| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.800 | -0.526 |
|
Retracted Output
|
-0.400 | -0.173 |
|
Institutional Self-Citation
|
-0.813 | -0.119 |
|
Discontinued Journals Output
|
-0.061 | 0.179 |
|
Hyperauthored Output
|
0.146 | 0.074 |
|
Leadership Impact Gap
|
-0.007 | -0.064 |
|
Hyperprolific Authors
|
-0.383 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.756 | -0.245 |
Bezmialem Vakif University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.349 that significantly outperforms many of its national peers. This strong performance is anchored in exceptionally low-risk signals for key indicators such as Retracted Output, Institutional Self-Citation, Output in Institutional Journals, and Redundant Output. These results reflect a culture of rigorous quality control and a commitment to external validation. The primary area for strategic attention is a moderate signal in Hyper-Authored Output, which exceeds the national average and warrants a review of authorship policies. According to SCImago Institutions Rankings data, the university's scientific strengths are particularly notable in Chemistry (ranked 28th in Turkey), Dentistry (41st), and Biochemistry, Genetics and Molecular Biology (49th), underscoring its capacity for high-level research. This strong integrity profile directly supports the institution's mission to be "a leading health university that is taken as an example," as ethical and transparent research practices are the bedrock of exemplary leadership. By addressing the minor vulnerabilities identified, the university can further solidify its reputation and ensure its scientific contributions are both impactful and unimpeachable, fully aligning its operational reality with its ambitious vision.
The institution presents a Z-score of -0.800, a value indicating a lower incidence of this practice compared to the national average of -0.526. This suggests that the university manages its collaborative frameworks with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this prudent profile indicates a low probability of their use for strategic inflation of institutional credit or “affiliation shopping.” The university's controlled approach to affiliations reinforces a transparent and focused research identity.
With a Z-score of -0.400, the institution shows a very low rate of retracted publications, which is consistent with the low-risk environment observed nationally (Z-score of -0.173). This absence of significant risk signals aligns with the national standard, indicating that the university's quality control and supervision mechanisms are effective. Retractions can sometimes signify responsible error correction, but the minimal rate here suggests that pre-publication processes are robust, preventing systemic failures and reinforcing the integrity of the institution's scientific record.
The university's Z-score for institutional self-citation is -0.813, a very low value that stands in favorable contrast to the country's low-risk score of -0.119. This demonstrates a healthy pattern of external engagement and validation, with the institution's work being recognized by the broader scientific community. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this exceptionally low rate confirms the absence of scientific isolation or 'echo chambers,' suggesting that the institution's academic influence is genuinely built on global community recognition rather than being inflated by internal dynamics.
The institution exhibits a low-risk Z-score of -0.061, showcasing significant resilience against a systemic risk that is more pronounced at the national level, where the average Z-score is a medium-risk 0.179. This indicates that the university's control mechanisms and guidance for researchers are effective in mitigating a broader environmental vulnerability. A high proportion of publications in discontinued journals can signal a failure in due diligence, exposing an institution to reputational damage from 'predatory' practices. Bezmialem Vakif University’s performance demonstrates a strong commitment to selecting high-quality dissemination channels, thereby protecting its scientific output and resources.
With a Z-score of 0.146, the institution shows a medium-risk signal for hyper-authorship, a level that indicates higher exposure compared to the national average of 0.074. This suggests the university is more prone than its peers to publishing works with extensive author lists. While common in 'Big Science,' a pattern of hyper-authorship outside these contexts can indicate author list inflation, which dilutes individual accountability and transparency. This signal warrants a review to distinguish between necessary massive collaboration and potential 'honorary' authorship practices that could compromise the integrity of the academic record.
The institution's Z-score of -0.007 is slightly higher than the national average of -0.064, pointing to an incipient vulnerability that warrants review. This indicator measures the gap between the impact of all institutional output and the impact of output where the institution holds a leadership role. A wide positive gap can signal a sustainability risk, suggesting that scientific prestige is dependent on external partners rather than being structurally generated from within. While the current level is low, this slight divergence from the national trend invites a strategic reflection on whether the university is sufficiently developing its own intellectual leadership in collaborations to ensure long-term, autonomous excellence.
The university's Z-score of -0.383 in this indicator reflects a low-risk profile, which is statistically normal and consistent with the national average of -0.430. This alignment suggests the institution's productivity patterns are as expected for its context. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or 'salami slicing.' The university's current standing indicates a healthy balance between productivity and quality, with no significant evidence of practices that prioritize metrics over the integrity of the scientific record.
The institution demonstrates a clear preventive isolation from national trends, with a very low Z-score of -0.268 in a country where this indicator represents a medium risk (Z-score of 0.119). This shows the university does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, as it may allow production to bypass independent external peer review. By favoring external publication channels, the university avoids these pitfalls, enhances its global visibility, and ensures its research is validated through standard competitive processes.
With a Z-score of -0.756, the institution shows a very low incidence of redundant output, a signal that is consistent with the low-risk profile of the country (Z-score of -0.245). The absence of significant risk signals in this area aligns with the national standard and points to sound research practices. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a study is fragmented into minimal units to inflate productivity. The university's very low score suggests its researchers prioritize the publication of significant, coherent new knowledge over artificially increasing their output volume.
