The identification of participants affects the validity and generalizability of the study findings. If participants are not appropriately selected, the study may suffer from selection bias, which can lead to incorrect conclusions. Proper identification helps in achieving a high level of internal validity and ensures that the study population accurately reflects the broader population, enhancing external validity.