Prevention of falsification involves fostering a culture of ethical research and transparency. Institutions should provide training on research ethics and establish clear guidelines for data management and reporting. Encouraging open data practices, where researchers share their data and methodologies, can also reduce the risk of falsification. Regular audits and the promotion of a collaborative research environment can further help in preventing unethical practices.