By Laura Stevens 

FedEx Corp. said it is boosting its capital spending by 7% to $4.6 billion, with the entire increase going toward its ground segment as it tries to keep up with the boom in online shopping.

The higher level of investment came as FedEx reported weaker than expected quarterly earnings and full-year guidance Wednesday, disappointing investors and sending stocks lower.

FedEx, founded as an air express company, is relatively new to ground delivery compared with century-old rival United Parcel Service Inc. FedEx only added its home delivery service in 2000 and has been rapidly expanding its ground network to accommodate the big increase in e-commerce packages.

Spending on the delivery giant's ground network expansion is expected to peak this year at $1.6 billion and fall about 30% in subsequent years, executives told analysts during a call Wednesday. Most of FedEx's ground hubs are high tech, automatically sorting packages and sending them to the correct truck for loading.

"Those investments are going to give us returns right away," said CFO Alan Graf.

Revenue in the ground segment jumped 19% to $3.57 billion, as average daily volume increased 5%.

The delivery company is also looking to take back some business from the U.S. Postal Service. FedEx currently uses the agency to deliver packages for its no-frills SmartPost offering, which is used extensively by e-commerce shippers. For that service, FedEx sorts the packages according to ZIP code, then delivers them to local post offices so that letter carriers can bring them to the door.

In a major reorganization, FedEx is integrating its separate SmartPost subsidiary into its ground network. By doing so, the company will be able to have its own drivers deliver packages when they're already headed to a home -- something that will save them the average of about $1.70 the USPS charges for the service.

The move follows rival United Parcel Service Inc., which has already been using technology to reroute its similar SurePost package offering away from the USPS when it makes financial sense.

Integrating SmartPost should reduce operating expenses "significantly," said Henry Maier, Chief Executive of FedEx Ground. "We've discovered over the last couple of years that when we can maximize the use of facilities...not only do we drive costs out of the equation, but we improve the service."

FedEx executives added that the company looks on track to complete its $4.8 billion acquisition of Dutch parcel firm TNT Express NV, and that it doesn't expect to face competition issues from European regulators. In 2013, European regulators blocked a similar acquisition attempt by UPS of TNT.

For the fourth quarter ended May 31, FedEx posted a loss of $895 million, or $3.16 a share, compared with a profit of $780 million, or $2.62 a share, in the year-earlier period. The quarter was dragged down by special charges, including a $2.2 billion pretax charge in the quarter as it changes its pension accounting method.

The company said it expected earnings for the quarter ending Aug. 31 to come in lower than current analyst consensus due to higher annual incentive compensation. Its full year adjusted earnings guidance of $10.60 to $11.10 per share take that into account.

Shares were down more than 3% in morning trading at $176.39.

FedEx added it raised the mandatory retirement age for its board to 75 from 72, effective immediately. FedEx's Chief Executive and founder, Fred Smith, turns 71 in August. James Barksdale, another board member, turned 72 this year.

"This change is consistent with the market trend of increasing the mandatory retirement age for board members," said David P. Steiner, the company's lead independent director.

Write to Laura Stevens at laura.stevens@wsj.com

Chelsey Dulaney contributed to this article

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