| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.384 | -0.526 |
|
Retracted Output
|
-0.343 | -0.173 |
|
Institutional Self-Citation
|
-0.122 | -0.119 |
|
Discontinued Journals Output
|
-0.292 | 0.179 |
|
Hyperauthored Output
|
-1.200 | 0.074 |
|
Leadership Impact Gap
|
-1.146 | -0.064 |
|
Hyperprolific Authors
|
-0.661 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.473 | -0.245 |
Gebze Technical University demonstrates a robust scientific integrity profile, with an overall risk score of -0.363 that indicates a performance significantly stronger than the national average. The institution's governance framework appears highly effective, with exceptional control over practices such as hyper-authorship, redundant publication, and output in institutional journals, reflecting a culture of accountability and transparency. The primary area for strategic review is the Rate of Multiple Affiliations, which presents a moderate deviation from the national trend and warrants further analysis. According to SCImago Institutions Rankings data, the university's scientific strengths are particularly notable in Environmental Science and Pharmacology, Toxicology and Pharmaceutics, where it ranks among the top 5 institutions in Turkey. This strong research performance is well-aligned with its mission to deliver high-quality research and practical solutions. However, the observed risk in affiliation practices could potentially conflict with the mission's commitment to "scientific, ethical and social values." To ensure long-term reputational integrity, it is recommended that the university continues to fortify its areas of strength while proactively examining the drivers of multiple affiliations to ensure they consistently reflect genuine, substantive collaboration.
The institution presents a Z-score of 0.384, which contrasts with the national average of -0.526. This moderate deviation suggests that the university shows a greater sensitivity to factors leading to multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of its underlying causes. It is important to ascertain whether this trend reflects a vibrant collaborative network or signals strategic attempts to inflate institutional credit through practices like “affiliation shopping.” A closer examination of these patterns is recommended to ensure that all declared affiliations correspond to meaningful contributions, thereby safeguarding the institution's academic reputation.
With a Z-score of -0.343, the institution demonstrates a more rigorous management of its publication quality compared to the national average of -0.173. This prudent profile suggests that internal quality control mechanisms are functioning effectively. Retractions can be complex events, and a low rate indicates that systemic failures in pre-publication review are successfully being avoided. This performance reinforces the institution's commitment to a culture of integrity, suggesting that potential methodological or ethical issues are being identified and corrected before they can escalate, thus protecting the reliability of its scientific record.
The institution's Z-score for this indicator is -0.122, a value almost identical to the national average of -0.119. This alignment indicates a level of risk that is statistically normal for its context and size. A certain degree of self-citation is natural and reflects the consolidation of internal research lines. The current rate does not suggest the presence of concerning scientific isolation or 'echo chambers.' It points to a healthy balance where the institution builds upon its own work while remaining open to external validation, thereby avoiding the risk of endogamous impact inflation and ensuring its academic influence is recognized by the global community.
The institution exhibits a Z-score of -0.292, showcasing significant institutional resilience when compared to the national average of 0.179. This result indicates that the university's control mechanisms are effectively mitigating a systemic risk present in the wider national context. A low proportion of publications in discontinued journals is a strong sign of due diligence in selecting dissemination channels. This proactive stance protects the institution from severe reputational risks associated with 'predatory' or low-quality publishing, demonstrating a commitment to channeling its scientific output through credible media that meet international ethical and quality standards.
With an exceptionally low Z-score of -1.200, the institution demonstrates a clear preventive isolation from the risk dynamics observed at the national level, where the average is 0.074. This result suggests a strong institutional culture that values clear accountability and transparency in authorship. By not replicating the national trend towards inflated author lists, the university effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices. This reinforces the principle that authorship is tied to significant intellectual contribution, thereby strengthening the integrity of its research.
The institution's Z-score of -1.146, compared to the national average of -0.064, reflects a low-profile consistency where the absence of risk signals aligns with the national standard. A minimal gap indicates that the impact of research led by the institution is commensurate with the impact of its collaborative output. This is a sign of strong internal capacity and intellectual leadership, suggesting that the university's scientific prestige is structural and sustainable, not dependent on external partners. This balance demonstrates that its excellence metrics are a direct result of its own robust research capabilities.
The institution's Z-score of -0.661 is notably lower than the national average of -0.430, indicating a prudent profile in managing author productivity. This suggests that the university's processes are applied with more rigor than the national standard. By maintaining a low incidence of hyperprolificacy, the institution effectively mitigates risks such as coercive authorship or the dilution of meaningful intellectual contribution. This focus on a sustainable balance between quantity and quality reinforces the integrity of the scientific record and ensures that authorship is a reflection of genuine participation.
The institution shows a Z-score of -0.268, marking a state of preventive isolation from a vulnerability more common at the national level (average of 0.119). This demonstrates a clear strategic choice to prioritize external, independent peer review over internal publication channels. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This approach enhances the global visibility and credibility of its research, ensuring that its scientific production is validated through standard competitive processes rather than internal 'fast tracks'.
With a Z-score of -0.473, well below the national average of -0.245, the institution demonstrates low-profile consistency and an absence of risk signals in this area. This indicates a strong institutional norm against the practice of fragmenting studies into minimal publishable units to artificially inflate productivity metrics. By discouraging 'salami slicing,' the university promotes the publication of coherent, significant research, thereby contributing robust and meaningful knowledge to the scientific community and upholding the integrity of the academic review system.
