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The National Institutional Ranking Framework (NIRF) will soon introduce negative marking for several parameters, including retracted research papers and citation of tainted papers, according to officials. The tenth edition of the NIRF was announced by Union Education Minister Dharmendra Pradhan. Since its inception, the NIRF has never had negative weightage. Anil Sahashrabudhe, chairman of the National Board of Accreditation (NBA), the agency managing the NIRF, said the framework would introduce negative marks for retraction of research papers by journals. "For the first time, penalties are being formally stitched into the ranking methodology to act against research malpractice and misrepresentation of data. The negative marking system will soon be declared and draft norms are being readied," he said. The NIRF evaluates institutions across five broad parameters: teaching and learning, graduation outcomes, research, outreach and perception. With over 8,700 institutions participating