Introduction The QS World University Rankings, published annually by Quacquarelli Symonds, is one of the most recognized and influential rankings of global universities. Its significance lies not only in its ability to evaluate the performance of universities around the world but also in how it impacts student choice, funding, and institutional branding. With the increased