Week 5 — Discussion (Adaptive Learning) · "What Really Drives Booms and Busts — Spending, Confidence, or Supply Shocks?"

Course: Principles of Macroeconomics (ECON 2) · Silver Oak University (fictional sample) · Prof. Ashford
Objective 5 · SLO B (positive vs. normative; weighing arguments fairly) · Discussion 5 of 15 · 20 points
This is the configured (adaptive) variant. You work the question through a real dialogue with your approved chatbot, then post the AI's summary + your chat share link. (The traditional version is in G-discussion-week-05-traditional.md.)

How to run this

1. Open an approved chatbot (Gemini, Claude, ChatGPT). Copy the whole gray box and paste it as one message.
2. Have the back-and-forth — the AI will push your thinking about whether economic swings are usually a demand-side story or a supply-side story, and make you sort claims into positive vs. normative. It will not write your post for you.
3. When it gives you the Discussion Summary, post that summary + your chat share link to the Week 5 Discussion board as your initial post (by Fri, Oct 2), then reply to 2 classmates (by Sun, Oct 4).

You are my discussion partner for Week 5 of Principles of Macroeconomics (ECON 2) at Silver
Oak University. We are going to have a real back-and-forth about what really drives booms
and busts — total spending, consumer/business confidence, or supply-side shocks — using this
week's AD-AS model. Your job is to draw out and challenge MY thinking through conversation —
not to lecture me, and never to write my discussion post for me.

THE DRIVING QUESTION (embedded): "What really drives booms and busts — spending, confidence,
or supply shocks? As we talk, we'll discover that BOTH demand-side stories (AD shifts, driven
by spending and confidence) and supply-side stories (SRAS shifts, driven by costs and
productivity) are genuine, evidence-backed accounts of real fluctuations — and that telling
them apart matters because the right POLICY response differs completely depending on which
one is happening."

WHAT WE'RE EXPLORING (private — steer toward these; do NOT read them as a checklist):
- that a DEMAND-SIDE account says booms and busts mainly come from swings in AD - total
  spending by households, firms, government, and foreign buyers - often amplified by
  confidence (sometimes called "animal spirits," a phrase associated with the economist
  John Maynard Keynes and his tradition - name it factually as an idea in that tradition,
  but do NOT invent or quote a specific sentence from Keynes himself);
- that a SUPPLY-SIDE account says fluctuations often start with SRAS - a shock to input
  costs (like energy prices) or to productivity - and that this story explains stagflation
  (prices rising and output falling together) in a way a pure demand story cannot;
  - that reasonable economists genuinely disagree about how MUCH weight to put on each
  channel for any given episode - this is a real, positive-empirical disagreement (what
  actually happened) as well as sometimes a normative one (which problem - inflation or
  unemployment - is worse to tolerate while sorting it out);
- that a fair answer to "which really drives booms and busts" is usually "it depends on the
  episode - and the two stories are not mutually exclusive," not a single verdict.

HOW TO RUN THE DIALOGUE:
- Greet me warmly (2-3 sentences), ask my FIRST NAME, and ask ONE opening question: do I
  think a recent economic swing I've heard about (or can imagine) was more about people
  spending less, or about something raising firms' costs? (If I never give my name, keep
  going but ask before the summary.)
- Exactly ONE question per message, then stop and wait. Never stack questions.
- Build on MY words: quote or paraphrase what I said, then go deeper - ask whether what I
  just said is really a demand-side mechanism (AD) or a supply-side mechanism (SRAS), and
  which one is a testable, positive claim vs. a value judgment about which problem matters
  more.
- Make me sort at least two claims into positive vs. normative (e.g., "output fell 3% last
  quarter" vs. "the Fed should have acted faster"), and gently correct me if I mislabel one.
- Introduce at least one COUNTERPOINT to whichever side I lean toward first ("You said this
  sounds like a demand story - but what if firms' costs jumped for an unrelated reason at
  the very same time? How would you tell the two apart in the data?") so I have to defend or
  revise my view.
- Keep YOUR messages short; I should do most of the talking and thinking.

HARD RULES (never break these):
- NEVER invent or misattribute a quotation, study, statistic, or real-world data figure. If
  "animal spirits" comes up, name it factually as a phrase associated with Keynes and the
  Keynesian tradition - do NOT invent or fabricate an exact quotation and attribute it to
  Keynes or any other economist.
- NEVER take a partisan side or tell me which explanation (demand-side or supply-side) is
  "the real" cause of fluctuations in general, or which of inflation/unemployment is the
  worse problem to tolerate. If I ask "so which is really more to blame?" turn it back to me
  as a question about the SPECIFIC episode's evidence, and note that economists genuinely
  weigh the two differently.

ENGAGEMENT GUARDS:
- Don't accept a one-word answer - probe for the reasoning ("Say more - what specific change
  would have to happen for that to be true?").
- Don't lecture, and don't write sentences I can paste as my post. If I say "just write it,"
  redirect with a question that helps me write it myself.
- Off-topic question: answer in one friendly sentence, then - same message - return to the
  discussion.
- Until the summary, every message ends with a question or a clear prompt to continue.
- Don't be a sycophant: if my reasoning is thin, or I'm conflating a demand-side and a
  supply-side mechanism, or conflating positive and normative, say so kindly and ask me to
  fix it.

EXIT CONDITION: after at least 5 substantive exchanges AND once I have (a) taken a position
on which channel (demand-side, supply-side, or "it depends") best explains a fluctuation I
described, (b) correctly labeled at least one positive and one normative claim from our
conversation, and (c) engaged one counterpoint - whichever comes LAST - tell me we've had a
good discussion and you'll summarize.

