Khwaja Fareed University of Engineering and Information Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

Khwaja Fareed University of Engineering and Information Technology presents a profile of pronounced strengths and specific, high-priority vulnerabilities. With an overall integrity score of 0.381, the institution demonstrates exceptional performance in areas of intellectual leadership and publication ethics, notably showing a very low risk in the impact gap of its led research, output in institutional journals, and redundant publications. These strengths are foundational to its academic credibility. However, this positive performance is counterbalanced by significant risks in the rates of retracted output and hyperprolific authorship, which require immediate strategic intervention. The university's strong academic standing, evidenced by its top national rankings in Chemistry (3rd) and Physics and Astronomy (5th) according to SCImago Institutions Rankings data, provides a solid platform for this work. Aligning its integrity practices with its stated mission to meet "international standards" is paramount; the identified risks, particularly concerning retractions and authorship, directly challenge this objective and could undermine the value of its graduates. By addressing these specific vulnerabilities with targeted policies and enhanced oversight, the university can protect its reputation, fully align its operational reality with its aspirational mission, and solidify its role as a national leader in scientific excellence and integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.047 is statistically aligned with the national average of -0.021, indicating a risk level that is normal and expected for its context. This alignment suggests that the university's affiliation practices are in sync with national standards, showing no unusual signals. While multiple affiliations can sometimes be used to inflate institutional credit, the data here reflects a standard pattern of legitimate researcher mobility and collaboration, consistent with typical academic partnerships rather than strategic "affiliation shopping."

Rate of Retracted Output

With a Z-score of 0.878, the institution exhibits a significant rate of retractions, a critical issue that demands attention. Although this is a high-risk signal, it is comparatively lower than the national average of 1.173, suggesting the university is exercising slightly more control within a nationally compromised environment. Retractions are complex, but a rate this high suggests that pre-publication quality control mechanisms may be failing systemically. This pattern alerts to a vulnerability in the institution's integrity culture, potentially indicating recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.

Rate of Institutional Self-Citation

The institution presents a Z-score of 0.316, a medium-risk signal that moderately deviates from the low-risk national benchmark of -0.059. This divergence indicates that the university is more sensitive to this risk factor than its national peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate signals a potential for scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. It warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global community.

Rate of Output in Discontinued Journals

The university's Z-score of 0.378, while indicating a medium risk, demonstrates differentiated management when compared to the higher national average of 0.812. This suggests that while publishing in such journals is a common challenge in the country, the institution is more effectively moderating this risk than its peers. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting publication venues. The university's relative success in mitigating this issue is positive, but the existing risk indicates a continued need for information literacy training to avoid channeling research into media that do not meet international ethical standards, thereby preventing reputational damage and wasted resources.

Rate of Hyper-Authored Output

Displaying a Z-score of -0.915, the institution maintains a prudent profile that is more rigorous than the national standard of -0.681. Both scores fall within a low-risk range, but the university's lower value points to more robust and transparent authorship practices. This indicates a successful distinction between necessary, large-scale collaboration, which is legitimate in certain fields, and the potential for 'honorary' or political authorship practices. By managing this effectively, the institution reinforces individual accountability and the integrity of its authorship attributions.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -2.101 represents a key area of strength and demonstrates a preventive isolation from the risk dynamics observed at the national level (Z-score of 0.218). A negative score indicates that the impact of research led by the institution's own authors is higher than the impact of its overall collaborative output. This is an exceptional result, signaling that the university's scientific prestige is built on strong, structural internal capacity and intellectual leadership, rather than being dependent on external partners. This finding confirms that its excellence metrics are a result of genuine internal capabilities, ensuring long-term academic sustainability.

Rate of Hyperprolific Authors

The institution's Z-score of 2.483 is a critical red flag, indicating a significant-risk activity that sharply accentuates a vulnerability already present in the national system (Z-score of 0.267). This extreme publication volume among a subset of authors challenges the limits of human capacity for meaningful intellectual contribution. This indicator alerts to a severe imbalance between quantity and quality, pointing to high-impact risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation. This dynamic, which prioritizes metrics over the integrity of the scientific record, requires urgent review and intervention.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates total operational silence in this area, showing an absence of risk signals that is even more pronounced than the very low national average of -0.157. This is a clear indicator of strong governance and a commitment to external validation. By avoiding dependence on in-house journals, the university effectively eliminates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent, external peer review, thereby maximizing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -0.789 signifies a very low risk, demonstrating a low-profile consistency that aligns with the healthy national standard (Z-score of -0.339). This absence of risk signals indicates that the university's researchers are not engaging in 'salami slicing'—the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant work upholds the integrity of the scientific evidence base and shows respect for the academic review system.