Flat Glass Manufacturing · the United States
| Measure | Value |
|---|---|
| Net establishment formation, 5yr | -1.96% |
| Standing among all industries | 15th of 287 |
| Reads as | shrinking hard |
| Signal strength, backtested | ρ 0.57 over 4 windows |
Among 287 industries, this one sits at the 15th percentile on net establishment formation over 2019-2023 — it is shrinking hard. That signal carries a measured rank correlation of 0.57 with the following decade's growth across 4 backtested windows, separating top and bottom deciles by 42.6 percentage points. It describes the INDUSTRY, not a business in it, and it was calibrated against establishment growth rather than returns to an operator.
| Measure | Value |
|---|---|
| Operators | 21 |
| People employed | 1,279 |
| Pay per employee | $57,914 |
| What the work is | Heavy and Tractor-Trailer Truck Drivers |
| Median wage, that occupation | $55,450 |
| Licensed in | 39 jurisdictions |
| Dimension | Weight | Evidence | Predicts? |
|---|---|---|---|
| O1 · Demand density and recurrence | 25 | evidenced | predictive |
| O2 · Payment evidence | 15 | partial | not backtested |
| O3 · Licence gate favourability | 15 | evidenced | not backtested |
| O4 · Labour availability | 15 | evidenced | not backtested |
| O5 · Incumbent weakness | 10 | no producer | not backtested |
| O6 · Margin structure | 10 | partial | not backtested |
| O7 · Ceiling | 10 | evidenced | DESCRIPTIVE ONLY |
65 of 100 rubric points are evidenced, 25 partially, 10 have no producer. No total score is rendered from that. PREDICTS is a separate question from EVIDENCE: a dimension can rest on a real sourced figure and have no measured relationship with what happens next.
| Measure | Value |
|---|---|
| Acquisition loans approved | 41 |
| Median loan | $1,308,275 |
| Mean rate | 6.86% |
| Mean term | 144 months |
| Charged off | 9.1% |
9.1% of resolved SBA acquisition loans in this industry were charged off, across 22 loans that have actually reached an outcome. Cohorts from FY2021 onward are EXCLUDED from this rate: a loan approved recently has not had time to fail, and counting it would make every industry look safe. SBA 7(a) FOIA data, FY2010–FY2025. Loans to acquire an EXISTING business, separated from start-up lending by the SBA's own business-age field. Charge-off is measured on RESOLVED loans only — a loan approved last year has not had time to fail.
| Measure | Value |
|---|---|
| Margin on receipts | 54.7% |
| Computed as | value added — receipts less cost of materials |
| Industry receipts | $5.3bn |
Computed by the Census Bureau, not by us. Economic Census 2022. Census collects a cost structure for this sector and collects none for most service industries; where it does not, this document shows labour share and refuses to call it a margin.
| Revenue band ($000) | Firms | Share | Labour share of revenue |
|---|---|---|---|
| <100 | 12 | 14.6% | 29.3% |
| 100-499 | 21 | 25.6% | 31.5% |
| 500-999 | 5 | 6.1% | 31.6% |
| 1,000-2,499 | 7 | 8.5% | 26.3% |
| 2,500-4,999 | 10 | 12.2% | 27.3% |
| 10,000-14,999 | 6 | 7.3% | 25.5% |
| 15,000-19,999 | 3 | 3.7% | 29.1% |
| 40,000-49,999 | 4 | 4.9% | 22.7% |
| 100,000+ | 14 | 17.1% | 14.6% |
Payroll is 15.4% of receipts industry-wide across 82 firms. LABOUR SHARE, NOT MARGIN: Census publishes receipts and payroll and never cost of goods, so gross margin cannot be derived and is not claimed here. Enterprise receipts — a firm counted once at its total size, not per location. Census SUSB 2022.
| Gap |
|---|
| licence titles in this scope — none matched 'Heavy and Tractor-Trailer Truck Drivers', though it is licensed in 39 jurisdictions nationally. The title differs locally, or the record is held municipally. |
| occupation mix for NAICS 327211 — the labour statistics carry no rows at this level, so everything about occupations here, including the defining occupation and its licence gate, is measured at NAICS 327000, a broader grouping. Establishment counts are for 327211 itself. |
| licence coverage — the register holds 54 of 56 US licensing jurisdictions, and 2,504 of its records carry no jurisdiction at all. A count of 39 is out of 54 searched, not out of 56. The unsearched jurisdictions are not evidence of no licence. |
| bonding_required_usd — no producer, and not estimated |
Stated rather than filled. An absence of match is not an absence of fact.
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