| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.972 | -0.526 |
|
Retracted Output
|
0.220 | -0.173 |
|
Institutional Self-Citation
|
-0.458 | -0.119 |
|
Discontinued Journals Output
|
-0.455 | 0.179 |
|
Hyperauthored Output
|
-0.766 | 0.074 |
|
Leadership Impact Gap
|
0.257 | -0.064 |
|
Hyperprolific Authors
|
-0.983 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
0.272 | -0.245 |
Bilkent University presents a robust and generally well-balanced scientific integrity profile, with an overall score of -0.088 that indicates alignment with global best practices. The institution demonstrates exceptional strengths in areas critical to research quality and ethics, such as a negligible rate of publication in discontinued journals, a near-absence of hyperprolific authorship, and a strong commitment to external validation by avoiding institutional journals. These strengths are foundational to its outstanding performance in key thematic areas identified by the SCImago Institutions Rankings, including leading national positions in Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, and Chemistry. However, to fully realize its mission of fostering "ethical and socially responsible leaders," the university should address moderate risk signals in the rates of multiple affiliations, retractions, and redundant output, as well as a notable gap in impact between collaborative and institution-led research. Proactively managing these vulnerabilities will ensure that the university's pursuit of knowledge and its contribution to the "advancement of humanity" are built upon an unshakeable foundation of scientific integrity.
The institution's Z-score of 0.972, compared to the national average of -0.526, indicates a moderate deviation from the country's norm, showing a greater sensitivity to this risk factor. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this higher rate warrants a review. It could signal strategic attempts to inflate institutional credit or “affiliation shopping,” which would require an examination of internal policies to ensure that all declared affiliations reflect substantive contributions.
With a Z-score of 0.220, the university's rate of retracted output is notably higher than the national average of -0.173, suggesting a greater sensitivity to this risk. Retractions are complex events, but a rate significantly higher than its peers alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more often than expected, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The university demonstrates a prudent profile in institutional self-citation, with a Z-score of -0.458 that is significantly lower than the national average of -0.119. This indicates that the institution manages its processes with more rigor than the national standard. A certain level of self-citation is natural, but this low value is a positive signal, suggesting the institution avoids scientific isolation or 'echo chambers' and that its academic influence is validated by the global community rather than being inflated by internal dynamics.
The institution's Z-score of -0.455 stands in stark contrast to the national average of 0.179, demonstrating a clear case of preventive isolation. While the national environment shows a medium risk of publishing in such venues, the university does not replicate these dynamics. This exceptional performance indicates that a robust due diligence process is in place for selecting dissemination channels, effectively protecting the institution from the severe reputational risks associated with 'predatory' or low-quality practices.
With a Z-score of -0.766, far below the national average of 0.074, the university exhibits strong institutional resilience. It appears to have effective control mechanisms that mitigate the systemic risks of hyper-authorship observed in the country. This low rate is a positive indicator that the institution successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thereby preserving individual accountability and transparency in its research output.
The university's Z-score of 0.257 for this indicator, compared to the national average of -0.064, signals a moderate deviation, suggesting a greater sensitivity to this risk. This wider positive gap—where global impact is higher than the impact of research led by the institution itself—signals a potential sustainability risk. It suggests that a portion of the university's scientific prestige may be dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The university's Z-score of -0.983, which is even lower than the already low national average of -0.430, demonstrates low-profile consistency and an exemplary standard. The near-total absence of risk signals in this area aligns perfectly with a healthy research environment. This indicates a strong institutional culture that prioritizes a balance between quantity and quality, effectively avoiding the risks of coercive authorship or the assignment of credit without real participation, thus safeguarding the integrity of the scientific record.
The institution's Z-score of -0.268, in contrast to the national average of 0.119, highlights a successful preventive isolation from a common risk. By not replicating the national tendency to publish in its own journals, the university avoids potential conflicts of interest and academic endogamy. This practice reinforces its commitment to independent external peer review, which is crucial for ensuring its scientific production receives standard competitive validation and achieves maximum global visibility.
With a Z-score of 0.272, significantly above the national average of -0.245, the university shows a moderate deviation and greater sensitivity to the risk of redundant output. This value serves as an alert to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a practice known as 'salami slicing.' This dynamic can distort the available scientific evidence and overburdens the review system, suggesting a need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.
