial backbone of the industry.
Q2. What is the term for classified ads, such as job listings and real estate postings, that were once a major income stream for local newspapers?
- A. Display advertising
- B. Sponsored content
- C. Classified advertising ✓
- D. Native advertising
Why: Classified advertising consisted of small, text-based listings organized by category. Online platforms like Craigslist and job sites captured much of this revenue, weakening newspapers' finances.
Q3. Which economic concept describes the shift in which digital platforms like Google and Facebook capture a large share of advertising spending that once went to news publishers?
- A. Market consolidation
- B. Disintermediation of advertising ✓
- C. Vertical integration
- D. Price discrimination
Why: Disintermediation describes how digital platforms connect advertisers directly with audiences, bypassing traditional publishers. This redirected ad dollars away from news organizations toward tech companies with massive reach and targeting capabilities.
Q4. What business model involves offering some news content free while requiring payment for premium articles or full access?
- A. Paywall or metered model ✓
- B. Pure advertising model
- C. Public broadcasting model
- D. Crowdfunding model
Why: Paywalls and metered models let publishers offer a limited number of free articles before requiring a subscription. This approach aims to convert casual readers into paying subscribers while retaining some audience reach.
Q5. Why have many news organizations pursued reader revenue and subscriptions more aggressively in recent years?
- A. Advertising revenue has become more stable and predictable
- B. Governments have required it by law
- C. Advertising revenue has declined and become less reliable, making direct reader support more important ✓
- D. Subscriptions eliminate the need for editorial staff
Why: As advertising revenue fell due to digital competition and lower per-click rates, publishers turned to readers for income. Subscriptions and memberships provide a more direct and diversified revenue base, reducing dependence on advertisers.
Module 2
Module 2: Platforms, Algorithms, and the Attention Economy
Platforms, Algorithms, and the Attention Economy
Knowledge check
Q1. What is the 'attention economy'?
- A. A system where media outlets are funded entirely by government grants
- B. An economic model in which human attention is treated as a scarce resource that platforms compete to capture and monetize ✓
- C. A policy that requires citizens to spend a fixed number of hours reading news each week
- D. A financial market for trading shares in social media companies
Why: The attention economy frames human attention as a scarce commodity. Platforms earn revenue by capturing it and selling access to advertisers, so content is often optimized for engagement.
Q2. What is an algorithm in the context of social media platforms?
- A. A printed editorial guideline followed by newsroom editors
- B. A set of rules and calculations that determines which content users see and in what order ✓
- C. A type of encryption used to protect user privacy
- D. A manual review process conducted by human moderators
Why: Platform algorithms are automated systems that rank and select content for each user's feed based on signals such as past behavior, engagement, and predicted interest.
Q3. Why do platform algorithms often prioritize emotionally charged content?
- A. Emotional content is required by law to be shown to users
- B. Emotional content tends to generate more clicks, shares, and comments, which signals engagement to the algorithm ✓
- C. Algorithms are programmed to avoid factual reporting
- D. Emotional content is cheaper for platforms to host
Why: Engagement metrics such as likes, shares, and comments reward content that provokes strong reactions. Because algorithms optimize for engagement, emotionally intense material is often amplified.
Q4. What is a 'filter bubble'?
- A. A physical barrier installed in newsrooms to block outside influence
- B. A technical standard for compressing video files for mobile devices
- C. A state of isolation in which personalized algorithms expose users mainly to information that matches their existing views ✓
- D. A tool journalists use to verify the authenticity of images
Why: The term describes how personalization can narrow the range of information a person encounters, reinforcing existing beliefs and reducing exposure to diverse perspectives.
Q5. Which of the following best describes the role of advertising in the business model of most social media platforms?
- A. Advertising is prohibited on news-related content
- B. Platforms typically sell targeted access to users' attention to advertisers, making user engagement central to revenue ✓
- C. Advertising revenue goes entirely to the journalists who produce the content
- D. Platforms rely almost exclusively on subscription fees from readers
Why: Most major platforms are funded by advertising. Their business depends on keeping users engaged long enough to view ads, which links platform design directly to attention capture.
Module 3
Module 3: Misinformation and Media Literacy
Misinformation and Media Literacy
Knowledge check
Q1. Which term describes false information that is spread without the intent to deceive?
