
Science vs. Misinformation: Public Health Investigation
Inquiry Framework
Question Framework
Driving Question
The overarching question that guides the entire project.In what ways does misinformation challenge the integrity of scientific findings, and what strategies can we employ to ensure public health decisions are rooted in reliable scientific evidence?Essential Questions
Supporting questions that break down major concepts.- How can we differentiate between scientific evidence and misinformation?
- What are the potential consequences of basing public health decisions on misinformation?
- How do biases affect scientific research and the interpretation of scientific data?
- What are the key components of a well-designed scientific investigation?
- How can we effectively communicate scientific information to the public?
Standards & Learning Goals
Learning Goals
By the end of this project, students will be able to:- Students will be able to distinguish between scientific evidence and misinformation.
- Students will be able to analyze the potential consequences of basing public health decisions on misinformation.
- Students will be able to identify biases that can affect scientific research and the interpretation of scientific data.
- Students will be able to describe the key components of a well-designed scientific investigation.
- Students will be able to communicate scientific information to the public effectively.
- Students will be able to apply design skills to a design thinking process.
- Students will be able to formulate scientific questions and hypotheses.
- Students will be able to design and conduct scientific investigations, identifying independent variables, dependent variables, constants, and control groups.
- Students will be able to analyze data using charts and graphs and draw conclusions.
- Students will be able to practice lab safety procedures.
PA Science Practices
Entry Events
Events that will be used to introduce the project to studentsSpot the Fake
Students are shown a series of manipulated images, videos, and fabricated news articles related to a current health debate (e.g., vaccine safety, mask mandates). They must identify the misinformation, trace its origins, and analyze its potential impact on public opinion and health behaviors. This exercise develops critical thinking and media literacy skills.Portfolio Activities
Portfolio Activities
These activities progressively build towards your learning goals, with each submission contributing to the student's final portfolio.Questioning Misinformation: Hypothesis Factory
Students develop a testable question about a specific type of misinformation related to public health. They will then formulate a hypothesis based on their initial research.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA clearly articulated scientific question and hypothesis regarding the spread or impact of misinformation.Alignment
How this activity aligns with the learning objectives & standardsAligns with Science Practices - Asking questions (for science) and defining problems (for engineering) by having students formulate testable questions about the spread of misinformation.Investigation Blueprint: Designing the Study
Students design an investigation to test their hypothesis. This includes identifying variables, controls, and procedures to ensure a safe and ethical study.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA detailed research proposal outlining the methodology, including variables, controls, safety measures, and ethical considerations.Alignment
How this activity aligns with the learning objectives & standardsAddresses Science Practices - Planning and carrying out investigations and Lab Safety by designing a safe and ethical investigation into the spread of misinformation.Data Dive: Analyzing the Evidence
Students collect data according to their research proposal, then analyze it using appropriate charts, graphs, and statistical methods. They will interpret the data to determine whether their hypothesis is supported or refuted.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA comprehensive data analysis report including charts, graphs, statistical analysis, and a clear statement of findings related to the hypothesis.Alignment
How this activity aligns with the learning objectives & standardsCorrelates with Science Practices - Analyzing and interpreting data and Using mathematics and computational thinking by analyzing collected data to determine the validity of their hypothesis.Truth Teller: Report on Findings & Solutions
Students write a scientific report summarizing their research question, hypothesis, methodology, results, and conclusions. They will also discuss the implications of their findings for public health and suggest potential solutions to combat misinformation.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA well-written scientific report with a detailed discussion of the findings, implications, and potential solutions to address the misinformation.Alignment
How this activity aligns with the learning objectives & standardsConnects to Science Practices - Constructing explanations (for science), and designing solutions (for engineering) and Engaging in argument from evidence by having students develop evidence-based arguments about the impact of misinformation.Truth Campaign: Spreading Awareness
Students design a public awareness campaign to communicate their findings and educate the public about the dangers of misinformation. They will use a variety of media (e.g., posters, videos, social media) to reach a wide audience.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA comprehensive public awareness campaign including a clear message, target audience, chosen media, and plan for dissemination.Alignment
How this activity aligns with the learning objectives & standardsSupports Science Practices - Obtaining, evaluating, and communicating information and ties into Apply a broad range of design skills to a design thinking process. by having students create a campaign to communicate accurate scientific information.Rubric & Reflection
Portfolio Rubric
Grading criteria for assessing the overall project portfolioScience vs. Misinformation Rubric
Question & Hypothesis
This category assesses the quality of the scientific question and hypothesis developed by the student.Clarity of Question
Clarity and relevance of the scientific question to the chosen type of misinformation.
