Data released by the U.S. government on Thursday showed a drop in retail spending in November.

According to the data, spending declined by .6% compared to October. The decline was especially pronounced for commodities such as electronics and automobiles.

Spending at grocery stores increased by .8%, but some of that increase could be attributed to inflation. But the drop comes after months of gains by national retailers. There has been a 6.5% increase in spending at retailers since last year.

The National Retail Federation suggested that consumers are spending on household priorities going into the holiday season.

“Consumers continued to spend on household priorities and holiday gifts for loved ones this November despite continued inflation and rising interest rates,” NRF President and CEO Matthew Shay said. “Holiday shoppers are demonstrating resilience, and retailers are providing great products and experiences at the right price levels to help stretch household budgets.”

The NRF’s data analysis indicates that the U.S. is avoiding going into a recession despite high interest rates.

“While job and wage gains and built-up pandemic-era savings supported holiday shoppers in November, shoppers were squeezed by inflation and higher interest rates,” NRF chief economist Jack Kleinhenz said. “This was the first leg of the official holiday season and had a large hurdle to overcome with monthly comparisons because of early shopping in October, but the consumer remains surprisingly resilient. The healthy year-over-year comparison is more important and clearly shows that the economy is not in a recession.”

The Federal Reserve indicated on Wednesday that more rate hikes could be expected in the future as a tight job market could keep wage increases elevated. The Fed said it wants to lower inflation to 2% a year, down from the current marker of 7.1%. However, labor is the biggest expense facing most companies, and government data indicate average wages have increased by over 5% in the last year.

Video above: San Francisco businesses check for vaccination

For a moment in late spring and early summer, it seemed that restaurant operators were starting to see the light at the end of the tunnel.

The COVID-19 vaccines were publicly available, and more Americans were getting the shot. States and cities eased their pandemic restrictions, including mask mandates and capacity limitations for indoor dining. People started making more reservations, and sales spiked.

But that moment has passed. Now, with COVID-19 cases surging once again as the delta variant of the coronavirus rampages largely through the unvaccinated, restaurants are wondering what's ahead.

So far, the sector is still looking good, but growth is softening. According to the Census Bureau sales at bars and restaurants grew 1.7% from June to July. That growth is slower than from May to June when sales grew 2.4%.

Some restaurant owners are starting to see disruptions in the form of slowing sales, no-shows, nervous guests and supply chain hiccups. Some wonder when they can start to go back to normal, how bad things will get, and if they'll be able to pull through.

Sales drop and people mask up

Nya Marshall's Detroit restaurant, Ivy Kitchen, had been open about six months when COVID-19 hit. After a rough year, she finally felt like the situation was starting to look up in the spring.

"Things were improving," she said. "People were coming back out." Marshall was finally able to start seeing momentum around the restaurant. The local community was "really embracing who we are," she said.

But about six weeks ago, things took a turn, she said. Ivy Kitchen's sales are down about 24% since that time, she said.

"The delta variant is unnerving to people," she said. She's noticed that customers are once again wearing masks indoors, even though fully vaccinated people are not currently required by law to do so in Michigan. Some patrons have also asked to remain socially distant.

Marshall is worried about the possibility of another shutdown. "I have fear of a shutdown every single day," she said. "I'm pretty sure we will not survive another shutdown," she said. "We barely survived this last one."

More no-shows and requests for outdoor dining

Laurie Thomas, executive director of the Golden Gate Restaurant Association and owner of San Francisco restaurants Rose's Cafe and Terzo, said that she's noticed a rise in no-shows, or customers who make reservations but don't show up or cancel.

During the first weekend in August, after San Francisco reinstated its mask mandate due to rising infections, "we were running like 15% to 20% no-shows, which is very disappointing," she said. Typically, that figure is about 5% to 10%.

And "we started to see reservations shift drastically to outside," she added.

Soon after California lifted its mask mandate for vaccinated individuals in June, reservations "switched back to inside because unfortunately, our summer in San Francisco was cold and foggy," Thomas said. But in the first two weeks of August, "we started to see ... a marked shift outside again."

Ideally, "we want people to sit everywhere," she said. "Because in order for a restaurant to survive, we need to be fully booked."

New requirements started in the city on Friday. Now, people who want to eat indoors must show proof that they are fully vaccinated.

Thomas is supportive of the vaccine mandate. If customers are not vaccinated, "it's not as safe for our employees," she said. But, she added, "I'm very worried that we're going to have [customers] that ... are going to be surprised" by the rule. "And that's not what we want."

Reopening plans on hold and supply chain complications

Steve Sarver owns a small chain of soup and salad spots called Ladle & Leaf. Going into the pandemic, he had eight locations open in downtown San Francisco, which primarily catered to the office crowd. But now, with a growing number of companies putting off return-to-work plans, only two of those locations are open for business, and one is closed permanently.

A month or so ago, Sarver had hoped to open the remaining five in September. Now, he's not sure. "It's very hard for me to predict what our opening plan will be," he said. "It's hard to predict when people will want to return to the financial district."

Dick's Drive-In, a small Seattle chain of quick-service restaurants, is in a different situation. Dick's mostly serves customers who take their orders to-go. But the surge in COVID-19 infections is still having an impact on Dick's because it's disrupting the company's supply chain.

Watch video above: Indoor vaccine mandate begins in NYC

"This week it's straws, last week it was salt, a couple weeks ago it was mustard," president Jasmine Donovan said in a recent interview.

Each disruption poses a unique challenge. On one occasion, Donovan said, a major distributor shut down while quarantining employees after someone tested positive. Donovan's team had to send a van to pick up the products. Sometimes items are slow to come because of labor shortages along the supply chain.

"It's just a mad scramble every day to make sure we have what we need to serve our customers," she said. "Our people are under a lot of stress. And we just really appreciate everyone's patience and understanding."