| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.446 | -0.526 |
|
Retracted Output
|
-0.315 | -0.173 |
|
Institutional Self-Citation
|
-0.628 | -0.119 |
|
Discontinued Journals Output
|
0.181 | 0.179 |
|
Hyperauthored Output
|
-1.036 | 0.074 |
|
Leadership Impact Gap
|
0.047 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.908 | -0.245 |
Ordu University presents a robust scientific integrity profile, with an overall risk score of -0.497 indicating a performance significantly superior to the global average. The institution demonstrates notable strengths in maintaining very low-risk levels for practices such as redundant output, hyperprolific authorship, multiple affiliations, and publishing in its own journals, effectively insulating itself from several risk dynamics prevalent at the national level. The primary areas for strategic attention are a medium-risk exposure to publishing in discontinued journals, which reflects a systemic national pattern, and a moderate gap between the impact of its total output and that of its internally-led research, suggesting a dependency on external collaborations for visibility. These findings, when contextualized with the university's strong national rankings in Dentistry, Biochemistry, Genetics and Molecular Biology, and Arts and Humanities, reveal a solid foundation of specialized excellence. However, the identified vulnerabilities could subtly undermine the institutional mission to "produce knowledge on a universal scale" and foster "scientifically equipped" individuals. A reliance on external leadership for impact or publishing in low-quality channels contradicts the aspirational values of self-sufficient excellence and critical inquiry. By leveraging its clear governance strengths to address these specific areas, Ordu University can more fully align its operational practices with its stated mission, ensuring its research contributions are both impactful and structurally sustainable.
The institution exhibits a Z-score of -1.446, a value indicating a very low risk that is even more controlled than the national average of -0.526. This result suggests a highly stable and transparent affiliation policy, fully consistent with the low-risk context of the country. The absence of anomalous signals in this area is a sign of good governance. While multiple affiliations can be a legitimate outcome of academic mobility and partnerships, the university's data shows no evidence of strategic practices aimed at artificially inflating institutional credit, reflecting a clear and well-managed approach to academic collaboration.
With a Z-score of -0.315, the institution demonstrates a prudent profile that is more rigorous than the national standard (Z-score of -0.173). This indicates that the university's pre-publication quality control mechanisms are functioning effectively. Retractions can be complex events, sometimes resulting from the honest correction of errors, but a rate significantly below the norm suggests a strong institutional culture of integrity. The data points to a reduced vulnerability to recurring malpractice or a lack of methodological rigor, showcasing a commitment to producing reliable and high-quality scientific output.
The university maintains a Z-score of -0.628, reflecting a prudent approach that is notably more conservative than the national average of -0.119. This demonstrates that the institution's processes are managed with greater rigor than the national standard, effectively avoiding the risks of scientific isolation. A certain level of self-citation is natural, but the university's low rate indicates a healthy integration with the global research community, where its work is validated through external scrutiny rather than within an 'echo chamber.' This prevents endogamous impact inflation and ensures its academic influence is based on broad recognition.
The institution's Z-score of 0.181 is nearly identical to the country's average of 0.179, placing both at a medium-risk level. This alignment suggests that the university's performance is conditioned by a systemic pattern, reflecting shared practices or challenges at a national level regarding the selection of publication venues. This indicator is a critical alert regarding due diligence, as a high proportion of output in such journals indicates that scientific work may be channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to a shared, nationwide need for enhanced information literacy to avoid predatory or low-quality publishing practices.
With a Z-score of -1.036, the institution shows a low-risk profile that contrasts sharply with the medium-risk national average of 0.074. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk prevalent in the country. While extensive author lists are legitimate in 'Big Science,' a low score outside these contexts is a positive sign. It suggests that the university has effective policies or a strong culture that discourages author list inflation, thereby preserving individual accountability and transparency in its research collaborations.
The institution's Z-score of 0.047 places it at a medium-risk level, representing a moderate deviation from the low-risk national benchmark of -0.064. This indicates that the university is more sensitive than its national peers to a dependency on external partners for achieving high-impact research. A significant positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This finding suggests that a portion of the university's scientific prestige may be dependent and exogenous, inviting a strategic reflection on how to build greater internal capacity for intellectual leadership and ensure that excellence metrics are a direct result of its own structural capabilities.
The university's Z-score of -1.413 is in the very low-risk category, a position that is even more secure than the country's low-risk average of -0.430. This consistency with the national standard, but at a more controlled level, points to a healthy balance between productivity and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The institution's very low score in this area is a strong indicator that it is effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution operates at a very low-risk level, demonstrating a preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 0.119). This indicates that the university does not replicate the risk of academic endogamy present in its environment. While in-house journals can be valuable, an over-reliance on them raises conflict-of-interest concerns. The university's minimal use of such channels shows a clear commitment to independent, external peer review, which enhances the global visibility and competitive validation of its scientific production, avoiding the potential use of internal journals as 'fast tracks' for publication.
The institution's Z-score of -0.908 signifies a very low risk, comfortably below the country's already low-risk average of -0.245. This absence of risk signals, in alignment with the national standard, reflects a commendable focus on substantive research. The indicator is designed to detect the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's excellent result suggests its researchers prioritize the publication of coherent, significant new knowledge over practices that distort scientific evidence and overburden the peer-review system.