Beginning
1 PointsThe scientific question is unclear, irrelevant, or missing.
Developing
2 PointsThe scientific question is somewhat clear and relevant, but lacks focus or depth.
Proficient
3 PointsThe scientific question is clear, relevant, and focused on a specific type of misinformation.
Exemplary
4 PointsThe scientific question is exceptionally clear, relevant, focused, and demonstrates a deep understanding of the misinformation topic.
Hypothesis Quality
Quality and testability of the hypothesis.
Beginning
1 PointsThe hypothesis is missing, untestable, or unrelated to the research question.
Developing
2 PointsThe hypothesis is vague, difficult to test, or only loosely related to the research question.
Proficient
3 PointsThe hypothesis is testable, clearly stated, and logically connected to the research question.
Exemplary
4 PointsThe hypothesis is exceptionally well-crafted, testable, clearly articulates the relationship between variables, and demonstrates a sophisticated understanding of the topic.
Investigation Design
This category evaluates the design of the student's investigation, focusing on the identification of variables, controls, procedures, and ethical considerations.Variable Identification
Completeness and clarity of the identification of independent and dependent variables.
Beginning
1 PointsVariables are not identified or are incorrectly identified.
Developing
2 PointsVariables are identified, but lack clarity or completeness.
Proficient
3 PointsVariables are clearly and correctly identified.
Exemplary
4 PointsVariables are clearly and correctly identified with a detailed explanation of their relationship and potential confounding factors.
Control & Constants
Appropriateness and justification of the control group and constants.
Beginning
1 PointsControl group and constants are not identified or are inappropriate.
Developing
2 PointsControl group and constants are identified, but justification is weak or missing.
Proficient
3 PointsControl group and constants are appropriate and adequately justified.
Exemplary
4 PointsControl group and constants are exceptionally well-justified, demonstrating a thorough understanding of experimental design principles.
Procedure Clarity
Detail and clarity of the step-by-step procedures for data collection.
Beginning
1 PointsProcedures are vague, incomplete, or missing.
Developing
2 PointsProcedures are described, but lack sufficient detail for replication.
Proficient
3 PointsProcedures are clear, detailed, and allow for replication of the study.
Exemplary
4 PointsProcedures are exceptionally clear, detailed, and demonstrate a deep understanding of experimental methodology, including considerations for minimizing bias and error.
Safety & Ethics
Consideration of safety and ethical concerns.
Beginning
1 PointsSafety and ethical concerns are not addressed.
Developing
2 PointsSafety and ethical concerns are mentioned, but not adequately addressed.
Proficient
3 PointsSafety and ethical concerns are addressed appropriately.
Exemplary
4 PointsSafety and ethical concerns are comprehensively addressed, demonstrating a strong understanding of responsible research practices.
Data Analysis
This category assesses the student's ability to collect, organize, visualize, and analyze data to draw valid conclusions.Data Organization
Organization and accuracy of the collected data.
Beginning
1 PointsData is not collected or is disorganized and inaccurate.
Developing
2 PointsData is collected, but poorly organized and contains inaccuracies.
Proficient
3 PointsData is collected, well-organized, and generally accurate.
Exemplary
4 PointsData is meticulously collected, accurately organized, and demonstrates attention to detail.
Data Visualization
Appropriateness and clarity of charts and graphs used to visualize the data.
Beginning
1 PointsCharts and graphs are missing or inappropriate for the data.
Developing
2 PointsCharts and graphs are used, but lack clarity or are not well-suited to the data.
Proficient
3 PointsCharts and graphs are appropriate, clear, and effectively visualize the data.
Exemplary
4 PointsCharts and graphs are expertly crafted, providing insightful visualizations of the data and highlighting key trends and patterns.
Statistical Analysis
Appropriateness and accuracy of statistical analysis.
Beginning
1 PointsStatistical analysis is missing or inappropriate.
Developing
2 PointsStatistical analysis is attempted, but contains errors or is poorly explained.
Proficient
3 PointsStatistical analysis is appropriate and accurately performed.
Exemplary
4 PointsStatistical analysis is sophisticated, accurately performed, and demonstrates a deep understanding of statistical principles.
Conclusion Validity
Validity of the conclusions drawn from the data.
