| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.871 | -0.526 |
|
Retracted Output
|
-0.080 | -0.173 |
|
Institutional Self-Citation
|
0.714 | -0.119 |
|
Discontinued Journals Output
|
-0.162 | 0.179 |
|
Hyperauthored Output
|
-1.302 | 0.074 |
|
Leadership Impact Gap
|
-2.006 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-1.186 | -0.245 |
Igdir University presents a robust scientific integrity profile, with an overall risk score of -0.501 that indicates a performance significantly stronger than the national average. The institution's primary strengths lie in its exceptional governance, demonstrating a remarkable ability to insulate itself from systemic risks prevalent in the country, particularly regarding publication in discontinued journals, hyper-authorship, and reliance on institutional journals. These low-risk indicators are complemented by outstanding thematic performance in key areas, with SCImago Institutions Rankings placing the university among Turkey's elite in Computer Science (4th), Pharmacology, Toxicology and Pharmaceutics (7th), and Veterinary (20th). This strong integrity framework directly supports the university's mission to uphold "social responsibility" and "ethical values." However, the one area of moderate concern—an elevated Rate of Institutional Self-Citation—presents a strategic challenge to its ambition to "contribute to the universe's science," as it may suggest a degree of scientific isolation. To fully align its demonstrated excellence with its global aspirations, the university is advised to foster practices that encourage broader external validation and international citation impact, thereby ensuring its significant contributions receive the global recognition they merit.
The institution's Z-score of -0.871 is significantly lower than the national average of -0.526. This demonstrates a risk profile that is not only low but also more conservative than the national standard, indicating a consistent and controlled approach to affiliations. While multiple affiliations can be a legitimate outcome of collaboration, the university's very low rate provides strong assurance against strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and transparent representation of its research partnerships.
With a Z-score of -0.080, the institution's rate is slightly higher than the national average of -0.173, though both fall within a low-risk range. This subtle divergence suggests an incipient vulnerability that warrants monitoring. Retractions can be complex, sometimes reflecting responsible error correction. However, a rate that edges above the national baseline, even if low, serves as a reminder to ensure that quality control and supervision mechanisms prior to publication remain robust to prevent any potential systemic issues from developing.
The institution exhibits a Z-score of 0.714, a notable deviation from the national average of -0.119. This shift from a low-risk national environment to a medium-risk institutional profile is a key area for strategic attention. A certain level of self-citation is natural, but this disproportionately high rate signals a potential 'echo chamber' where work may not be receiving sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence might be oversized by internal dynamics rather than validated by the broader global scientific community.
The institution's Z-score of -0.162 contrasts sharply with the national average of 0.179, showcasing remarkable institutional resilience. By maintaining a low-risk profile, the university effectively mitigates a systemic risk that is moderately prevalent at the country level. This performance indicates that strong due diligence is applied in selecting dissemination channels, successfully protecting the institution from the severe reputational risks associated with channeling work through media that do not meet international ethical or quality standards and avoiding 'predatory' practices.
With a Z-score of -1.302, the institution demonstrates a clear preventive isolation from the moderate risk of hyper-authorship observed at the national level (Z-score: 0.074). This exceptionally low score indicates that the university's research culture is independent of national trends toward author list inflation. It serves as a strong signal of a commitment to transparency and meaningful individual accountability, effectively distinguishing its collaborative practices from 'honorary' or political authorship.
The institution's Z-score of -2.006 is exceptionally low, far surpassing the national average of -0.064. This result indicates that the university's scientific prestige is built upon a foundation of strong internal capacity and intellectual leadership. The near-total absence of a gap suggests that its high-impact research is overwhelmingly led by its own academics, demonstrating that its excellence is structural and sustainable, not dependent on a strategic positioning in collaborations where it does not exercise primary intellectual control.
The institution's Z-score of -1.413 is significantly lower than the national average of -0.430, highlighting a very low-risk profile in an already low-risk environment. This absence of extreme individual publication volumes points to a healthy institutional balance between quantity and quality. It suggests a research culture that prioritizes meaningful intellectual contribution over the inflation of metrics, thereby avoiding the risks of coercive authorship or the assignment of authorship without substantive participation.
The institution's Z-score of -0.268 marks a clear disconnection from the national trend, where the average is 0.119. By maintaining a very low rate of publication in its own journals, the university effectively isolates itself from a moderate risk prevalent in the country. This practice demonstrates a strong commitment to independent, external peer review and avoids the conflicts of interest inherent in acting as both judge and party. This approach enhances the global visibility and competitive validation of its research, steering clear of academic endogamy or the use of internal channels as 'fast tracks' for publication.
With a Z-score of -1.186, the institution shows a much lower risk of redundant publications than the national average of -0.245. This very low score indicates a robust defense against the practice of fragmenting data into minimal publishable units, often called 'salami slicing.' It suggests a culture that values the publication of coherent, significant studies over the artificial inflation of productivity metrics, thereby protecting the integrity of the scientific record and respecting the resources of the peer-review system.
