Factors that can mess up a Holter monitor include electric blankets, razors, toothbrushes, magnets, metal detectors, and microwave ovens. These items should be avoided to ensure accurate results. Additionally, showering, swimming, and taking X-rays should also be avoided while wearing the monitor.