A field guide to interest ratesUpdated 20 September 2026

The Rate
Machine

On 16 September 2026 the Federal Reserve raised interest rates for the first time in more than three years. Most commentary asked whether that was good or bad. This guide is built to make you ask a better question, and to keep working long after this particular meeting is forgotten.

Fed funds target 3.75–4.00% 2Y Treasury 4.67% 10Y Treasury 4.94% CPI 3.4% Unemployment 4.1%
Watch first · 7 min 45 sec

The Rate Machine in one video, a preview that makes the guide easier to follow

How to use it. The video walks through the six parts of the guide in order and shows the main charts, with subtitles on. Watch it once for the overall picture, then use the sections below to check the details and the data.

Interest rates are not a verdict on the economy. They are a price, the price of money, and like any price, they move for reasons. Those reasons matter far more than the direction. A rate cut delivered into a healthy economy and a rate cut delivered into a collapsing one are the same headline and opposite events.

What follows is a system, not a snapshot. Twenty-eight sections build one connected mental model of how a decision made in a room in Washington travels through banks, bond markets, credit, company behaviour and household budgets before it ever reaches the inflation rate, and where, along that chain, an investor can actually see it happening.

Every section closes with the same four questions. They are the engine of the whole guide.

1 · What
What is actually happening? Separate the fact from the story about the fact.
2 · Why
Why is it happening? The cause determines the consequence.
3 · Transmission
How does it travel through the system, and how long does that take?
4 · What next
What specific, observable thing tells you whether it is working?

You do not need any economics background. Every technical term is defined the first time it appears. Where the guide uses real data, it names the series, the period and the source, so you can check it and keep checking it after today.

Part I · Foundations

What a rate actually is

Before any market reaction makes sense, you need the mechanism underneath it. What an interest rate is, what the Fed can and cannot touch, and why nothing it does shows up immediately.

Section 01

Why a rate hike is not automatically bad

The most common investor reflex, and the reason it misleads.

Almost everyone carries the same assumption. Higher interest rates are bad for stocks and bad for the economy. It is not wrong so much as incomplete. It describes one channel of a system that has several, and it leaves out the thing that actually determines the outcome.

An interest rate is a price. Specifically, it is the price of money over time, what you pay to use someone else's money now, or what you are paid to postpone spending your own. Once you see it as a price, the question changes shape. You would not ask whether the price of oil being higher is “good” or “bad” without asking why it moved and who is affected. Rates deserve the same treatment.

That single price influences almost everything an economy does.

  • Borrowing. Whether a mortgage, a car loan or a factory expansion clears the hurdle
  • Saving. What you give up by spending today instead of holding cash
  • Investment. Which corporate projects earn more than the cost of funding them
  • Consumption. How much of household income is already committed to debt service
  • Risk-taking. How far investors reach for return when safe assets pay little
  • Asset valuations. What a future stream of cash is worth today
  • Currency flows. Where global capital earns the best risk-adjusted return

The case for tightening even when it hurts

Holding rates too low while inflation stays elevated is not a neutral act. Cheap money in an economy already running hot tends to add demand that the economy cannot supply, which pushes prices up further. Worse, it can convince households and businesses that elevated inflation is simply the new normal, and once people plan around that belief, it becomes much more expensive to reverse.

So the honest framing of a rate hike is not “this is bad.” It is a trade. Accepting slower growth now lowers the probability of a more disorderly adjustment later.

But the trade genuinely cuts both ways, and pretending otherwise is its own error. Policy that is too restrictive, or restrictive for too long, slows hiring, starves viable businesses of credit and can turn a soft landing into a recession. There is no setting that carries no risk. There is only the choice of which risk to run.

Figure 1 · The policy trade-off

Monetary policy has no safe setting, only different failure modes

POLICY STANCE Too loose rates below what conditions warrant Balanced roughly neutral for the economy Too restrictive rates above what conditions warrant Demand outruns supply Inflation builds Speculation, leverage Capital misallocated Growth near potential Prices roughly stable Credit available but priced Employment sustainable Credit dries up Investment postponed Hiring slows Unemployment rises The middle zone is not a fixed number. It moves with inflation, productivity and the shocks hitting the economy. Which is why nobody, including the Fed, knows exactly where they are standing at the time.
What to take from this. The two ends fail in opposite directions, so “rates are high” on its own does not tell you which risk you are running. It only tells you where on the spectrum policy is aiming. The genuine difficulty is that the boundaries of the middle zone are invisible in real time and only become obvious afterwards.
Common mistake
“The Fed is hiking, so equities must fall.”

A hike changes the discount rate applied to future profits, which is one input into valuation. It says nothing on its own about the other input, the profits themselves. If the Fed is hiking because demand is strong, earnings may be strengthening at the same time. Section 11 works through how those two forces offset.

Why this matters for investors

A rate decision on its own is close to uninformative. What carries information is the reason behind it, how much of it markets had already priced before the announcement, and whether corporate earnings can absorb a higher discount rate. Two hikes of identical size, delivered into different economies, are different events and deserve different portfolio responses.

What
The Fed raised its target range to 3.75–4.00% on 16 September 2026.
Why
Inflation has stayed above target, so policy is being made more restrictive on purpose.
Transmission
Through credit, demand and the discount rate on assets, over months, not days.
Watch next
Whether inflation actually decelerates, and whether the labour market stays intact while it does.
Section 02

Interest rates are the price of money

One price, two opposite economies, and why neither is inherently good.

Money has a price like anything else. When it is cheap, people use more of it. When it is expensive, they use less. Everything else in this guide is an elaboration of that sentence.

Consider a company weighing a $50 million plant. At a 3% borrowing cost the interest bill is roughly $1.5 million a year, and the project needs to clear only that hurdle to be worth doing. At 8% the bill is about $4 million, and a range of projects that made sense at 3% no longer do. Nothing about the plant changed. The price of the money changed, and that was enough.

The same arithmetic runs through a household. A mortgage payment, a car loan, a credit-card balance. Each is a claim on future income, and the rate determines how large that claim is.

Figure 2 · The two directions

The same mechanism, run forwards and backwards

Low rates · cheap credit
Borrowing is cheapthe hurdle a project must clear is low
so
More borrowinghouseholds and firms take on debt
which funds
More spending and investmenthomes, plant, hiring, inventory
adding to
Higher aggregate demandmore buyers chasing the same output
which produces
Faster growth, and eventually price pressureif supply cannot keep up
High rates · expensive credit
Borrowing is expensivethe hurdle rises; marginal projects fail it
so
Less borrowingloan demand falls; refinancing stalls
which starves
Less spending and investmentprojects deferred, hiring slowed
subtracting from
Lower aggregate demandfewer buyers for the same output
which produces
Slower growth, and eventually less pricing powerfirms find it harder to raise prices
What to take from this. Neither column is the good one. Cheap credit in a weak economy is medicine; cheap credit in an overheating one is fuel. The identical policy has opposite effects depending on the state of the economy it lands in, which is why the same rate level can be appropriate in one year and dangerous in the next.

This is also why the level of rates, quoted alone, tells you so little. A 5% policy rate was punishingly tight in 2007 and would have been loose in 1981, when inflation was running far higher. What matters is the rate relative to inflation and to the economy's underlying growth, the idea we formalise in Section 14 as the real interest rate.

Why this matters for investors

When you hear a rate level, your next question should be “relative to what?” The same number is restrictive or accommodative depending on inflation and growth alongside it. Investors who anchor on the nominal number alone consistently misjudge how much pressure the economy is actually under.

What
A rate is the price of using money over time.
Why
Price changes shift the quantity of credit demanded, as in any market.
Transmission
Credit demand → spending and investment → aggregate demand → prices.
Watch next
Loan growth and bank lending surveys, where the price change shows up first.
Section 03

What the Federal Reserve actually controls

Far less than the headlines imply, and understanding the gap is most of the edge.

The Federal Reserve sets a target range for exactly one interest rate, the federal funds rate, what banks charge each other to borrow reserves overnight. As of 16 September 2026 that range is 3.75–4.00%, and the rate actually transacted sits at 3.88%.

That is the entire direct lever. The Fed does not set any of the following.

  • Mortgage rates, where the 30-year fixed is near 6.95%
  • The 10-year Treasury yield at 4.94%, set by buyers and sellers
  • Corporate bond yields, which add a credit premium on top of Treasuries
  • Credit-card rates, which are priced off bank funding costs plus a large risk margin
  • Stock prices, in any direct sense at all

Every one of those is influenced by the funds rate, and none is determined by it. What connects them is the monetary transmission mechanism, the chain of decisions by banks, companies and households through which one overnight rate eventually reaches the price of a haircut.

Figure 3 · The transmission mechanism

How one overnight rate reaches the inflation rate, and where the chain can break

Federal Reservevotes on a target range at eight scheduled meetings a year
sets · immediate
Federal funds ratethe overnight rate between banks, currently 3.88%
anchors · days
Short-term market ratesTreasury bills, repo, commercial paper
raises · weeks
Bank funding costswhat banks pay for deposits and wholesale money
passed through to · 1–3 months
Borrowing costs for everyone elsemortgages, business loans, car finance, credit lines
throttles · 3–9 months
Credit creationhow much new lending actually happens
funds · 3–12 months
Consumption and investmentthe spending decisions credit makes possible
sums to · 6–12 months
Aggregate demandtotal spending in the economy
determines · 6–18 months
Growth and employmentoutput, hiring, wages
feeds · 12–24 months
Inflationthe variable the Fed is actually targeting
Every arrow is a decision, not a law
A bank chooses whether to pass on a funding-cost increase. A company chooses whether to shelve a project. When enough of them choose otherwise, the chain weakens and policy has less effect than intended.
Where it commonly breaks · fixed-rate debt
US households mostly hold 30-year fixed mortgages. Someone who locked in at 3% is unaffected by a move to 7%, so the rate hike never reaches their spending. This weakened transmission substantially in the 2022–2023 cycle.
Where it commonly breaks · cash balances
Households and firms holding large cash balances earn more when rates rise. That interest income partly offsets the drag, which is one reason tightening bit more slowly than expected in recent cycles.
Where it commonly breaks · fiscal policy
Government spending adds demand regardless of the policy rate. When fiscal policy expands while monetary policy tightens, the two pull against each other and the Fed must push harder to get the same result.
Timings are indicative
The ranges shown are typical, not fixed. They vary by cycle, by how indebted the economy is, and by how much of that debt reprices quickly.
What to take from this. The Fed controls the first link and influences the rest through the behaviour of millions of separate decision-makers. This is why policy is described as acting “with long and variable lags”, and why the strength of transmission differs from one cycle to the next even when the rate move is identical.
Watch this
The Senior Loan Officer Opinion Survey (SLOOS)

Published quarterly by the Fed, it asks banks whether they are tightening or loosening lending standards. It measures the transmission chain directly, at the link where policy becomes credit. In the third quarter of 2026 the net share tightening standards for business loans was 0.0%. Banks were doing neither. Policy is restrictive by rate, but it has not yet produced a credit squeeze.

Why this matters for investors

Most assets you own are priced off rates the Fed does not set. The 10-year Treasury yield drives mortgage rates and long-duration equity valuations, and it is determined by the market's expectations of growth, inflation and future policy, not by the last FOMC vote. That is why long yields sometimes move against the Fed's decision on the day it is announced.

What
The Fed sets one overnight rate. Markets set everything else.
Why
Other rates embed expectations, credit risk and term premium the Fed does not control.
Transmission
A chain of voluntary decisions by banks, firms and households.
Watch next
SLOOS lending standards and bank loan growth, the evidence that the chain is working.
Section 04

Monetary policy works with a lag

The single hardest thing about central banking, and the source of most policy errors.

