“Where is that $17 billion going to come from? It’s going to come largely from sales taxes and property taxes which have a disproportionate impact on the poor,” said McIntire. “We are a necessary and important part of providing the infrastructure necessary to build our economy.”

Bergstresser and Cohen’s paper is based on data from the Federal Reserve’s Survey of Consumer Finances, a survey of about 6,000 families.

Internal Revenue Service data from individual income tax returns differ from Bergstresser and Cohen’s findings. According to the IRS, the percentage of individual filers who report tax-exempt income has increased to 4 percent in 2013 from 3.4 percent in 1990, IRS data shows. About 6 million filers reported tax-exempt income in 2013, according to the IRS.

The discrepancy between the data may come from filers who own taxable bond funds, like Pacific Investment Management Co.’s Total Return Fund, that also buy munis, generating some tax-exempt interest, Bergstresser said. The Fed survey would probably classify these funds as general bond funds.

In addition, the Fed survey has a separate category for money-market funds so tax-exempt income generated by a muni money-market funds would be reported to the IRS, but wouldn’t be included in the survey’s municipal bond and tax-exempt fund category.

Households owned about $2.6 trillion of municipal bonds, either directly or through mutual funds and exchange-traded funds at the end of 2015, down from $2.9 trillion in 2010, according to the Fed’s flow of funds data. Banks and insurance companies owned about $990 billion. Foreign investors, who have increasingly come to the muni market because they face negative interest rates in their own countries, held $87.2 billion.

The declining share of muni holdings has been most pronounced in the upper middle class, where 2.6 percent of households reported holding municipal bonds, down from a high of 9.6 percent in 1998, according to Bergstresser and Cohen. The upper middle class is defined as households with average financial assets $215,000.

As the ownership rate of munis fell, the share of households owning stocks has soared to 42.7 percent from 27.3 percent, coinciding with the rise of 401(k) s and IRAs.

“Municipal bonds’ tax exemption reduces their pre-tax yields and makes them a very unusual (and even inappropriate) asset for tax-deferred accounts.”

Municipal bondholders tend to invest locally, creating a significant constituency that can be counted upon to support repayment, Bergstresser and Cohen write. A declining base of owners could weaken that connection, they said.