OVERVIEW
The revision in brief
Coverage separated the failures years early; revenue did not.
What changed in this revision
The August version described thirty companies that all failed. This version pairs 27 of them with an industry peer that survived, pulls both sides from the same SEC filings, and asks which signals separated the two groups and how early.
The main finding
Interest coverage did. Failed firms could not cover interest from earnings three years before filing (median -0.8x against 4.0x for survivors), and coverage below 1x flagged 83% of them at that point. Revenue decline, the most quoted warning sign, flagged survivors just as often.
Timing
Coverage led by a median of 6 quarters. Operating losses followed. The current ratio gave almost no warning until the final quarter, when debt reclassification took the failed median from 1.01x to 0.33x.
False alarms
Every single rule flags a quarter to a third of healthy peers. Requiring three of four signals a year out cut false alarms to 8% while still catching 39% of failures.
01 | THE COHORT
Thirty large failures, twenty-seven with a survivor
Same industry, same quarters: the survivor is the control.
EXHIBIT 1 | The 30-company cohort by pre-petition assets, with year of filing
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2026-09-29T06:18:59.939609
image/svg+xml
Matplotlib v3.10.9, https://matplotlib.org/
0
25
50
75
100
Pre-petition assets, $ billions
Eastman Kodak 2012
Arch Coal 2016
Walter Energy 2015
Diamond Offshore 2020
Weatherford 2019
California Resources 2020
Sears Holdings 2018
Oasis Petroleum 2020
Endo International 2022
Whiting Petroleum 2020
J. C. Penney 2020
Noble Corp 2020
McDermott 2020
Mallinckrodt 2020
Windstream 2019
Linn Energy 2016
Ditech Holding 2019
Alpha Natural Resources 2015
Intelsat 2020
Peabody Energy 2016
SunEdison 2016
Chesapeake Energy 2020
Valaris 2020
Walter Investment Mgmt 2017
Frontier Communications 2020
Hertz 2020
AMR (American Airlines) 2011
General Growth Properties 2009
MF Global 2011
PG&E 2019
$6.1bn
$6.4bn
$6.7bn
$6.8bn
$7.6bn
$8.0bn
$8.5bn
$8.6bn
$8.8bn
$8.8bn
$9.2bn
$9.5bn
$10.1bn
$11.8bn
$12.0bn
$12.3bn
$13.2bn
$13.4bn
$13.7bn
$13.7bn
$14.3bn
$18.6bn
$19.3bn
$20.2bn
$20.2bn
$28.5bn
$32.9bn
$41.1bn
$53.1bn
$90.8bn
Gray: financial issuers,
not in the matched test
Pre-petition assets, $ billions Gray: financial issuers, not in the matched test 0 25 50 75 100 PG&E 2019 $90.8bn MF Global 2011 $53.1bn General Growth Properties 2009 $41.1bn AMR (American Airlines) 2011 $32.9bn Hertz 2020 $28.5bn Frontier Communications 2020 $20.2bn Walter Investment Mgmt 2017 $20.2bn Valaris 2020 $19.3bn Chesapeake Energy 2020 $18.6bn SunEdison 2016 $14.3bn Peabody Energy 2016 $13.7bn Intelsat 2020 $13.7bn Alpha Natural Resources 2015 $13.4bn Ditech Holding 2019 $13.2bn Linn Energy 2016 $12.3bn Windstream 2019 $12.0bn Mallinckrodt 2020 $11.8bn McDermott 2020 $10.1bn Noble Corp 2020 $9.5bn J. C. Penney 2020 $9.2bn Whiting Petroleum 2020 $8.8bn Endo International 2022 $8.8bn Oasis Petroleum 2020 $8.6bn Sears Holdings 2018 $8.5bn California Resources 2020 $8.0bn Weatherford 2019 $7.6bn Diamond Offshore 2020 $6.8bn Walter Energy 2015 $6.7bn Arch Coal 2016 $6.4bn Eastman Kodak 2012 $6.1bn
EXHIBIT 1 | Florida-UCLA-LoPucki Bankruptcy Research Database via the 25 Aug 2026 dataset: the 30 largest post-2008 public filings with at least one SEC-reported public float of $1 billion or more. Gray bars (MF Global, Walter Investment, Ditech) are financial issuers whose balance sheets do not support the four operating signals; they stay in the cohort but not in the matched test.