- A. Disinformation
- B. Misinformation ✓
- C. Propaganda
- D. Satire
Why: Misinformation is false or inaccurate information shared without intent to mislead, such as a person unknowingly forwarding a fake news story. Disinformation, by contrast, is deliberately deceptive.
Q2. What is the most useful first step when evaluating an unfamiliar news source?
- A. Check how many likes or shares the article has
- B. Look up who runs the outlet and what its editorial standards are ✓
- C. Assume it is accurate if the headline is emotional
- D. Read only the comments section
Why: Investigating the source's ownership, track record, and editorial standards helps establish whether it is credible. Engagement metrics and comments do not reliably indicate accuracy.
Q3. What does the term 'lateral reading' refer to in media literacy?
- A. Reading an article from left to right on a screen
- B. Leaving a website to search for information about the source and claims from other sites ✓
- C. Reading only the headlines of several articles at once
- D. Skimming a document quickly for key facts
Why: Lateral reading means opening new tabs to check what other trusted sources say about a publication or claim, rather than relying only on the page itself. Professional fact-checkers use this method extensively.
Q4. Which of the following is a common sign of a manipulated or misleading image?
- A. It includes a photo credit
- B. It has no missing context, such as an old photo presented as current ✓
- C. It is shared by a verified journalist
- D. It has a clear caption describing the date and location
Why: Recycled or out-of-context images, where an old photo is presented as recent or from a different event, are a frequent form of misinformation. Checking dates, locations, and the original source helps reveal this.
Q5. Why is confirmation bias a challenge for media consumers?
- A. It makes people read too slowly
- B. It leads people to accept information that matches their existing beliefs and reject information that contradicts them ✓
- C. It causes people to distrust all online content
- D. It prevents people from understanding headlines
Why: Confirmation bias causes people to favor information that supports what they already believe, making them less likely to scrutinize agreeable claims and more likely to dismiss contrary evidence. Awareness of this bias is central to media literacy.
Module 4
Module 4: The Rise of Citizen and Participatory Journalism
The Rise of Citizen and Participatory Journalism
Knowledge check
Q1. What is citizen journalism?
- A. News reporting produced only by licensed professional journalists employed by major newspapers
- B. News and information gathered, reported, and shared by ordinary people who are not professionally trained journalists ✓
- C. Government-issued public announcements distributed through official media channels
- D. Advertising content that is designed to look like independent news reporting
Why: Citizen journalism refers to members of the public who collect, report, and distribute news, often using personal devices and social platforms, without formal newsroom employment or training.
Q2. Which technology most directly enabled the rise of citizen and participatory journalism?
- A. The printing press
- B. Radio broadcasting
- C. Widespread access to smartphones and internet connectivity ✓
- D. Satellite television dishes
Why: Smartphones with cameras and internet access allow anyone to capture and publish images, video, and text instantly, lowering the barriers that once limited news production to established media organizations.
Q3. What is a key characteristic of participatory journalism?
- A. Audiences only consume news and have no role in its creation
- B. Audiences actively contribute to news gathering, commenting, verifying, and sharing information ✓
- C. Journalists work in isolation without any input from the public
- D. News is produced exclusively by automated algorithms without human involvement
Why: Participatory journalism blurs the line between producers and consumers, with audiences taking an active role in contributing content, fact-checking, and discussing stories alongside professional reporters.
Q4. Which of the following is a common challenge associated with citizen journalism?
- A. A complete absence of eyewitness accounts during breaking events
- B. Difficulty verifying the accuracy and reliability of user-generated content ✓
- C. Excessive costs that prevent anyone from publishing news
- D. Strict legal prohibitions on sharing any images from public events
Why: Because citizen contributors often lack formal training and editorial oversight, their material can be inaccurate, misleading, or manipulated, making verification a central concern.
Q5. What role do professional journalists often play in relation to citizen-submitted content?
- A. They ignore citizen content entirely as it has no value
- B. They verify, contextualize, and curate citizen contributions before publication ✓
- C. They replace citizen content with paid advertisements
- D. They are legally required to delete all user-submitted material
Why: Professional journalists frequently use their verification skills, editorial judgment, and context to assess citizen-generated material, combining it with reporting to produce credible news.