A rate hike today does not lower inflation tomorrow. It does not lower it next month either. The effect arrives slowly, through a sequence of human decisions, and by the time it is clearly visible in the data the decision that caused it is a year or more old.

Follow the sequence. The Fed raises rates. Banks reprice loans and tighten terms. A company reviewing next year's capital budget decides to defer one project. A household shopping for a house recalculates the monthly payment and waits. These decisions take weeks or months to make and further months to show up as reduced spending. Only once spending has actually softened do businesses find they can no longer raise prices at will, and only then does inflation moderate.

Figure 4 · The policy lag

What happens after a rate change, and when. An illustrative framework, not a timetable

TIME AFTER THE DECISION MONTH 0 MONTHS 1–3 MONTHS 3–9 MONTHS 6–18+ Decision FOMC votes Statement and projections land Markets react Yields reprice Loan rates adjust Credit terms shift Behaviour changes Projects deferred Home purchases delayed Hiring plans trimmed Macro data moves Growth slows Unemployment drifts up Inflation moderates The central banker's problem The Fed observes the economy as it is today, but its decision only affects the economy of roughly a year from now. It is steering a vehicle whose response comes long after the turn. Tighten until today's inflation looks fixed, and you have almost certainly tightened too far. The effect of earlier hikes is still arriving. Stop too early, and inflation re-accelerates.
What to take from this. These windows are illustrative and vary by cycle. Treat them as an ordering, not a schedule. The ordering is the point. Markets move first, behaviour second, the macro data last. When you read a report saying the Fed's hikes “are not working,” check how long ago the hikes actually happened.

This is why central bankers talk about forecasting rather than reacting, and why they are so frequently accused of being late in both directions. They are late by construction. The information arrives after the window to act on it has passed.

Common mistake
“They hiked three months ago and inflation is still high, so it isn't working.”

Three months is roughly when the effect reaches lending conditions, not the price level. Judging a hike by the inflation print a quarter later is like judging a turn of the wheel before the ship has begun to swing. The evidence you can legitimately read at that point sits in credit conditions, loan growth and rate-sensitive sectors such as housing, not in the CPI.

Why this matters for investors

Lags mean the largest policy risk is usually an overshoot in either direction, and markets tend to reprice that risk before the data confirms it. In practice the effects of past tightening are still arriving while attention has already moved to the next decision. Positioning for the current print means positioning for something the economy already digested months ago.

What
Rate changes reach inflation with a delay measured in quarters, not weeks.
Why
Transmission runs through slow human decisions about budgets, hiring and home purchases.
Transmission
Markets → lending conditions → behaviour → demand → prices.
Watch next
Rate-sensitive sectors first, meaning housing starts, mortgage applications and auto sales.
Section 05

How rates connect to inflation

Monetary policy works on demand. Not all inflation comes from demand.

Inflation is a sustained rise in the general price level. It emerges when the amount buyers want to spend runs ahead of what the economy can produce. When demand exceeds supply, businesses discover they can raise prices without losing customers, and they do.

Strong demand
+
Constrained supply
=
Pricing power → inflation

Monetary policy attacks exactly one term in that equation. Higher rates reduce borrowing, which reduces spending, which reduces demand, which takes away pricing power. Firms that tried to raise prices find customers walking away, and price increases moderate.

The part that is genuinely awkward

Some inflation does not come from excess demand at all. It comes from the supply side, an oil shock, a broken supply chain, a crop failure, a war, a tariff, a shortage of a critical component. Prices rise because the goods are harder to produce or deliver, not because buyers are exuberant.

The uncomfortable truth at the centre of this section is that interest rates cannot produce oil, semiconductors or wheat. A central bank has no instrument that increases supply. Its only lever works on demand.

Which leaves policymakers in a genuinely unpleasant position. Faced with a supply shock, they can either accept higher inflation and risk it becoming embedded in expectations, or suppress demand hard enough to offset a shortage they did not cause and cannot fix. Neither choice is good. This is the trade-off at the heart of stagflation, which we return to in Section 13.

Figure 5 · Supply shocks in the data

The gap between headline and core inflation is mostly an energy story

Headline CPI minus core CPI
What to take from this. Core inflation strips out food and energy, the two most volatile components. When the headline rate runs far above core, the difference is usually a supply shock rather than an overheating economy. Note the spikes in 2008, 2021–22 and again in 2026. Right now headline CPI is 3.35% against core CPI at 2.45%, a gap of 0.9 percentage points, while WTI crude sits near $107, up roughly 68% over twelve months. That gap is why the Fed's current problem is harder than a simple demand story. Source: US Bureau of Labor Statistics via FRED (CPIAUCSL, CPILFESL); oil, EIA via FRED (DCOILWTICO). Monthly, Jan 2000 – Aug 2026. Retrieved 20 Sep 2026.
Recent values, in figures
MonthHeadline CPICore CPIGapCore PCE
Mar 20263.29%2.60%0.69pp3.25%
Apr 20263.78%2.74%1.04pp3.33%
May 20264.17%2.82%1.35pp3.46%
Jun 20263.46%2.57%0.89pp3.34%
Jul 20263.30%2.47%0.83pp3.34%
Aug 20263.35%2.45%0.90pp—
CPI
Consumer Price Index. The best-known inflation measure, published monthly by the Bureau of Labor Statistics.
Core CPI
CPI excluding food and energy. Noisier components removed, so it reflects the underlying trend more reliably.
PCE
Personal Consumption Expenditures price index. Broader than CPI and adjusts for consumers substituting between goods. Core PCE is the Fed's official target measure, so the 2% goal refers to this series, not CPI.
Watch this
The gap between core CPI and core PCE

These two normally track each other closely. Right now they do not. Core CPI is 2.45% while core PCE is 3.34%. They weight housing and healthcare differently, and the Fed targets the higher one. Anyone judging policy by core CPI alone would conclude the Fed has already won. The Fed is looking at a different number.

Why this matters for investors

Before reacting to an inflation print, establish where the inflation came from. Demand-driven inflation responds to rate hikes and usually comes with strong growth and employment. Supply-driven inflation responds poorly, and forcing it down requires destroying demand that was not the problem, a far worse environment for corporate earnings. Same headline number, very different implications for what you own.

What
Headline CPI 3.35%, core CPI 2.45%, core PCE 3.34%, a mixed and contradictory picture.
Why
A large energy component sits on top of underlying inflation that is closer to target.
Transmission
Rates work on demand only; the supply component has to resolve itself or be absorbed.
Watch next
Whether energy feeds into core services, the point where a supply shock becomes general inflation.
Section 06

Why raising rates can be healthy

Five arguments for tightening that have nothing to do with wanting a recession.

Tightening is usually reported as an act of restriction, something being taken away. There is a case for it that is worth understanding on its own terms, because it explains what a central bank is actually trying to protect.

A · It protects purchasing power

Inflation is a reduction in what your income and savings can buy. At 3.4% a year, money loses roughly a third of its purchasing power over a decade. For anyone holding cash or receiving a fixed income, persistent inflation is a continuous, compounding loss, and one that falls hardest on households with the least ability to hedge it. Price stability is not an abstraction. It is the protection of what people have already earned.

B · It stops expectations from becoming self-fulfilling

This is the argument central bankers care about most, and it is the least intuitive.

Inflation is partly a belief. If workers expect prices to rise 5% next year, they reasonably ask for 5% more pay. If firms expect their costs to rise 5%, they raise prices 5% pre-emptively. Both act on the expectation, and in doing so they produce the inflation they expected. The belief becomes the reality, and at that point inflation no longer needs an original cause. It sustains itself.

Figure 6 · The expectations spiral

How an expectation of inflation manufactures the inflation it expected

Higher expected inflation “prices will keep rising” Higher wage demands workers seek to stay whole Higher business costs payroll is the largest input for most firms Higher prices charged costs passed to customers SELF- SUSTAINING A credible central bank breaks the loop at the top, by changing what people expect before they act on it.
What to take from this. The loop has no natural stopping point, which is why central banks treat expectations as the variable worth defending at real cost. Break the expectation early and the required tightening is modest. Allow it to embed, and the adjustment becomes the kind the US went through in 1980–82, when unemployment reached 10.8%.
Watch this
The 10-year breakeven inflation rate

The difference between the ordinary 10-year Treasury yield and the inflation-protected one. It is the market's live estimate of average inflation over the next decade, the expectations variable priced in real money. It currently sits at 2.33%, close to target and slightly lower than the 2.38% of a year ago, even though headline inflation has risen over that period. That single number is the strongest available evidence that expectations have not become unanchored.

C · It protects credibility

A central bank's most valuable asset is being believed. If markets, employers and households are confident that inflation will return to target, they behave in ways that help deliver it, with moderate wage demands, longer-dated contracts and stable long-term rates. Credibility does part of the work so that policy does not have to.

Lose it and everything gets more expensive. This is why a central bank will sometimes tighten into visible economic weakness. The cost of being seen to tolerate inflation exceeds the cost of the tightening itself.

D · It disciplines capital allocation

When money is nearly free, the hurdle a project must clear approaches zero. Businesses that cannot cover their cost of capital survive by refinancing. Investors, unable to earn a return on safe assets, are pushed into riskier ones. Leverage becomes cheap enough to substitute for a sound business case.

Higher rates reverse the filter. Capital becomes scarce enough to be selective, projects must actually earn their cost of funding, and businesses dependent on perpetual refinancing face a real test. The adjustment is genuinely painful. That is precisely what makes it a filter.

E · It rebuilds capacity to respond to the next crisis

This one is easy to miss and matters enormously. Rate cuts are a central bank's primary tool for fighting a downturn. Cutting requires having something to cut from.

Figure 7 · Policy space

The same crisis, met from two different starting rates

SCENARIO A · POLICY RATE AT 4.00% SCENARIO B · POLICY RATE AT 0.50% 4.0%3.0%2.0% 1.0%0.0% 400 basis points of conventional easing available Each cut is a real stimulus that reaches the whole economy. 4.0%3.0%2.0% 1.0%0.0% 50 basis points, then the floor What remains is unconventional. asset purchases, forward guidance, negative rates. Each is slower, less certain and harder to unwind. Normalising rates during a healthy expansion is how a central bank reloads before it needs the ammunition. The cost is paid now; the benefit arrives in a crisis that has not happened yet, which is why it is politically thankless.
What to take from this. A central bank that never normalises arrives at the next downturn with nothing conventional left. Japan spent decades at the zero bound; the ECB and the Fed both ran out of room after 2008 and had to invent tools. Today's 3.75–4.00% target range is, among other things, the room available for the next emergency.
Figure 8 · Policy rate, five decades

Every hiking cycle since 1970, and the room each one created

Effective federal funds rate US recessions (NBER)
What to take from this. Read the pattern rather than the level. Rates rise gradually through expansions and fall abruptly in downturns, and the descents are far steeper than the climbs. Note what happened after 2008 and again after 2020. The rate reached zero and stayed there, leaving no conventional room. The climb from 2022 was, in part, the rebuilding of that room. The uptick at the far right is September 2026. Source: Board of Governors of the Federal Reserve System via FRED (FEDFUNDS). Monthly average, Jan 1970 – Sep 2026. September 2026 shown at the current effective rate of 3.88%. Recession shading from NBER. Retrieved 20 Sep 2026.
Why this matters for investors

A hiking cycle is not automatically hostile to risk assets, and history is fairly clear on this. Equities have often risen through them, because hikes usually accompany an economy strong enough to warrant them. What damages portfolios is not tightening itself but tightening that continues past the point the economy can absorb. The useful question is never “are they hiking?” but “how much further, and is anything breaking yet?”

