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Walmart shares suffered their
biggest percentage fall for more than three decades on Tuesday after
reporting disappointing online sales figures for the Christmas period.
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He told analysts the company was making progress in its efforts to compete with Amazon and other competitors.
"We're confident in our strategy to transform the company," Mr McMillon said. "It's really about providing more convenience to customers."
It plans to spend more on Walmart.com and cut back on marketing for its Jet.com site, which aimed at younger and better off shoppers. Walmart paid $3.3bn to buy Jet.com in 2016.
While sales at Walmart's US stores rose by a better than expected 2.6% in the fourth quarter, net profit sank 42% to $2.2bn (£1.6bn).
Asda, Walmart's UK supermarket, reported a 0.5% rise in like-for-like sales - its third consecutive quarter of sales growth.
Mr McMillon said he was encouraged by Asda's continued recovery, but said there was "more work to do".
Bryan Roberts, retail analyst at TCC Global, said the company "played a good game over Christmas", adding: "We've seen a marked improvement in service levels and sharper all-round availability."
Asda lost its place as the UK's second-biggest supermarket to Sainsbury's in late 2015 and the likes of German discounters Aldi and Lidl have also eaten into its market share. Mr Roberts said the latest sales figures hinted at a return to form.
"In its heyday, Asda really appealed to younger families. Its supermarkets were fun places to be," he said.
"It's lost some of that spirit over the years, but its recent seasonal campaigns - such as at Christmas and Halloween - show it still has that capability in the locker. A focus on recapturing a year-round family appeal could catalyse its ongoing recovery."

