ILMA University

EXECUTIVE SUMMARY AND STRATEGIC VISION

ILMA University presents a complex integrity profile, with an overall risk score of 3.232 that highlights a duality in its operational practices. The institution demonstrates commendable strengths and robust control in several key areas, including a prudent management of institutional self-citation, a very low rate of hyper-authored or redundant publications, and a notable capacity for generating impactful research with its own leadership. However, these strengths are overshadowed by significant and urgent vulnerabilities, particularly the critically high rates of multiple affiliations and retracted output, complemented by medium-level risks in publication in discontinued journals and the presence of hyperprolific authors. According to SCImago Institutions Rankings data, the university holds prominent national positions in several thematic areas, including Earth and Planetary Sciences (1st in Pakistan), Economics, Econometrics and Finance (2nd), and Social Sciences (4th). This academic leadership is at odds with the identified integrity risks. The institutional mission to "achieve excellence" and nurture "socially responsible communities" is directly threatened by indicators suggesting a potential systemic failure in quality control and ethical oversight. To safeguard its reputation and ensure its thematic strengths are built on a foundation of trust, it is imperative that the university prioritizes a comprehensive review of its research governance policies, focusing on authorship, affiliation, and publication channel selection.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 6.540, a figure that stands in stark contrast to the national average of -0.021. This reveals a severe discrepancy between the institution's practices and the national norm, suggesting that the risk activity observed is highly atypical for its context and warrants a deep integrity assessment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the disproportionately high rate at the university can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This practice, if unmanaged, can compromise the transparency of academic evaluation, and an urgent review of affiliation policies is necessary to ensure they align with international best practices.

Rate of Retracted Output

With a Z-score of 8.063, the institution significantly exceeds the already high national average of 1.173. This constitutes a global red flag, positioning the university as a leader in risk metrics within a country already facing critical challenges in this area. Retractions are complex events, but a rate this far above the global average alerts to a profound vulnerability in the institution's integrity culture. It strongly suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and decisive qualitative verification by management.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is -0.694, which is notably lower than the national average of -0.059. This demonstrates a prudent profile, indicating that the university manages its citation processes with more rigor than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's low rate suggests it successfully avoids the risks of scientific isolation or 'echo chambers,' ensuring its work is validated by the broader external community and its academic influence is not artificially inflated by internal dynamics.

Rate of Output in Discontinued Journals

The university shows a Z-score of 1.006, slightly above the national average of 0.812. This indicates a high exposure to this particular risk, suggesting the institution is more prone to showing alert signals than its environment average. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need for improved information literacy to avoid 'predatory' practices.

Rate of Hyper-Authored Output

With a Z-score of -1.286, the institution's rate is well below the national average of -0.681. This low-profile consistency demonstrates an absence of risk signals that aligns with the national standard of low activity in this area. The data suggests that the university is effectively managing authorship practices, avoiding the risk of author list inflation that can dilute individual accountability and transparency. This indicates a healthy distinction between necessary collaboration and questionable 'honorary' authorship practices.

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

The institution registers a Z-score of -0.847, while the national context shows a medium-risk average of 0.218. This signals a state of preventive isolation, where the center does not replicate the risk dynamics observed in its environment. A wide positive gap can suggest that scientific prestige is dependent on external partners. In contrast, the university's negative score is a positive indicator of sustainability, suggesting that its scientific prestige is structural and results from real internal capacity, as it exercises intellectual leadership in its most impactful research.

Rate of Hyperprolific Authors

The institution's Z-score is 1.859, significantly higher than the national average of 0.267. This demonstrates high exposure, indicating the center is more prone to showing alert signals related to extreme productivity than its national peers. While high productivity can evidence leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.

Rate of Output in Institutional Journals

The university has a Z-score of -0.268, which is lower than the already minimal national average of -0.157. This reflects a state of total operational silence, with an absence of risk signals even below the national baseline. In-house journals can raise conflicts of interest, but the institution's extremely low reliance on them is a sign of robust integrity. It indicates that its scientific production consistently undergoes independent external peer review, maximizing global visibility and avoiding the use of internal channels to bypass standard competitive validation.

Rate of Redundant Output

The institution's Z-score of -1.186 is considerably lower than the national average of -0.339. This low-profile consistency, where the absence of risk signals aligns with a low-risk national standard, is a positive finding. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing.' The university's very low score suggests its researchers are not engaging in the practice of dividing studies into minimal publishable units to artificially inflate productivity, thereby upholding the value of significant new knowledge over mere volume.