What
Tightening protects purchasing power, expectations, credibility, capital discipline and future policy space.
Why
Each is cheaper to defend early than to restore after it has been lost.
Transmission
Mostly through expectations, which move faster than the real economy does.
Watch next
The 10-year breakeven rate, currently 2.33%, the scoreboard for whether this is working.
Part II · The bond market

Where the real signal lives

Equity markets react to rates. The bond market prices them, continuously, in size, and with a view on what happens next. If you learn to read one market for macro information, read this one.

Section 07

How a bond actually works

Assumes you understand shares and have never owned a bond.

A share makes you a part-owner of a business, entitled to whatever is left after everyone else is paid. A bond makes you a lender. You hand over money, receive fixed interest on a schedule, and get your money back on a stated date. No ownership, no upside beyond the agreed interest, and a much stronger legal claim if things go wrong.

Principal
The amount repaid at the end. Also called face value or par. US Treasuries are quoted against $1,000.
Coupon
The fixed annual interest, as a percentage of principal. A 3% coupon on $1,000 pays $30 a year. It never changes.
Maturity
The date the principal comes back. Treasuries run from 4 weeks to 30 years.
Market price
What the bond trades for today. This moves constantly and is usually not $1,000.
Yield
Your actual annual return if you buy at today's price and hold to maturity. Combines coupon income with any gain or loss to par. This is the number quoted in the news.

A US Treasury security is a loan to the US federal government. Treasuries matter beyond their own market because they are treated as the benchmark “risk-free” asset, the return available without taking credit risk. Nearly every other asset on earth is priced relative to them. A corporate bond yields Treasuries plus a margin for default risk. Mortgage rates track Treasury yields plus a spread. And the discount rate used to value equities starts from a Treasury yield. Move Treasury yields and you move the reference point for everything.

The relationship that confuses everyone

Bond prices and bond yields move in opposite directions, always and mechanically. This is not a market tendency; it is arithmetic.

The reason is that the coupon is fixed for the life of the bond. If the payment cannot change, the only thing that can adjust to new market conditions is the price you pay for it.

Interactive · Figure 9

You own a 3% Treasury. Market yields change. Watch what your bond is worth.

Market yield on new bonds5.00%
Your bond still pays$30 / yr
Its market price$846
Gain or loss vs par−$154
Yield to a new buyer5.00%

Working it through in words

You hold a Treasury with $1,000 face value and a 3% coupon. It pays you $30 a year. Then market yields rise to 5%, so newly issued bonds of the same maturity pay $50 a year.

Now ask the question a buyer would ask. Why would anyone pay $1,000 for your bond paying $30 when they could pay $1,000 for a new one paying $50?

They would not. Your bond is still perfectly good. It will pay every coupon and return the principal, but at $1,000 it is simply worse value. So the price falls until the total return from buying it matches what the new bond offers. In the example above, roughly $846. A buyer at $846 gets $30 a year plus a $154 gain when it matures at $1,000, and that combination works out to about 5% a year.

Nothing about the bond changed. The market's required return changed, and the price moved to meet it. That is the whole mechanism.

Market yields rise
→
fixed coupon looks worse
→
price must fall

The reverse is equally true. If market yields fall to 1%, your 3% coupon becomes attractive, buyers compete for it, and the price rises above $1,000. Move the slider below 3% and you can watch it happen.

One further point has large practical consequences. Longer-dated bonds move much more. A 30-year bond locks in its coupon for thirty years, so a change in required return applies to three decades of payments rather than two years. This sensitivity is called duration, and it is why the 30-year Treasury can lose more value in a rate selloff than most people expect a government bond to be capable of losing.

Common mistake
“Treasuries are safe, so I can't lose money.”

Treasuries carry no meaningful default risk. You will be repaid. They carry substantial price risk before then. Long-dated Treasuries fell sharply in 2022 as yields rose. Hold to maturity and you get your principal back; sell beforehand and you take the market price. “Safe from default” and “safe from loss” are different claims.

Why this matters for investors

Once price and yield are the same fact viewed from two directions, a great deal of financial news becomes legible. “Treasuries sold off” and “yields rose” are one event. “A flight to safety” and “yields fell” are one event. Reading the yield is reading the price.

What
Bond prices and yields are mechanically inverse, because the coupon is fixed.
Why
Only the price can adjust to bring an old bond in line with current market returns.
Transmission
Treasury yields set the reference rate for mortgages, corporate debt and equity discount rates.
Watch next
The 10-year yield, currently 4.94%, up from 4.06% a year ago.
Section 08

Fed funds rate versus Treasury yields

Four different numbers, four different things being priced.

Here is a recurring source of confusion. The federal funds rate, the 2-year yield, the 10-year yield and the 30-year yield are not the same thing and do not have to move together. The Fed sets the first. The market sets the rest, and each maturity prices a different question.

Figure 10 · The maturity ladder

What each point on the curve is actually pricing, and how much say the Fed has

FED weak strong Overnight · federal funds Set directly by the FOMC as a target range. Not a market price at all. 3.88% 2 years Essentially the market's forecast of the average policy rate over two years. The purest read on where investors think the Fed is going. 4.67% 10 years Expected future policy, plus long-run inflation expectations, plus growth, plus the fiscal outlook and how much debt Treasury must issue, plus term premium. 4.94% 30 years Long-run inflation, long-run growth, fiscal sustainability, and compensation for thirty years of duration risk. Current policy barely registers here. 5.29% Term premium is the extra yield demanded for committing money for longer, for the risk that inflation, policy or the government's borrowing needs turn out worse than expected.
What to take from this. The Fed's grip loosens as maturity extends. It effectively dictates the overnight rate, heavily influences the 2-year, meaningfully influences the 10-year, and has limited say over the 30-year. Yields as of 17 September 2026. Source: US Treasury via FRED (DFF, DGS2, DGS10, DGS30). Retrieved 20 Sep 2026.

Why the bond market often moves before the Fed does

Because markets price expectations, not announcements. If investors become convinced the Fed will cut six months from now, they buy bonds today, and yields fall today. When the cut eventually arrives, it changes little, because the price already reflects it.

The chart below is the clearest illustration in this guide. Watch the 2-year yield against the actual policy rate through the last three turning points.

Figure 11 · The market moves first

The 2-year Treasury yield leads the federal funds rate at every turn

2-year Treasury yield Federal funds rate (effective)
What to take from this. Three separate turns, the same pattern each time. Through 2021 the 2-year rose while the Fed was still at zero, with the market pricing the 2022 hiking cycle before it began. Through 2024 the 2-year fell well before the first cut in September 2024. And through mid-2026 the 2-year climbed from roughly 3.7% to 4.67% ahead of the September hike. By the time the Fed acts, the 2-year has usually already told you. Note also where it sits now. At 4.67% against a policy rate of 3.88%, the market is pricing meaningfully more tightening still to come. Source: US Treasury and Federal Reserve via FRED (DGS2, DFF). Weekly, Jan 2021 – Sep 2026. Retrieved 20 Sep 2026.
Watch this
The 2-year Treasury yield

If you follow one number for monetary policy, follow this one. It is the market's consensus forecast of average policy over two years, updated continuously and backed by real money. A sharp move in the 2-year means investors have changed their mind about the path of rates, and it typically happens before any official confirms it.

Why this matters for investors

This explains market reactions that otherwise look irrational, such as the Fed hiking while yields fall, or cuts and yields rise. The decision itself was already in the price; what moves markets is the change in the expected path that the statement and projections imply. Compare the outcome with what was priced beforehand, not with the previous level.

What
2Y at 4.67% sits 79bp above the 3.88% policy rate.
Why
The market expects further hikes, not just the one delivered in September.
Transmission
Expectations reach asset prices immediately; the policy rate reaches the economy slowly.
Watch next
Whether the 2Y keeps rising (more tightening priced) or rolls over (the market thinks it is done).
Section 09

The yield curve

A single line that carries the bond market's entire macro view.

Plot Treasury yields against their maturities and you get the yield curve. Its shape encodes what the bond market collectively expects from growth, inflation and policy. Learning to read it is the closest thing to reading the market's mind.

Normally the curve slopes upward, because lending for longer pays more, compensating for the additional uncertainty. When it does something else, that is information.

Interactive · Figure 12

Five real yield curves. Today's is always shown; choose one to compare against.

Source: US Treasury constant maturity yields via FRED (DGS3MO, DGS1, DGS2, DGS5, DGS10, DGS20, DGS30), nearest observation to each date shown. Retrieved 20 Sep 2026.

The three shapes, and what each one says

  • Normal (upward sloping). Short rates below long rates. The market expects growth to continue and policy to stay roughly where it is or drift higher. The unremarkable case.
  • Inverted (downward sloping). Short rates above long rates. Investors accept a lower yield to lock money up for a decade, which only makes sense if they expect rates to be considerably lower later, usually because they expect the economy to weaken enough to force cuts. Historically this has preceded most US recessions, though the lead time has varied from months to more than two years, and the 2022–24 inversion was followed by a slowdown rather than the recession most expected.
  • Steep. A wide gap between short and long. Typically seen early in a recovery, after a central bank has cut aggressively while long yields price an eventual return to growth and inflation.

Flattening, steepening, and why the direction alone is not enough

The curve flattens when the gap between short and long yields narrows, and steepens when it widens. But two curves can flatten by the same amount for opposite reasons, so the useful question is which end moved.

Bull steepening
Short yields fall faster than long
The market is pricing cuts. Usually because growth is deteriorating and the Fed is expected to respond. “Bull” refers to bond prices rising, not to good news.
Bear steepening
Long yields rise faster than short
The market is pricing more inflation, stronger long-run growth, heavier government borrowing, or a higher term premium. Often a warning about fiscal supply rather than the economy.
Bull flattening
Long yields fall faster than short
The market is pricing weaker long-term growth or inflation while the Fed stays put. A quiet expression of pessimism about the distant future.
Bear flattening
Short yields rise faster than long
The market is pricing tighter policy now, with a slower economy later. This is what the US curve is doing today. 2s10s narrowed from +41bp to +27bp in the two weeks around the September hike.
Figure 13 · The 2s10s spread

The 10-year minus the 2-year, and what happened afterwards

10-year minus 2-year yield US recessions (NBER)
What to take from this. Every time the line drops below zero, the curve is inverted. Note that recessions have generally started after the curve had already re-steepened back above zero, not while it was inverted. The inversion is the warning, and the un-inversion has often been closer to the event. Note also 2022–2024, the deepest inversion since the early 1980s, which was not followed by a recession. Treat this as a useful indicator with a variable lead time, never as a timing signal. Source: US Treasury via FRED (DGS10, DGS2), month-end. Jan 1980 – Sep 2026. Recession shading from NBER. Retrieved 20 Sep 2026.
Common mistake
“The yield curve inverted, so a recession is coming.”

The historical record is suggestive, not deterministic. The lead time has ranged from about six months to over two years, and the 2022–24 inversion, the deepest in four decades, was followed by slower growth rather than a recession. An inverted curve tells you the bond market expects lower rates ahead. It does not tell you when, or whether it is right.

Why this matters for investors

The curve is the cheapest available summary of market expectations, and it updates every second. When its shape changes materially, the market's view of the future has changed, and that usually precedes changes in equity leadership, credit conditions and currency trends. The direction matters less than which end of the curve is driving it.

What
2s10s at +27bp, flattening from +41bp in early September.
Why
Short yields rising on hike expectations faster than long yields, which is bear flattening.
Transmission
Curve shape drives bank lending margins, credit availability and sector leadership.
Watch next
Whether flattening continues toward inversion, or long yields catch up and re-steepen.
Section 10

Markets price the future, not the present

If you retain one idea from this guide, make it this one.

Financial markets are not a record of what has happened. They are a continuously updated estimate of what is going to happen. Today's price already contains today's news, plus the market's best guess about tomorrow's.

