Lipper eMAXX fixed-income holdings (licensed)
Lipper eMAXX is a quarterly, CUSIP-level database of fixed-income holdings: who holds which corporate bond, by par amount, across insurance companies, mutual funds, ETFs, pension funds, and annuities. It is the standard source for bond-level investor composition (the demand side of the corporate bond market), built from regulatory filings and fund disclosures and keyed to the bond’s CUSIP. A paper we distill uses it: Li & Yu use Lipper eMAXX quarterly holdings to build a bond-level investor-composition measure (each holder weighted by how actively it trades) when showing that the growing presence of short-term investors such as mutual funds and ETFs drives the rising liquidity component of credit spreads.
- Cost: licensed, subscription. No free tier.
- Vendor: LSEG / Refinitiv (Lipper); lineage through Thomson Reuters.
- Coverage: corporate (and other) bond holdings at the CUSIP level for insurers, mutual funds, ETFs, pensions, and annuities, quarterly. The citing paper reports eMAXX captures roughly 40 to 50 percent of corporate bonds outstanding by par.
Access (when licensed)
Section titled “Access (when licensed)”- Through an LSEG / Refinitiv (Lipper) entitlement. The holdings extracts are reached via a Lipper / eMAXX subscription; some institutions license it through WRDS. Check which route your institution provides.
- Keyed by CUSIP and quarter. An extract is holder identity and par holding by bond CUSIP over a date range; aggregate to bond-by-quarter to get investor-type shares.
- Terminal or API credentials are required. Keep any credentials in
.env, never hard-coded.
Gotchas (the ones that bite pipelines)
Section titled “Gotchas (the ones that bite pipelines)”These are the failure modes to expect; they are documented, not verified here.
- Partial coverage, not the full holder base. eMAXX captures roughly half of corporate bonds outstanding, not all holders; the unobserved tail (households, some foreign and private holders) is missing. A bond with low eMAXX coverage has a noisily measured investor composition. The citing paper restricts its cross-section to bonds with eMAXX coverage above 20 percent for this reason.
- Holder-type classification drives the result. Whether a holder is “short term” (mutual fund, ETF) versus “long term” (insurer, pension) is the analysis variable; the eMAXX entity classification has edge cases (separately managed accounts, fund-of-funds, insurer general versus separate accounts). Audit the classification before trusting composition shares.
- Quarterly snapshots miss intra-quarter trading. Holdings are point-in-time at quarter end; turnover and rebalancing inside the quarter are invisible. Do not read a quarter-end snapshot as a flow.
- CUSIP linking and reorganizations. Bonds must be linked to Mergent FISD / CRSP / Compustat identifiers; the join has known mismatches across calls, exchanges, and issuer reorganizations. Verify the link.
- Benchmark coverage against an aggregate. Because coverage is partial, check eMAXX totals against an external aggregate (for example the Federal Reserve Flow of Funds corporate-bond holdings by sector) before treating shares as the full market.
Citation
Section titled “Citation”Cite the vendor and product, e.g.: Lipper eMAXX / LSEG (Refinitiv), accessed YYYY-MM-DD. State the holder universe, the coverage threshold applied, and the quarter range.