The graphs below, aggregated at the weekly level, examine recent trends in secondary-market activity such as measures of roundtrip transactions cost (markups), trading volume, electronification, and dealer concentrations. We also break down markups by dealer compensation type, electronic execution, top 5 dealer execution, or speed of execution.
Notes: This figure presents markups on secondary-market intermediation chains. The chain
matching algorithm uses adapted methodology from Li and Schürhoff (2019). We average markups within week
and trade-size bucket.
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure shows the total weekly value of par traded broken down by trade size bins (retail,
mid-sized, or institutional).
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure presents markups on secondary-market intermediation chains, broken down by whether at
least one leg in a chain is executed electronically (on an alternative trading system or a broker's
broker platform). The chain matching algorithm uses adapted methodology from Li and Schürhoff (2019). We
average markups within week and trade-size bucket.
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure shows the share of trades that are executed electronically (on an alternative trading
system or a broker's broker platform).
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure presents markups on secondary-market intermediation chains, broken down by whether at least
one leg in a chain is executed by the top 25 dealers by trading volume. We define dealers at the
parent company level. The chain matching algorithm uses adapted methodology from Li and Schürhoff
(2019).
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure shows the percentage of secondary market intermediation chains executed by the top
25 dealers by trading volume. We define dealers at the parent company level.
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure presents markups on secondary-market intermediation chains, broken down by whether at least
one leg in the chain involves non-transaction-based compensation (NTBC). The chain matching algorithm
uses adapted methodology from Li and Schürhoff (2019).
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure presents markups on secondary-market intermediation chains, broken done by completion time.
Chains completed within 15 minutes or less are classified as prearranged, while those completed in more
than 15 minutes are classified as inventory. The chain matching algorithm uses adapted methodology from
Li and Schürhoff (2019).
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
The graphs below, aggregated at the quarterly level, examine recent trends in secondary-market dealer structure and concentration.
Notes: This figure plots dealer diversity following Ahern et al (2024), using total quarterly
secondary-market customer-to-dealer transactions volume.
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.
Notes: This figure plots the number of active secondary-market dealers at the quarterly level. We define
dealers to be active if they facilitate at least 100 customer-to-dealer transactions in a given quarter.
Sources: Calculations based on data from the Municipal Securities Rulemaking Board, the Mergent
Municipal Bond Database, and The Bond Buyer's data archives.