| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.259 | -0.526 |
|
Retracted Output
|
-0.240 | -0.173 |
|
Institutional Self-Citation
|
0.578 | -0.119 |
|
Discontinued Journals Output
|
0.491 | 0.179 |
|
Hyperauthored Output
|
2.299 | 0.074 |
|
Leadership Impact Gap
|
0.232 | -0.064 |
|
Hyperprolific Authors
|
0.232 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.287 | -0.245 |
Gaziantep University presents a composite integrity profile, with an overall risk score of 0.038 indicating a generally sound operational framework. This aggregate view, however, conceals a duality: the institution demonstrates exceptional governance in certain areas, effectively insulating itself from national risk trends, while simultaneously showing significant vulnerabilities in others that require strategic intervention. Key strengths are evident in the extremely low rates of output in institutional journals and multiple affiliations, showcasing robust internal controls. Conversely, a significant alert is raised by the Rate of Hyper-Authored Output, complemented by medium-risk signals in Institutional Self-Citation, Output in Discontinued Journals, and a dependency on external collaborations for impact. According to SCImago Institutions Rankings data, the university's thematic strengths are particularly notable in Earth and Planetary Sciences (ranked 4th in Turkey), Environmental Science (14th), and Economics, Econometrics and Finance (21st). To fully align with its mission of educating "qualified individuals within universal values," it is crucial to address the identified risks. Practices that could be perceived as inflating metrics, such as hyper-authorship or endogamous citation patterns, challenge the principles of transparency and genuine contribution inherent in this mission. By proactively managing these vulnerabilities, Gaziantep University can ensure its impressive research output is built upon an unimpeachable foundation of scientific integrity, reinforcing its role as a leader in service to society.
The institution's Z-score of -1.259 reflects a very low incidence of multiple affiliations, a figure that is even more conservative than the low-risk national average of -0.526. This demonstrates a clear and consistent policy regarding author affiliations that aligns with, and even exceeds, the national standard for transparency. This low-profile consistency indicates that the university's researchers correctly and clearly assign their institutional credit, avoiding practices that could be interpreted as strategic attempts to inflate institutional prestige or "affiliation shopping."
With a Z-score of -0.240, the university maintains a low rate of retracted publications, positioning it favorably against the national average of -0.173. This prudent profile suggests that the institution's quality control and supervision mechanisms are managed with slightly more rigor than the national standard. Retractions can be complex, but a low rate like this indicates that systemic failures in pre-publication review are not a significant concern, reflecting a healthy culture of methodological integrity and responsible research conduct.
The institution exhibits a Z-score of 0.578 in institutional self-citation, indicating a medium risk level that moderately deviates from the low-risk national benchmark (-0.119). This suggests the university is more sensitive than its national peers to practices that could lead to scientific isolation. While a certain degree of self-citation is natural, this elevated rate serves as a warning against the potential formation of 'echo chambers,' where work is validated internally without sufficient external scrutiny. It signals a risk of endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The university's Z-score for publications in discontinued journals is 0.491, a medium-risk value that indicates a higher exposure compared to the national average (0.179), which is also at a medium-risk level. This pattern suggests that while publishing in such journals is a shared challenge nationally, the institution is more prone to this particular risk. A high proportion of output in journals that fail to meet international ethical or quality standards is a critical alert regarding due diligence in dissemination. It suggests an urgent need to reinforce information literacy among researchers to avoid channeling valuable scientific work through 'predatory' or low-quality media, which poses a severe reputational risk.
A Z-score of 2.299 places the institution at a significant risk level for hyper-authored output, a figure that dramatically accentuates the moderate vulnerability already present in the national system (0.074). This finding is a critical alert, suggesting that the university is a focal point for practices leading to inflated author lists. Outside of legitimate 'Big Science' contexts, such a high rate can indicate a dilution of individual accountability and transparency. It is imperative to investigate whether this pattern stems from necessary massive collaboration or from 'honorary' authorship practices, which compromise the integrity of the scientific record and require an immediate and thorough review of institutional policies.
The institution shows a Z-score of 0.232 for the gap between its overall impact and the impact of research under its leadership, a medium-risk signal that marks a moderate deviation from the low-risk national average (-0.064). This positive gap suggests that the university's scientific prestige may be significantly dependent on external collaborations where it does not hold intellectual leadership. This creates a potential sustainability risk, as it raises questions about whether the institution's high-impact metrics are a result of its own structural capacity or a consequence of strategic positioning in partnerships. It invites a deep reflection on fostering and promoting homegrown research excellence.
With a Z-score of 0.232, the university displays a medium-risk level for hyperprolific authors, diverging from the low-risk profile of the country (-0.430). This indicates a greater sensitivity within the institution to dynamics that may prioritize publication volume over quality. While high productivity can be legitimate, extreme publication volumes challenge the perceived limits of meaningful intellectual contribution. This indicator serves as an alert for potential imbalances, pointing to risks such as coercive authorship or the assignment of credit without real participation—practices that favor metric inflation over the integrity of the scientific record.
The institution demonstrates exceptional control over academic endogamy, with a very low-risk Z-score of -0.268 for publications in its own journals. This performance represents a preventive isolation from the risk dynamics observed nationally, where the average is a medium-risk score of 0.119. By not replicating this national trend, the university effectively avoids potential conflicts of interest and ensures its research undergoes independent, external peer review. This commitment to external validation strengthens the global visibility and credibility of its scientific output, preventing the use of internal channels as 'fast tracks' to inflate publication counts.
The institution's Z-score for redundant output is -0.287, a low-risk value that is statistically normal and in close alignment with the national average of -0.245. This indicates that the level of bibliographic overlap between publications is as expected for an institution of its context and size. The data does not suggest a systemic issue with 'salami slicing,' a practice where studies are fragmented into minimal units to inflate productivity. The university's performance is consistent with standard academic practice, where citing previous work reflects the natural, cumulative progression of knowledge.
