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Glossary/Macroeconomics/PMI
Macroeconomics
8 min readUpdated Apr 12, 2026

PMI

ByConvex Research Desk·Edited byBen Bleier·
Purchasing Managers IndexISM Manufacturing PMIISM Services PMIS&P Global PMIMarkit PMI

The Purchasing Managers Index, a monthly survey-based indicator tracking business activity in manufacturing or services, where above 50 signals expansion and below 50 signals contraction.

Current Macro RegimeSTAGFLATIONDEEPENING

The macro regime is unambiguously STAGFLATION DEEPENING. The hot CPI print (pending event, 24h ago) is not a surprise — it is a CONFIRMATION of the pipeline signals that have been building for weeks: PPI accelerating faster than CPI, Cleveland nowcast at 5.28%, breakevens rising +10bp 1M across the …

Analysis from May 14, 2026

What Is the PMI?

The Purchasing Managers' Index (PMI) is one of the most valuable leading indicators in global finance, a real-time, survey-based measure of business activity that provides the earliest signal of where the economy is heading. While GDP tells you where the economy was and NFP tells you where the labour market is, PMIs tell you where the economy is going, making them uniquely valuable for traders who need to position ahead of the cycle.

PMIs are "diffusion indices" based on monthly surveys of purchasing managers, the executives responsible for buying raw materials, managing supply chains, and monitoring production schedules. These managers are the first to see changes in demand: when orders are rising, they know before the GDP data does. When demand is falling, they cut orders before the headlines catch up.

The index is constructed so that 50 is the dividing line: above 50 signals expansion, below 50 signals contraction. The further the reading from 50, the faster the pace of change. A PMI of 55 signals brisk expansion; 45 signals sharp contraction; 50 means no change.

The PMI Ecosystem: Which Surveys Matter

US Manufacturing PMI (ISM Manufacturing)

Feature Detail
Publisher Institute for Supply Management (ISM)
Release First business day of every month, 10:00 AM ET
Coverage ~400 manufacturing firms across 18 industries
History Since 1948, one of the oldest continuous economic indicators
Market impact High, especially sub-indices (New Orders, Prices Paid)

The ISM Manufacturing PMI is the granddaddy of all PMIs and remains the most closely watched despite manufacturing being only ~11% of US GDP. Its importance comes from three factors: (1) the 75-year history allows robust pattern recognition, (2) manufacturing is the most cyclical sector and turns before services, and (3) the sub-indices (especially New Orders and Prices Paid) provide actionable forward-looking signals.

Critical thresholds:

  • Above 55: Strong expansion; confirms economic growth; bullish for cyclicals
  • 50-55: Moderate expansion; economy growing at or above trend
  • 48-50: Technical contraction in manufacturing; economy may still grow overall
  • 45-48: Significant manufacturing recession; economy at stall speed
  • Below 45: Deep contraction; broad recession almost certain; historically coincides with S&P 500 bottoms

US Services PMI (ISM Services / NMI)

Feature Detail
Publisher ISM
Release Third business day of every month, 10:00 AM ET
Coverage ~370 non-manufacturing firms
History Since 1997 (much shorter than Manufacturing)
Market impact Very high, services are 80%+ of GDP

ISM Services has become arguably more important than Manufacturing because the US economy is overwhelmingly services-driven. A sub-50 ISM Services reading is a genuinely alarming signal, it has only occurred during the most severe economic downturns (2008, 2020, and briefly in 2022).

The ISM Services Prices Paid sub-index is particularly important for inflation: services inflation is the "stickiest" component (driven by wages), and the ISM Services Prices Paid reading provides a real-time forward signal for services CPI and services PCE.

S&P Global Flash PMI

Feature Detail
Publisher S&P Global (formerly IHS Markit)
Release ~3rd week of the month (flash estimate); final on 1st business day of next month
Coverage ~800 manufacturing, ~400 services firms
Key advantage Released 1-2 weeks before ISM, the earliest PMI signal

The S&P Global Flash PMI has become increasingly important because of its timing advantage. Released mid-month, it gives traders a 2-3 week head start on the ISM release. When the flash diverges significantly from the prior ISM, the ISM release typically confirms the flash's direction, creating a tradable signal.

China PMI Complex

China publishes two sets of PMIs that move global commodity and EM markets:

Survey Publisher Focus Key Impact
NBS Manufacturing PMI National Bureau of Statistics Large, state-owned enterprises Baseline for China growth expectations
Caixin Manufacturing PMI S&P Global/Caixin Small and medium private enterprises More sensitive to export demand and credit conditions

When NBS and Caixin diverge, it signals a split between the state sector (SOEs) and the private sector. Caixin is generally more trusted by international investors because it's independently compiled and focuses on the export-oriented private sector that drives commodity demand.

Market impact: China PMI above 51 is bullish for copper, iron ore, AUD, and EM equities. Below 49, those assets face headwinds.

Eurozone PMI

The eurozone flash PMI (released by S&P Global) provides the earliest read on European growth and is a critical input for ECB policy expectations. German manufacturing PMI is particularly watched because Germany is the eurozone's industrial engine, sustained German manufacturing below 45 signals European recession risk.

