University Study Warns That ADAS Technician Shortfall Is a Safety Risk, Not Just a Staffing Problem

The University of North Florida (UNF) released a whitepaper in late July 2025 that examined the ADAS recalibration technician shortage across the automotive collision and glass repair industries. Commissioned by AirPro Diagnostics and based on surveys of 304 autobody and collision repair shops, the paper concluded that the shortage of technicians capable of properly recalibrating ADAS systems posed a material safety risk for motorists—not merely a business challenge for shops.

The core finding was striking: most shops in the study performed ADAS recalibrations on approximately 30 different vehicle brands. When UNF asked whether any single technician could "realistically service" ADAS systems across that range of brands, 232 of the 304 surveyed shops said no. Each of those 30-plus OEMs has its own camera hardware, calibration targets, software, and verification procedures—creating a competency demand that one person cannot feasibly meet across all brands.

The paper framed this not as a staffing inconvenience but as a public safety concern. ADAS systems—including automatic emergency braking, lane-keeping assistance, and adaptive cruise control—function correctly only when properly calibrated. A vehicle returned to its driver with a misaligned forward-facing camera may exhibit subtle ADAS failures that the driver doesn't notice until a safety-critical moment. If shops don't have the technicians to do the recalibration correctly, the safety promise of ADAS is undermined.

UNF researchers also found that OEM calibration procedures were frequently described by surveyed shops as long, unclear, and difficult to interpret. The gap between the complexity of OEM documentation and the practical expertise of available technicians was a recurring theme, reinforcing the need for better training resources and more standardized procedure presentation from manufacturers.

For independent glass shops, the UNF findings had immediate practical implications. A shop that performs recalibrations on a wide range of brands should assess honestly whether its technicians are adequately trained for each OEM's procedure. Where gaps exist, shops should either invest in targeted training, use remote calibration support services for OEMs outside their core competency, or be transparent with customers about which brands they can and cannot properly service.

The whitepaper was commissioned by AirPro Diagnostics, which makes remote-assistance calibration tools—meaning the study had an inherent advocacy interest. However, the underlying data was drawn from independent shop surveys conducted by UNF researchers, lending the findings credibility as an industry-wide assessment.