Data collection involves multiple approaches. Epidemiological studies track health outcomes in populations exposed to certain chemicals, while clinical trials are controlled experiments that assess the effects of a substance in a clinical setting. Case reports provide detailed accounts of individual instances of exposure and toxicity. Additionally, in vitro studies using cultured cells and in vivo studies using animal models contribute to understanding human toxicity.