Macroeconomic Indicators
Overview
Macroeconomic indicators measure aggregate economic performance. They divide into leading (predict future), coincident (reflect current), and lagging (confirm past) indicators. Understanding these helps contextualize business decisions within the broader economic environment.
Framework
IRON LAW: Leading, Coincident, or Lagging — Know Which Type
GDP growth is LAGGING — by the time it's published, the economy has already
changed. Stock markets and PMI are LEADING — they predict future direction.
Unemployment is LAGGING — it rises after a recession starts.
Using a lagging indicator to predict the future is looking in the rearview mirror.
Match the indicator type to your analysis purpose.
Key Indicators
GDP (Gross Domestic Product)
- Type: Lagging
- Measures: Total economic output
- Key signals: 2 consecutive quarters of negative growth = technical recession
- Taiwan: Published quarterly by DGBAS
Inflation (CPI/PPI)
- Type: Coincident
- CPI = consumer prices, PPI = producer prices (leading indicator for CPI)
- Target: Most central banks target ~2%
- Taiwan: CPI published monthly by DGBAS
Unemployment Rate
- Type: Lagging
- Natural rate varies by country (~3.5-4% for Taiwan)
- Watch U-3 (official) vs broader measures that include underemployment
Interest Rates
- Central bank policy rate (台灣央行重貼現率)
- Raising rates → slows economy, fights inflation, strengthens currency
- Lowering rates → stimulates economy, risks inflation, weakens currency
Exchange Rate
- TWD/USD, TWD/JPY, TWD/CNY for Taiwan-centric analysis
- Depreciation → exports cheaper but imports more expensive
- Watch real effective exchange rate (REER) for trade competitiveness
PMI (Purchasing Managers' Index)
- Type: Leading
- Above 50 = expansion, below 50 = contraction
- Published monthly, available before GDP data
Indicator Relationships
Central bank raises rates
→ Borrowing costs rise
→ Consumer spending slows + Business investment slows
→ GDP growth slows
→ Unemployment rises (with lag)
→ Inflation falls (the goal)
Analysis Steps
- Gather current data for 5-6 key indicators
- Classify each as leading/coincident/lagging
- Identify trends (improving, stable, deteriorating)
- Check for divergence (leading indicators pointing different direction from lagging = inflection point)
- Assess implications for the specific business/industry context
Output Format
# Macroeconomic Assessment: {Country/Region}
## Indicator Dashboard
| Indicator | Current | Previous | Trend | Type |
|-----------|---------|----------|-------|------|
| GDP Growth | X% | X% | ↑/↓/→ | Lagging |
| CPI Inflation | X% | X% | ↑/↓/→ | Coincident |
| Unemployment | X% | X% | ↑/↓/→ | Lagging |
| Policy Rate | X% | X% | ↑/↓/→ | — |
| PMI | XX | XX | ↑/↓/→ | Leading |
| Exchange Rate | X.XX | X.XX | ↑/↓/→ | — |
## Economic Phase
{Expansion / Peak / Contraction / Trough}
## Key Signals
- Leading indicators suggest: {direction}
- Divergence: {if any — e.g., PMI falling while GDP still positive = slowdown ahead}
## Business Implications
- For {industry}: {specific impact}
Examples
Correct Application
Scenario: Taiwan macro assessment Q4 2025
| Indicator |
Value |
Signal |
| GDP Growth |
3.2% YoY |
Solid but decelerating from 4.1% |
| CPI |
2.1% |
Near target, stable |
| Unemployment |
3.6% |
Near full employment |
| Policy Rate |
2.0% |
Held steady for 3 quarters |
| PMI |
48.5 |
Below 50 — leading indicator of slowdown |
Diagnosis: GDP looks healthy (lagging) but PMI signals contraction ahead. The economy is likely at or near peak phase ✓
Incorrect Application
- "GDP grew 3.2% last quarter, so the economy will grow next quarter too" → GDP is lagging. PMI at 48.5 suggests otherwise. Violates Iron Law: using lagging indicator to predict future.
Gotchas
- Headline vs core inflation: Headline CPI includes volatile food and energy. Core CPI excludes them. Central banks focus on core for policy decisions.
- Real vs nominal: Always specify. "GDP grew 5%" — nominal or real? Real GDP adjusts for inflation and shows true growth.
- Seasonal adjustment: Unemployment, retail sales, and many indicators are seasonally adjusted. Compare adjusted-to-adjusted, never adjusted-to-raw.
- Taiwan-specific: Taiwan's economy is heavily export-dependent. TSMC's revenue guidance is arguably a better leading indicator for Taiwan than generic PMI.
- Data revision: Initial GDP estimates are revised 2-3 times. Don't overreact to first releases.
