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Day 18 of 30 · 14 min

Market news, earnings announcements and economic data

By the end of this lesson you can
  • Understand why ‘better than expected’ matters more than ‘good’
  • Know the main economic releases
  • Avoid overreacting to headlines

Earnings season

Public companies report results every quarter. Prices react less to whether results are good and more to whether they beat or missed expectations, usually the analyst consensus estimate.

A company can report record profit and still fall if investors expected more, or if its guidance for future quarters disappoints.

Economic data

Markets watch inflation reports, employment numbers, GDP growth and central-bank interest-rate decisions. Higher-than-expected inflation can push up interest rates, which tends to weigh on stock valuations, especially for fast-growing companies.

Headlines versus information

Much financial news explains yesterday’s move after the fact. By the time a story is widely reported, prices have usually already adjusted.

Useful questions: Is this new information? Does it change the company’s long-term cash flows? Or is it noise that will be forgotten next week?

How VEXA shows news

VEXA’s News page links to the original articles, tags sentiment with a simple word-based method, and shows the price reaction around each story. Sentiment tags are rough: sarcasm, context and nuance are easy to misread.

Beat, but down

Analysts expect earnings of $1.50 per share. The company reports $1.56, a 4% beat, but lowers its revenue forecast for next year. The stock falls 7% the next day.

Investors price the future. A weaker outlook outweighed a slightly better past quarter.

Try it in VEXA
Real data, so the numbers will differ from the lesson’s examples.

Key terms

Earnings report
A company’s quarterly release of its financial results.
Consensus estimate
The average forecast of analysts covering a company.
Earnings surprise
The difference between reported earnings and the consensus estimate.
Guidance
A company’s own forecast of future results.
Inflation report
Official data on how fast consumer prices are rising, such as the CPI.
Interest rate
The cost of borrowing money, influenced by central-bank policy.
Full glossary →
Knowledge check · 4 questions
1A company reports record profit and the stock falls. What is the most likely reason?
2Higher-than-expected inflation often pressures stock valuations because:
3Which question best separates information from noise?
4What is a limitation of automated news sentiment tags?
Try it

On the News page, open one story about a company you follow. Write whether it changes that company’s long-term outlook, and why.

Key takeaways

  • Prices react to results versus expectations.
  • Guidance about the future often matters more than the past quarter.
  • Economic data moves markets mainly through interest rates.
  • Ask whether news changes long-term cash flows.