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JCPenney could be in danger of following Sears into bankruptcy.

The longtime department store rivals have made similar missteps and could share a similar fate.

Like Sears, JCPenney hasn’t been profitable since 2010. It posted $3.9 billion in losses since then and has been closing stores in an an attempt to stanch the bleeding. And like Sears, it has run up debt while its credit rating has sunk deep into junk territory.

Analysts are forecasting another money losing quarter when the company reports earnings on Thursday.

That’s not a surprise. Analysts expect losses to go on for years.

But this is the first quarterly report by new CEO Jill Soltau, who was hired in October to replace CEO Marvin Ellison. Ellison jumped ship in May to run Lowe’s (LOW). In September, CFO Jeffrey Davis left the company as well.

The company’s executive turmoil, along with inventory and supply chain struggles, have raised concerns by outside observers.

JCPenney (JCP) is in a quiet period ahead of Thursday’s quarterly report and not able to comment for this story.

Despite its problems, some opportunities could keep JCPenney out of bankruptcy court for a while, at least.

Because its near-term debt payments are relatively modest – about $50 million is due next year, and $100 million in 2020 – it has some time.

But not much. An estimated $2.1 billion in payments comes due in 2023, and that has credit rating agencies and analysts worried.

It also could benefit from Sears’ demise.

An analysis by Cowen and Co. found that 56% of Sears shoppers also shop at JCPenney, the highest overlap of any of the traditional department store chains.

The shoppers share similar demographics, according to research by Coresight Research and Cowen. For example, the average age of a Sears shopper was nearly 50, according to Coresight. At Penney, it’s just over 48.

Sears will be closing hundreds of stores and its customers will be looking for places to shop.

So some experts say there’s still a chance that JCPenney can avoid bankruptcy. They point to department store chains like Macy’s (M) and Kohl’s (KSS) which have been able to turn around and become profitable, despite changing shoppers’ tastes. And Penney has improved its online sales, which rose more than 10% last year.

“I do think there is a place for traditional department stores. There’s a chance they can still be relevant. A lot of their private labels have value,” said Andrew Bove, credit analyst at Standard & Poors. “JC Penney just has to stop hurting itself with supply chain and inventory missteps and figure out a way to differentiate itself.”

But others don’t see a way for JCPenney to survive long-term.

“They’re in a leaky boat that eventually will sink,” Mark Cohen, the director of retail studies at the Columbia Business School, told CNN earlier this summer. “The prognosis for the future is not happiness.”

– CNN’s Nathaniel Meyersohn contributed to this report.