| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.415 | -0.526 |
|
Retracted Output
|
-0.465 | -0.173 |
|
Institutional Self-Citation
|
0.924 | -0.119 |
|
Discontinued Journals Output
|
0.076 | 0.179 |
|
Hyperauthored Output
|
-0.754 | 0.074 |
|
Leadership Impact Gap
|
0.669 | -0.064 |
|
Hyperprolific Authors
|
0.176 | -0.430 |
|
Institutional Journal Output
|
0.832 | 0.119 |
|
Redundant Output
|
0.729 | -0.245 |
Cumhuriyet University presents a nuanced integrity profile, with an overall score of -0.087 indicating a position close to the global average but with distinct areas of strength and vulnerability. The institution demonstrates exceptional control in fundamental areas of research integrity, showing very low risk in the rates of retracted output and multiple affiliations, which points to a solid governance foundation. However, this is contrasted by a cluster of medium-risk indicators related to citation and authorship practices, including institutional self-citation, hyperprolific authors, and a significant reliance on institutional journals, where the university's risk levels often exceed national averages. These patterns suggest a tendency towards academic insularity that could limit the global reach of its research. Thematically, the university excels in specific fields, with SCImago Institutions Rankings data highlighting top-tier national positions in Dentistry, Veterinary, Earth and Planetary Sciences, and Biochemistry, Genetics and Molecular Biology. This specialized strength is a key asset, but the identified integrity risks—particularly those suggesting endogamy and a dependency on external partners for impact—pose a direct challenge to its mission of producing "universal knowledge" and competing on a "national and international" stage. To fully leverage its thematic strengths and align with its mission, the university is encouraged to implement strategies that foster greater external validation and global integration of its scientific output, ensuring its contributions are both robust and universally recognized.
The institution exhibits a Z-score of -1.415, significantly lower than the national average of -0.526. This demonstrates a clear alignment with the country's low-risk environment, indicating that the university's affiliation practices are exceptionally conservative. The absence of risk signals in this area confirms that there is no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a consistent and transparent approach to academic collaboration.
With a Z-score of -0.465, well below the national average of -0.173, the institution shows an exemplary record in avoiding post-publication corrections. This low-profile consistency suggests that its quality control mechanisms prior to publication are robust and effective. The near absence of retractions is a strong indicator of a healthy integrity culture, where methodological rigor and responsible supervision are successfully preventing the types of errors or malpractice that often lead to such events, aligning perfectly with the national standard of scientific security.
The university's Z-score of 0.924 marks a moderate deviation from the national average of -0.119, indicating a greater sensitivity to this risk factor than its peers. A certain level of self-citation is natural, but this elevated rate suggests a potential for concerning scientific isolation. This value warns of the risk of creating 'echo chambers' where the institution's work is validated without sufficient external scrutiny, potentially leading to an endogamous inflation of its impact that relies more on internal dynamics than on recognition from the global scientific community.
The institution's Z-score of 0.076 is lower than the national average of 0.179, even though both fall within a medium-risk context. This suggests a pattern of differentiated management where the university, despite operating in an environment where publishing in low-quality journals is a common issue, demonstrates more effective control and due diligence in selecting dissemination channels. By moderating this risk more successfully than its national peers, the institution better protects itself from the reputational damage associated with 'predatory' practices and shows a stronger commitment to channeling its resources toward credible academic outlets.
Displaying a Z-score of -0.754, the institution presents a low-risk profile that contrasts sharply with the country's medium-risk average of 0.074. This demonstrates significant institutional resilience, suggesting that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed nationally. The university appears successful in distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices, thereby upholding individual accountability and transparency in its research contributions.
The institution's Z-score of 0.669 represents a moderate deviation from the low-risk national average of -0.064. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige may be overly dependent on external partners rather than its own structural capacity. This discrepancy invites reflection on whether its high-impact metrics result from genuine internal capabilities or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership, a vulnerability more pronounced here than in the rest of the country.
With a Z-score of 0.176, the university shows a moderate risk level that deviates from the low-risk national profile (-0.430). This indicates a greater sensitivity to authorship concentration than its peers. Such a rate of hyperprolificacy can challenge the limits of meaningful intellectual contribution and alerts to potential imbalances between quantity and quality. The indicator points to risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record and appear more frequently here than is typical for the national context.
The university's Z-score of 0.832 is significantly higher than the national average of 0.119, indicating high exposure to this risk factor. While both operate in a medium-risk context, the institution is far more prone to publishing in its own journals than its environment average. This excessive dependence raises potential conflicts of interest and warns of academic endogamy, where scientific production might bypass independent external peer review. This practice limits global visibility and suggests that internal channels may be functioning as 'fast tracks' to inflate publication counts without standard competitive validation, a trend that is much more accentuated at the institution.
The institution's Z-score of 0.729 is a moderate deviation from the country's low-risk average of -0.245. This suggests the university is more sensitive to practices involving data fragmentation. A high value in this indicator alerts to the risk of 'salami slicing,' where a coherent study is divided into minimal publishable units to artificially inflate productivity. This practice, which appears more prevalent at the institution than among its national peers, can distort the available scientific evidence and overburden the peer-review system by prioritizing volume over significant new knowledge.
