| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.875 | -0.526 |
|
Retracted Output
|
-0.240 | -0.173 |
|
Institutional Self-Citation
|
-0.127 | -0.119 |
|
Discontinued Journals Output
|
-0.277 | 0.179 |
|
Hyperauthored Output
|
2.092 | 0.074 |
|
Leadership Impact Gap
|
0.463 | -0.064 |
|
Hyperprolific Authors
|
0.508 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.664 | -0.245 |
Ozyegin University demonstrates a robust overall scientific integrity profile, reflected in a low global risk score of 0.072. The institution exhibits notable strengths in maintaining research quality and ethical dissemination, with very low risk signals in Redundant Output and Output in Institutional Journals, and a resilient posture against the national trend of publishing in discontinued journals. These areas of excellence are counterbalanced by medium to significant risks related to authorship practices and collaborative dynamics, specifically in Hyper-Authored Output, Hyperprolific Authors, and a dependency on external partners for impact. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Computer Science, Engineering, Earth and Planetary Sciences, and Business, Management and Accounting. While these rankings affirm its academic strengths, the identified risks in authorship and impact dependency could challenge the core of its mission to "create, share, and apply knowledge in the service of society." An overemphasis on publication volume or collaborative credit without genuine intellectual leadership may undermine the creation of truly "useful knowledge" and compromise the long-term sustainability of its societal contributions. A strategic focus on reinforcing authorship transparency and fostering internal research leadership will be crucial to ensure its recognized thematic excellence is built upon an unshakeable foundation of scientific integrity.
The institution presents a Z-score of 0.875, which contrasts with the national average of -0.526. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's higher-than-average rate suggests a pattern that warrants closer examination. It is important to verify that these affiliations reflect genuine, substantive collaborations rather than strategic attempts to inflate institutional credit or "affiliation shopping," ensuring that all declared contributions are transparent and verifiable.
With a Z-score of -0.240, the institution demonstrates a prudent profile, managing its processes with more rigor than the national standard, which stands at -0.173. Retractions are complex events, and a low rate can signify responsible supervision and effective quality control. The university's performance, slightly better than the national average, suggests that its mechanisms for ensuring methodological rigor prior to publication are functioning well, reinforcing a culture of integrity where the correction of the scientific record is handled responsibly.
The institution's Z-score of -0.127 is in close alignment with the country's average of -0.119, indicating a level of risk that is statistically normal for its context. A certain degree of self-citation is natural and reflects the continuity of established research lines. The university's performance is consistent with national patterns, showing no signs of concerning scientific isolation or 'echo chambers.' This alignment suggests that the institution's academic influence is validated by the broader scientific community, avoiding the risk of endogamous impact inflation.
The university's Z-score of -0.277 contrasts sharply with the national average of 0.179, demonstrating strong institutional resilience. This performance indicates that the university's control mechanisms are effectively mitigating a systemic risk observed at the country level. While the national environment shows a medium-level vulnerability to publishing in journals that fail to meet international standards, the institution's low rate highlights a successful due diligence process in selecting dissemination channels. This protects the university from severe reputational risks and shows a commitment to channeling its scientific production through high-quality, ethical media.
With a Z-score of 2.092, the institution shows a significant risk level that accentuates a vulnerability already present in the national system, where the average is 0.074. This severe discrepancy indicates that the university's rate of hyper-authorship is atypical and amplifies a national tendency. Outside of "Big Science" contexts where extensive author lists are legitimate, such a high value can indicate author list inflation, which dilutes individual accountability and transparency. This critical signal suggests an urgent need to review authorship practices to distinguish between necessary massive collaboration and potentially inappropriate "honorary" or political authorship.
The institution's Z-score of 0.463 represents a moderate deviation from the national average of -0.064, indicating a greater sensitivity to this risk factor than its peers. This wide positive gap, where overall impact is notably higher than the impact of research led by the institution, signals a potential sustainability risk. It suggests that the university's scientific prestige may be dependent and exogenous, rather than structural. This divergence from the national norm invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from positioning in collaborations where the institution does not exercise primary intellectual leadership.
The university's Z-score of 0.508 shows a moderate deviation from the national average of -0.430, indicating that it is more sensitive to this risk than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This higher-than-average indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation. It suggests a need to review internal incentive structures to ensure they prioritize scientific integrity over sheer publication metrics.
The institution's Z-score of -0.268 is exceptionally low, especially when compared to the national average of 0.119. This demonstrates a clear case of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. While the national context shows a medium risk of academic endogamy, the university's near-absence of this practice signals a strong commitment to independent, external peer review. This approach avoids potential conflicts of interest, enhances the global visibility of its research, and ensures its scientific production undergoes standard competitive validation.
With a Z-score of -0.664, the institution exhibits low-profile consistency, as its absence of risk signals aligns with and even improves upon the national standard (-0.245). This very low value indicates a strong institutional culture that discourages data fragmentation or "salami slicing." By avoiding the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, the university demonstrates a commitment to producing significant new knowledge, thereby protecting the integrity of the scientific record and respecting the academic review system.
