It’s been another volatile year for municipal (muni) investors this year. While generally outperforming U.S. Treasuries, the Bloomberg Muni Index is on track for its second calendar year of negative returns something that has never happened before.

It’s a tradition here to write about what scares us around Halloween each year.

Despite headwinds, the U.S. could experience structural changes in the labor market, residential real estate, and inflation as the post-pandemic economy progresses into the New Year.

The October-November reporting season can be particularly interesting because full-year numbers are nearly locked in while more companies share thoughts on the year ahead. Here are several things we will be watching as reports stream in.