| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.380 | -0.526 |
|
Retracted Output
|
0.051 | -0.173 |
|
Institutional Self-Citation
|
-1.027 | -0.119 |
|
Discontinued Journals Output
|
0.004 | 0.179 |
|
Hyperauthored Output
|
0.025 | 0.074 |
|
Leadership Impact Gap
|
0.627 | -0.064 |
|
Hyperprolific Authors
|
-1.104 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.453 | -0.245 |
Trakya University presents a robust scientific integrity profile, marked by an overall score of -0.301, which indicates a performance generally superior to the global average. The institution demonstrates significant strengths in maintaining very low-risk levels for Multiple Affiliations, Institutional Self-Citation, Hyperprolific Authors, and Output in Institutional Journals, reflecting a solid governance framework. Key areas for strategic monitoring include a moderate deviation from the national norm in Retracted Output and the Gap in impact between led and collaborative research, which require closer examination. According to SCImago Institutions Rankings data, the university's strongest research areas nationally include Economics, Econometrics and Finance; Pharmacology, Toxicology and Pharmaceutics; Business, Management and Accounting; and Earth and Planetary Sciences. These thematic strengths align with the institutional mission to generate knowledge for humanity with a high sense of responsibility. However, the identified medium-risk indicators could challenge this mission, as they touch upon the quality control and intellectual leadership that are cornerstones of academic responsibility. By proactively addressing these vulnerabilities, Trakya University can further solidify its integrity culture, ensuring its operational practices fully embody its stated commitment to excellence and social contribution.
The institution's Z-score of -1.380 is significantly lower than the national average of -0.526. This demonstrates a very low-risk profile that aligns with the national standard, indicating a clear and transparent affiliation policy. While multiple affiliations can be a legitimate outcome of academic mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's excellent performance in this area confirms the absence of such risk signals, reflecting a commendable focus on genuine collaboration over "affiliation shopping."
With a Z-score of 0.051, the institution shows a moderate deviation from the national average of -0.173, suggesting a greater sensitivity to risk factors in this area. Retractions are complex events, and while some signify responsible supervision, a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This deviation suggests that quality control mechanisms prior to publication may be facing challenges, indicating a potential for recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management.
The institution's Z-score of -1.027 is notably lower than the country's score of -0.119. This very low-risk profile is consistent with the national standard and serves as a strong indicator of external validation and integration into the global scientific community. A certain level of self-citation is natural, but high rates can signal 'echo chambers' where work is validated without sufficient external scrutiny. The university's performance effectively rules out this concern, confirming that its academic influence is not oversized by internal dynamics but is built on broad, external recognition.
The institution's Z-score of 0.004 is considerably lower than the national average of 0.179. Although this indicator reflects a medium-risk context nationally, the university's performance demonstrates differentiated management that successfully moderates a risk common in its environment. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting publication venues. The university’s ability to maintain a lower rate suggests more effective control in avoiding channels that fail to meet international ethical or quality standards, thereby protecting its reputational integrity.
The institution's Z-score of 0.025 is statistically similar to the national average of 0.074. This alignment suggests that the university's authorship patterns reflect a systemic practice shared at the national level. In certain 'Big Science' fields, extensive author lists are legitimate; however, a medium-risk signal outside these contexts can indicate author list inflation, which dilutes individual accountability. This shared pattern calls for a careful review to distinguish between necessary massive collaboration and potential 'honorary' authorship practices.
With a Z-score of 0.627, the institution shows a moderate deviation from the national average of -0.064, indicating a greater sensitivity to this particular risk. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. This result suggests that the university's scientific prestige may be more dependent on external partners than on its own structural capacity. It invites a strategic reflection on whether its excellence metrics stem from genuine internal capabilities or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.104 is significantly lower than the national average of -0.430. This very low-risk profile is consistent with the national standard and points to a balanced and healthy research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The university's excellent result in this area indicates an environment free from risks such as coercive authorship or authorship assigned without real participation, prioritizing the integrity of the scientific record over inflated productivity metrics.
The institution exhibits a Z-score of -0.268, which contrasts sharply with the national average of 0.119. This demonstrates a preventive isolation, whereby the university does not replicate the medium-risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest and risks academic endogamy. The university's very low rate indicates a strong commitment to independent, external peer review, which enhances global visibility and ensures its scientific production is validated through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of -0.453, the institution maintains a more prudent profile than the national standard of -0.245. This indicates that its research processes are managed with greater rigor than the national average. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing'—a practice of dividing a study into minimal units to artificially inflate productivity. The university's lower-risk score suggests a culture that values the generation of significant new knowledge over the prioritization of volume, thereby protecting the integrity of the scientific evidence base.
