| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.018 | -0.615 |
|
Retracted Output
|
3.705 | 0.777 |
|
Institutional Self-Citation
|
-0.892 | -0.262 |
|
Discontinued Journals Output
|
-0.207 | 0.094 |
|
Hyperauthored Output
|
-1.322 | -0.952 |
|
Leadership Impact Gap
|
-0.534 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
2.050 | -0.390 |
Islamic Azad University, Kerman, presents a strong overall integrity profile with a score of 0.765, characterized by exceptional performance in maintaining low-risk research practices across multiple key indicators. The institution demonstrates a robust commitment to avoiding academic endogamy, authorship inflation, and citation manipulation. This solid foundation, however, is significantly challenged by two critical vulnerabilities: a significant-risk level in the Rate of Retracted Output and a medium-risk level in the Rate of Redundant Output. While data on specific thematic strengths from the SCImago Institutions Rankings was not available for this report, these identified risks pose a direct threat to any mission centered on academic excellence and social responsibility. A high rate of retractions and fragmented publications can undermine the credibility and impact of the university's research, contradicting the core principles of reliable knowledge creation. To secure its scientific reputation, the university should leverage its evident strengths in governance to implement targeted interventions that address these specific weaknesses, thereby ensuring its operational practices fully align with a culture of unimpeachable scientific integrity.
The institution exhibits a Z-score of -1.018, which is notably lower than the national average of -0.615. This result indicates a very healthy and transparent approach to academic collaboration. The institution's performance surpasses the already low-risk national standard, demonstrating an absence of signals that might suggest strategic attempts to inflate institutional credit or "affiliation shopping." This low-profile consistency reinforces the legitimacy of its collaborative network and aligns with best practices for institutional representation.
With a Z-score of 3.705, the institution displays a significant-risk level that is substantially higher than the country's medium-risk average of 0.777. This finding suggests that the university not only reflects a national vulnerability but actively amplifies it, pointing to a concentrated local challenge. Retractions are complex, but a rate this far above the norm is a critical alert that pre-publication quality control mechanisms may be failing systemically. This suggests a deep vulnerability in the institution's integrity culture, possibly indicating recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific credibility.
The institution's Z-score of -0.892 is well below the national average of -0.262, signaling an exemplary practice in this area. This very low rate of self-citation demonstrates that the university successfully avoids the "echo chambers" that can arise from excessive internal validation. It is a strong indicator that the institution's academic influence is not being inflated by endogamous dynamics but is instead earned through genuine recognition from the external and global scientific community, reflecting a healthy integration into broader research conversations.
The institution maintains a Z-score of -0.207, a low-risk value that contrasts favorably with the national medium-risk average of 0.094. This demonstrates institutional resilience, suggesting that effective control mechanisms are in place to mitigate the systemic risks present in the wider environment. By steering its researchers away from channels that fail to meet international ethical or quality standards, the university effectively safeguards its reputation and ensures its scientific output is not wasted on predatory or low-quality platforms, showcasing strong due diligence in its dissemination strategy.
With a Z-score of -1.322, the institution shows a very low incidence of hyper-authorship, performing better than the national average of -0.952. This result points to a commendable culture of authorship where credit is likely assigned transparently and individual accountability is preserved. The absence of signals related to author list inflation suggests that the institution effectively distinguishes between necessary large-scale collaboration and questionable practices like honorary or political authorship, reinforcing the integrity of its research contributions.
The institution's Z-score of -0.534 indicates a low and healthy gap, which is a sign of strength compared to the country's medium-risk average of 0.445. This demonstrates institutional resilience and a high degree of scientific autonomy. The result suggests that the university's scientific prestige is not dependent on external partners but is driven by genuine internal capacity and intellectual leadership. This reflects a sustainable research model where excellence is structural and homegrown, rather than a byproduct of collaborations where the institution does not lead.
The institution records a Z-score of -1.413, a very low value that is significantly below the national average of -0.247. This is a strong positive indicator, suggesting a healthy balance between the quantity and quality of scientific output. The near absence of extreme individual publication volumes minimizes the risk of practices such as coercive authorship or assigning credit without meaningful participation. It reflects an environment where the integrity of the scientific record is prioritized over the simple inflation of publication metrics.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a practice that stands in stark, positive contrast to the medium-risk national average of 1.432. This represents a case of preventive isolation, where the university deliberately avoids the risk dynamics prevalent in its environment. By favoring external, independent peer review, the institution avoids potential conflicts of interest and academic endogamy. This commitment to global validation channels enhances the visibility and credibility of its research, signaling a clear rejection of using internal journals as 'fast tracks' for publication.
The institution's Z-score of 2.050 places it at a medium-risk level, a moderate deviation from the low-risk national standard of -0.390. This indicates that the university is more sensitive to this particular risk factor than its national peers. The score serves as an alert for the potential practice of "salami slicing," where studies may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice can distort the scientific evidence base and overburden the peer review system, warranting a review of institutional guidelines to encourage the publication of more significant, coherent bodies of work.