How to Read Financial News: The Numbers That Matter, What Headlines Mean, and What to Ignore

Core facts

Five numbers explain most financial headlines: the S&P 500, the 10-year Treasury yield, the Fed funds rate, the CPI inflation rate, and the unemployment rate.
A daily market move under 1% is noise. The S&P 500 moves more than 1% on roughly one day in four and more than 2% about once a month in a normal year.
"Record high" is normal. The S&P 500 has set a new all-time high in most years since 1950. It is not a signal to sell.
A correction is a 10% drop; a bear market is 20%. Corrections happen about once a year; bear markets about every four to six.
Forecasts of where the market will be in a year are wrong more often than a coin flip. Nobody reliably predicts short-term moves; the news is full of people who claim to.
By the time you read it, the news is already in the price. Markets react in seconds; you cannot trade on a headline.
For a long-term index investor, the correct response to almost every headline is the same: nothing.

The five numbers that matter

Number	What it is	Why it moves markets	Source
S&P 500	Index of about 500 large U.S. companies	It is "the market." Everything else is compared to it.	Any quote site
10-year Treasury yield	Interest rate on a 10-year U.S. government bond	Benchmark for mortgages, corporate loans, and stock valuations. Rising means money is dearer.	treasury.gov, any quote site
Fed funds rate	The short-term rate the Federal Reserve sets	Changes flow into every other rate. Set at eight meetings a year.	federalreserve.gov
CPI inflation	Yearly change in consumer prices	The Fed targets 2%. Higher pushes rates up; lower lets them fall.	bls.gov, monthly
Unemployment rate	Share of the labour force without work	Rising signals recession; very low can signal inflation ahead.	bls.gov, first Friday monthly

Knowing roughly where these five stand lets you understand most headlines without reading them.

What headline words mean

Word	Meaning	Matters to you?
Rally, surge, soar	Went up. "Soar" is usually 2% to 3%.	No
Plunge, tumble, crash	Went down. "Crash" in a headline is often 3%; a real crash is 20%+.	No, unless a rebalance is due
Correction	Down 10% from a recent high	No. Happens most years.
Bear market	Down 20% from a recent high	Only as a reminder to keep contributing
Volatility	Size of daily swings, up or down. The VIX index measures expected volatility.	No
Earnings beat / miss	A company's quarterly profit came in above / below what analysts guessed	Only if you own that one stock
Guidance	What a company says about its next quarter. Often moves the stock more than the results.	Same
Hawkish / dovish	Fed leaning toward higher / lower rates	Background only
Recession	Officially, a broad economic decline lasting months, declared after the fact. Informally, two quarters of falling GDP.	Markets usually bottom before the recession is declared
Analysts expect / a survey shows	Someone guessed	No

Why most news does not matter to you

Speed. Prices adjust within seconds of a release. A headline you read at lunch was traded at 8:30 a.m.
Horizon. Your plan runs for decades. A 2% day, a bad quarter, even a bad year is inside the range you already accepted when you chose your allocation.
Incentives. Financial media earns from attention. Fear and excitement get clicks; "nothing changed, keep contributing" does not.
Track record. Strategists' year-end S&P 500 targets miss by an average of about 15%. The direction is wrong roughly a third of the time.

The events that actually changed long-term outcomes for investors were not predicted by the news: 2008 was called a "contained" problem in 2007; the 2020 crash reversed in five months while headlines were at their worst.

How to read a company's earnings

Only relevant if you hold individual stocks. Four numbers, all in the press release or the 10-Q filing at sec.gov:

Revenue (sales) and its growth vs. the same quarter last year.
Net income (profit) and earnings per share (profit ÷ shares).
Free cash flow: cash generated after investment. Harder to manipulate than profit.
Guidance: management's forecast for the next period.

The stock moves on the gap between these and what analysts expected, not on whether they are good. A company can grow 20% and fall 10% because 25% was expected.

Two valuation numbers to know: the P/E ratio (price ÷ earnings per share; the S&P 500's long-run average is about 16 to 17) and dividend yield. High P/E means investors expect fast growth or the stock is expensive; low means slow growth or cheap. It never tells you which.

Sources worth using

Need	Source
Inflation, jobs, GDP	bls.gov, bea.gov: the primary data, released on a schedule
Interest rates, Fed decisions	federalreserve.gov: statements and meeting dates
Company filings	sec.gov EDGAR: 10-K (annual), 10-Q (quarterly), 8-K (events)
Fund facts	The fund company's page: expense ratio, holdings, returns
Broker and advisor checks	brokercheck.finra.org, adviserinfo.sec.gov
General market news	One reputable outlet, read weekly, not hourly

What to ignore

Price targets and year-end forecasts.
Anyone who was "right about the last crash." Someone always was; it does not repeat.
Social media accounts posting gains. Losses are not posted.
"Stocks to buy now" lists. If the information were valuable it would be priced in before publication.
Daily market recaps. The explanation for why the market moved is written after the move and would have been written the other way if it had gone the other way.
Anything that makes you want to act today. Your plan already decided what you do. Chapter 9.

Common questions

How often should I check the market?

For a long-term index investor, monthly is plenty, and quarterly is fine. Daily checking increases the urge to act, and acting on news is where returns are lost.

What does it mean when the market hits a record high?

Only that it is higher than it has ever been, which is the normal state of a market that rises over time. It has happened in most years since 1950 and says nothing about what comes next.

Should I sell when the news predicts a recession?

No. Recessions are declared after they start, markets usually bottom before the declaration, and the recovery begins while the headlines are still bad. Selling on recession news has historically meant selling low.

Where do the inflation and jobs numbers come from?

The U.S. Bureau of Labor Statistics publishes CPI and the jobs report monthly on a fixed schedule at bls.gov. News articles are summaries of those releases.

What is the VIX?

An index of how much volatility options traders expect in the S&P 500 over the next 30 days. Above 30 means fear; below 15 means calm. It is a mood gauge, not a forecast.