What the first version could not say
The 25 August version of this page tracked eight ratios across thirty companies that all failed. It could describe how they deteriorated; it could not say whether a healthy company would have looked different. That needs a comparison group, which this revision adds.
How the survivors were chosen
Each of the 27 non-financial failures is paired with one U.S.-listed company in the same industry that did not file for bankruptcy through September 2026: PG&E with Edison International, Chesapeake with Southwestern, J. C. Penney with Kohl's, Sears with Macy's, Frontier with Lumen, and so on. Pairs are matched on industry, not on size.
Same clock for both
Every survivor is measured over the same twelve calendar quarters as its failed twin, ending the quarter before the filing. Both sides come from the same SEC XBRL filings, pulled with the same code.
02 | LIQUIDITY
The current ratio breaks late, then completely
Failed firms fell to 0.33x in the last quarter; survivors held 1.55x.
EXHIBIT 2 | Current ratio, median of matched pairs, twelve quarters before the filing quarter
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2026-09-29T06:19:00.207691
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Matplotlib v3.10.9, https://matplotlib.org/
T-12
T-11
T-10
T-9
T-8
T-7
T-6
T-5
T-4
T-3
T-2
T-1
Quarters before the filing quarter
0.0
0.5
1.0
1.5
2.0
Current ratio, median of matched pairs
1.0x
Failed
0.33x
Survivors
1.55x
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T-12 T-10 T-8 T-6 T-4 T-2 Quarters before the filing quarter 0.0 0.5 1.0 1.5 2.0 1.0x Failed 0.33x Survivors 1.55x Current ratio, median of matched pairs
EXHIBIT 2 | SEC Companyfacts XBRL (AssetsCurrent / LiabilitiesCurrent), earliest-filed value per period, retrieved 29 Sep 2026. Medians over pairs where both firms report: n = 22 at T-12, 24 at T-1. Dotted line: 1.0x.
Three years out, close together
Twelve quarters before filing the failed group's median current ratio was 1.45x against 1.63x for survivors. The gap widened slowly: 1.12x against 1.41x one year out.
Then the cliff
In the final reported quarter the failed median dropped to 0.33x while survivors stayed at 1.55x. The mechanism is accounting, not operations: once a covenant is breached or a maturity is inside twelve months, long-term debt is reclassified as current and the ratio collapses in one filing.
Why the first version showed 0.90x
The August page reported a T-1 median of 0.90x from a dataset with many final-quarter blanks. The new pull fills those in; most of the added values are the reclassification quarter.
03 | REVENUE
Falling sales did not separate failures from survivors
Revenue is the weakest of the four signals, and the noisiest.
EXHIBIT 3 | Revenue growth, year over year, median of matched pairs
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2026-09-29T06:19:00.486707
image/svg+xml
Matplotlib v3.10.9, https://matplotlib.org/
T-12
T-11
T-10
T-9
T-8
T-7
T-6
T-5
T-4
T-3
T-2
T-1
Quarters before the filing quarter
-20%
-10%
0%
+10%
Revenue, year-over-year, median of matched pairs
Failed
-16%
Survivors
-8%
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T-12 T-10 T-8 T-6 T-4 T-2 Quarters before the filing quarter -20% -10% 0% +10% Failed -16% Survivors -8% Revenue, year-over-year, median of matched pairs
EXHIBIT 3 | SEC Companyfacts XBRL revenue tags, quarterly values (Q4 derived as annual minus nine months), retrieved 29 Sep 2026. Matched n = 21 at T-12, 24 at T-1. 12 of the 27 pairs end in the first half of 2020, so both groups show the pandemic quarter at T-1.
Both groups shrank
In the last quarter before filing, failed firms' revenue was down 16% year over year at the median. Survivors were down 8%. Twelve quarters out the two groups were within four points of each other.
The same signal fires for the healthy
A 10% revenue decline flagged 38% of eventual failures three years out, and exactly the same share, 38%, of survivors. One year out the split was 44% against 23%.