References
- For business cycle theory, see the econ-business-cycle skill
- For Taiwan-specific economic data sources, see
references/taiwan-data-sources.md
1---2name: econ-macro-indicators3description: Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends. Use this skill when the user needs to evaluate a country's economic outlook, understand monetary/fiscal policy impacts, or contextualize business decisions within the macroeconomic environment — even if they say 'is the economy doing well', 'what do rising interest rates mean for us', or 'explain today's economic data'.4---56# Macroeconomic Indicators78## Overview910Macroeconomic indicators measure aggregate economic performance. They divide into leading (predict future), coincident (reflect current), and lagging (confirm past) indicators. Understanding these helps contextualize business decisions within the broader economic environment.1112## Framework1314```15IRON LAW: Leading, Coincident, or Lagging — Know Which Type1617GDP growth is LAGGING — by the time it's published, the economy has already18changed. Stock markets and PMI are LEADING — they predict future direction.19Unemployment is LAGGING — it rises after a recession starts.2021Using a lagging indicator to predict the future is looking in the rearview mirror.22Match the indicator type to your analysis purpose.23```2425### Key Indicators2627**GDP (Gross Domestic Product)**28- Type: Lagging29- Measures: Total economic output30- Key signals: 2 consecutive quarters of negative growth = technical recession31- Taiwan: Published quarterly by DGBAS3233**Inflation (CPI/PPI)**34- Type: Coincident35- CPI = consumer prices, PPI = producer prices (leading indicator for CPI)36- Target: Most central banks target ~2%37- Taiwan: CPI published monthly by DGBAS3839**Unemployment Rate**40- Type: Lagging41- Natural rate varies by country (~3.5-4% for Taiwan)42- Watch U-3 (official) vs broader measures that include underemployment4344**Interest Rates**45- Central bank policy rate (台灣央行重貼現率)46- Raising rates → slows economy, fights inflation, strengthens currency47- Lowering rates → stimulates economy, risks inflation, weakens currency4849**Exchange Rate**50- TWD/USD, TWD/JPY, TWD/CNY for Taiwan-centric analysis51- Depreciation → exports cheaper but imports more expensive52- Watch real effective exchange rate (REER) for trade competitiveness5354**PMI (Purchasing Managers' Index)**55- Type: Leading56- Above 50 = expansion, below 50 = contraction57- Published monthly, available before GDP data5859### Indicator Relationships6061```62Central bank raises rates63 → Borrowing costs rise64 → Consumer spending slows + Business investment slows65 → GDP growth slows66 → Unemployment rises (with lag)67 → Inflation falls (the goal)68```6970### Analysis Steps71721. **Gather current data** for 5-6 key indicators732. **Classify each** as leading/coincident/lagging743. **Identify trends** (improving, stable, deteriorating)754. **Check for divergence** (leading indicators pointing different direction from lagging = inflection point)765. **Assess implications** for the specific business/industry context7778## Output Format7980```markdown81# Macroeconomic Assessment: {Country/Region}8283## Indicator Dashboard84| Indicator | Current | Previous | Trend | Type |85|-----------|---------|----------|-------|------|86| GDP Growth | X% | X% | ↑/↓/→ | Lagging |87| CPI Inflation | X% | X% | ↑/↓/→ | Coincident |88| Unemployment | X% | X% | ↑/↓/→ | Lagging |89| Policy Rate | X% | X% | ↑/↓/→ | — |90| PMI | XX | XX | ↑/↓/→ | Leading |91| Exchange Rate | X.XX | X.XX | ↑/↓/→ | — |9293## Economic Phase94{Expansion / Peak / Contraction / Trough}9596## Key Signals97- Leading indicators suggest: {direction}98- Divergence: {if any — e.g., PMI falling while GDP still positive = slowdown ahead}99100## Business Implications101- For {industry}: {specific impact}102```103104## Examples105106### Correct Application107**Scenario:** Taiwan macro assessment Q4 2025108| Indicator | Value | Signal |109|-----------|-------|--------|110| GDP Growth | 3.2% YoY | Solid but decelerating from 4.1% |111| CPI | 2.1% | Near target, stable |112| Unemployment | 3.6% | Near full employment |113| Policy Rate | 2.0% | Held steady for 3 quarters |114| PMI | 48.5 | Below 50 — **leading indicator of slowdown** |115116Diagnosis: GDP looks healthy (lagging) but PMI signals contraction ahead. The economy is likely at or near **peak** phase ✓117118### Incorrect Application119- "GDP grew 3.2% last quarter, so the economy will grow next quarter too" → GDP is lagging. PMI at 48.5 suggests otherwise. Violates Iron Law: using lagging indicator to predict future.120121## Gotchas122123- **Headline vs core inflation**: Headline CPI includes volatile food and energy. Core CPI excludes them. Central banks focus on core for policy decisions.124- **Real vs nominal**: Always specify. "GDP grew 5%" — nominal or real? Real GDP adjusts for inflation and shows true growth.125- **Seasonal adjustment**: Unemployment, retail sales, and many indicators are seasonally adjusted. Compare adjusted-to-adjusted, never adjusted-to-raw.126- **Taiwan-specific**: Taiwan's economy is heavily export-dependent. TSMC's revenue guidance is arguably a better leading indicator for Taiwan than generic PMI.127- **Data revision**: Initial GDP estimates are revised 2-3 times. Don't overreact to first releases.128129## References130131- For business cycle theory, see the econ-business-cycle skill132- For Taiwan-specific economic data sources, see `references/taiwan-data-sources.md`