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Globe/United States/West Virginia/Harrison County

Harrison County

North-Central West Virginia (I-79 / Bridgeport-Clarksburg), West Virginia · 66K people · $3.5B GDP

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Timeline
2026Present
NOW
EVENT HORIZON
2020202620302035204020452050
North-Central West Virginia (I-79 / Bridgeport-Clarksburg)

Future Path

Pick a future path. Every number on this page updates with the impacts and the ranked actions for that path.

Disruption Profile

Baseline + Probable

High — Median household income $59K (+6% vs state median) -- near the state median.

High — Active disruption underway in key sectors

Moderate — Building pressure in key sectors

Moderate — Building pressure in key sectors

Moderate — Moderate exposure across select industries

Moderate — Moderate exposure across select industries

Moderate — Moderate exposure across select industries

Low — AI Exposure Index: 38/100 -- lower vulnerability to AI-driven workforce disruption.

Minimal — Limited disruption signal

Harrison County vs West Virginia Average

Harrison County exceeds West Virginia average on 5/9 dimensions. Highest divergence: Social Trust (-30)

Click a dimension label to explore

Harrison West Virginia US Avg

Projected impact · 2026

Stakes for Harrison County

Probable cone · 1.00x

With 29K jobs in Harrison County and AI exposure at 38/100, here is what the model projects through 2031 under the probable cone (default 5-year horizon — scrub the timeline to extend).

Model: at-risk = workforce × (AI exposure ÷ 100) × ((year − 2020) ÷ 10, capped 0-1) × cone multiplier. Each STEEPE-point improvement preserves ~1% of at-risk jobs. The same formula runs backwards (retrodiction) and forwards (projection), so scrubbing pre-2026 shows what the model says was already exposed by that year.

See per-dimension breakdown

How 7 actions distribute across 3 dimensions, plus near-term vs medium-term lists.

If Harrison County implements all 7 recommended actions, the model projects these dimensional improvements.

Education Value
60+20 pts
Close the Skills Gap with AI-Ready Credentials /Pre-emptive Reskilling Pipeline: Routine federal back-office processing /Sector-Aligned K-12 + Community College Pipeline /Registered Apprenticeship Expansion: Education & Health Services
AI > AGI > ASI
20+7 pts
Anchor Employer AI Co-Investment Compact /Universal Broadband for AI Economy Participation
Social Trust
69+4 pts
Pre-Positioned Displaced Worker Rapid Response
Near-term (1-3 yr)+29 pts

6 actions within local control

  • - Close the Skills Gap with AI-Ready Credentials
  • - Pre-emptive Reskilling Pipeline: Routine federal back-office processing
  • - Sector-Aligned K-12 + Community College Pipeline
  • - Anchor Employer AI Co-Investment Compact
  • - Registered Apprenticeship Expansion: Education & Health Services
  • - Pre-Positioned Displaced Worker Rapid Response
Medium-term (3-7 yr)+2 pts

1 action requiring partnerships or advocacy

  • - Universal Broadband for AI Economy Participation

Action Plan

Probable path

Top recommendations for Harrison County, ranked by estimated impact. 7 total · +31 pts combined.

Who Can Act

Of 7 recommended actions for Harrison County, 6 are within direct control. Tap a sphere to see the actions and what each one does.

Acting on the 6 local levers alone (+29 STEEPE pts) is the fastest path to shifting the probable→preferred future cone for this county.

Top Employers — Harrison County

The 8 largest employers shaping the local labor market. Tap any row for the public-data profile and AI-exposure assessment.

Economic Development Authority

Harrison County Development Authority

North-Central WV Federal & Energy Corridor Strategy

Website

Target Sectors

Federal Administration & Defense Contracting (CJIS-adjacent data services)Natural Gas Midstream & Methane-Monitoring TechnologyHealthcare & Behavioral Health (United Hospital Center expansion)Aerospace MRO at North-Central WV Airport (CKB)

Active Programs

  • +Appalachian Regional Commission (ARC) POWER grants for energy-transition workforce
  • +WV Jobs Investment Trust
  • +Robert C. Byrd Institute advanced-manufacturing extension support
  • +Pierpont C&TC workforce training pipelines (gas-services, IT/data-systems)

Recent Wins

FBI CJIS Division sustained workforce (~3,000 federal jobs anchor)
2024
North-Central WV Airport (CKB) federal-related aerospace MRO activity
2024

Supporting detail

Open any section to dig into the underlying data.

Layoff history (WARN)

Federal layoff filings on the timeline

WARN Act Notices (2020-2026)

Notices

0

Workers

0

Layoff Rate

0%

of total employment

2025

0

Workers Affected by Year

0
2020
0
2021
0
2022
0
2023
0
2024
0
2025
0
2026

Recent Notices

Source: WorkForce West Virginia WARN. Federal WARN Act: 60-day notice for mass layoffs (50+ workers) at employers with 100+ employees.

Disruption scenarios

Exponential impact paths driven by the timeline

Exponential Impact Scenarios

Cross-signal alerts

When multiple risk signals converge on this county

Convergence Alerts

highPolitical-Economic Instabilitystrength 65%
Political 74/55Economic 75/55Social 50/50

Political instability + economic stress + declining social trust creates a governance crisis environment. Regulatory uncertainty compounds economic disruption.