Module 5
Module 5: Data Journalism and Computational Reporting
Data Journalism and Computational Reporting
Knowledge check
Q1. What is the core idea of data journalism?
- A. Publishing opinion pieces based on personal experience
- B. Using data analysis and visualization to find, verify, and tell news stories
- C. Reporting only on government press releases
- D. Writing headlines optimized for search engines
Q2. Which of the following is an example of a structured data source commonly used in data journalism?
- A. A handwritten diary
- B. A spreadsheet of public government budget figures
- C. An unrecorded eyewitness interview
- D. A painting displayed in a museum
Q3. What does 'cleaning data' mean in a journalistic workflow?
- A. Deleting all numbers that seem unusual
- B. Removing duplicates, fixing formatting errors, and standardizing values before analysis
- C. Encrypting files so they cannot be shared
- D. Printing data onto paper for archiving
Q4. Why is it important for a data journalist to document their methodology?
- A. So that readers can replicate the analysis and verify the findings
- B. So that the article ranks higher in search results
- C. So that the editor can claim credit for the story
- D. So that the data can be sold to advertisers
Q5. What is the main purpose of a data visualization in a news story?
- A. To replace the need for any written explanation
- B. To decorate the page and attract attention regardless of content
- C. To make patterns and comparisons in complex data easier for readers to understand
- D. To hide uncertainties in the underlying data
Module 6
Module 6: Trust, Ethics, and Editorial Independence
Trust, Ethics, and Editorial Independence
Knowledge check
Q1. Which principle is most central to maintaining public trust in journalism?
- A. Publishing stories as quickly as possible to beat competitors
- B. Accuracy and transparency about how information is gathered and verified
- C. Maximizing the number of page views and shares
- D. Avoiding all stories that could upset advertisers
Q2. What does 'editorial independence' mean?
- A. Journalists work without any salary or funding
- B. Editorial decisions are made free from pressure by owners, advertisers, or governments
- C. Each reporter publishes only their own opinions
- D. The newsroom operates separately from the internet
Q3. Why is a correction published prominently considered an ethical practice?
- A. It hides the original error from readers
- B. It shows the outlet values accuracy and helps readers trust future reporting
- C. It allows the outlet to avoid legal responsibility entirely
- D. It increases the story's search engine ranking
Q4. What is a conflict of interest in journalism?
- A. A disagreement between two reporters on the same story
- B. A situation where personal or financial ties could improperly influence coverage
- C. A dispute between a newspaper and its printing company
- D. Competition between two news outlets for the same scoop
Q5. Which practice most helps readers evaluate whether a news source is trustworthy?
- A. Checking whether the article has many photographs
- B. Looking for clear sourcing, named or verifiable sources, and disclosed corrections
- C. Confirming the article is long enough to seem thorough
- D. Checking whether the story matches the reader's existing beliefs
Module 7
Module 7: Global Media Futures and Emerging Technologies
Global Media Futures and Emerging Technologies
Knowledge check
Q1. Which emerging technology is most often associated with automatically generating news summaries and draft articles from structured data?
- A. Blockchain
- B. Automated journalism (natural language generation)
- C. Virtual reality headsets
- D. Satellite broadband
Q2. What does the term 'news deserts' refer to in discussions of the future of media?
- A. Regions where internet speeds are extremely slow
- B. Areas with little or no local news coverage due to the decline of local outlets
- C. Countries that ban foreign journalists
- D. Online platforms that only publish opinion pieces
Q3. Which business model shift has many news organizations adopting as an alternative to advertising-only revenue?
- A. Barter trading with other newspapers
- B. Reader subscriptions and memberships
- C. Government-issued broadcast licenses only
- D. Selling printing presses to startups
Q4. What is a 'deepfake' in the context of global media?
- A. A long-form investigative documentary
- B. A synthetic audio or video clip that convincingly imitates a real person
- C. A type of undersea internet cable
- D. A newsroom policy for protecting sources
Q5. Why do media scholars emphasize 'media literacy' as a future priority?
- A. To train audiences to critically evaluate sources and detect misinformation
- B. To increase the number of printed newspapers sold
- C. To replace professional journalists with citizen reporters entirely
- D. To limit access to international news