Beginning
1 PointsConclusions are not supported by the data or are missing.
Developing
2 PointsConclusions are weakly supported by the data or are overgeneralized.
Proficient
3 PointsConclusions are logically derived from the data and clearly stated.
Exemplary
4 PointsConclusions are insightful, nuanced, and strongly supported by the data, demonstrating a deep understanding of the limitations of the study.
Scientific Report
This category evaluates the quality of the scientific report, including the introduction, methodology, results, discussion, and suggested solutions.Introduction Quality
Clarity and completeness of the introduction, including the research question and hypothesis.
Beginning
1 PointsThe introduction is missing, unclear, or does not include the research question and hypothesis.
Developing
2 PointsThe introduction is present, but lacks clarity or completeness in presenting the research question and hypothesis.
Proficient
3 PointsThe introduction clearly and completely presents the research question and hypothesis.
Exemplary
4 PointsThe introduction is compelling, clearly presents the research question and hypothesis, and provides a strong rationale for the study.
Methodology Description
Accuracy and detail in the description of the methodology.
Beginning
1 PointsThe methodology is not described or is inaccurate.
Developing
2 PointsThe methodology is described, but lacks sufficient detail or contains inaccuracies.
Proficient
3 PointsThe methodology is accurately and clearly described.
Exemplary
4 PointsThe methodology is described with exceptional clarity and detail, demonstrating a thorough understanding of the research process.
Results Presentation
Clarity and accuracy in the presentation of the results.
Beginning
1 PointsResults are not presented or are unclear and inaccurate.
Developing
2 PointsResults are presented, but lack clarity or contain inaccuracies.
Proficient
3 PointsResults are clearly and accurately presented.
Exemplary
4 PointsResults are presented with exceptional clarity and accuracy, using appropriate visual aids to enhance understanding.
Discussion Quality
Validity and depth of the discussion of the findings and implications for public health.
Beginning
1 PointsDiscussion is missing or does not address the findings and implications.
Developing
2 PointsDiscussion is superficial or weakly connected to the findings and implications.
Proficient
3 PointsDiscussion is valid and addresses the findings and implications for public health.
Exemplary
4 PointsDiscussion is insightful, thoroughly explores the findings and implications for public health, and offers nuanced perspectives.
Solution Quality
Feasibility and potential impact of the suggested solutions to combat misinformation.
Beginning
1 PointsSolutions are not suggested or are unrealistic and irrelevant.
Developing
2 PointsSolutions are suggested, but lack feasibility or clear impact.
Proficient
3 PointsSolutions are feasible and have the potential to combat misinformation.
Exemplary
4 PointsSolutions are innovative, highly feasible, and have the potential to significantly impact the spread of misinformation.
Public Awareness Campaign
This category assesses the quality of the public awareness campaign, focusing on the clarity of the message, the appropriateness of the media, the engagement of the materials, and the feasibility of the dissemination plan.Message Clarity
Clarity and conciseness of the key message.
Beginning
1 PointsThe key message is unclear or missing.
Developing
2 PointsThe key message is somewhat clear, but lacks conciseness.
Proficient
3 PointsThe key message is clear and concise.
Exemplary
4 PointsThe key message is exceptionally clear, concise, and memorable.
Media Appropriateness
Appropriateness of the chosen media for the target audience.
Beginning
1 PointsThe chosen media is inappropriate for the target audience.
Developing
2 PointsThe chosen media is somewhat appropriate, but may not effectively reach the target audience.
Proficient
3 PointsThe chosen media is appropriate and likely to reach the target audience.
Exemplary
4 PointsThe chosen media is exceptionally well-suited to the target audience, demonstrating a deep understanding of their preferences and behaviors.
Campaign Engagement
Engagement and effectiveness of the campaign materials.
Beginning
1 PointsCampaign materials are unengaging and ineffective.
Developing
2 PointsCampaign materials are somewhat engaging, but lack effectiveness.
Proficient
3 PointsCampaign materials are engaging and effective in communicating the message.
Exemplary
4 PointsCampaign materials are exceptionally engaging, creative, and highly effective in communicating the message and influencing behavior.
Dissemination Plan
Feasibility and potential reach of the dissemination plan.
Beginning
1 PointsThe dissemination plan is unrealistic or missing.
Developing
2 PointsThe dissemination plan is somewhat feasible, but has limited reach.
Proficient
3 PointsThe dissemination plan is feasible and has the potential to reach a wide audience.
Exemplary
4 PointsThe dissemination plan is innovative, highly feasible, and has the potential to reach a vast audience and create significant impact.