The hidden rules of academic authorship often disadvantage women researchers, leading to issues like ghost and gift authorship. A study revealed that many researchers experience problematic authorship practices, with women facing more challenges. To promote equity, clear authorship policies and training are essential for fostering open discussions and fair recognition in collaborative research.