By Christina Rexrode And Saabira Chaudhuri 

More than five years into the economic recovery, the nation's biggest banks are still on the outside looking in, as their fortunes grow increasingly disconnected from the rest of the country's.

Once looked to as a proxy for the financial health of American consumers and businesses, banking giants are struggling to boost profits despite safer balance sheets, a boom in global deal making and pockets of loan growth.

Bank of America Corp. and Citigroup Inc. on Thursday posted disappointing results. While bank profits have bounced back from the dark days of the financial crisis in late 2008 and 2009, the latest year can be best viewed as an interruption in the recovery.

Bank of America reported that annual net income dropped 58% for 2014 and Citigroup reported its own 47% fall, largely due to regulatory fines and sluggish revenue in both cases. Including annual profit growth at J.P. Morgan Chase & Co. and Wells Fargo & Co., overall net income for the four banks fell 12%.

Investors sold off bank shares. The KBW Bank Index is down 7.5% over the past five trading days, the worst five-day stretch on a percentage basis since November 2011.

Like other big financial firms, Bank of America and Citigroup suffered to varying degrees from slumps in trading and the continued effects of low interest rates.

With the latest earnings reports Thursday morning, three of the four largest U.S. banks have now reported falling profits and revenue that missed analysts' estimates.

Only Wells Fargo, which doesn't have a big trading business and features a bigger exposure to consumers than most of its peers, had rising profit and beat revenue estimates for the fourth quarter.

The banks "just can't seem to get out of their own way," said Walter Todd, chief investment officer of Greenwood Capital in Greenwood, S.C., which owns about 320,000 shares of Bank of America. "You keep thinking, 'This is going to be the quarter, this is going to be the quarter,' and something always comes up."

Goldman Sachs Group Inc. reports earnings Friday morning, and Morgan Stanley reports Tuesday.

In recent days, the financial sector has seen positive signs about the outlook for 2015, including a spike in mortgage applications that was announced Wednesday. Many investors also believe last year reflects a low point for the banking industry, as it clears out most of the legal expenses tied to crisis-era conduct, and as it faces the likelihood of rising interest rates in the near future.

Brian Moynihan, Bank of America's chief executive and chairman, said Thursday the firm has "built a platform for growth, especially in the context of a continuous improving U.S. economy."

The thus-far lackluster fourth-quarter results for the financial sector come even after sustained hiring and falling unemployment helped the U.S. economy post its strongest growth in 11 years in the third quarter. Most economists expect reports to show positive growth for the broader economy in the fourth quarter, as well, possibly boosted by increased consumer spending due to the drop in oil prices.

Many parts of big banks still move in lock step with the health of the general economy. Lending growth helps banks and generally tends to perk up when the jobless rate falls and the economy picks up steam. Deal-making activity, which yields big fees for investment bankers, also heats up when corporate executives feel more confident about the economy and markets.

But in recent years, Federal Reserve policy and a tough postcrisis regulatory environment have somewhat decoupled banks from the health of the U.S. SHYeconomy.

Low interest rates have kept a lid on banks' profitability in their lending businesses. The measurement of the difference between what a bank makes on lending and investing and what it pays depositors fell to 3.04% at Wells Fargo during the fourth quarter, from 3.27% a year earlier.

So even with activity brisk at some banks in places like automotive lending and credit cards, and among some commercial and industrial borrowers, Fed policy and the low rates in the bond market make those loans, on average, less profitable for banks.

Big fines and regulatory penalties have also had an impact on earnings and kept banks from getting in sync with the recovery. Bank of America, for instance, was hammered by a record $16.65 billion fine it agreed to pay in August over past mortgage-related violations.

Trading businesses--which Bank of America and J.P. Morgan both bulked up on via acquisitions during the financial crisis--have muddled through a rough year. Bank of America, Citigroup and J.P. Morgan all reported declines in trading.

Shares of Bank of America fell 84 cents, or 5.2%, to $15.20, and Citigroup fell $1.82, or 3.7%, to $47.23.

For the quarter, Charlotte, N.C.-based Bank of America reported a profit of $3.05 billion, or 25 cents a share, down from $3.44 billion, or 29 cents a share, a year earlier.

Citigroup reported a quarterly profit of $350 million, down from $2.46 billion a year ago, largely because the bank set aside $3.5 billion for legal fees and cost cutting. On a per-share basis, Citigroup reported a profit of six cents. Analysts had expected earnings of nine cents a share, including the charges.

The disappointing earnings came despite the fact that, for both Citigroup and Bank of America, it was a rare quarter when they announced earnings without an accompanying legal settlement or some other bad-news development. To some investors, that signaled that the banks, which could once be counted on for highflying returns, were turning into something more humdrum.

"The banks are more like utilities," said Brian Boyle, president of Boyle Capital in West Des Moines, Iowa, a firm that owns more than two million Bank of America shares. "You're going to get a return from dividends and buybacks" rather than revenue growth in the near future, he said.

The banks this year again looked for greater profits by trimming expenses. Bank of America cut another 300 branches over the year, or about 6% of its locations, and another 18,400 employees, or about 8% of its staff. Citigroup also cut about 12% of its branches and 4% of its employees. And it got rid of some small units in its investment bank, including one that offers administrative support for hedge funds and another that handles prepaid cards for corporate clients.

Write to Christina Rexrode at christina.rexrode@wsj.com and Saabira Chaudhuri at saabira.chaudhuri@wsj.com

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