Economics & Business · Year 8

Active learning ideas

Impact of Automation and AI on Jobs

Active learning works well for this topic because students need to move beyond abstract ideas and confront real-world job changes. Sorting jobs by risk, imagining new roles, and debating policies help them see automation not as a distant threat but as a current shift affecting real people and communities.

• ACARA Content Descriptions
• AC9HE8K03

• 25–45 min
• Pairs → Whole Class
• 4 activities

Activity 01

• Formal Debate
• 35 min · Small Groups

Job Card Sort: Automation Risk Levels

Provide cards listing 20 jobs with descriptions. In small groups, students sort them into high-risk, low-risk, and emerging categories, then justify choices with evidence from job traits. Groups share one example per category with the class.

Analyze the types of jobs most susceptible to automation and why.

Facilitation Tip

For the Job Card Sort, provide real job descriptions from local labor statistics to ground the activity in real data.

What to look for

Pose the question: 'Which three jobs do you think are most likely to be significantly changed or eliminated by AI in the next 10 years, and why?' Facilitate a class discussion where students justify their choices using concepts like routine tasks and predictability.

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Activity 02

• Formal Debate
• 25 min · Pairs

Brainstorm Challenge: New AI Jobs

Pairs list five plausible new jobs from AI advancements, describing required skills and industries. They sketch a job ad for one and pitch it to the class. Vote on the most creative ideas.

Predict the emergence of new job roles as a result of AI integration.

Facilitation Tip

During the Brainstorm Challenge, set a timer and require each group to pitch their top three new jobs to the class before voting.

What to look for

Present students with a list of 5-7 job titles (e.g., data entry clerk, AI ethicist, factory assembly line worker, drone pilot, radiologist). Ask them to categorize each job as 'High Risk of Automation', 'Low Risk of Automation', or 'Emerging Role' and provide a brief reason for each classification.

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Activity 03

• Formal Debate
• 45 min · Whole Class

Debate Circle: Job Displacement Policies

Divide class into teams to debate government responses like universal basic income versus retraining subsidies. Each side presents arguments, rebuttals, and evidence from real examples. Conclude with a class vote and reflection.

Evaluate the societal implications of widespread job displacement due to technology.

Facilitation Tip

In the Debate Circle, assign roles like 'policy maker' or 'affected worker' to ensure every student participates meaningfully.

What to look for

On an index card, ask students to write down one new job role they predict will become important due to AI and explain what skills would be necessary for that role. Collect these as students leave to gauge their understanding of future job market trends.

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Activity 04

• Case Study Analysis
• 30 min · Individual

Case Study Analysis: Retail Automation

Individuals read a short case on self-service checkouts displacing cashiers. They note impacts on jobs, skills needed next, and societal effects, then discuss in small groups.

Analyze the types of jobs most susceptible to automation and why.

Facilitation Tip

For the Case Study Analysis, assign each student one stakeholder perspective (e.g., store manager, customer, cashier) to research before the discussion.

What to look for

Pose the question: 'Which three jobs do you think are most likely to be significantly changed or eliminated by AI in the next 10 years, and why?' Facilitate a class discussion where students justify their choices using concepts like routine tasks and predictability.

• Analyze
• Evaluate
• Create
• Decision-Making
• Self-Management

A few notes on teaching this unit

Teachers should balance urgency with nuance: automation is real and happening, but its impact varies by industry and region. Avoid deterministic language; instead, frame AI as a tool that changes job *content* rather than eliminating work entirely. Research shows students grasp abstract economic concepts better when they connect them to personal experiences, so emphasize local examples and relatable scenarios.

Students will demonstrate understanding by accurately categorizing jobs, predicting emerging roles with clear reasoning, and participating in debates with evidence. They should show empathy for displaced workers while recognizing the creative opportunities AI creates.

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Watch Out for These Misconceptions

• During Job Card Sort, watch for students who assume all manufacturing jobs are high risk and all service jobs are low risk.

  Use the activity to push students to analyze task-level details: ask them to list the specific tasks for each job and identify which are routine, repetitive, or predictable. Compare their lists to see how similar tasks appear across industries.

• During Brainstorm Challenge, watch for students who think AI will only create highly technical roles like 'AI engineer'.

  Encourage groups to brainstorm roles that blend AI with human skills, such as 'AI-assisted therapist' or 'sustainability AI coordinator.' Have them justify why these roles require uniquely human strengths like empathy or creativity.

• During Debate Circle, watch for students who argue that automation always leads to net job gains without considering transition costs.

  Use the debate structure to require evidence: after each argument, ask students to cite real examples of displacement in their region. Have them map the timeline of job loss and recovery in a specific sector.

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Methods used in this brief

• Formal Debate
• Case Study Analysis