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Academic ranking systems have become an important part of global higher education. Students read them when choosing where to study. Parents use them to better understand institutions. Universities follow them to measure progress, improve quality, and communicate their strengths to the public. Employers, researchers, and international partners also look at rankings when evaluating academic reputation and institutional direction. Because rankings have such a strong influence, t