The Sub-Indices: Where the Real Signal Lives

New Orders (Most Important)

The New Orders sub-index is the single most forward-looking component of any PMI. New orders lead production by 1-2 months and GDP by 2-3 months. When new orders diverge from the headline, trust new orders.

The New Orders-Inventories Spread: Calculated as (New Orders sub-index) minus (Inventories sub-index). This is one of the most powerful cyclical indicators in all of economics:

NO-Inv Spread Signal Interpretation
> +10 Strongly positive Demand outstripping supply; production acceleration ahead; bullish cyclicals
+5 to +10 Mildly positive Healthy demand-supply balance; economy expanding
-5 to +5 Neutral Demand and supply roughly balanced; watch for direction
-5 to -10 Mildly negative Demand weakening; inventories building; production slowdown ahead
< -10 Strongly negative Demand collapse; excess inventories will be worked down via production cuts; recession signal

Prices Paid (Inflation Signal)

Prices Paid measures input cost inflation as reported by purchasing managers, how much more (or less) they're paying for raw materials, components, and services.

This sub-index leads CPI goods inflation by approximately 2-4 months. When ISM Prices Paid surges above 70, goods inflation is accelerating. When it drops below 50, goods deflation is underway.

Key history: ISM Manufacturing Prices Paid surged from 55 to 92 between December 2020 and June 2021, one of the most extreme spikes in the survey's history. It predicted the CPI goods inflation wave of 2021-2022 with remarkable accuracy. The subsequent collapse to 38 by December 2022 correctly predicted the goods disinflation of 2023.

Employment

The employment sub-index tracks hiring intentions and has historically been a reasonable predictor of NFP manufacturing employment. However, the relationship has weakened post-COVID as labour market dynamics shifted (labour hoarding, immigration, retirement wave).

Supplier Deliveries

Measures how quickly suppliers are delivering materials. Higher readings mean slower deliveries, which typically signals strong demand (supply chains under pressure). During the 2021 supply chain crisis, the Supplier Deliveries sub-index spiked to levels not seen since 1974, correctly flagging the supply-driven inflation that followed.

Historical PMI Patterns and Market Returns

The ISM Manufacturing Cycle and Equity Returns

Academic and practitioner research has documented a strong relationship between ISM Manufacturing and S&P 500 returns:

ISM Manufacturing Range Avg. Annualised S&P 500 Return Typical Market Regime
Above 55, rising +15-20% Risk-on; overweight cyclicals and small caps
50-55, stable +8-12% Goldilocks; balanced risk allocation
48-50, declining +2-5% Defensive; rotate to quality and low-vol
Below 48, declining -5 to -15% Bear market; overweight Treasuries and gold
Below 45, troughing +20-30% (forward 12 months) Maximum pessimism = buying opportunity

The key insight: The best equity buying opportunities occur when ISM Manufacturing is below 45 and either stabilising or beginning to rise. This has coincided with major S&P 500 bottoms in 2001, 2009, 2020, and 2022. The market typically bottoms 2-3 months before the ISM trough.

The Manufacturing-Services Divergence

When ISM Manufacturing is contracting (below 50) while ISM Services is expanding (above 50), the economy is experiencing a "rolling recession" in manufacturing while the broader services economy supports growth. This was the dominant pattern in 2022-2023 and is typically resolved by either:

  1. Manufacturing recovery (services pulls manufacturing back up → economy accelerates → bullish)
  2. Services contagion (manufacturing weakness spreads to services → broad recession → bearish)

Tracking which resolution is occurring (via the direction of services PMI) is one of the most valuable signals for asset allocation.

Trading PMI: A Practical Framework

Release Day Strategy

ISM Manufacturing (10:00 AM ET, 1st business day): The market has usually digested the S&P Global flash PMI from 2 weeks earlier. The ISM release moves markets primarily when it diverges from the flash or when the sub-indices (New Orders, Prices Paid) surprise.

ISM Services (10:00 AM ET, 3rd business day): Often more impactful because there is less advance signal (the S&P Global Services flash is less reliable than the manufacturing flash). Services PMI surprises move equities, bonds, and the dollar simultaneously.

Cross-Asset PMI Reaction Matrix

PMI Outcome Equities Bonds (Yields) Dollar Commodities
Mfg >55, Services >55 Rally (cyclicals lead) Rise (growth + inflation) Strengthen Rally (demand-driven)
Mfg <48, Services >52 Selective (services over industrials) Fall modestly Mixed Mixed (demand pockets)
Mfg <48, Services <50 Sell off broadly Fall sharply (recession pricing) Weaken (if Fed cutting) Sell off (demand collapse)
Mfg troughing <45, turning up Surge (recovery pricing) Rise (reflation) Weaken initially Rally (restocking cycle)
Prices Paid >70 Rotate from growth to value Rise sharply (inflation) Strengthen Surge
Prices Paid <45 Growth stocks outperform Fall (disinflation) Mixed Decline

The PMI Momentum Strategy

One of the simplest and most effective macro trading strategies:

  • When ISM Manufacturing is above 50 and rising: Overweight global cyclicals (industrials, materials, energy, small-cap value). This regime has produced ~18% annualised equity returns historically.
  • When ISM Manufacturing is below 50 and falling: Overweight defensives (healthcare, utilities, consumer staples) and Treasuries. Underweight cyclicals and commodities.
  • Rebalance monthly on ISM release day.