This has an immediate and counter-intuitive consequence. A widely anticipated event usually moves prices very little when it occurs. The anticipation did the moving. What is left to react to is the difference between what happened and what was expected.

Figure 14 · What is already in the price

Today's yield contains a forecast of every meeting between now and maturity

WHAT THE MARKET IS PRICING RIGHT NOW TODAY 3.88% in 3 months expected rate in 6 months expected rate in 12 months expected rate in 24 months expected rate the average of these expectations, plus a term premium, is The 2-year Treasury yield 4.67% today which in turn helps set Bond prices Equity valuations Credit spreads The dollar So when the Fed acts exactly as expected, very little happens. Markets move on the revision to the expected path, not on the decision that was already in the price.
What to take from this. The 2-year yield at 4.67% is not a statement about today's 3.88% policy rate. It is the market's estimate of the average rate over the next two years. The gap between the two is the tightening investors believe is still to come.

Which is why these are both entirely normal

  • The Fed hikes and Treasury yields fall. The hike was fully priced, but the statement hinted the cycle is near its end, so the expected path came down even as the current rate went up.
  • The Fed cuts and Treasury yields rise. The cut was priced, but officials signalled fewer cuts ahead than markets assumed, or the projections revised inflation upward.

Neither is a market malfunction. In both cases the level moved one way and the expected path moved the other, and the path is what prices assets.

The event
What the Fed actually did. Known within seconds, usually anticipated for weeks, and rarely the thing that moves markets.
Expectations
What the market believed beforehand, visible in fed funds futures, the 2-year yield and the shape of the curve.
The surprise
The difference between them. This is what markets actually trade, and it can be large even when the decision was exactly as forecast, if the guidance changed.
Why this matters for investors

Before any Fed meeting or major data release, find out what is already priced. Fed funds futures and the 2-year yield are the quickest sources. Without that baseline you cannot tell whether an outcome is bullish, bearish or irrelevant, because the same number can be any of the three depending on what was expected. This is the most common analytical error in macro investing.

What
Asset prices embed a forecast of the entire future policy path.
Why
Traders act on expectations, so anticipated events are priced before they occur.
Transmission
Revisions to the expected path move yields, valuations, credit and the dollar at once.
Watch next
The spread between the 2Y and the policy rate, currently 79bp of expected further tightening.
Part III · Transmission

How rates reach everything else

Valuations, credit, the dollar, liquidity and the hunt for a store of value. Each is a separate channel, each runs on a different clock, and each can contradict the others for long stretches.

Section 11

Interest rates and stock valuations

The discount rate, and the reason it is only half the story.

A share is a claim on a company's future profits. To decide what that claim is worth today, you have to convert future money into present money, and future money is worth less, because you could have earned a return on it in the meantime.

$100 in your hand today is worth $100. $100 arriving in ten years is worth less than that. How much less depends on the return you could earn elsewhere, which is called the discount rate. And the discount rate starts from the Treasury yield.

So when Treasury yields rise, the discount rate rises, and the present value of every future dollar of profit falls. Nothing about the business has changed. The arithmetic used to value it has.

Interactive · Figure 15

$100 arriving in each of the next ten years. Change the discount rate and watch the far years collapse.

Discount rate8.0%
$100 in year 2 is worth$86
$100 in year 10 is worth$46
Far relative to near54%

Why this hits some companies far harder than others

Look again at the chart in that widget. Raising the discount rate barely touches the first bar and guts the last one. Now apply that to real businesses.

A mature, cash-generative company (a utility, a consumer staples business, a large bank) earns most of its value from profits arriving soon. Those are the early bars. They barely move.

A high-growth company expected to earn very little now and a great deal in a decade holds most of its value in the late bars. Those are the ones that collapse. This is what people mean by long-duration equities, the same concept as bond duration, applied to shares. It is why unprofitable technology companies, early-stage biotech and speculative growth names tend to fall hardest when yields rise, and rally hardest when yields fall, often without any change in their actual business.

Rates ↑
→
discount rate ↑
→
present value of distant profits ↓
→
valuation pressure

But valuation is only one of the two variables

Here is where the reflex “rates up, stocks down” breaks. A share price reflects the profits and the multiple applied to those profits. Higher rates compress the multiple. They say nothing directly about the profits, and if the Fed is hiking because the economy is strong, profits may well be growing at the same time.

Figure 16 · The two-variable framework

Rates alone do not determine equity outcomes, because earnings are the other half

Rising rates · strong earnings
Can be a perfectly good equity environment
Earnings growth offsets multiple compression. Historically common during mid-cycle tightening, when hikes are a response to strength. This describes US equities over the past twelve months, with the S&P 500 up about 15% while the 2-year yield rose 115bp.
Rising rates · weak earnings
The genuinely difficult combination
Multiples compress while profits shrink. Both variables work against you. This is the setup that produces severe drawdowns, and it is what investors fear when they see a hike, even though it is only one of four possibilities.
Falling rates · strong earnings
Usually the most supportive backdrop
Multiples expand while profits grow. Typically occurs when inflation normalises without a recession, the “soft landing” that markets price eagerly and that materialises less often than it is forecast.
Falling rates · weak earnings
Depends entirely on why rates are falling
If policy is easing into a slowdown that then stabilises, markets often bottom before earnings do. If rates are falling because the economy is deteriorating faster than the Fed can respond, falling rates are a symptom, not a cure. Section 12 separates the two.
What to take from this. Three of these four boxes are perfectly survivable and one is not. Knowing which box you are in requires two pieces of information, not one. Investors who track only the rate are working with half the framework.
Why this matters for investors

A rate move tells you what is happening to the denominator in a valuation. It tells you nothing about the numerator. Before concluding that higher rates are bearish for a specific holding, ask how far into the future its profits sit, and whether the economy driving the rate move is also driving its earnings. Those two answers usually matter more than the rate itself.

What
Higher yields mechanically reduce the present value of future profits.
Why
The discount rate applied to future cash flows starts from the Treasury yield.
Transmission
Hits long-duration equities hardest, near-term cash generators least.
Watch next
Earnings revisions alongside the 10-year yield, since you need both to know which box you are in.
Section 12

Rate cuts are not automatically bullish

The most expensive assumption in retail investing.

“The Fed is cutting” is treated almost universally as good news. Sometimes it is. But a central bank cuts rates for two very different reasons, and the two have close to opposite implications for what you own.

Figure 17 · Two kinds of cut

Identical headline, opposite environments

A · Normalisation cuts
Inflation returns toward targetthe reason for restriction goes away
while
Growth remains positivethe economy is still expanding
and
Employment holds upno meaningful rise in unemployment
so the Fed can
Cut gradually, by choiceremoving restriction no longer needed
which tends to mean
Lower discount rates, intact earningshistorically a supportive combination
B · Emergency cuts
Growth deteriorates sharplyactivity contracting, not just slowing
and
Unemployment riseslayoffs broaden across sectors
while
Credit conditions seizespreads widen, lending stops
forcing the Fed to
Cut aggressively, by necessitylarge, rapid, often between meetings
which tends to mean
Lower discount rates, collapsing earningsthe earnings decline usually dominates
What to take from this. The fastest, largest rate cuts in history happened in 2008 and March 2020, two of the worst equity markets in living memory. The cuts were not bullish; they were the alarm. The size and speed of an easing cycle is often inversely related to how good the news is.
Common mistake
“Rate cuts are bullish.”

Cuts delivered into a stable economy with inflation returning to target are usually supportive. Cuts delivered into a collapsing one are a response to damage that is already happening and will take time to stop. The direction of policy is identical. The environment is not. Ask why they are cutting before deciding what it means.

How to tell the two apart in real time

  • Speed and size. Gradual 25bp moves at scheduled meetings suggest normalisation. 50bp or larger moves, or anything between meetings, suggests something is wrong.
  • Credit spreads. If spreads are tight and stable, the economy is fine. If they are widening quickly, the cut is a response to stress. Section 16 covers this.
  • Jobless claims. Rising claims alongside cuts points to the emergency case. Currently they are near 196,000 a week, which is historically low.
  • The language. Central banks are careful writers. “Recalibrating” and “moving toward neutral” mean something different from “acting to support economic activity.”
Why this matters for investors

Positioning for cuts on the assumption that cuts are inherently good has been one of the more reliable ways to be badly positioned at exactly the wrong moment. Before adjusting for an expected easing cycle, form a view on whether it will be a choice or a response. Credit spreads and jobless claims will usually tell you before the Fed does.

What
Cuts can signal successful disinflation or accelerating deterioration.
Why
The policy direction is the same; the economic cause is opposite.
Transmission
Normalisation lowers discount rates with earnings intact; emergencies take earnings down too.
Watch next
Pace and size of cuts, credit spreads and jobless claims, read together rather than separately.
Section 13

Rate hikes are not automatically bearish

The same framework, applied in the other direction.

Apply the identical question to tightening. Why is the Fed hiking?

If the answer is that growth is solid, employment resilient, demand strong and inflation somewhat too high, then higher rates are partly a reflection of economic strength. The economy can generate inflation because it is running hot, and the central bank is leaning against it. That is an environment in which corporate earnings can keep growing even as multiples compress, the first box in Figure 16.

This describes the United States right now with reasonable accuracy. The Fed hiked in September 2026 into an economy with unemployment at 4.1%, jobless claims near 196,000, retail sales up 6% year over year, credit spreads at historically tight levels and the S&P 500 near record highs. This is not a central bank fighting a collapse. It is one leaning against an economy with more momentum than its inflation target can comfortably accommodate.

The contrasting case is far less comfortable, because inflation stays high and growth deteriorates.

Stagflation

Stagflation is the combination of stagnant growth and persistent inflation. It is the hardest environment for a central bank because its two objectives point in opposite directions. Cut to support growth and you risk entrenching inflation. Hold or hike to fight inflation and you deepen the downturn. There is no policy setting that addresses both.

It usually originates on the supply side, an energy shock being the classic trigger, as in the 1970s. Supply shocks raise prices and reduce output simultaneously, which is precisely the combination monetary policy is worst equipped to handle. Rates can suppress demand. They cannot create supply.

This is worth watching in the current environment, given oil near $107 and a headline inflation rate well above core. What argues against it for now is the growth side. At 1.5% annualised in the second quarter and 2.1% year over year, growth is slower than it was but not stagnant, and the labour market is firm. The inflation half of stagflation is present. The stagnation half is not.

Common mistake
“High inflation means stagflation.”

Stagflation requires both halves. Inflation alongside solid growth and low unemployment is an overheating economy, which is an uncomfortable but very different problem, and one that responds to rate rises. Stagflation is defined by the absence of growth, which is what removes the central bank's room to act.

Why this matters for investors

Hikes into strength and hikes into weakness produce different outcomes for equities, and the distinction is observable at the time. Check growth and employment alongside the rate decision. A Fed tightening into a firm labour market is managing an expansion. A Fed tightening into rising unemployment because inflation leaves it no choice is a materially worse setup, and the one to reposition for.

What
The Fed hiked into 4.1% unemployment, 196k claims and equities near highs.
Why
Demand is strong enough to sustain inflation above target.
Transmission
Multiple compression against continuing earnings growth, so the two partly offset.
Watch next
Any turn in unemployment or claims. That would move this from box one to box two.
Section 14

Nominal versus real interest rates

The number on the screen is not the number that matters.

Every rate quoted in the news is a nominal rate, the headline percentage. The real rate is what remains after inflation, and it is the one that determines whether policy is actually restrictive.

Real rate
≈
Nominal rate
−
Inflation

Two examples make the point.

