Suggested topics

Correlation versus Causation

Sense-making with visualizations

Data Collection Plans

21st century basic skills

Financial Literacy

Media Literacy & Digital Citizenship

Dispositions & Responsibility

Data Ethics & Responsibilities

Substrand A2

Data Ethics & Responsibilities

The data process is influenced at all stages by the humans working with it which can lead to concerns about ethics and responsibility. It is important when working with data to consider the use risks as well as the benefits. Data can be powerful for supporting the advancement of discovery or enactment of change.

Substrand A2

Data Ethics & Responsibilities

The data process is influenced at all stages by the humans working with it which can lead to concerns about ethics and responsibility. It is important when working with data to consider the use risks as well as the benefits. Data can be powerful for supporting the advancement of discovery or enactment of change.

Data use risks & benefits

Recognize that data can pose risks but also benefits for individuals and groups, and understand its potential uses, limitations, and risks, including unintended consequences.

Durable Skills

Concept A2.1

Concept A2.1

Data use risks & benefits

Recognize that data can pose risks but also benefits for individuals and groups, and understand its potential uses, limitations, and risks, including unintended consequences.

Durable Skills

Biases in data

Recognize all data contains bias but data collection and analysis methods can increase or mitigate the effects of biases.

Durable Skills

Concept A2.2

Concept A2.2

Biases in data

Recognize all data contains bias but data collection and analysis methods can increase or mitigate the effects of biases.

Durable Skills

Power of data

Recognize data empowers discovery, decision-making, and advocacy across fields.

Media Literacy & Digital Citizenship

Concept A2.3

Concept A2.3

Power of data

Recognize data empowers discovery, decision-making, and advocacy across fields.

Media Literacy & Digital Citizenship

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Coalition organizers