The answer is ethics.
Sociologist must follow research ethics to achieve truth, honesty, and openness. One of the sample of unethical research methodology is by falsifying the data. Sometimes, after spending million of dollars from the research fund, researchers still havent obtain the data that they wanted. To make the research look more successfull, they often falsify the datas.