  • Nominal 4%, inflation 3% → real rate +1%. Lending money genuinely gains you purchasing power. Borrowing genuinely costs you some.
  • Nominal 5%, inflation 6% → real rate −1%. Despite the higher headline number, savers are losing purchasing power and borrowers are repaying in money worth less than they borrowed. Policy is loose, at a 5% nominal rate.

This is why nominal comparisons across time are close to meaningless. A 5% policy rate in 1981, when inflation ran above 10%, was deeply accommodative. A 5% policy rate in 2007, with inflation near 2%, was restrictive. Same number, opposite stance.

Figure 18 · Nominal versus real

The 10-year Treasury yield, before and after inflation expectations

10-year nominal yield 10-year real yield (TIPS) The gap = expected inflation
What to take from this. The shaded gap between the two lines is the breakeven inflation rate, the market's expected average inflation over ten years. Look at 2012–2021, when the real yield spent most of a decade near or below zero, which is what genuinely accommodative policy looks like regardless of the nominal number. Today the real 10-year yield is 2.61%, among the highest readings in two decades. By this measure, not the nominal one, policy is meaningfully restrictive. Source: US Treasury via FRED (DGS10, DFII10, T10YIE). Month-end, Jan 2003 – Sep 2026. TIPS series begins 2003. Retrieved 20 Sep 2026.
Figure 19 · Policy against inflation, 1970–2026

The distance between these two lines is the real policy rate

CPI inflation, year over year Federal funds rate US recessions (NBER)
What to take from this. When the blue line sits above the brick line, real rates are positive and policy is restraining the economy. Below it, policy is adding fuel. The 1970s show the failure mode plainly. The funds rate repeatedly fell below inflation, policy was eased too early, and inflation returned worse each time. It took Volcker driving the funds rate far above inflation in 1980–82 to break the cycle, at the cost of 10.8% unemployment. Today the funds rate at 3.88% sits just above headline CPI at 3.35%, positive in real terms, but not by a wide margin. Source: BLS and Federal Reserve via FRED (CPIAUCSL, FEDFUNDS). Monthly, Jan 1970 – Sep 2026. Recession shading from NBER. Retrieved 20 Sep 2026.
Watch this
The 10-year TIPS yield

TIPS are Treasury Inflation-Protected Securities, whose principal adjusts with inflation, so their yield is a real yield directly. At 2.61% it is near the top of its twenty-year range. Real yields at this level are a genuine headwind for long-duration assets, for highly levered borrowers, and historically for non-yielding assets such as gold, a relationship that is currently not holding, which Section 19 examines.

Why this matters for investors

Judge policy by real rates, not nominal ones. A central bank raising nominal rates more slowly than inflation is rising is easing, not tightening, whatever the headlines say. Conversely a bank holding nominal rates steady while inflation falls is tightening without doing anything. The real rate is what the economy actually feels.

What
Real 10-year yield 2.61%; real policy rate roughly +0.5% against headline CPI.
Why
Nominal rates rose faster than inflation expectations, which stayed anchored.
Transmission
Real rates set the true hurdle for borrowing, investment and asset valuation.
Watch next
If inflation falls while nominal rates hold, policy tightens automatically.
Section 15

Financial conditions

The Fed sets one rate. The market decides how much it stings.

The policy rate is a single input into something broader, financial conditions, meaning how easy or hard it is, overall, to obtain and service money in the economy. Several things contribute, and they can pull in opposite directions.

Figure 20 · What makes up financial conditions

Policy is one input among several, and not always the decisive one

INPUTS RESULT Fed policy rate 3.88% Treasury yields 4.94% Credit spreads 2.70% Equity prices near highs US dollar 118.2 Bank lending standards neutral Financial conditions how easily money can be raised, borrowed and serviced overall Spending, hiring, investment the actual economy Markets can offset the Fed. Rising equities, tightening spreads and falling yields ease conditions even if policy does not move.
What to take from this. This is a live tension in the current US environment. The Fed raised rates in September, yet credit spreads sit near historic tights, equities are near record highs and banks are neither tightening nor loosening lending standards. Policy is restrictive; overall financial conditions are considerably less so. That gap is one reason the Fed's projections point to the possibility of more tightening. Markets have been absorbing it rather than transmitting it.

This creates a genuine feedback loop that frustrates central bankers. Suppose the Fed signals it is nearly finished hiking. Equities rally, credit spreads tighten, bond yields fall, and financial conditions ease materially, stimulating the economy the Fed was trying to cool. The market's anticipation of easier policy undoes some of the tightening already delivered. Officials then have to talk tougher to reverse it.

Why this matters for investors

When you hear that policy is restrictive, check whether conditions actually are. Tight policy alongside booming asset prices and freely available credit is far less restrictive than the policy rate implies, which usually means more tightening is coming, not less. Financial conditions, not the policy rate, are what the economy responds to.

What
Restrictive policy rate; notably easier overall financial conditions.
Why
Tight spreads, strong equities and neutral lending standards offset the rate.
Transmission
Conditions, not the policy rate alone, determine borrowing and spending.
Watch next
Whether spreads and equities start to reflect the tightening, the sign it is finally biting.
Section 16

Credit spreads

The most useful market indicator most private investors never look at.

A company borrowing money must pay more than the US government, because it might not repay. That extra yield is the credit spread, and it is the market's live price of corporate risk.

Corporate yield 6.0%
−
Treasury yield 4.0%
=
Spread 2.0% · 200bp
Basis point
One hundredth of a percentage point. 200 basis points = 2.00%. Abbreviated bp.
Investment grade
Bonds from financially strong companies, rated BBB− or better. Currently yielding about 0.78% over Treasuries.
High yield
Bonds from riskier borrowers, rated below BBB−. Also called junk. Currently about 2.70% over Treasuries.
OAS
Option-adjusted spread. The standard measure, adjusting for embedded options such as early repayment. The numbers quoted here are OAS.

Spreads are a confidence gauge. When investors are relaxed about the economy they accept small compensation for lending to weaker companies, and spreads compress. When they worry about defaults they demand much more, and spreads widen, often sharply, and often before equity markets have fully reacted.

The reason bond investors sometimes notice first is structural. A bondholder's upside is capped at getting repaid, so their entire job is thinking about what could go wrong. Equity investors are paid for what could go right. Given the same ambiguous news, the credit market tends to reprice risk sooner.

Figure 21 · Credit spreads through a real scare

The April 2025 episode, and what happened next

High yield OAS Investment grade OAS
What to take from this. A textbook case of both the signal and its limits. High yield spreads widened from 2.94% in early March 2025 to 4.61% by 7 April, a fast, genuine repricing of risk. Then they compressed back below 3.1% within six weeks. The warning was real; the recession it might have implied did not arrive. Today high yield sits at 2.70% and investment grade at 0.78%, near the tightest levels of the period, which says the credit market currently sees very little distress, even with the Fed tightening. Source: ICE BofA indices via FRED (BAMLH0A0HYM2, BAMLC0A0CM). Weekly, Sep 2023 – Sep 2026; FRED serves roughly three years of daily history for these series. Retrieved 20 Sep 2026.
Common mistake
“Credit spreads predict recessions.”

Spreads widen when investors grow concerned. Sometimes the concern is justified, sometimes it passes, as in April 2025. They are a real-time measure of perceived risk, not a forecast. Use them to gauge whether stress is building, not to call a downturn.

Watch this
High yield OAS crossing 4%

Below roughly 3% the credit market is relaxed. Sustained moves above 4% have historically coincided with genuine funding pressure for weaker borrowers; above 6% usually means something is breaking. At 2.70% today the message is straightforward. No stress. If this number starts climbing while the Fed is still tightening, that is the single clearest sign policy has gone far enough.

Why this matters for investors

Credit spreads are the cheapest ongoing check on whether tight policy is causing damage. Equity indices can stay near highs while the weakest borrowers are already struggling, and spreads reveal that divergence first. They also discipline the story, since it is hard to argue a recession is imminent while high yield trades at 270bp.

What
High yield 2.70%, investment grade 0.78%, historically tight.
Why
Default expectations are low; growth is intact and funding is available.
Transmission
Tight spreads keep corporate funding cheap, partly offsetting the policy rate.
Watch next
Any sustained widening through 4%, the first hard evidence of over-tightening.
Section 17

Interest rates and the US dollar

Currencies price the difference between countries, not the level in one.

The textbook chain is simple enough. Higher US rates make dollar assets more attractive relative to alternatives, global capital moves toward them, and demand for dollars rises.

Figure 22 · The dollar channel

Why a stronger dollar is never only a currency story

US rates rise relative to other economiesthe comparison is what matters, not the US level
attracts
Capital flows toward dollar assetsTreasuries, credit, deposits
requires buying
Demand for dollars increasesforeign investors must convert first
tends to produce
A stronger dollarwith consequences well beyond currency markets
Second-order · imported inflation
A stronger dollar makes imports cheaper for Americans, which helps bring inflation down. The currency does part of the Fed's work.
Second-order · commodity prices
Most commodities are priced in dollars, so a stronger dollar makes them more expensive for buyers using other currencies, dampening global demand.
Second-order · US corporate earnings
Roughly 40% of S&P 500 revenue comes from abroad. A stronger dollar shrinks those earnings when translated back, without any change in the underlying business.
Second-order · emerging market stress
Many countries and companies borrow in dollars while earning in local currency. A stronger dollar raises their debt burden in real terms. This is a recurring trigger of emerging market crises.
Why the rule often fails
FX prices relative policy and relative expectations. If the ECB is expected to tighten more than the Fed, the euro can strengthen even as US rates rise. The US number alone is not enough.
What to take from this. The current environment shows the textbook relationship failing cleanly. US yields rose sharply over the past year, with the 2-year up 115bp, yet the broad dollar index is slightly lower than a year ago, at 118.2 against 120.1. Rates rose and the dollar did not follow, which means something other than rate differentials is driving the currency. Section 19 takes up what that might be. Source: Federal Reserve via FRED (DTWEXBGS), nominal broad dollar index, Jan 2006 = 100. Retrieved 20 Sep 2026.
Why this matters for investors

The dollar transmits US monetary policy to the rest of the world, and it flows back into US earnings. When comparing central banks, compare expected paths rather than current levels. Currencies move on the change in the gap. And when the dollar stops responding to rate differentials, as now, that is itself a signal worth investigating rather than ignoring.

What
US yields up sharply; the broad dollar slightly weaker over twelve months.
Why
Rate differentials are being overwhelmed by something else, see Section 19.
Transmission
Dollar strength affects import prices, commodities, foreign earnings and global debt burdens.
Watch next
Whether the dollar reconnects to rate differentials or continues to diverge.
Section 18

Liquidity

The price of money is one thing. The quantity of it is another.

Interest rates and liquidity are related but not the same. The rate is the price of money. Liquidity is roughly the quantity circulating and how easily it moves. A central bank influences both, using different tools, and they do not always point the same way.

Balance sheet
The assets a central bank holds, mostly government bonds and mortgage securities. Buying expands it; letting holdings mature shrinks it.
Bank reserves
Money commercial banks hold at the central bank. The raw material of the banking system's capacity to lend.
QE
Quantitative easing. The central bank buys securities, paying with newly created reserves. Adds liquidity and pushes down long-term yields, which the policy rate does not directly control.
QT
Quantitative tightening. The reverse, where holdings are allowed to mature without replacement, draining reserves and removing a large, price-insensitive buyer from the bond market.
Figure 23 · The quantity channel

What asset purchases do that the policy rate cannot

QE · adding liquidity
Central bank buys bondspaying with newly created reserves
which
Bank reserves risemore cash in the system
and
Long-term yields falla huge, price-insensitive buyer removes supply
pushing investors
Out along the risk curveinto credit, equities, property, deliberately
QT · draining liquidity
Holdings mature without replacementthe balance sheet shrinks passively
which
Bank reserves fallless cash in the system
and
Private buyers must absorb more supplyat a price they choose, not one set by policy
which tends to
Push long yields and term premium upindependently of the policy rate
What to take from this. This is why the policy rate alone is an incomplete description of policy. A central bank can cut rates while draining liquidity, or hold rates while adding it. The two levers work on different parts of the curve. The rate anchors the front end, the balance sheet leans on the long end.

