| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.090 | -0.526 |
|
Retracted Output
|
-0.202 | -0.173 |
|
Institutional Self-Citation
|
0.451 | -0.119 |
|
Discontinued Journals Output
|
0.493 | 0.179 |
|
Hyperauthored Output
|
0.168 | 0.074 |
|
Leadership Impact Gap
|
-0.717 | -0.064 |
|
Hyperprolific Authors
|
-1.333 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.259 | -0.245 |
Uludag University presents a robust scientific integrity profile, with an overall risk score of -0.249 indicating a performance that is healthier than the global average. The institution demonstrates significant strengths in maintaining low rates of hyperprolific authorship, multiple affiliations, and output in institutional journals, effectively insulating itself from national trends in these areas and showcasing strong internal governance. These positive indicators are complemented by notable academic achievements, with SCImago Institutions Rankings data placing the university in a leading national position in key thematic areas such as Veterinary (9th in Turkey), Earth and Planetary Sciences (12th), Environmental Science (18th), and Arts and Humanities (20th). However, this strong foundation is contrasted by moderate risks in institutional self-citation, hyper-authorship, and publication in discontinued journals, where the university's exposure exceeds the national average. These vulnerabilities could subtly undermine its mission to "produce, apply and spread academic knowledge" and provide "quality service to the society," as they risk fostering academic insularity and channeling research into low-impact venues. To fully align its practices with its mission of excellence, it is recommended that the university leverage its clear governance strengths to develop targeted strategies that mitigate these specific moderate risks, thereby ensuring its research impact is both sustainable and globally recognized.
The institution demonstrates an exceptionally low rate of multiple affiliations, with a Z-score of -1.090, which is significantly below the national average of -0.526. This result indicates a commendable level of clarity and transparency in how researcher affiliations are declared, surpassing the already low-risk standard observed across the country. While multiple affiliations can be legitimate, an absence of signals in this area suggests that the institution's collaborative practices are well-defined and not susceptible to strategic attempts to inflate institutional credit or "affiliation shopping," reinforcing a culture of straightforward academic accounting.
With a Z-score of -0.202, the institution's rate of retracted publications is low and statistically aligned with the national average of -0.173. This alignment suggests that the university's performance is normal for its context and that its quality control mechanisms are functioning as expected. Retractions are complex events, and a low, controlled rate like this is often a sign of a healthy academic environment where the community engages in responsible supervision and the honest correction of unintentional errors, rather than an indicator of systemic failure or recurring malpractice.
The institution presents a Z-score of 0.451 in this area, indicating a medium risk level that deviates moderately from the low-risk national average of -0.119. This suggests the university is more sensitive than its national peers to practices that can lead to concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. A certain level of self-citation is natural, but this heightened rate warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by recognition from the global community.
The university's Z-score of 0.493 reflects a medium risk level, but its exposure is notably higher than the national average of 0.179, which is also in the medium-risk category. This situation constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. The higher score indicates that a significant portion of the university's scientific production may be channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of 0.168, the institution shows a medium risk of hyper-authorship, a level of exposure that is more pronounced than the national average of 0.074. This pattern, appearing outside of 'Big Science' contexts where large author lists are common, can be a signal of author list inflation, which dilutes individual accountability and transparency. The university should see this as an opportunity to review its authorship guidelines and distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship practices that compromise research integrity.
The institution exhibits a Z-score of -0.717, indicating a very low and favorable gap, which is substantially better than the national average of -0.064. This prudent profile suggests that the university manages its collaborative processes with more rigor than the national standard. A low gap indicates that the institution's scientific prestige is not dependent on external partners but is instead structural and sustainable. This result is a strong sign of real internal capacity, reflecting that the university's excellence metrics are driven by research where it exercises direct intellectual leadership.
The university's Z-score of -1.333 is in the very low-risk category, positioning it well below the already low-risk national average of -0.430. This absence of risk signals is a strong indicator of a healthy research environment. It suggests a well-maintained balance between quantity and quality, steering clear of dynamics where extreme individual publication volumes might challenge the capacity for meaningful intellectual contribution. This low incidence points away from risks such as coercive authorship or the assignment of authorship without real participation, reinforcing a culture that prioritizes the integrity of the scientific record.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a practice that effectively isolates it from the medium-risk trend observed at the national level (Z-score: 0.119). This is a significant strength, as it demonstrates a clear commitment to avoiding potential conflicts of interest where an institution acts as both judge and party. By favoring external publication channels, the university ensures its scientific production undergoes independent peer review, which enhances its global visibility and prevents the use of internal journals as 'fast tracks' that bypass standard competitive validation.
The institution's rate of redundant output is low, with a Z-score of -0.259 that is statistically equivalent to the national average of -0.245. This alignment indicates that the university's practices are normal for its context and reflect a standard approach to cumulative knowledge building. The low score suggests that researchers are appropriately citing previous work rather than engaging in 'salami slicing,' the practice of dividing a single study into minimal publishable units to artificially inflate productivity. This responsible approach helps maintain the integrity of the scientific evidence base and avoids overburdening the peer-review system.