Why
Most of these failures came in industry downturns: coal in 2015-16, oil and offshore drilling in 2016 and 2020, department stores through the late 2010s. The survivor sold less too. What differed was how much debt sat underneath the sales.
04 | MARGIN
Operating losses arrived early and stayed
Survivors kept a positive margin until the pandemic quarter.
EXHIBIT 4 | Operating margin, median of matched pairs
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2026-09-29T06:19:00.752136
image/svg+xml
Matplotlib v3.10.9, https://matplotlib.org/
T-12
T-11
T-10
T-9
T-8
T-7
T-6
T-5
T-4
T-3
T-2
T-1
Quarters before the filing quarter
-40%
-30%
-20%
-10%
0%
+10%
Operating margin, median of matched pairs
Failed
-40%
Survivors
-8%
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T-12 T-10 T-8 T-6 T-4 T-2 Quarters before the filing quarter -40% -30% -20% -10% 0% +10% Failed -40% Survivors -8% Operating margin, median of matched pairs
EXHIBIT 4 | SEC Companyfacts XBRL: OperatingIncomeLoss / revenue, or pre-tax income plus interest expense where operating income is not tagged (marked in the source file), retrieved 29 Sep 2026. Matched n = 20 at T-12, 23 at T-1.
A persistent gap
The failed group's median operating margin was negative in eight of the twelve quarters and never above 3.2%; survivors' median stayed between 3% and 10% until the final quarter. One year out the gap was -1% against 4%.
The final quarter
At T-1 the failed median fell to -40%, driven by impairments booked as the filing approached. Survivors' median was -8%, almost entirely the 2020 pairs.
As a flag
A negative operating margin caught 56% of failures a year out and 28% of survivors: useful, but one in four false alarms.
05 | COVERAGE
Interest coverage was the earliest and cleanest signal
Failed firms could not cover interest three years before filing.
EXHIBIT 5 | EBIT divided by interest expense, median of matched pairs
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2026-09-29T06:19:01.037978
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Matplotlib v3.10.9, https://matplotlib.org/
T-12
T-11
T-10
T-9
T-8
T-7
T-6
T-5
T-4
T-3
T-2
T-1
Quarters before the filing quarter
-4
-2
0
2
4
EBIT / interest expense, median of matched pairs
1.0x: earnings just cover interest
Failed
-4.5x
Survivors
1.0x
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T-12 T-10 T-8 T-6 T-4 T-2 Quarters before the filing quarter -4 -2 0 2 4 1.0x = interest covered Failed -4.5x Survivors 1.0x EBIT / interest expense, median of matched pairs
EXHIBIT 5 | SEC Companyfacts XBRL: operating income (or pre-tax income plus interest) over InterestExpense, retrieved 29 Sep 2026. Matched n = 13 at T-12, 14 at T-1; fewer pairs because several survivors do not tag interest expense separately.
Below one for the whole window
The failed group's median coverage was -0.8x twelve quarters before filing and never rose above 0.3x. Survivors' median was 4.0x at the start and 1.6x a year out.
Hit rate and false alarms
Coverage below 1x flagged 83% of eventual failures three years out and 32% of survivors. In the final quarter it flagged every failure and 60% of survivors, which is the pandemic again.
How early
For 22 of the 23 failed firms with data, coverage went below 1x and stayed there; the median lead was 6 quarters, and 16 firms were flagged a year or more ahead.
06 | SCORECARD
Stacking the signals cuts the false alarms
Three signals a year out: 39% of failures, 8% of survivors.
EXHIBIT 6 | Share of firms flagged by each rule, one year out and in the final quarter
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2026-09-29T06:19:01.433786
image/svg+xml
Matplotlib v3.10.9, https://matplotlib.org/
0%
50%
100%
Interest coverage below 1x
Operating margin below zero
Current ratio below 1.0
Revenue down more than 10% y/y
Three or more of the four
81%
35%
56%
28%
46%
27%
44%
23%
39%
8%
One year out (T-4)
0%
50%
100%
100%
60%
79%
54%
79%
23%
54%
42%
70%
28%
Final quarter (T-1)
Navy: share of failed firms flagged (hit rate). Blue: share of survivors flagged (false alarms).