There is a further consequence that matters for the long end of the curve. When a central bank stops buying, someone else must. Government bonds still have to be issued to fund deficits, and private investors will only absorb them at a price they find acceptable. If the amount of issuance is large and the buyer base is price-sensitive, the required yield rises, particularly at longer maturities, where the 30-year currently sits at 5.29%, well above the 3.88% policy rate.

Why this matters for investors

Never read the policy rate in isolation. Check the direction of the balance sheet alongside it. Periods of rising liquidity have generally been friendlier to risk assets than the policy rate alone would suggest, and the reverse holds too. When long yields rise while the policy rate is steady, supply and liquidity are usually the explanation.

What
Rates set the price of money; the balance sheet sets its quantity.
Why
Two distinct tools acting on different parts of the yield curve.
Transmission
Liquidity affects term premium, long yields and appetite for risk.
Watch next
The 30-year yield against the policy rate, a live read on long-end supply pressure.
Section 19

The search for a store of value

What happens when the asset everyone calls risk-free stops feeling safe.

Everything so far has treated the Treasury market as the anchor, the risk-free reference from which other assets are priced. This section examines what happens when investors start questioning that anchor, because it explains a set of market moves that otherwise look inexplicable.

The mechanism

Recall Section 7. When yields rise, existing bond prices fall. Now extend that over time. If long yields rise and then stay high, holders of long-dated Treasuries take a capital loss and then continue holding an asset whose price is not recovering. Add inflation running above target and the real return can be poor for years.

At that point the asset is still risk-free in the narrow sense (you will be repaid), but it is no longer doing the job investors actually want from a safe asset, which is preserving purchasing power. And capital that wants to preserve purchasing power has to go somewhere.

Figure 24 · The rotation

Why persistent high long yields push capital toward assets that pay nothing

Long yields rise and stay high30-year at 5.29%, well above the 3.88% policy rate
which means
Existing long bonds lose priceand do not recover while yields stay up
while
Inflation erodes the fixed coupona fixed payment buys less each year
so investors ask
Is government paper still a store of value?especially with large deficits and heavy issuance ahead
prompting a search for
Assets with no issuer and no credit riskgold, silver, and, contested, crypto
which bids up
Hard assets, independent of the rate storygold near $4,425, silver near $67
The textbook says the opposite
Gold pays no income, so high real yields normally make it less attractive, since holding it costs you the 2.61% you could earn in TIPS. Gold rising while real yields sit near two-decade highs breaks that rule.
Which is exactly why it is informative
When a reliable relationship inverts, the driver has changed. Gold rising despite the opportunity cost suggests buyers are pricing something the rate framework does not capture, whether that is fiscal sustainability, issuance volume, currency debasement or reserve diversification away from dollar assets.
The dollar corroborates it
Section 17 noted the puzzle. US yields up 115bp at the 2-year, yet the broad dollar is slightly weaker year over year. Capital that was attracted by higher US yields would have lifted the dollar. It did not. Both facts point the same way.
This is a term-premium story
In the language of Section 8, investors are demanding more compensation to hold long-dated government paper. That extra compensation shows up as a higher 30-year yield, and as a bid for assets that no government can issue more of.
What to take from this. The chain does not run through interest rates in the usual way. It runs through confidence in government paper as a place to store wealth. That is why it can push gold higher at the same time as the rate framework says gold should be falling.

What the data actually shows

This is where it pays to be precise, because the popular version of this argument bundles together assets that have behaved very differently.

Figure 25 · Three years, indexed

Gold and bitcoin from a common base, where the paths matter more than the endpoints

Gold Bitcoin
What to take from this. Both are well above where they started, and bitcoin is actually ahead over the full period, but look at how each got there. Gold climbed with interruptions and a worst drawdown of 23%. Bitcoin rose to a peak near $123,500 in September 2025, then fell 52% to roughly $59,500 by June 2026, and has since recovered to around $80,500. Over the last twelve months gold is up about 16% while bitcoin is down about 28%. Source: Yahoo Finance, weekly closes, 18 Sep 2023 = 100. Gold and silver are front-month futures (GC=F, SI=F); bitcoin is BTC-USD. Retrieved 20 Sep 2026.
The same assets, measured properly
AssetLatest12-month3-yearWorst drawdownAnnualised volatilityCorrelation to gold
Gold$4,425+16%+127%−23%19%—
Silver$67.15+45%+185%−45%40%0.81
Bitcoin$80,472−28%+207%−52%45%0.20
Weekly log returns, Sep 2023 – Sep 2026. Correlation to gold measured over the most recent twelve months. Source: Yahoo Finance, retrieved 20 Sep 2026.

Reading that table honestly

The metals case is strong. Gold has risen substantially while real yields sat near two-decade highs, which is the textbook relationship inverting rather than merely weakening. Silver has done the same with more force, and its 0.81 correlation to gold confirms it is trading as monetary metal rather than as an industrial commodity. Both are consistent with capital seeking a store of value outside government paper.

The crypto case is genuinely open. There is real evidence for it. Bitcoin's correlation to gold has moved from roughly −0.10 in the first year of this period to about +0.20 in the most recent one. It is being traded, at the margin, as part of the same complex. That is a meaningful change and worth taking seriously.

But a haven is defined by behaviour under stress, and on that test the evidence is not yet there. Over the past twelve months, precisely the period when long yields rose and the store-of-value question became pressing, gold rose 16% and bitcoin fell 28%. It drew down like a risk asset while the established haven rallied. At 45% annualised volatility it is roughly two and a half times as volatile as gold.

The most defensible reading is that bitcoin is currently trading as a high-beta expression of the same idea rather than as a haven in its own right, closer to how silver behaves relative to gold, but with weaker correlation and larger drawdowns. That is not nothing. It is simply a different claim from “crypto is now a safe haven,” and the distinction matters a great deal for how much of it you would want to own and for what purpose.

Watch this
What would actually settle the crypto question

A haven earns the label by holding up when other things fall. The test is specific and observable. The next time equities drop more than 10% or high yield spreads widen through 4%, does bitcoin rise, hold, or fall with the risk assets? Three years of correlation data will not answer it. One genuine stress event will.

Common mistake
“It went up a lot, so it is a store of value.”

Return and havenhood are separate properties. Bitcoin has outperformed gold over three years and still failed the haven test over the past twelve months, because it delivered that return with a 52% drawdown. A store of value is judged on what it does when you need it, not on what it returns when you do not.

Why this matters for investors

When gold rises while real yields are high, do not dismiss it as noise. It is information about how much confidence the market places in long-dated government paper, and it often shows up before the bond market fully reflects it. Treat the metals and crypto as separate questions with separate evidence. And check the drawdown profile before assigning anything the role of a haven in your own portfolio.

What
Gold $4,425 and silver $67 rising alongside a 2.61% real yield, the textbook relationship inverted.
Why
Persistent high long yields and heavy issuance raise doubts about government paper as a store of value.
Transmission
Via term premium and reserve demand, not via the policy rate. Corroborated by the soft dollar.
Watch next
The 30-year yield, the dollar, and how bitcoin behaves in the next genuine risk-off event.
Part IV · The whole system

Putting the pieces together

Everything so far has been a component. This part assembles them into one machine and one map, so you can locate any environment, past, present or future, on the same framework.

Section 20

The economic machine

The full loop, and everything that stops it running cleanly.

The economy is a circuit, not a line. Growth generates employment, employment generates income, income generates demand, demand generates inflation pressure, inflation pressure generates a policy response, and the policy response feeds back into growth. Each stage is caused by the one before it and causes the one after.

Figure 26 · The cycle

The idealised loop, the one every textbook draws and no economy quite follows

EXPANSION BUILDS PRESSURE RESTRAINT CREATES ROOM TO EASE Growth accelerates activity picks up Employment improves hiring broadens, wages firm Income and spending rise households have more to spend Demand outruns supply firms gain pricing power Inflation pressure builds prices rise faster than target The Fed tightens rates rise, credit gets expensive Spending slows projects deferred, hiring cools Growth moderates activity comes off the boil Inflation falls pricing power fades The Fed can ease credit conditions improve THE CYCLE no fixed length, no guaranteed sequence
What to take from this. Use the loop to locate roughly where you are, not to predict what comes next. The US is currently somewhere on the right-hand side, demand strong enough to sustain inflation above target, the Fed responding. What the loop cannot tell you is how long each stage lasts, or whether the economy will pass through the next one at all.

Why reality does not follow the circle

The diagram above is a teaching device and should be held loosely. Real economies are pushed around by forces that sit entirely outside the loop.

  • Fiscal policy. Government spending adds demand regardless of the policy rate, and can directly offset monetary tightening.
  • Deficits and debt issuance. Heavy borrowing raises long yields through supply, independent of the Fed, which is the mechanism behind Sections 18 and 19.
  • Productivity. If output per worker rises quickly, the economy can grow faster without inflation. This changes where the neutral rate sits.
  • Demographics. An ageing workforce constrains labour supply, which can keep wage pressure elevated through a slowdown.
  • Energy prices. A supply shock raises inflation and lowers growth at once, breaking the loop's normal correlation. Oil near $107 is doing this right now.
  • Geopolitics and trade policy. Tariffs, sanctions and conflict alter prices and supply chains directly.
  • Technology. Large productivity shifts can suppress prices for years and change what a “normal” rate looks like.
  • The banking system. If banks are impaired, transmission breaks down entirely, and rate changes stop reaching the real economy.

Which is why cycles vary so much in length and character, why every recession has a different trigger, and why confident macro forecasts have such a poor record. The loop is a map of the mechanism. It is not a schedule.

Why this matters for investors

Use the cycle to understand what connects to what, not to time anything. Its practical value is that it tells you which variable to check next. If demand is strengthening, look at inflation. If inflation is rising, look at policy. If policy is tightening, look at credit. The sequence is more reliable than the timing.

What
Growth, employment, demand, inflation and policy form a self-correcting circuit.
Why
Each stage mechanically creates the conditions for the next.
Transmission
Policy is the loop's feedback mechanism, operating with long lags.
Watch next
Which outside force is currently dominant, which today means energy prices and fiscal supply.
Section 21

The four macro regimes

Two variables, four environments. The map you can reuse indefinitely.

Almost any macro environment can be located using two questions. Is growth strong or weak? and is inflation high or low? Crossing them gives four quadrants, each with its own characteristic policy response and market behaviour.

This is the single most portable tool in the guide. It will still work in twenty years.

Interactive · Figure 27

Select a quadrant to see how policy, bonds, equities and credit typically behave

Inflation  →  high
Growth  →  strong

Two cautions on using it. First, the boundaries are fuzzy. Economies drift between quadrants rather than jumping, and the current US reading is genuinely mixed, with growth solid but decelerating and core CPI is near target while core PCE is not. Second, the behaviours listed are tendencies drawn from history, not rules. Markets have surprised in every one of these quadrants.

Why this matters for investors

Regimes change less often than headlines do, which makes them a more stable basis for decisions than any single data release. Before reacting to a number, ask whether it changes the quadrant. Most do not, and the ones that do deserve far more attention than they usually receive.

What
The US sits in the overheating quadrant, drifting toward the boundary with slowdown.
Why
Growth at 2.1% year over year with inflation above target on the Fed's preferred measure.
Transmission
Each quadrant implies a different policy path, and therefore a different discount rate.
Watch next
Payrolls and core PCE, the two series most likely to move the US between quadrants.
Part V · The toolkit

How to actually do this

Four practical instruments. What to monitor, how to avoid the commonest analytical traps, how to think past the obvious consequence, and a procedure for any Fed meeting or data release.

