▸case-08 A public health agency released two anti-smoking campaigns targeting teens: Campaign A framed quitting as 'protecting family lineage and traditional values', while Campaign B framed quitting as 'defying corporate tobacco executives'. Campaign B performed drastically better in western urban centers. Explain this outcome using framing theory principles. | pass→pass | 14,344 | 15,332 | +7% | 1 | 1 | 0% | 2,177 | 3,163 | +45% | 0 | 0 | — |
▸case-09 A study presents identical framed news stories about immigration policy to two groups of citizens. Group A (politically active, high political knowledge) showed minimal shift in policy preference, while Group B (low political knowledge) showed a massive shift. Does this outcome contradict framing theory? Explain why or why not. | pass→pass | 10,101 | 10,164 | +1% | 1 | 1 | 0% | 1,636 | 2,311 | +41% | 0 | 0 | — |
▸case-01 Can you conduct a comprehensive frame analysis on recent news coverage surrounding municipal urban congestion pricing? I need a breakdown comparing the main narratives being pushed. Please format the output starting with a main title, followed by a comparison table detailing each frame along with its defined problem, perceived cause, moral evaluation, and suggested remedy. Include subsequent sections evaluating which frame holds dominance (including who promotes it and supporting evidence), the overall effects on public interpretation, blame assignment, and policy leanings, and an assessment of any counter-frames at play. | fail→pass | 31,539 | 28,201 | -11% | 1 | 1 | 0% | 4,678 | 3,506 | -25% | 0 | 0 | — |
▸case-02 I am analyzing how news outlets present the rise of nuclear power in energy transition plans. Please prepare a full framing study comparing the competing viewpoints. Deliver the results in a structured document that starts with a frame matrix breaking down each narrative's core problem, attributed cause, moral perspective, and proposed resolution. Following that, outline the leading dominant narrative with details on its key advocates and supporting proof, followed by an analysis of audience effects regarding issue interpretation, responsibility assignment, and policy inclination, and finish with a breakdown of opposing counter-frames. | pass→pass | 25,960 | 18,863 | -27% | 1 | 1 | 0% | 3,895 | 3,661 | -6% | 0 | 0 | — |
▸case-10 A communication scholar wants to analyze 1,000 news articles on corporate tax evasion using a standard pre-existing generic frame typology rather than inventing custom categories from scratch. Which standard generic media frames should be applied according to classic framing methodology? | pass→pass | 16,557 | 11,519 | -30% | 1 | 1 | 0% | 2,795 | 2,536 | -9% | 0 | 0 | — |
▸case-03 We are examining public discussions surrounding recent cryptocurrency regulations. Could you evaluate the competing frames used by regulators and industry advocates? Please structure the output as a formal report beginning with a table capturing each frame's identified issue, attributed origin, moral stance, and proposed remedy. Below the table, specify the dominant frame, who drives it, and evidence of its reach, followed by a discussion on how these frames influence reader interpretation, attribution of fault, and support for specific policies, concluding with a section on counter-framing strategies. | fail→fail | 26,917 | 20,602 | -23% | 1 | 1 | 0% | 4,079 | 3,613 | -11% | 0 | 0 | — |
▸case-04 A political campaign manager wants to present economic data showing a tax policy where 85% of citizens pay less while 15% pay more. They ask whether presenting this as '85% tax relief' versus 'tax burden on 15%' relies on the same framing mechanism as presenting tax policy as a 'growth driver' versus a 'fairness issue'. Explain the technical framing distinction between these two strategies. | pass→pass | 13,221 | 15,623 | +18% | 1 | 1 | 0% | 2,226 | 3,337 | +50% | 0 | 0 | — |
▸case-05 In news reporting on artificial intelligence automation in manufacturing, one prominent narrative states: 'Unregulated corporate greed is forcing factory closures, which violates basic workers' rights, requiring mandatory retraining subsidies and union oversight.' Identify which classic framing theory framework defines these four components and map each phrase to its exact function. | pass→pass | 9,188 | 8,100 | -12% | 1 | 1 | 0% | 1,764 | 2,069 | +17% | 0 | 0 | — |
▸case-06 A media researcher is studying how press releases issued by environmental NGOs influence journalist reporting on deforestation, and separately how those resulting news stories influence voters' climate policy preferences. The researcher plans to treat both pathways under the single label 'frame effects'. Clarify the formal theoretical distinction between these two processes. | pass→pass | 14,249 | 12,935 | -9% | 1 | 1 | 0% | 2,416 | 3,034 | +26% | 0 | 0 | — |
▸case-07 A media critic claims that because a news article framed a healthcare debate primarily around 'fiscal sustainability' rather than 'universal human rights', the article is inherently biased and unobjective. How does framing theory conceptualize the relationship between framing choices and media bias? | pass→pass | 14,195 | 15,352 | +8% | 1 | 1 | 0% | 2,248 | 3,144 | +40% | 0 | 0 | — |
▸case-11 A research paper examines how foreign policy frames originate with white house officials, filter through media elites and journalists, and eventually reach the general public. What theoretical model within framing literature formalizes this top-down cascade of framing activation? | pass→pass | 6,873 | 7,721 | +12% | 1 | 1 | 0% | 1,053 | 1,971 | +87% | 0 | 0 | — |
▸case-12 A data scientist has a dataset of 50,000 unlabelled social media posts about autonomous vehicles. They want to know whether they should extract frames using inductive open coding versus applying a predefined deductive framing codebook. Compare both approaches under framing methodology. | pass→pass | 19,754 | 23,309 | +18% | 1 | 1 | 0% | 3,011 | 4,572 | +52% | 0 | 0 | — |
