Kerwin's Trading Floor8:30 am U.S. data
How the jobs report (NFP) and CPI affect gold.
Several U.S. reports come out at 8:30 am ET, including the jobs report (NFP) and the Consumer Price Index (CPI). In intraday studies of gold futures covering 2002 to 2016, U.S. data that came in stronger than economists expected was, on average, followed by lower gold futures prices in the minutes after the release, and price swings jumped. It didn't happen every time, the studies didn't cover spot XAUUSD, and moves that fast can mean losses just as fast. Here is what the research found, report by report, and how the numbers are released.
Updated November 8, 2026
Illustration, not real price data or trading results.
The research
What studies of gold futures found.
Four studies, by university researchers and International Monetary Fund (IMF) staff, looked at gold futures prices around scheduled U.S. reports. Each one measured the surprise: the gap between the number released and what economists had forecast.
- Elder, Miao and Ramchander (2012), Journal of Banking & Finance. Gold futures in five-minute steps, 2002 to 2008, across 19 kinds of U.S. reports. Gold reacted quickly after a release and the effect faded within about an hour. Stronger-than-expected U.S. data tended to come with lower gold futures prices, and nonfarm payrolls and durable goods orders had the largest effects. Taken as a group, though, the announcements had no significant effect on gold returns; the effects came from individual reports.
- Smales, O'Grady and Yang (2015), Applied Economics Letters. COMEX gold futures in 30-second steps around 8:30 am, November 2006 to December 2012, covering the Consumer Price Index, gross domestic product (GDP), personal income, the Producer Price Index and the unemployment rate. Stronger-than-expected U.S. data was followed by falling gold futures on average. Price swings settled within about two and a half minutes, and trading volume and bid-ask spreads (the gap between buying and selling prices) returned to normal within about three minutes.
- Roache and Rossi (2009), IMF Working Paper. Daily gold futures prices, 1997 to 2009. Unlike most other commodities, gold tended to fall on stronger-than-expected U.S. economic news. The jobs report's effect was weak and disappeared once the paper accounted for the dollar's move. The paper reflects its authors' views, not the IMF's.
- Cai, Ahmed, Jiang and Liu (2020), Quantitative Finance. Gold futures traded in Shanghai during their night session, in five-minute steps, 2013 to 2016. They also tended to fall when U.S. data showed an unexpectedly stronger economy.
Read these with care. These studies used exchange-traded gold futures from 1997 to 2016. Spot XAUUSD (the price of gold in U.S. dollars that brokers quote) and CFDs (contracts for difference) are priced by brokers and dealers, not by an exchange, and can differ from futures. None of the studies says the pattern holds every time. Gold is volatile, and leverage (trading with borrowed money) can magnify losses. Only risk money you can afford to lose.
Surprise, not headline
Why the surprise matters more than the number.
Every study on this page measures news the same way: the number released minus the forecast economists gave beforehand.
For example, a jobs report showing a net gain of 150,000 jobs is a different piece of news if forecasts were 100,000 than if they were 200,000. That's why the research looks at surprises, not headlines, and why the same report can line up with a rise in gold one month and a fall the next.
The jobs report
The jobs report (NFP) and gold.
The Employment Situation report from the Bureau of Labor Statistics comes out monthly at 8:30 am ET. It includes nonfarm payrolls, often shortened to NFP, the net change in the number of U.S. jobs, and the unemployment rate.
In the 2012 study, using 2002 to 2008 data, nonfarm payrolls explained more of gold futures' moves than any other report, with durable goods orders also among the largest effects. The 2009 IMF paper found a weaker link: the effect was small and disappeared once the paper accounted for the dollar's move. For this month's release date, see the calendar on the New York session page.
The Consumer Price Index
How does CPI affect gold?
In the research on this page, not clearly. The Consumer Price Index, also from the Bureau of Labor Statistics at 8:30 am ET each month, measures changes in the prices consumers pay.
The evidence on CPI and gold is mixed. The 2009 IMF paper, using daily prices, found no significant effect of CPI surprises on gold. The 2015 study of 30-second data combined CPI with four other reports and found gold reacted to the combined surprise, so that study can't say how much of the move came from CPI alone.
Also at 8:30 am
The other 8:30 am reports.