Share of firms flagged, % Navy: failed firms (hit rate) Blue: survivors (false alarms) One year out (T-4) Interest coverage below 1x 81% 35% Operating margin below zero 56% 28% Current ratio below 1.0 46% 27% Revenue down more than 10% y/y 44% 23% Three or more of the four 39% 8% Final quarter (T-1) Interest coverage below 1x 100% 60% Operating margin below zero 79% 54% Current ratio below 1.0 79% 23% Revenue down more than 10% y/y 54% 42% Three or more of the four 70% 28%
EXHIBIT 6 | Same panel. Rules: coverage below 1x, operating margin below zero, current ratio below 1.0, revenue down more than 10% year over year. 'Three or more' counts firms reporting at least three of the four. Failed n = 23, survivors n = 24 at T-4.
One year out
Coverage alone: 81% hit rate, 35% false alarms. Requiring three of the four signals: 39% hit rate, 8% false alarms. The combination trades some sensitivity for a much cleaner list.
The final quarter
By T-1 70% of failures showed three or more signals, but so did 28% of survivors. Late signals are loud and unspecific; the value is in the year before.
What this is not
Twenty-seven pairs is a case set, not a model. The rates above describe these companies; they are not probabilities for the next one.
07 | FOUR WAYS TO FAIL
Same signals, different mechanisms
The ratios describe the failure; the cases explain it.
Lehman Brothers: leverage that looked improving
Net leverage peaked near 16x in early 2008 and fell to about 10x by the second quarter through asset sales and capital raises. The reported ratio improved for two straight quarters; the firm failed in September when short-term funding and counterparty confidence were withdrawn.
Silicon Valley Bank: growth outrunning duration risk
Total assets more than tripled from under $60 billion at end-2019 to $209 billion at end-2022, funded largely by uninsured deposits. Rising rates produced unrealized securities losses that became a solvency question once depositors left.
WorldCom: the metric itself was the fiction
On 25 June 2002 WorldCom disclosed $3.8 billion of improperly capitalized line costs; by August the confirmed total exceeded $11 billion. The reported numbers were not off by a margin of error; they were the wrong numbers on purpose.
PG&E: a liability larger than the balance sheet
PG&E filed in January 2019 citing up to $30 billion of wildfire liability against $71.4 billion of reported assets. In our panel its interest coverage turned negative and its current ratio fell to 0.22 in the final quarter as debt was reclassified as current.
Case figures as verified for the 25 Aug 2026 version; PG&E panel values from this revision.
08 | WHAT THIS SUPPORTS
What the matched test changes
Coverage first, margin second, revenue last.
For a lender or credit analyst
Watch coverage first and treat a reading below 1x that persists for two quarters as the signal, whatever revenue is doing. A revenue decline in a sector downturn tells you about the sector.
For an equity investor
The final-quarter numbers are not the warning; they are the confirmation. The information was in the interest line one to three years earlier.
For a board
Debt reclassified as current is the last step, not the first. By the time the current ratio collapses, the refinancing window has usually closed.
What would change the picture
A larger cohort, matching on size as well as industry, and adding non-bankrupt distressed exchanges as a third group. The code and pairs are published with this article so the test can be extended.
Limits
12 of 27 pairs end in the first half of 2020, so the final-quarter survivor figures carry the pandemic. Three financial issuers are excluded. The SEC panel starts in 2009, so the three oldest cases have partial histories. Nothing is estimated; blanks stay blank.
Revisions to the earlier page
Current ratio at T-1: 0.33x (was 0.90x, from a sparser final quarter). Revenue at T-1: -16% (was -20%). Operating margin at T-1: -40% (was -7%). The differences come from more complete final-quarter data and a non-financial cohort, not from a change in method.
Conditional implications, not forecasts.
Sources: SEC Companyfacts XBRL API (data.sec.gov), 10-K and 10-Q facts for 54 issuers, retrieved 29 Sep 2026; Florida-UCLA-LoPucki Bankruptcy Research Database (filing dates, pre-petition assets) via the 25 Aug 2026 dataset; case figures for Lehman, SVB, WorldCom and PG&E from court schedules, FDIC and issuer filings as verified for the 25 Aug 2026 version. Pair list, extraction code and the full panel are in the article's source package.