Precedent: 2008-2010: Financial crisis + political polarization + institutional trust erosion created conditions for lasting policy instability.

Harrison County: 3 dimensions converging above thresholds simultaneously.

highClimate-Economic Nexusstrength 55%
Ecological 57/55Economic 75/50

Ecological stress amplifies economic disruption through insurance costs, infrastructure damage, supply chain disruptions, and forced migration patterns.

Precedent: Hurricane Katrina (2005), Texas winter storm (2021): climate events created multi-year economic disruption in affected regions.

Harrison County: 2 dimensions converging above thresholds simultaneously.

buildingSocial-Political Fracture95% to trigger
Social 50/55 Political 74/55 ✓

Approaching convergence threshold. 1 dimension still below trigger level.

Full economic profile

Demographics, employment, sectors, incentives

EVI: stableBASELINENon-Metro (RUCC 5)

Housing & Infrastructure

Median Home Value

$152K

Homeownership

73.5%

Median Rent

$770

Broadband Access

84.0%

Avg Commute

22 min

Labor Force Part.

58.0%

Very affordable market by national standards. Federal CJIS workforce supports a steady professional-housing segment in Bridgeport and surrounding suburbs that is stronger than typical for non-metro WV.

Employment by Sector

Public Administration (incl. FBI CJIS federal jobs)14.5%
Education & Health Services18.2%
Mining, Quarrying & Oil/Gas Extraction6.4%
Trade, Transportation & Utilities16%
Professional & Business Services (federal contractors)10.1%

Population & Talent

Population

66K

Change Since 2020

-1.2%

Median Age

42.5

Federal anchor and Marcellus gas employment buffer the county against the steep outmigration seen in southern coalfield counties. Modest net loss reflects statewide demographic drag rather than acute local collapse.

North-central WV anchored by FBI CJIS Division (~3,000 federal jobs in Bridgeport) and Marcellus Shale gas production. Federal anchor and gas severance revenue insulate Harrison from the structural distress facing southern WV coalfield counties. Opioid-crisis pressure remains real, and population is modestly below 2010 peak, but the local economy is meaningfully more resilient than the WV statewide pattern.

Sources

Census ACS 2024: Harrison County, WVBLS West Virginia Employment SummaryEIA West Virginia State Energy ProfileFBI Criminal Justice Information Services Division

Grant matches

Federal funding aligned to county levers

Target industries

Sectors prioritized by the county strategy

Sectors aligned with the county’s diversification strategy and AI impact assessment.

1.FBI CJIS / Federal Administration

AI tailwind

The FBI Criminal Justice Information Services Division in Bridgeport is the single largest non-extraction employer in north-central WV with roughly 3,000 federal jobs (and a long bench of contractor jobs in the surrounding corridor). CJIS runs NCIC, NICS, NGI biometrics, and UCR. AI-assisted biometrics and data-systems modernization are accelerating in-house and through contractors. Robert C. Byrd's earmark legacy concentrated disproportionate federal infrastructure here.

2.Natural Gas (Marcellus Shale) & Midstream

AI mixed

Marcellus and Utica shale extraction has replaced coal as the dominant extractive industry in north-central WV. Antero Resources and EQT operate significant acreage in and around the county. Gas extraction is capital-intensive and employs far fewer workers per dollar than coal did, but generates stronger county severance revenue. AI-driven methane monitoring (EPA OOOOb, EU CBAM pressure) is the most concrete tech overlay.

Back to West Virginia

County data: Census ACS, BLS, BEA. Disruption Profile scores 0-100 (higher = more disruption). Timeline adjusts projections.

3.Healthcare (United Hospital Center / WVU Medicine)

AI tailwind

United Hospital Center in Bridgeport is the regional medical hub for north-central WV, part of the WVU Medicine system. It serves a wide rural catchment with substantial opioid-crisis caseload, an aging population, and chronic-disease burden. Telemedicine and AI-assisted diagnostics have outsized impact given regional isolation and physician shortages.

4.Light Manufacturing & Mining/Gas Services

AI mixed

Legacy glass and light manufacturing combined with oilfield services for Marcellus operators. North-Central WV Airport (CKB) in Bridgeport hosts aerospace MRO activity. Workforce skills overlap with gas-services fabrication. Automation pressure is real but the scale is modest compared to historical coal-region manufacturing centers.

5.Workforce Training & Higher Education

AI tailwind

Salem University (Salem) and Pierpont Community & Technical College (Clarksburg site) supply the local talent pipeline. Federal CJIS demand and Marcellus gas demand pull workforce programs toward IT/data-systems and energy-trades respectively. State and federal retraining dollars (ARC POWER, RECOMPETE-adjacent) flow into this stack.

Best-case opportunities

What this county wins in the preferred future

Sources

Government, academic, and live data feeds

Census QuickFacts: Harrison County, WVBLS West Virginia Employment SummaryEIA West Virginia State Energy ProfileFBI Criminal Justice Information Services DivisionState of West Virginia