Pennsylvania has $0.7B in tracked subsidies across 4931 beneficiary companies. 429 of these companies also donated to political campaigns (9% donor rate).

$0.7B Total Subsidies Tracked
4,931 Beneficiary Companies
429 Donor-Beneficiaries Matched 9% donor rate
$5.6M Total Donated by Beneficiaries

Key Findings

  • 429 of 4,931 subsidized companies (8.7%) made campaign donations — $5.6M total.
  • $2.6M in donations flowed from beneficiaries to 335 political committees. Top recipient: Pennsylvania House Democratic Campaign Committee ($678,675).
  • 7 companies showed statistically significant pre-award donation spikes (BH-corrected, q<0.05). Top: KNOLL (0.0× baseline, z=0.0).
  • $708M in total subsidies tracked across 4,931 beneficiary companies in Pennsylvania.

Political Committee Activity

$2.6M Total donated to committees
335 Committees receiving funds

Top recipient: Pennsylvania House Democratic Campaign Committee ($679K — 0.24% beneficiary-funded)

Pre-Award Donation Spikes

7 companies showed statistically unusual donation increases in the years around their subsidy award (Benjamini-Hochberg corrected, q<0.05).

Largest spike: KNOLL (0× baseline, z=0)

How we calculated this

State summaries aggregate county-level data from Good Jobs First subsidy records cross-referenced with state campaign finance databases. Donor rates reflect the percentage of subsidy recipients matched to campaign contributors. County scorecards use a composite weighted score (subsidy concentration 35%, donor overlap 30%, tax burden 20%, WARN notices 15%).

Full methodology →