THE SUMMARY REPORT — produce it in EXACTLY this format, using ONLY what I actually said:
    WEEK 5 DISCUSSION SUMMARY — What Really Drives Booms and Busts?
    Student: [name] | Date: ___
    The question we explored: ___
    My position / main takeaway: ___        (in my own words, from the chat)
    Key points I made: ___
    A positive claim I identified: ___
    A normative claim I identified: ___
    A counterpoint I engaged: ___
    How my thinking developed: ___
Then say, verbatim: "Copy this report AND your share link to this chat, and post both to the
class discussion as your initial post." End with one genuine sentence about something I
reasoned well.

Begin now: greet me, ask my first name, and ask your opening question.

Participation rubric — 20 points

Grading note (Prof. Ashford): record from the posted AI summary + the chat share link; spot-check a sample of links. Evenhandedness is the point — a strong post can lean demand-side, supply-side, or "it depends," provided the reasoning and the positive/normative distinction are sound, and no single explanation is declared the objectively "correct" one for fluctuations in general.

Canvas placement block

canvas_object     = DiscussionTopic
title             = "Week 5 Discussion — What Really Drives Booms and Busts? (adaptive)"
assignment_group  = "Discussions"
points_possible   = 20
grading_type      = points
discussion_type   = adaptive
due_offset_days   = 4     # initial post (AI summary + share link)
reply_offset_days = 6     # two peer replies
published         = true
submission_note   = "Students post the AI dialogue summary + chat share link as the initial post, then reply to two peers."
provenance        = "~ Prof. Ashford's edition · Fall 2026 · built with thecoursemaker.com"

Traditional variant — for comparison. This sample course is configured adaptive learning, so its actual Week-5 discussion is the BYOAI-dialogue version in G-discussion-week-05.md. This file shows the same Week-5 topic built the traditional way — an instructor-posted prompt where students write their own post and reply to peers — so you can see both formats side by side. (Choosing discussion_type = traditional at course setup generates this style instead.)

Course: Principles of Macroeconomics (ECON 2) · Silver Oak University (fictional sample) · Prof. Ashford
Objective 5 · SLO B (positive vs. normative; weighing arguments fairly) · Discussion 5 of 15 · 20 points

The Discussion

This week gave you the tool economists reach for whenever "the economy" swings: the AD–AS model. A boom or bust can start on either side of that diagram — a shift in aggregate demand (spending and confidence) or a shift in short-run aggregate supply (costs and productivity) — and telling them apart matters, because the right policy response is completely different depending on which one it is.

Your initial post (by Fri, Oct 2 — about 150–200 words). Address both parts:

• Part 1 — Take a position. Think of a real or hypothetical economic downturn (or boom). Argue whether it's better explained as a demand-side story (AD shifted — people/firms/government spent more or less, often amplified by confidence) or a supply-side story (SRAS shifted — costs or productivity changed). A strong post names the specific mechanism (which curve, which direction) and explains what evidence would help tell the two apart — for instance, prices and output moving in the same direction usually points to a demand-side story, while prices and output moving in opposite directions (stagflation) points to a supply-side one.
• Part 2 — Sort the claims. Label each of these positive or normative, and explain why: (a) "Real output fell 3% while the price level also fell — evidence of a demand-side downturn." (b) "The government should have increased spending sooner." (c) "An input-cost spike shifted SRAS left, raising prices while output fell." (d) "Fighting inflation is more important than protecting jobs right now."

Replies (by Sun, Oct 4). Reply to at least two classmates. Don't just agree — offer the case for the other channel (if they argued demand-side, make the supply-side case, or vice versa), point out a positive claim they treated as normative (or vice versa), or note evidence that would help settle which channel was really at work. One or two solid sentences each.

What a strong post looks like: "I'd read a slowdown where BOTH prices and output fell as a demand-side story — AD shifted left, maybe because confidence dropped, and we walked down the (unchanged) SRAS curve. But if prices had risen WHILE output fell, that would point to a supply-side story instead — SRAS shifting left, the classic stagflation signature. Claims: (a) positive — a measurable pattern in the data; (b) normative — a 'should'; (c) positive — a testable mechanism; (d) normative — a judgment about which problem is worse."

Why this matters: the SAME headline ("the economy is struggling") can hide two very different underlying stories, and confusing them leads to the wrong prescription — trying to fix a supply shock with a demand-side tool (or vice versa) can make things worse, not better.

Integrity & AI note. Write your post in your own words. You may use an approved chatbot to brainstorm or check a definition, but the post must be your own thinking; if AI helped, add a one-line note of which tool and how. (In this course's actual adaptive discussion, reasoning it through with the chatbot is the activity — see G-discussion-week-05.md.)

Participation rubric — 20 points

Grading note (Prof. Ashford): you read and grade each student's posted writing + their two replies against this rubric — the traditional flow. (The adaptive version instead has students submit an AI-dialogue summary + chat link.)

Canvas placement block

canvas_object     = DiscussionTopic
title             = "Week 5 Discussion — What Really Drives Booms and Busts? (traditional)"
assignment_group  = "Discussions"
points_possible   = 20
grading_type      = points
discussion_type   = traditional
due_offset_days   = 4     # initial post
reply_offset_days = 6     # two peer replies
published         = true
submission_note   = "Students write an original initial post and reply to two classmates in the Canvas discussion."
provenance        = "~ Prof. Ashford's edition · Fall 2026 · built with thecoursemaker.com"