GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / FUNDAMENTAL STATE / POINT IN TIME

BNED · Jan 31, 2026

Barnes & Noble Education, Inc.. A multidimensional configuration derived from the filing available at this observation—never a composite score or recommendation.

STATE CAPABILITYLEVEL 3[email protected]
Inspectable configuration

State dimensions

Filing0001634117-26-000018General Corporate
Debt relative to revenue42thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.debt_to_revenue

29.33% · OPTIONAL · VALID

Capex intensity42thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.capex_revenue_ratio

0.79% · OPTIONAL · VALID

Operating cash generation50thOwn-history percentile · N=12
Evidence method

Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue

-6.23% · OPTIONAL · VALID

Revenue growth50thOwn-history percentile · N=8
Evidence method

Yoy · gp.fundamentals.revenue

1.18% · CORE · VALID

Inventory pressure50thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.inventory_revenue_ratio

69.82% · OPTIONAL · VALID

Gross margin25thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.gross_margin

20.37% · CORE · VALID

Operating margin67thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.operating_margin

3.10% · CORE · VALID

SBC intensity25thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

0.19% · OPTIONAL · VALID

As-filed lineage

Fundamental state history

Each observation is tied to the filing and facts available at that report date. Amendments remain separate.

History15 statesHistory building
Jan 28, 20230/7 normalizedLevel 3Apr 29, 20230/7 normalizedLevel 3Jul 29, 20230/7 normalizedLevel 3Oct 28, 20230/7 normalizedLevel 3Jan 27, 20240/8 normalizedLevel 3Apr 27, 20240/8 normalizedLevel 3Jul 27, 20240/8 normalizedLevel 3Oct 26, 20240/8 normalizedLevel 3Jan 25, 20257/8 normalizedLevel 3May 3, 20257/8 normalizedLevel 3Aug 2, 20257/8 normalizedLevel 3Nov 1, 20257/8 normalizedLevel 3Jan 31, 20268/8 normalizedLevel 3May 2, 20268/8 normalizedLevel 3Aug 1, 20268/8 normalizedLevel 3
Period transition

What moved in the state?

Balance Sheet Leverage Increased
Previous
20.48%
Current
29.33%
Delta
8.86%
Capex Intensity Increased
Previous
0.72%
Current
0.79%
Delta
0.07%
Cash Generation Decreased
Previous
11.07%
Current
-6.23%
Delta
-17.30%
Growth Increased
Previous
-0.65%
Current
1.18%
Delta
1.83%
Inventory Pressure Increased
Previous
55.02%
Current
69.82%
Delta
14.80%
Margin Decreased
Previous
21.70%
Current
20.37%
Delta
-1.34%
Profitability Decreased
Previous
6.82%
Current
3.10%
Delta
-3.72%
Sbc Intensity Decreased
Previous
0.30%
Current
0.19%
Delta
-0.11%
Self-history only

Previous similar states

Similarity compares compatible valid dimensions from this issuer's own point-in-time history. No market-return claim is attached.

Not enough compatible prior states for a transparent self-history match.
Research Graph

Related governed research

Transitioned To · BNED Fundamental State →Has State · Barnes & Noble Education, Inc. →Transitioned To · BNED Fundamental State →Transitioned To · BNED BALANCE_SHEET_LEVERAGE_INCREASED →Transitioned To · BNED CAPEX_INTENSITY_INCREASED →Transitioned To · BNED CASH_GENERATION_DECREASED →Transitioned To · BNED GROWTH_INCREASED →Transitioned To · BNED INVENTORY_PRESSURE_INCREASED →Transitioned To · BNED MARGIN_DECREASED →Transitioned To · BNED PROFITABILITY_DECREASED →Transitioned To · BNED SBC_INTENSITY_DECREASED →

Method Percentiles and historical matches use only observations available at each point in time. Missing dimensions remain missing. Public price outcomes and cross-market analogues are deliberately absent.