| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.748 | -0.526 |
|
Retracted Output
|
-0.014 | -0.173 |
|
Institutional Self-Citation
|
-0.147 | -0.119 |
|
Discontinued Journals Output
|
0.100 | 0.179 |
|
Hyperauthored Output
|
-1.201 | 0.074 |
|
Leadership Impact Gap
|
-0.610 | -0.064 |
|
Hyperprolific Authors
|
0.035 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.361 | -0.245 |
Osmaniye Korkut Ata University presents a balanced scientific integrity profile, with an overall risk score of -0.198 that indicates general alignment with expected standards. The institution demonstrates exceptional strengths in maintaining very low-risk levels for the Rate of Hyper-Authored Output and the Rate of Output in Institutional Journals, showcasing robust governance in authorship and publication channel selection. However, areas of moderate concern have been identified in the Rate of Output in Discontinued Journals and the Rate of Hyperprolific Authors, which require strategic attention. These findings are particularly relevant when contextualized with the university's outstanding performance in the SCImago Institutions Rankings, where it holds the #1 national position in Business, Management and Accounting, and Economics, Econometrics and Finance, alongside a top-tier #3 ranking in Earth and Planetary Sciences. The university's mission to "educate qualified individuals" and "do scientific research" that creates value is directly supported by its low-risk profile in most areas. Nevertheless, the identified medium-risk signals could undermine this commitment to excellence and leadership; publishing in low-quality journals or encouraging hyper-prolificacy can compromise the very "value creation" the mission champions. It is therefore recommended that the university leverage its strong integrity foundations to develop targeted policies that address these specific vulnerabilities, thereby ensuring its research practices fully embody its core values of quality and social responsibility.
With a Z-score of -0.748, which is lower than the national average of -0.526, the institution demonstrates a prudent and rigorous approach to managing researcher affiliations. This result suggests that the university's processes are more controlled than the national standard, effectively mitigating the risk of strategically inflating institutional credit through "affiliation shopping." While multiple affiliations are often legitimate, the university's contained rate points to a clear and well-defined policy on how collaborations and appointments are credited, reinforcing transparency in its academic footprint.
The institution's Z-score for retracted output is -0.014, slightly higher than the national average of -0.173, yet still within a low-risk range. This subtle elevation points to an incipient vulnerability that warrants review before it escalates. Retractions can be complex, but a rate that edges above the national baseline, however slightly, may suggest that pre-publication quality control mechanisms could be strengthened. It serves as an early warning to ensure that potential recurring malpractice or a lack of methodological rigor are addressed proactively, safeguarding the institution's integrity culture.
The university's Z-score of -0.147 for institutional self-citation is statistically normal and aligns closely with the national average of -0.119. This indicates that the institution's level of self-referencing is as expected for its context, reflecting a healthy continuity of its research lines without signaling scientific isolation. The data does not suggest the presence of 'echo chambers' or an endogamous inflation of impact; rather, it points to a balanced integration within the broader scientific community, where its work is validated both internally and externally.
The institution shows a Z-score of 0.100 in this medium-risk indicator, which is notably better than the national average of 0.179. This suggests a form of differentiated management, where the university is successfully moderating a risk that appears more common across the country. Despite this relative success, the medium-risk signal itself constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a portion of its scientific production is still being channeled through media that may not meet international ethical or quality standards, highlighting an ongoing need to enhance information literacy among researchers to avoid reputational harm and the misallocation of resources to predatory practices.
With a Z-score of -1.201, the institution exhibits a very low rate of hyper-authored publications, standing in stark contrast to the medium-risk national average of 0.074. This demonstrates a clear preventive isolation, where the university does not replicate the risk dynamics observed in its environment. This strong performance suggests that authorship practices are well-governed and transparent, effectively distinguishing between necessary large-scale collaboration and the dilutive effects of 'honorary' or inflated author lists. It is a clear sign of institutional integrity and accountability in research crediting.
The institution's Z-score of -0.610 is significantly lower than the national average of -0.064, indicating a prudent profile where scientific prestige is built on solid internal foundations. This low gap suggests that the university's excellence metrics are a result of its own real capacity and intellectual leadership, rather than being overly dependent on external partners. This demonstrates a sustainable model of scientific development, where the institution is not just a participant but a leader in its collaborative research endeavors, ensuring its impact is both structural and endogenous.
The university's Z-score of 0.035 places it in a medium-risk category, representing a moderate deviation from the low-risk national standard of -0.430. This indicates that the institution is more sensitive than its national peers to risk factors associated with extreme publication volumes. This signal warrants a review of institutional pressures and incentives, as it alerts to potential imbalances between quantity and quality. Such a trend could point to risks like coercive authorship or data fragmentation, where the focus on metrics may overshadow the integrity of the scientific record and the requirement for meaningful intellectual contribution from each author.
With an exceptionally low Z-score of -0.268, the institution effectively isolates itself from the medium-risk national trend (Z-score of 0.119). This result is a strong positive indicator, showing that the university avoids the risks of academic endogamy and potential conflicts of interest by not relying on its own journals for dissemination. This practice ensures that its scientific production overwhelmingly passes through independent, external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -0.361 for redundant output is lower than the national average of -0.245, reflecting a prudent profile in its publication practices. This suggests that the university manages its research output with more rigor than the national standard, effectively discouraging the practice of 'salami slicing.' By maintaining a low rate of bibliographic overlap between publications, the institution demonstrates a commitment to publishing significant, coherent studies rather than artificially inflating productivity metrics, thereby contributing more robust and valuable knowledge to the scientific community.