What to Watch

  1. S&P Global Flash PMI (mid-month): The earliest signal; if it diverges from the prior ISM by >2 points, the ISM is likely to surprise in that direction.
  2. ISM Manufacturing New Orders (monthly): The single best leading economic indicator. Track the direction, not just the level.
  3. ISM Services Prices Paid (monthly): The best forward signal for services inflation, the "stickiest" inflation component.
  4. China Caixin Manufacturing PMI (1st business day): The key signal for global commodity demand and EM asset allocation.
  5. Eurozone flash PMI (mid-month): Critical for EUR/USD positioning and ECB policy expectations. German manufacturing PMI is the bellwether.

Frequently Asked Questions

What is the difference between ISM and S&P Global PMI?
Both measure the same concept (business activity via purchasing manager surveys) but differ in methodology and timing. The ISM (Institute for Supply Management) surveys approximately 400 US firms in manufacturing and 370 in services, using a long-running methodology dating to 1948 — making it one of the oldest and most respected economic indicators. S&P Global (formerly IHS Markit) surveys approximately 800 manufacturing and 400 services firms, using a more internationally standardised methodology that allows cross-country comparison. Critically, S&P Global releases "flash" estimates mid-month (~3 weeks before ISM), making it a leading indicator of the ISM release. When the flash PMI diverges significantly from the prior ISM, it signals the ISM is likely to surprise in that direction. Most professional traders use the S&P Global flash for early signals and the ISM for definitive readings and historical context.
Why is 50 the magic number?
The PMI is a "diffusion index": respondents report whether each metric (new orders, output, employment, etc.) has improved, stayed the same, or deteriorated vs. the prior month. The index is calculated as: (% reporting improvement) + 0.5 × (% reporting no change). If exactly as many firms report improvement as deterioration (e.g., 30% better, 30% worse, 40% unchanged), the index equals 50. Above 50 means more firms are expanding than contracting — the sector is growing. Below 50 means more are contracting — the sector is shrinking. However, 50 is not the recession threshold for the broader economy. ISM Manufacturing can sit at 48-49 for extended periods while the economy grows, because manufacturing is only ~11% of US GDP. The more concerning signal is ISM Services below 50, since services represent ~80% of economic activity.
Which PMI sub-index is the best leading indicator?
The New Orders sub-index is the single most forward-looking PMI component and one of the best leading indicators in all of economics. New orders lead actual output (Production sub-index) by 1-2 months and GDP by 2-3 months. When new orders diverge sharply from the headline PMI, trust new orders. A specific pattern to watch: the New Orders minus Inventories spread. When new orders are rising while inventories are falling, it signals an acceleration in production ahead (bullish). When new orders are falling while inventories are rising (unsold goods piling up), a production slowdown is imminent (bearish). This spread has correctly anticipated every US manufacturing recession since 1980 with a 3-4 month lead. The Prices Paid sub-index is the best real-time inflation signal from the supply chain side, often leading CPI goods inflation by 2-4 months.
How do PMI releases affect different asset classes?
The ISM Manufacturing PMI release (first business day of each month at 10:00 AM ET) and ISM Services (third business day at 10:00 AM ET) move markets distinctly. A manufacturing PMI above 55 is bullish for cyclical equities (industrials, materials, energy), the dollar, and copper, while bearish for bonds. Below 48 is the inverse. Services PMI has a larger impact on equities because services dominate the economy — a sub-50 ISM Services reading is a genuine recession signal that triggers broad risk-off (VIX spike, flight to Treasuries, dollar mixed). China's Caixin Manufacturing PMI (released the first business day of the month, usually slightly before ISM) moves commodity markets and EM equities: a China PMI above 51 is bullish for copper, iron ore, and the Australian dollar. Below 49, commodities sell off and EM currencies weaken.
Can the PMI help me time equity market turns?
Yes — ISM Manufacturing has one of the best track records for timing equity market cycles. The key levels: ISM Manufacturing troughing below 45 and then rising back toward 50 has coincided with every major S&P 500 bottom since 1990. The equity market typically bottoms 2-3 months before the ISM trough (markets are forward-looking), but buying when ISM is below 45 and trending up has produced 20%+ average returns over the following 12 months. Conversely, ISM Manufacturing peaking above 60 and rolling over has preceded every significant equity correction by 3-6 months. The signal is strongest when both manufacturing and services PMIs are declining simultaneously. A practical framework: when ISM Manufacturing is above 55 and rising, overweight cyclicals. When it's below 50 and falling, overweight defensives. When it troughs below 45, start accumulating cyclicals for the recovery.

PMI is one of the signals monitored daily in the AI-driven macro analysis on Convex Trading. The platform synthesises data across monetary policy, credit, sentiment, and on-chain metrics to generate actionable trade recommendations. Create a free account to build your own signal layer and see how PMI is influencing current positions.

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