By Josh Mitchell 

WASHINGTON--Demand for big-ticket manufactured goods rebounded last month, suggesting the economic recovery remains on track while also hinting at sluggish business spending.

Orders for durable goods--products such as refrigerators and cars designed to last at least three years--rose a seasonally adjusted 2.8% in January from a month earlier, the Commerce Department said Thursday. The rise ended two months of declines and exceeded economists' expectations of a 0.6% gain.

A surge in civilian-aircraft demand, a highly volatile category, drove the increase. Excluding transportation items, orders rose a modest 0.3%.

Meanwhile, a key measure of business investment climbed for the first time in five months, a welcome sign that nonetheless did little to change the broader picture of cautious spending. Some economists linked the weak spending to declining investment in oil drilling after a sharp slide in energy prices.

"After months of weakness, business spending appears to be on somewhat firmer footing," Sterne Agee Chief Economist Lindsey Piegza said in a note to clients. But she added that "lower prices and a slowdown in manufacturing activity after quarters of inventory gains are likely to keep business investment under pressure."

Figures for durable goods are volatile and typically revised, but the broader trend suggests factories are facing a modest pickup in demand from customers. Compared with a year earlier, overall orders increased 1.6% in January.

The measure of business investment--orders for nondefense capital goods excluding aircraft--climbed 0.6% last month from December. That category, a measure of spending on equipment and software, had declined throughout the fall.

Weak business investment contributed to the economy's modest 2.6% annualized growth in the fourth quarter. Nonresidential fixed investment rose at a 1.9% annual rate in October through December, down from the third quarter's 8.9% pace.

Overall durable orders for January may have been affected by aircraft demand, a category that tends to swing wildly from month to month, obscuring broader demand in the economy. Major aircraft maker Boeing Co. reported a sharp decline in orders in January compared with December.

Other reports point to weaker growth for the factory sector this year, as sluggish economic growth globally and a strengthening dollar weigh on U.S. manufacturers. A key purchasing manager's index fell to 53.5 in January from 55.1 in December, suggesting the sector continues to grow but at a slower pace from late last year, according to the Institute for Supply Management.

U.S. industrial production rose modestly in January, with manufacturing output up a slight 0.2%, the Federal Reserve said earlier this month.

Write to Josh Mitchell at joshua.mitchell@wsj.com

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