Q: Which of the following statements about the use of data and Management Information Systems (MIS) in higher education governance are correct?
(A) Management Information Systems (MIS) can support evidence-based decision-making in higher education institutions;
(B) Collecting data on enrolment, performance and finances helps in planning and monitoring institutional effectiveness;
(C) Data privacy and security considerations are irrelevant when using digital MIS platforms;
(D) MIS reports can be used by leadership to track progress on strategic goals and quality indicators;
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Q: Which of the following statements about the National Institutional Ranking Framework (NIRF) are correct?
(A) NIRF uses parameters such as teaching, research, graduation outcomes and perception scores to rank institutions;
(B) Participation in NIRF rankings is voluntary for eligible institutions;
(C) NIRF rankings should be treated as the only basis for students choosing institutions;
(D) NIRF ranking data can be used by institutions as one input for internal quality improvement;
(E) NIRF rankings capture every dimension of institutional quality without any limitations;
(F) Institutions may misinterpret rankings if they focus only on position rather than underlying indicators;
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Q: Which of the following statements about quality indicators in higher education, as reflected in NAAC-type frameworks, are correct?
(A) Student–teacher ratio, research output and learning resources are important quality indicators in higher education institutions;
(B) Student support and progression indicators include retention, graduation and placement data;
(C) Quality assessment normally ignores any evidence related to governance, leadership or institutional values;
(D) Feedback from students, alumni and employers can be used as inputs for quality assessment and improvement;
(E) NAAC-type frameworks clearly state that documentation and data are not required for assessing institutional quality;
(F) Quality indicators are meant to be secret and should not be shared with stakeholders or used for planning;
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Q: Which of the following statements about quality indicators and performance metrics in higher education are correct?
(A) Key performance indicators for higher education institutions may include student-teacher ratio, research output, graduation rate and employability of graduates;
(B) Quality indicators in higher education focus only on physical infrastructure and ignore academic processes;
(C) Feedback from stakeholders is not considered relevant while developing quality indicators;
(D) Quality assurance frameworks completely avoid quantitative indicators and rely only on subjective impressions;
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