Section 22

The investor dashboard

What to monitor, where it stands, and the question each one answers.

Seven categories cover the macro picture. Each cell below shows the current reading and, more importantly, the question you are asking it, because the question is what remains constant when the numbers change.

InflationAbove target
  • CPI, year over year3.35%
  • Core CPI2.45%
  • Core PCE, the Fed's target3.34%
  • 10-year breakeven2.33%
Is inflation accelerating or decelerating, and are expectations still anchored?
GrowthSolid, slowing
  • Real GDP, Q2 annualised+1.5%
  • Real GDP, year over year+2.1%
  • Retail sales, year over year+6.0%
Is activity accelerating or slowing, and is the change broad or concentrated?
Labour marketFirm
  • Unemployment rate4.1%
  • Payrolls, August+162k
  • Payrolls, 3-month average+71k
  • Initial jobless claims196k
Is the labour market tightening or weakening? Claims turn before the unemployment rate does.
The FedTightening
  • Target range3.75–4.00%
  • Effective rate3.88%
  • September decision+25bp, 12–0
  • Dot plot, end-20264.1–4.4%
Is policy becoming more or less restrictive, and by how much more than expected?
BondsPricing more hikes
  • 2-year4.67%
  • 10-year4.94%
  • 30-year5.29%
  • 2s10s spread+27bp
  • 10-year real (TIPS)2.61%
What is the bond market pricing that the Fed has not yet done?
CreditNo stress
  • High yield OAS2.70%
  • Investment grade OAS0.78%
  • Bank lending standardsneutral
  • 30-year mortgage6.95%
Is financial stress building? This is where over-tightening shows up first.
MarketsRisk-on
  • S&P 5007,638
  • Nasdaq 10029,644
  • VIX15.4
  • Broad dollar index118.2
How are markets interpreting all of the above, and what have they already priced?
Commodities & hard assetsEnergy shock
  • WTI crude$107.02
  • WTI, year over year+68%
  • Gold$4,425
  • Silver$67.15
Is inflation coming from supply? And is capital leaving government paper for hard assets?
How to use thisMethod
  • Read across, not down—
  • Note contradictions—
  • Ask what changed—
The signal is rarely in one cell. It is in the tension between them, here, a tightening Fed alongside a relaxed credit market.

Sources: BLS, BEA, Federal Reserve, US Treasury, ICE BofA and EIA via FRED; equity, gold, silver and crypto prices from Yahoo Finance. Latest available observation for each series as of 20 September 2026; reporting dates differ by series.

Why this matters for investors

A dashboard's value is that it forces you to look at things that disagree with your current view. Right now the contradiction is plain. The Fed is tightening into an economy the credit market considers entirely healthy. One of those two is wrong, and knowing which one is the central question for the next several quarters.

Section 23

Never read one number alone

Macro data has no meaning in isolation. Only in combination.

A single economic release is almost always ambiguous. The same number can be good news or bad news depending entirely on what sits beside it. This is the most common way confident analysis goes wrong.

Example one · inflation falls

Encouraging? It depends completely on the cause.

If supply improved
Genuinely good
Supply chains healed, energy production rose, productivity improved. Prices moderate while output holds up. This is disinflation without cost, the outcome central banks hope for and rarely engineer.
If demand collapsed
A warning
Prices moderate because people stopped buying. The same falling CPI now signals a contraction in progress. Inflation always falls in a recession. That is not a reason to welcome one.

To tell them apart, look at what accompanies the inflation print, meaning retail sales, employment and industrial output. Falling inflation alongside a firm labour market is the benign case. Falling inflation alongside rising jobless claims is not.

Example two · unemployment rises

A rising unemployment rate helps bring inflation down through less wage pressure, less spending and less pricing power. A central bank fighting inflation may quietly regard it as progress.

But the rate of change matters more than the level. Unemployment drifting from 4.1% to 4.3% over a year is a labour market coming into balance. Moving from 4.1% to 5.0% in six months is something else entirely, because job losses feed on themselves. Unemployed people spend less, which reduces revenue, which causes more layoffs. Labour markets rarely deteriorate gently once they begin.

Figure 28 · How labour markets actually turn

Unemployment drifts down slowly and rises abruptly

US unemployment rate US recessions (NBER)
What to take from this. The asymmetry is the lesson. Declines take years; the rises are near-vertical. There is essentially no historical example of the unemployment rate rising a little and then stabilising. Once it turns, it tends to keep going. That is why a small increase gets far more attention from economists than its size seems to warrant. At 4.1%, down from 4.5% in November 2025, the US labour market has not turned. Source: BLS via FRED (UNRATE). Monthly, Jan 1970 – Aug 2026. Recession shading from NBER. Retrieved 20 Sep 2026.

Example three · the current US data, read properly

The live illustration is in this guide's own numbers. Core CPI is 2.45%, which looks like victory. Core PCE is 3.34%, which does not. Headline CPI is 3.35%, but oil is up 68%, so much of that is supply. Meanwhile breakevens sit at 2.33%, saying the market expects all of it to resolve.

No single one of those numbers describes the situation. Read together, they say something fairly precise. There is a real energy shock passing through headline inflation, underlying inflation is somewhat above target on the measure the Fed actually uses, and expectations remain anchored. That combination justifies caution without justifying alarm, which is a reasonable description of what the Fed did.

Why this matters for investors

Macro analysis is the study of relationships between variables, not the reading of individual numbers. When a release surprises, the immediate question is not “is this good or bad?” but “what else would have to be true, and is it?” Checking two or three related series before forming a view eliminates most bad macro calls.

What
Individual releases are ambiguous by nature.
Why
The same number has opposite meanings depending on its cause.
Transmission
Markets eventually price the cause, not the headline.
Watch next
Always pair the release with its natural companion, inflation with demand and unemployment with claims.
Section 24

First-order versus second-order effects

The obvious consequence is usually priced. The next one often is not.

Every macro event sets off a chain. The first link is obvious and gets priced within minutes. The links further down take longer to appear and are where most of the analytical value sits.

Figure 29 · Following the chain

Three events, traced past the obvious consequence

Event · the Fed raises rates
First
Borrowing costs riseMortgages, business loans and credit lines reprice. Immediate and universally expected.
Second
Housing demand weakensAt a 6.95% mortgage rate, fewer buyers qualify and fewer choose to move.
Third
Construction activity slowsBuilders respond to weaker sales by breaking ground on fewer projects.
Fourth
Demand falls for lumber, copper, appliances and construction labourAn entire supply chain contracts, several steps removed from the rate decision, and months later.
Fifth
Regional economies dependent on construction employment weakenWhich feeds back into consumer spending and, eventually, into the inflation rate the Fed was targeting.
Event · oil rises 68% in a year
First
Headline inflation risesEnergy enters the CPI directly. Visible in the next print.
Second
Household real income fallsFuel is close to non-discretionary, so the money comes out of other spending.
Third
Discretionary consumption weakensAn energy shock acts like a tax, simultaneously inflationary and contractionary.
Fourth
The Fed faces a worse trade-offInflation is up and growth is down at the same time. Every available policy makes one of them worse.
Fifth
Transport and freight costs feed into core goodsThe point where a supply shock stops being temporary and starts becoming general inflation. This is the one to watch.
Event · long-term yields stay high for an extended period
First
Existing bond prices fallMechanical, immediate, covered in Section 7.
Second
Government interest expense climbsMaturing debt is refinanced at the new, higher rate. This compounds silently.
Third
Deficits widen, requiring more issuanceMore bonds must be sold into a market already demanding a higher yield.
Fourth
Investors demand still more term premiumA self-reinforcing loop, where higher yields produce more issuance, which produces higher yields.
Fifth
Capital rotates toward assets no government can issueThe gold and silver bid described in Section 19, five steps removed from the original yield move, and not obviously a rates story at all.
What to take from this. Notice that the interesting conclusion in each chain is four or five steps down. The first-order effect was in the price before you finished reading the headline. The fourth-order effect, a construction slowdown, an energy shock becoming general, a bid for hard assets, takes months to show up and is where analysis earns something.
Why this matters for investors

Markets price first-order effects almost instantly, which means there is rarely an edge in trading them. Ask “and then what?” three or four times. The chains also explain apparently unrelated moves. A gold rally as a consequence of Treasury issuance is not obvious unless you have followed the links.

What
Every macro event triggers a chain of consequences over different time horizons.
Why
Economic actors respond sequentially, each reacting to the previous adjustment.
Transmission
First-order effects are immediate and priced; later ones take months.
Watch next
Practise on any headline by asking “and then what?” until you reach something not yet in the price.
Section 25

The market expectations framework

Five questions, in order, for any Fed meeting or major release.

This is the procedure. It works for an FOMC decision, a CPI print, a payrolls report or anything else that moves markets, and it does not expire.

01
What actually happened?
The fact, stripped of interpretation. “The Fed raised the target range by 25bp to 3.75–4.00%, on a 12–0 vote.” Not yet good or bad, just what occurred.
02
What did the market expect?
Establish the baseline before the event, from fed funds futures, the 2-year yield, or consensus forecasts. Without this the next question is unanswerable, and most commentary skips it entirely.
03
What changed relative to expectations?
The surprise is what markets trade. A hike that was fully priced is not news. A hike that was priced but accompanied by projections showing another one this year is news, because the decision matched and the path did not.
04
How does this change the expected path of policy?
The whole path matters, not just the current rate. The 2-year yield is the fastest read. If it jumps, the market has repriced the next two years of policy in the last few minutes.
05
How are bonds, equities, credit and the dollar responding?
Check whether they agree. When all four move consistently, the interpretation is probably right. When they diverge, say equities rallying while credit spreads widen, something more interesting is happening and the equity read is usually the one to doubt.

Why the surprise matters more than the number

A CPI print of 3.2% is bullish if the market expected 3.5% and bearish if it expected 2.9%. The absolute figure is nearly irrelevant to the immediate market reaction. What moves prices is the gap.

Actual result
−
What was expected
=
What markets trade

This is why markets sometimes rally on objectively poor data. The data was poor, but less poor than feared, and the fear was already in the price.

Common mistake
“Inflation came in at 3.4%, which is high, so stocks should fall.”

High relative to the 2% target, yes. But if the consensus forecast was 3.7%, the print is a meaningful downside surprise and markets may rally hard. Always locate the expectation before judging the outcome. The level tells you about the economy; the surprise tells you about the price.

Why this matters for investors

Running these five questions in order takes a couple of minutes and prevents the most expensive error in macro investing, which is reacting to information that is already fully reflected in prices. The habit matters more than any individual answer.

Part VI · Applying it now

The United States, September 2026

Everything above was the framework. This part runs it on the current environment, not to reach a verdict, but to demonstrate the method on a live case you can check against reality.

Section 26

The current US macro environment

What the Fed is attempting, what supports it, and what could go wrong.

On 16 September 2026 the FOMC raised its target range by 25 basis points to 3.75–4.00% on a unanimous 12–0 vote, the first increase in more than three years. The statement said inflation “remains elevated” and that the move would “support a timelier return to the Committee's 2 percent goal.” The accompanying projections indicated most officials expect the rate to end 2026 between 4.1% and 4.4%, implying at least one further hike.

What happened to get here

The Fed cut through late 2025, taking the effective rate from 4.08% in September to 3.63% by December, then held for nine months. Over that hold, inflation re-accelerated. Headline CPI rose from 2.39% in January to a peak of 4.17% in May, and core PCE, the Fed's actual target, climbed from 2.75% in October 2025 to 3.34% by July 2026. The September hike is a response to that re-acceleration.

