Like any measuring device, tire pressure gauges can lose accuracy over time due to wear and tear or mishandling. It's important to periodically calibrate or check the accuracy of your gauge using a known standard or by comparing it with other reliable gauges. Some digital gauges may allow for calibration adjustments, while analog gauges may require professional calibration if they become significantly inaccurate.