Most minor Contributor to Scientific Irreproducibility On the other hand, research fraud or willful misconduct may be the most minor contributor. While this is undoubtedly a serious problem, it appears to be relatively rare compared to other factors contributing to irreproducibility. Instead, the most prevalent contributors to the irreproducibility crisis include poor validation of materials, instruments, and protocols and mis- or over-interpret of data