- Non-response: Participants may refuse to answer certain questions. - Loss to Follow-up: Participants might drop out of a study over time. - Data Entry Errors: Mistakes during data collection or entry can result in missing information. - Technical Issues: Problems with data collection tools or software can lead to incomplete datasets.