Analysts suggested one reason why new applications for unemployment aid might be falling while the number of people who continue to receive benefits is rising: Those who are already unemployed may be having a harder time finding work.

Robust consumer demand, in the aftermath of September data showing stubborn inflation and surging job growth, risks prompting the Federal Reserve to raise interest rates again.