The case that tightening is currently justified

  • Inflation is above target on the measure that counts. Core PCE at 3.34% is not close to 2%, and it has been rising, not falling, for most of a year. Core CPI at 2.45% looks better, but the Fed does not target it.
  • The economy can absorb it. Unemployment is 4.1% and falling, claims are near 196,000, retail sales are up 6% year over year. This is the box-one case from Section 13, tightening into strength rather than into weakness.
  • Financial conditions are not restrictive. High yield spreads at 2.70%, investment grade at 0.78%, banks neutral on lending standards, equities near record highs. Policy is tight; conditions are not. That gap is an argument for more tightening, as covered in Section 15.
  • Expectations are still anchored, which is the moment to act. The 10-year breakeven is 2.33%, slightly below where it stood a year ago. Defending an anchor that is holding is far cheaper than restoring one that has slipped. This is Section 6B in practice.
  • It preserves room for the next downturn. As Section 6E put it, a policy rate near 4% is four percentage points of conventional ammunition. A rate near zero is none.

The case for caution, where this could go wrong

  • Much of the inflation is supply-driven, and rates cannot fix supply. Oil at $107, up 68% year over year, explains a large share of the gap between headline and core. Suppressing demand to offset an energy shock destroys activity that was never the problem. This is Section 5's central difficulty.
  • The labour market is firmer at the surface than underneath. Unemployment at 4.1% looks robust, but payroll growth has averaged roughly 71,000 a month over the last three months, well below the pace of early 2026, and monthly prints have swung between −156k and +214k this year. Hiring is decelerating even as the unemployment rate falls.
  • Growth is already slowing. Real GDP grew 1.5% annualised in Q2, down from 2.1% in Q1. The Fed is tightening into a decelerating economy, and Section 4's lags mean the full effect of this hike arrives in late 2027.
  • The long end is already doing work. The 30-year at 5.29% and the 10-year real yield at 2.61% are genuinely restrictive levels, and the 30-year mortgage at 6.95% is pressing directly on housing. Rate increases at the front end compound restriction that already exists further out.
  • The market may be pricing more than the economy can take. The 2-year at 4.67% implies roughly 79bp of additional tightening. If the Fed delivers that and growth is weaker than it appears, the over-tightening risk from Section 1 becomes real.

The honest summary

This is a genuinely balanced situation, and anyone presenting it as obvious in either direction is skipping evidence. The Fed is tightening into an economy that is still growing, with employment intact, expectations anchored and no credit stress, conditions that make tightening defensible and survivable. At the same time it is doing so against inflation that is substantially energy-driven, with growth already slowing, hiring decelerating and long-end rates already restrictive.

The tension identified in Section 22's dashboard is the thing to hold onto. The Fed is behaving as though this economy needs restraining, and the credit market is behaving as though nothing is wrong at all. Those two positions cannot both be right indefinitely. Which one resolves, and how, is the question that matters over the next several quarters.

Why this matters for investors

Note what this analysis does not contain. There is no forecast, only a description of the forces in play, the evidence on each side, and the specific observable things that would tip the balance. That is what the framework is for. The point is not to predict the Fed. It is to know, in advance, which numbers would change your mind.

What
First hike in three years, to 3.75–4.00%, with more signalled.
Why
Core PCE re-accelerated to 3.34% during a nine-month hold, with conditions loose.
Transmission
Front-end tightening onto an already restrictive long end; full effect arrives late 2027.
Watch next
Core PCE, the 3-month payroll average, and high yield spreads through 4%.
Section 27

What would change the outlook

Four branches, and the specific evidence that would confirm each.

Rather than forecasting, define the branches in advance and attach observable triggers to each. Then let the data tell you which one you are on. This is the same two-variable logic as Section 21, applied forward.

Figure 30 · The decision tree

From here, the path depends on two variables, inflation and growth

Today 3.75–4.00% inflation falls inflation persists Core PCE toward 2% Core PCE stays above 3% growth holds growth breaks growth holds growth breaks 1 · Gradual easing Room to cut by choice, not necessity. The soft-landing branch. 3 · Pivot to supporting growth Inflation resolved, demand weakening. Cuts arrive, but as a response. 2 · Higher for longer Restriction persists because it can be sustained. The current base case. 4 · Stagflationary trap No setting fixes both objectives. The branch with no good outcome.
What to take from this. The tree branches on inflation first because that is what currently constrains the Fed, then on growth. Note that scenarios 1 and 3 both involve rate cuts and are completely different environments. This is Section 12's distinction, arriving as a live question rather than a historical one.
Scenario 1 · constructive
Inflation falls, growth holds, employment stable
Core PCE → 2.5%
Payrolls > 100k/month
Claims < 250k
Oil retreating

The Fed gains room to reduce rates gradually, by choice rather than necessity. Discount rates fall while earnings hold. Historically the most supportive combination for risk assets, and the one markets tend to price prematurely.

Scenario 2 · current base case
Inflation persists, growth holds
Core PCE stays > 3%
Unemployment near 4%
Spreads stay tight
Oil elevated

Rates stay restrictive, possibly rising further toward the dot plot's 4.1–4.4%. Sustainable as long as growth and credit hold, but the pressure accumulates with each quarter. Long-duration assets stay under valuation pressure; the hard-asset bid from Section 19 likely persists.

Scenario 3 · the ambiguous one
Inflation falls, growth deteriorates rapidly
Core PCE → 2%
Payrolls turn negative
Claims > 300k
Spreads widening

The Fed shifts to supporting activity and cuts, possibly quickly. Section 12's warning applies directly, since these are cuts as a response to damage. Falling discount rates will not offset falling earnings, and the market usually works that out after the first cut, not before.

Scenario 4 · the difficult one
Inflation persists, growth deteriorates
Core PCE > 3%
Unemployment rising
Oil still climbing
Breakevens rising

Stagflation. The Fed's mandates conflict and no rate setting satisfies both. Historically the hardest environment for both equities and bonds simultaneously, because the usual diversification between them stops working. The clearest early warning would be breakevens rising above 2.6% while payrolls turn negative.

Why this matters for investors

Defining branches in advance, with explicit triggers, converts forecasting into observation. You are no longer predicting which scenario occurs; you are watching for the evidence that identifies it. It also makes changing your mind cheap, because you decided beforehand what would justify it.

Section 28

The standing checklist

Eleven questions to run whenever rates move. Undated by design.

Whenever interest rates make a significant move, in either direction, for any reason, work through these in order. The current readings are shown so you can see the method applied, but the questions are the durable part.

01
What is inflation doing?
Headline and core, and which measure the central bank actually targets. Direction matters more than level. Right now, headline 3.35%, core CPI 2.45%, core PCE 3.34%.
02
What is growth doing?
GDP, retail sales, industrial output. Accelerating or decelerating? Right now, +1.5% annualised in Q2, +2.1% year over year. Slowing.
03
What is the labour market doing?
Payrolls, unemployment, claims. Watch the three-month trend, not one print. Right now, 4.1% unemployment, 196k claims, but 3-month payrolls averaging only 71k.
04
What is the central bank saying?
The statement's exact wording, the projections, the dissents. Language changes usually precede policy changes. Right now, “inflation remains elevated”; dots imply 4.1–4.4% by year-end.
05
What is the 2-year Treasury pricing?
Compare it with the current policy rate. The gap is the market's expected path. Right now, 4.67% against 3.88%, about 79bp of further tightening priced.
06
What is the 10-year Treasury pricing?
Growth and inflation expectations plus term premium. Split it into real yield and breakeven. Right now, 4.94% = 2.61% real + 2.33% breakeven.
07
Is the curve steepening or flattening, and at which end?
The direction alone is ambiguous; which end moves tells you the reason. Right now, 2s10s +27bp, bear flattening from +41bp.
08
Are credit spreads widening or tightening?
The earliest reliable read on whether tightening is causing real damage. Right now, high yield 2.70%, investment grade 0.78%. No stress.
09
Are overall financial conditions easing or tightening?
Policy rate, yields, spreads, equities, the dollar and lending standards together. Right now, policy restrictive, conditions comparatively easy. A live contradiction.
10
What has the market already priced?
Futures and the 2-year. Without this you cannot judge whether an outcome is a surprise. Right now, further hikes priced, consistent with the Fed's own projections.
11
And the question that governs all the others. Why are rates moving?
Strength or weakness? Demand or supply? Choice or necessity? Everything above is evidence for this one. Right now, a response to re-accelerating inflation, much of it energy-driven, in an economy still growing.
Why this matters for investors

The order is deliberate. The economy comes first, the market's expectations second, and the judgement last, because a view formed before checking what is priced is a view about the world, not about the investment. Question eleven is the one that makes the other ten worth answering.

Section 29

The final mental model

What to keep after everything else fades.

If the guide has worked, one reflex has changed. You no longer hear “the Fed raised rates” as a verdict. You hear it as the visible output of a system, and you know which questions unlock the rest.

Figure 31 · The whole machine

One chain, from the real economy to the price of everything

Inflation Growth Employment Fed policy Interest rate expectations The bond market Financial conditions Earnings, valuations, and the price of everything determines the response which markets price instantly which sets the discount rate which reaches the real economy and feeds back into the economy
What to take from this. The chain runs in one direction and then loops back. Markets do not merely receive the effects of policy. By easing or tightening financial conditions, they change the economy the Fed is responding to. That feedback is why the system never settles, and why no single reading of it stays correct for long.

Interest rates are not bullish or bearish in isolation.
The reason they are moving is the entire story.

To read any rate environment, you need five things, and none of them is the direction of the rate.

Why rates are moving
Strength or weakness? Demand or supply? A choice or a necessity?
What inflation is doing
Which measure, which direction, and driven by which side of the economy.
What growth and jobs are doing
Whether the economy can absorb what policy is asking of it.
What the bond market expects
The 2-year against the policy rate, and the shape of the curve.

And the fifth, which governs every trade you might make on the other four, is what is already in the price.

The transformation this guide was built for is small and specific. It is the move from “The Fed raised rates. Is that bad?” to “Why did they raise, what is the bond market pricing, what is inflation actually doing, what does that imply for financial conditions, and how much of it was already discounted?”

The first question has an answer that expires with the next meeting. The second one keeps working.

Sources and method

All economic data is drawn from FRED, maintained by the Federal Reserve Bank of St. Louis, and sourced originally from the Bureau of Labor Statistics (CPIAUCSL, CPILFESL, UNRATE, PAYEMS), the Bureau of Economic Analysis (GDPC1, PCEPILFE), the Board of Governors of the Federal Reserve System (FEDFUNDS, DFF, DTWEXBGS, DRTSCILM), the US Treasury (DGS3MO, DGS1, DGS2, DGS5, DGS10, DGS20, DGS30, DFII10, T10YIE), ICE BofA (BAMLH0A0HYM2, BAMLC0A0CM), the Energy Information Administration (DCOILWTICO) and Freddie Mac (MORTGAGE30US). Gold, silver, bitcoin and equity index levels are from Yahoo Finance. Recession shading follows NBER business cycle dates. All series retrieved 20 September 2026; each chart states its own period and the latest observation available differs by series, since releases are published on different schedules.

The September 2026 FOMC decision, vote and projections are as reported by the Federal Reserve and contemporaneous coverage. Timings in Figure 4 and the transmission table in Figure 3 are indicative ranges drawn from the general monetary economics literature, not measured values for this cycle.

A note on what this is

This is educational material about how the monetary system works. It contains no investment advice and no recommendation to buy or sell anything. Where the current environment is discussed, the intent is to demonstrate the framework on a live case, not to forecast. Historical relationships described here have exceptions, and every one of them has failed at some point.