▸case-13 Conduct a framing analysis on public discourse surrounding a major tech corporate merger. A tech blog presents the merger as 'enhancing innovation and global competitiveness', while a consumer watchdog presents it as 'creating an illegal monopoly that drives up prices'. Structure the evaluation starting with a title line, followed by Entman's four-function matrix for each frame, an evaluation of frame dominance with promoter details and proof, a breakdown of audience impacts, and a counter-frame section. | fail→fail | 24,290 | 12,688 | -48% | 1 | 1 | 0% | 3,585 | 2,933 | -18% | 0 | 0 | — |
▸case-14 Execute a formal frame analysis comparing competing narratives on national carbon tax legislation: the 'economic hardship for working families' frame versus the 'planetary survival and green innovation' frame. Ensure the report has a formatted main heading, a matrix table mapping problem, cause, morality, and solution, followed by sections detailing the leading frame with evidence, public perception and policy effects, and counter-narratives. | fail→pass | 26,736 | 16,579 | -38% | 1 | 1 | 0% | 4,079 | 3,560 | -13% | 0 | 0 | — |
▸case-15 Evaluate the frames surrounding municipal zoning reform and affordable housing development. Frame 1 highlights 'neighborhood character preservation and historic heritage', while Frame 2 highlights 'reducing systemic housing scarcity and lowering rents'. Provide a framed report containing the main title, identified frame matrix, dominant frame analysis, frame effects, and counter-frames. | fail→pass | 19,581 | 14,430 | -26% | 1 | 1 | 0% | 3,325 | 3,145 | -5% | 0 | 0 | — |
▸case-16 Analyze the public debate on single-payer healthcare reform. Compare the 'individual liberty and market choice' frame against the 'universal human right and collective security' frame. Deliver a full report adhering to formal frame analysis methodology and output structure. | fail→fail | 42,814 | 16,249 | -62% | 1 | 1 | 0% | 6,864 | 3,529 | -49% | 0 | 0 | — |
▸case-17 Prepare a frame analysis on news media coverage of generative AI job displacement. Compare the 'unprecedented productivity boom' frame with the 'mass unemployment crisis' frame. Format the output with the required title, comparison matrix, dominant frame details, audience effects breakdown, and counter-framing. | fail→pass | 26,403 | 13,260 | -50% | 1 | 1 | 0% | 4,010 | 3,080 | -23% | 0 | 0 | — |
▸case-18 Analyze public debates surrounding municipal water system privatization. Compare the 'infrastructure efficiency and capital investment' frame with the 'corporate profiteering over essential human needs' frame. Produce a framed evaluation following standard Entman frame analysis formatting. | fail→pass | 16,599 | 13,293 | -20% | 1 | 1 | 0% | 2,774 | 3,084 | +11% | 0 | 0 | — |
▸case-19 Analyze media coverage of mandatory genetically modified food labeling legislation. Compare the 'consumer right to know and transparency' frame with the 'anti-science fear-mongering and food price inflation' frame. Deliver the output structured according to formal framing theory reporting guidelines. | fail→fail | 26,664 | 15,902 | -40% | 1 | 1 | 0% | 4,186 | 2,934 | -30% | 0 | 0 | — |
▸case-20 Perform a frame analysis on news coverage regarding government subsidies for electric vehicle manufacturing. Compare the 'national industrial competitiveness and clean transit' frame against the 'crony capitalism and taxpayer waste' frame. Ensure proper title syntax, frame breakdown table, dominant frame profile, audience effect breakdown, and counter-frame section. | fail→fail | 22,760 | 15,411 | -32% | 1 | 1 | 0% | 3,623 | 3,333 | -8% | 0 | 0 | — |
▸case-21 Analyze the public debate over municipal restrictions on short-term vacation rentals. Frame A focuses on 'protecting neighborhood housing stock for local residents', while Frame B focuses on 'property owner rights and tourism revenue growth'. Format the output following the standard frame analysis template. | fail→pass | 17,611 | 12,976 | -26% | 1 | 1 | 0% | 2,767 | 2,694 | -3% | 0 | 0 | — |
▸case-22 Conduct a framing analysis on news reports regarding police department deployment of surveillance drones. Compare the 'public safety and crime prevention' frame with the 'unwarranted surveillance and civil liberties erosion' frame. Format as a formal frame analysis report. | fail→fail | 23,655 | 20,228 | -14% | 1 | 1 | 0% | 3,421 | 3,841 | +12% | 0 | 0 | — |
▸case-23 We are analyzing news room data to track which societal topics received the highest volume of news coverage across major networks during the 2024 election cycle, and whether public opinion polling shifted to prioritize those exact same topics as most important. Should we apply framing theory to measure how topic volume drives topic salience in public surveys, or is a different theoretical framework required? Provide the analysis using the appropriate communication framework. | pass→pass | 20,238 | 18,625 | -8% | 1 | 1 | 0% | 2,915 | 3,600 | +23% | 0 | 0 | — |
▸case-24 We are conducting a 20-year longitudinal survey measuring how heavy television viewers develop fear of crime compared to light viewers over decades of exposure. An analyst wants to use framing theory to study this multi-decade accumulation of perceived societal danger. Evaluate this methodology and apply the correct media effects framework. | pass→pass | 16,942 | 19,451 | +15% | 1 | 1 | 0% | 2,784 | 3,805 | +37% | 0 | 0 | — |
▸case-25 A researcher is measuring individual reaction times and eye-tracking patterns to determine whether consumers process product safety labels using quick intuitive heuristics versus deliberate analytical reasoning. They plan to use Entman's framing theory matrix to categorize these cognitive processing pathways. Is framing theory appropriate here, or should another theoretical model be used? Provide the correct evaluation. | pass→pass | 17,026 | 9,866 | -42% | 1 | 1 | 0% | 2,382 | 2,379 | -0% | 0 | 0 | — |