The agencies below publish these reports at 8:30 am ET on their release days. Other reports come out at 8:30 am too; this isn't a full list.
| Report | Published by | How often | What it measures |
|---|---|---|---|
| Producer Price Index | Bureau of Labor Statistics | Monthly | Prices U.S. producers receive |
| Unemployment Insurance Weekly Claims | U.S. Department of Labor | Weekly, Thursdays | New claims for unemployment benefits |
| Gross Domestic Product | Bureau of Economic Analysis | Quarterly, in three estimates | Total output of the U.S. economy |
| Personal Income and Outlays | Bureau of Economic Analysis | Monthly | Income and spending, including the personal consumption expenditures (PCE) price index |
| Advance Monthly Sales for Retail and Food Services | Census Bureau | Monthly | An early estimate of store and restaurant sales |
Agencies sometimes reschedule. Check the agency's own calendar that morning.
Release rules
How the numbers are released at 8:30 am.
Under the federal government's Statistical Policy Directive No. 3, agencies release their main economic indicators at fixed times of day, and any early access under embargo (shared in advance on condition it isn't published) can't begin more than 30 minutes before the official release.
In 2020 the U.S. Department of Labor ended media lockups, where reporters saw its numbers early, so its releases now reach everyone at the same time. The Bureau of Labor Statistics says its releases appear on its homepage within seconds of the official time.
The futures market
What the futures exchange can do in those minutes.
COMEX gold futures trade from Sunday 6:00 pm to Friday 5:00 pm ET, with a daily break from 5:00 to 6:00 pm, so 8:30 am falls well inside the trading session.
On very sudden moves, CME's Velocity Logic can briefly pause trading, and its dynamic circuit breakers can halt it. CME publishes the current settings on its price limits and circuit breakers page. For the whole trading week in New York time, see gold trading hours in New York time.
Questions
Questions about 8:30 am data and gold
Does a strong jobs report make gold go down?
Not reliably. In a study of gold futures from 2002 to 2008, jobs data that came in stronger than forecast was, on average, followed by lower gold prices in the minutes after the release, but not every time, and the size of the move varied. That study didn't cover spot XAUUSD or recent years.
What does NFP mean for gold?
NFP stands for nonfarm payrolls, the count of U.S. jobs added or lost in the Bureau of Labor Statistics jobs report, released at 8:30 am ET. In a 2002 to 2008 study, it was among the reports with the largest effect on gold futures, but its effect varied, and it doesn't predict any single release.
Does gold go up when inflation is high?
The studies on this page don't answer that. They looked at CPI surprises on release day, and the 2009 IMF paper found no significant reaction in gold to them. The longer-run link between inflation and gold is a separate question.
Why can gold move sharply at 8:30 am?
Several U.S. reports are released at exactly that time, and in studies of gold futures, price swings and trading volume jumped at the release, then settled within a few minutes. How much the price moves is different every time.
Is the reaction the same every month?
No. How much any one release moves the price is different every time, and nobody can promise a move in either direction.
Trading around scheduled reports carries extra risk: prices can move fast, and losses can be larger than expected. Nothing on this page is a trading signal or financial advice.
Sources
Where this comes from.
- Elder, J., Miao, H. and Ramchander, S. (2012), "Impact of macroeconomic news on metal futures," Journal of Banking & Finance 36(1): doi:10.1016/j.jbankfin.2011.06.007.
- Smales, L. A., O'Grady, B. and Yang, Y. (2015), "Examining the impact of macroeconomic announcements on gold futures in a VAR-GARCH framework," Applied Economics Letters 22(9): Curtin University repository.
- Roache, S. K. and Rossi, M. (2009), "The Effects of Economic News on Commodity Prices: Is Gold Just Another Commodity?", IMF Working Paper WP/09/140.
- Cai, H., Ahmed, S., Jiang, Y. and Liu, X. (2020), "The impact of US macroeconomic news announcements on Chinese commodity futures," Quantitative Finance 20(12): doi:10.1080/14697688.2020.1814006.
- OMB Statistical Policy Directive No. 3: fixed release times and the 30-minute limit on embargoed early access.
- BLS, dissemination policy and the BLS schedules for the jobs report, CPI and PPI.
- U.S. Department of Labor, discontinuing media lockups (2020) and the weekly claims release.
- BEA release schedule: GDP and Personal Income and Outlays.
- Census Bureau, retail sales release schedule.
- CME Group, Gold Futures and Options fact card and Understanding price limits and circuit breakers.
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