| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.559 | -0.526 |
|
Retracted Output
|
0.662 | -0.173 |
|
Institutional Self-Citation
|
-0.308 | -0.119 |
|
Discontinued Journals Output
|
0.229 | 0.179 |
|
Hyperauthored Output
|
-0.400 | 0.074 |
|
Leadership Impact Gap
|
0.501 | -0.064 |
|
Hyperprolific Authors
|
-0.668 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.734 | -0.245 |
Gaziosmanpasa University presents a profile of commendable scientific integrity, marked by an overall risk score of 0.048 that reflects robust governance in several key areas. The institution demonstrates exceptional control over practices such as publishing in its own journals and redundant output, where its performance significantly surpasses the national average, indicating a strong commitment to external validation and impactful research. However, this positive outlook is tempered by medium-risk signals in the rates of retracted output, publications in discontinued journals, and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities warrant strategic attention as they could challenge the university's mission to produce credible, high-impact solutions to national and international problems. The institution's academic strengths are clearly defined, with SCImago Institutions Rankings data placing it among the nation's top performers in Chemistry (10th), Dentistry (17th), Pharmacology, Toxicology and Pharmaceutics (18th), and Earth and Planetary Sciences (24th). To fully align its operational integrity with its mission of fostering innovation and serving humanity, the university should leverage its areas of strong governance to develop targeted policies and training aimed at mitigating the identified risks, thereby ensuring its pursuit of excellence is built upon a foundation of unimpeachable scientific practice.
The university's Z-score of -0.559 is closely aligned with the national average of -0.526, indicating a risk level that is statistically normal and as expected for its context. This alignment suggests that the institution's patterns of collaboration and researcher affiliation are in step with national norms. While multiple affiliations can sometimes be used to inflate institutional credit, the current low-risk value indicates that the university's engagement in dual appointments, partnerships, and researcher mobility reflects legitimate and standard collaborative practices rather than strategic "affiliation shopping."
With a Z-score of 0.662, the institution shows a moderate deviation from the national average (-0.173), suggesting a greater sensitivity to factors leading to publication withdrawal compared to its peers. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard the university's reputation.
The institution exhibits a prudent profile with a Z-score of -0.308, which is notably lower than the national average of -0.119. This indicates that the university manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, by maintaining a lower rate, the institution effectively avoids the risks of scientific isolation or creating 'echo chambers.' This prudent approach strengthens the external validation of its work and confirms that its academic influence is driven by genuine recognition from the global community rather than being inflated by internal dynamics.
The university's Z-score of 0.229 is slightly higher than the national average of 0.179, both of which fall within the medium-risk category. This indicates that the institution is more exposed and prone to showing alert signals in this area than its environment average. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. This heightened exposure suggests that a significant portion of its scientific production may be channeled through media that do not meet international ethical or quality standards, creating severe reputational risks and signaling an urgent need for improved information literacy to avoid predatory practices.
The institution demonstrates notable resilience with a Z-score of -0.400, contrasting with the medium-risk national average of 0.074. This suggests that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' their appearance in other fields can indicate a dilution of individual accountability. The university's low score indicates a healthy resistance to such practices, successfully distinguishing between necessary massive collaboration and the problematic use of 'honorary' or political authorships.
A Z-score of 0.501 marks a moderate deviation from the national average (-0.064), indicating that the institution is more sensitive than its peers to a dependency on external collaboration for impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This value suggests that a significant portion of the university's scientific prestige may be dependent and exogenous, rather than structural. It invites 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.
With a Z-score of -0.668, the institution demonstrates a prudent profile that is more rigorous than the national standard (-0.430). This indicates strong management of individual research productivity. While high output can signify leadership, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's low score suggests it effectively mitigates the risks of prioritizing quantity over quality, such as coercive authorship or assigning credit without real participation, thereby upholding the integrity of its scientific record.
The university's Z-score of -0.268 places it in the very low-risk category, in stark contrast to the medium-risk national average of 0.119. This demonstrates a form of preventive isolation, where the institution successfully avoids the risk dynamics common in its environment. Excessive dependence on in-house journals can raise conflicts of interest and signal academic endogamy. By strongly favoring external publication channels, the university ensures its research undergoes independent peer review, which avoids potential conflicts of interest, enhances global visibility, and prevents the use of internal journals as 'fast tracks' for inflating academic records.
The institution's Z-score of -0.734 is in the very low-risk category, indicating an absence of risk signals that aligns with, and even improves upon, the low-risk national standard (-0.245). This demonstrates low-profile consistency and strong adherence to best practices. Massive bibliographic overlap between publications can indicate 'salami slicing,' where studies are fragmented to inflate productivity. The university's excellent score confirms that its researchers are focused on producing substantial, coherent studies that contribute significant new knowledge, rather than artificially increasing publication volume at the expense of scientific integrity.
