Opposition to AI data centers in Pennsylvania is emerging from groups with different political motives, according to an 18-month field study by the nonprofit Data & Society. Researchers interviewed 44 residents between 2024 and 2026 to understand how communities experience proposed developments.
Environmental groups focus on water use and power-related emissions. Other residents distrust AI companies, corporate influence or development in general. The researchers connect that skepticism to Pennsylvania’s history with coal, oil, steel and fracking, industries that brought jobs but also left environmental and economic damage. Construction unions are a notable source of support because large projects create substantial building work, even if completed facilities employ fewer people.
The debate is already affecting investment. Data Center Watch estimates that local opposition disrupted projects worth $68 billion nationwide in the second quarter of 2026. Public surveys cited by TechCrunch find more than 60 percent of Americans favor limits on new data centers, especially near their communities.
This qualitative study explains attitudes rather than measuring the facilities’ actual environmental or economic impact. Its practical lesson is that developers cannot answer opposition with one message: concerns span utility bills, land, water, pollution, jobs and trust in how decisions are made.