| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.343 | -0.526 |
|
Retracted Output
|
-0.249 | -0.173 |
|
Institutional Self-Citation
|
-0.311 | -0.119 |
|
Discontinued Journals Output
|
0.481 | 0.179 |
|
Hyperauthored Output
|
-0.697 | 0.074 |
|
Leadership Impact Gap
|
-0.384 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.950 | -0.245 |
Balikesir University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.398 that indicates a performance significantly healthier than the global average. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, redundant output, and publication in institutional journals, suggesting a culture that prioritizes quality and external validation over mere quantitative metrics. This strong integrity foundation supports its notable academic achievements, particularly in thematic areas where it ranks highly within Turkey, including Mathematics (29th), Veterinary (30th), Environmental Science (33rd), and Pharmacology, Toxicology and Pharmaceutics (34th), according to SCImago Institutions Rankings data. This performance aligns directly with its mission to "produce information and technology" and uphold "social values." However, a medium-risk signal in the rate of publication in discontinued journals presents a strategic vulnerability. This practice could undermine the credibility of the very information the university aims to produce, creating a potential conflict with its commitment to excellence and social responsibility. To fully realize its mission, it is recommended that the university leverage its existing strengths in research governance to address this specific area, thereby ensuring that its contributions to national development are built upon a foundation of unimpeachable scientific quality.
The institution presents a Z-score of -1.343, which is significantly lower than the national average of -0.526. This result indicates a very low-risk profile that is consistent with the generally low-risk environment of the country. The data suggests that the university's collaboration and affiliation patterns are transparent and well-governed. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution's exceptionally low rate confirms that its practices are far from any strategic attempt to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and unambiguous assignment of academic contributions.
With a Z-score of -0.249, the institution demonstrates a prudent and responsible profile, performing better than the national average of -0.173. This low-risk signal suggests that the university's quality control mechanisms prior to publication are functioning effectively. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, a rate lower than the national standard points towards a systemic strength. This indicates a robust integrity culture that successfully minimizes recurring malpractice or methodological flaws, thereby safeguarding the reliability of its scientific output before it reaches the public domain.
The institution's Z-score of -0.311 is notably lower than the national average of -0.119, reflecting a prudent approach to citation practices. This indicates that the university's research is achieving impact through external validation rather than relying on internal reinforcement. While a certain level of self-citation is natural in specialized research lines, the university's low rate effectively mitigates the risk of creating scientific 'echo chambers.' This demonstrates that the institution's academic influence is driven by genuine recognition from the global community, not by endogamous dynamics that could artificially inflate its perceived importance.
The institution exhibits a Z-score of 0.481, a medium-risk signal that indicates a higher exposure compared to the national average of 0.179. This is a significant area of concern, suggesting that the institution is more prone than its national peers to channel its research into questionable publication venues. A high proportion of output in discontinued journals constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. This pattern exposes the institution to severe reputational risks and suggests that a significant portion of its scientific production may not be meeting international ethical or quality standards, signaling an urgent need for improved information literacy to prevent the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -0.697, the institution shows a low-risk profile that contrasts sharply with the medium-risk national average of 0.074. This demonstrates remarkable institutional resilience, as internal control mechanisms appear to be successfully mitigating systemic risks prevalent in the country. The university's governance seems to effectively distinguish between necessary large-scale collaboration and the practice of author list inflation. This commitment to appropriate authorship ensures that individual accountability and transparency are maintained, preventing the dilution of responsibility that can occur with 'honorary' or political authorship practices.
The institution's Z-score of -0.384 is considerably lower than the national average of -0.064, indicating a prudent and sustainable impact model. This low-risk value suggests that the university's scientific prestige is structurally sound and not overly dependent on external partners for its impact. A narrow gap signifies that the excellence metrics are a result of genuine internal capacity and intellectual leadership. This is a strong indicator of a mature research ecosystem where the institution is not just a participant in collaborations but a driver of high-impact science.
The institution's Z-score of -1.413 is exceptionally low, positioning it well below the already low-risk national average of -0.430. This near-total absence of risk signals demonstrates a healthy balance between productivity and quality, aligning perfectly with national standards of academic integrity. The data strongly suggests that the university fosters an environment where meaningful intellectual contribution is valued over sheer publication volume. This effectively prevents risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a very low-risk profile, effectively isolating itself from the medium-risk dynamics observed at the national level (0.119). This preventive isolation is a clear strength, indicating that the university does not rely on its own journals for publication, thus avoiding potential conflicts of interest. By prioritizing external channels, the institution ensures its research undergoes independent peer review, which is essential for global visibility and competitive validation. This practice prevents academic endogamy and the use of internal journals as 'fast tracks' to inflate publication counts without standard scrutiny.
The institution records a Z-score of -0.950, a very low-risk signal that is significantly better than the national average of -0.245. This demonstrates a strong commitment to publishing substantive and coherent research, consistent with the low-risk context of the country. The data indicates that the university's authors are not engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications. This approach respects the scientific record and the peer-review system by prioritizing the dissemination of significant new knowledge over the artificial inflation of productivity metrics.