The Beacon Hill Institute (BHI) found a suitable “natural experiment” that allowed it to formally compare the costs of projects with and without a PLA. Driven by an increase in the student population in the early 2000s and encouraged by state financial support, many towns and cities across the country have financed school construction over the past two decades. Schools have similar characteristics, such as classrooms, cafeterias, gymnasiums, and other features. Some cities or towns had PLAs in effect during the construction bidding process, while others did not. Using data on construction costs for school projects, adjusted for inflation using an appropriate construction cost index, they estimated the difference in cost per square foot between schools with a PLA in effect and those without. BHI conducted six studies over nearly two decades and consistently found that PLAs increased construction costs by an average of 16.5%. Other studies found similar results.
Reported increase in construction costs under a PLA, by study · percent
Average across the ten studies: 16.2%.
Researchers at the National University System Institute for Policy Research researched school construction projects in California. The study analyzed 551 California public school construction projects built between 1995 and 2009, including 65 projects constructed under PLAs, to determine whether PLAs affect costs. After adjusting for inflation and controlling for factors such as square footage, demolition, gyms, pools, and construction dates, the authors found that PLA projects cost 13% to 15% more. Multiple regression models, weighted tests, and robust estimators consistently show PLA use correlating with higher costs.
A RAND report analyzed 98 new-construction Proposition HHH (a large-scale fiscal initiative meant to spur the production of permanent supportive housing projects in Los Angeles) projects alongside a comparison group of non-HHH affordable housing projects to determine how the HHH PLAs affected both project size and construction costs. Because the PLA applied only to projects with 65 or more units, developers responded strategically: 22 HHH projects clustered at 60–64 units. In contrast, only one project landed just above the threshold, demonstrating clear avoidance behavior. After controlling for project characteristics, the study finds that PLA-covered projects cost about $43,000 more per unit, a 14.5% increase in construction costs. A simulation combining cost effects and project-size shifts estimates that, without the PLA, Los Angeles would have produced approximately 800 additional housing units, equal to 11% of the entire 7,305-unit HHH pipeline.
This report’s findings complement a separate, earlier RAND analysis of HHH PLA projects, which examined 75 completed supportive-housing developments and found that PLA-covered projects cost $92,700 more per unit and took eight months longer to complete. Together, the two studies show a consistent pattern: the PLA increased per-unit costs and reduced total housing output, both by raising construction expenses and by incentivizing developers to propose smaller projects to avoid PLA coverage.
The New Jersey Department of Labor conducted a study of PLAs under the Project Labor Agreement Act of 2002, which authorized PLAs for projects over $5 million. The law required the state to evaluate annually whether PLAs are advancing public interests—including cost control, efficiency, quality, timely completion, and equitable workforce participation. To meet that mandate, the 2010 report analyzes all public building projects completed in FY2008 and compares outcomes for PLA and non-PLA projects. The study found that PLAs were used sparingly, appearing in only 12 of 108 eligible FY2008 projects (11%) and almost entirely in school construction. Since 2002, 409 projects met the PLA threshold, but only 70 used PLAs (17.1%), with 96% of PLA projects administered by the Schools Development Authority.
Cost comparisons showed clear differences. Among 75 new schools built between 2002 and 2008, PLA schools averaged $260 per sq. ft., compared with $199.19 for non-PLA schools—a 30.5% premium. PLA schools also cost more per student ($47,723 vs. $39,978). Even after controlling for region, school type, and size, PLA projects remained more expensive, with only 37% of the cost gap explained by measurable factors.
Construction duration also differed. In FY2008, PLA school projects averaged 100.1 weeks, compared with 77.5 weeks for non-PLA projects. However, this was largely because PLA projects were more often new schools, which take longer to build. When comparing only new schools, durations were nearly identical—106.9 weeks for PLA vs. 105.5 weeks for non-PLA. Overall, the study concludes that PLA projects tended to cost more and take longer.
The Department of Veterans Affairs commissioned a 2009 study to evaluate how PLAs might affect construction cost, schedule, labor availability, and project delivery on major VA projects. The analysis focused on five cities where the VA had upcoming work: Denver, New Orleans, New York City, Orlando, and San Francisco. The authors reviewed existing research and interviewed contractors, unions, and industry groups to understand local labor markets and estimate PLA cost impacts. The study found that PLA effects vary significantly by region. In highly unionized cities such as New York and San Francisco, PLAs can be cost-neutral or even produce modest savings. In New York and San Francisco, estimated PLA impacts ranged from a 1.5% decrease to a 1.5% increase in a stable economy, and potential savings of 2% to 5% during poor economic conditions. In contrast, in cities with low union presence—Denver, New Orleans, and Orlando—the study found that PLAs would likely increase costs due to reduced bidder competition, required union benefit contributions, and reliance on out-of-state labor. Estimated cost increases in these cities ranged from 5% to 9%. Case studies reinforced these findings; for example, the use of a PLA at Harrah’s Poydras Hotel in New Orleans increased total construction costs by an estimated 10% to 15%. Overall, the study concluded that PLAs may offer stability and labor-supply advantages in heavily unionized markets but are likely to raise costs in regions with lower union membership.
The body of evidence is clear that PLAs increase construction costs. On average, these studies find that PLAs increase costs by 16.2%. While the analysis is clear, what happens in the real world where projects are bid with a PLA and then without one?