| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.348 | -0.526 |
|
Retracted Output
|
-0.456 | -0.173 |
|
Institutional Self-Citation
|
1.270 | -0.119 |
|
Discontinued Journals Output
|
0.080 | 0.179 |
|
Hyperauthored Output
|
-1.197 | 0.074 |
|
Leadership Impact Gap
|
0.546 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
0.915 | -0.245 |
Bilecik Seyh Edebali University presents a solid scientific integrity profile, reflected in an overall risk score of -0.247, which indicates a low general exposure to questionable research practices. The institution demonstrates significant strengths in maintaining very low rates of retracted output, hyper-authored publications, hyperprolific authors, and output in its own journals, showcasing robust internal controls and a commitment to quality. However, areas requiring strategic attention include a moderate tendency towards institutional self-citation, redundant publications (salami slicing), and a notable gap between its overall research impact and the impact of work under its direct leadership. These vulnerabilities, while not critical, could challenge the institution's mission "to provide original scientific research" by potentially favoring quantity over quality and relying on external leadership for impact. The university's strong positioning in key thematic areas, as evidenced by its SCImago Institutions Rankings in Turkey for Pharmacology, Toxicology and Pharmaceutics (12th), Energy (22nd), and Business, Management and Accounting (29th), provides a solid foundation. To fully align its practices with its mission of excellence, the university is encouraged to leverage its clear strengths in research governance to address these moderate-risk areas, thereby ensuring its scientific contributions are both original and structurally sustainable.
The institution's Z-score for multiple affiliations is -0.348, which, while low, is slightly above the national average of -0.526. This minimal difference suggests an incipient vulnerability that warrants monitoring. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight upward trend compared to the national context could be an early signal of strategic attempts to inflate institutional credit. A proactive review of affiliation policies is recommended to ensure that all declared affiliations are substantive and transparent before this pattern escalates.
The institution demonstrates an exceptionally low rate of retracted publications (Z-score: -0.456), performing significantly better than the already low-risk national standard (Z-score: -0.173). This absence of risk signals aligns perfectly with a context of high integrity, indicating that the university's pre-publication quality control and supervision mechanisms are highly effective. This strong performance confirms that the institutional culture successfully prevents the kind of systemic methodological failures or recurring malpractice that a higher rate of retractions would suggest.
A medium-risk signal is observed in the rate of institutional self-citation (Z-score: 1.270), marking a moderate deviation from the low-risk national average (Z-score: -0.119). This indicates that the university is more sensitive to this risk factor than its peers. While a certain level of self-citation is natural, this disproportionately high rate warns of potential scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend poses a risk of endogamous impact inflation, suggesting the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
With a Z-score of 0.080, the institution registers a medium-risk level for publishing in discontinued journals, yet this performance is notably better than the national average (Z-score: 0.179). This suggests a pattern of differentiated management; while publishing in low-quality journals is a common risk in the country, the university appears to moderate this trend more effectively than its peers. A high proportion of output in such media is a critical alert regarding due diligence in selecting dissemination channels, and the institution's relative control indicates a commendable effort to avoid reputational damage and the waste of resources on predatory practices.
The institution shows a very low rate of hyper-authored publications (Z-score: -1.197), demonstrating a clear preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.074). This result indicates that the university does not replicate the national tendency toward potential author list inflation. By maintaining this standard, the institution reinforces individual accountability and transparency, effectively distinguishing its legitimate large-scale collaborations from 'honorary' or political authorship practices that can dilute the value of scientific contributions.
A medium-risk signal is detected in the gap between the institution's total research impact and the impact of work where it holds a leadership role (Z-score: 0.546). This represents a moderate deviation from the low-risk national average (Z-score: -0.064), highlighting a particular institutional vulnerability. A wide positive gap suggests that scientific prestige may be dependent and exogenous, not structural. This finding calls for a strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from its positioning in collaborations where it does not exercise intellectual leadership, which could pose a risk to its long-term scientific sustainability.
The institution maintains a very low incidence of hyperprolific authors, with a Z-score of -1.413 that is even more conservative than the low national average (Z-score: -0.430). This absence of risk signals is consistent with the national standard and points to a healthy institutional balance between research quantity and quality. By avoiding extreme individual publication volumes, which often challenge the limits of meaningful intellectual contribution, the university effectively mitigates risks such as coercive authorship or authorship assigned without real participation, thereby prioritizing the integrity of its scientific record.
With a very low Z-score of -0.268, the institution demonstrates a clear preventive isolation from the medium-risk national trend of publishing in institutional journals (Z-score: 0.119). This indicates a strong institutional commitment to external and independent scientific validation. By avoiding over-reliance on in-house journals, the university circumvents potential conflicts of interest and academic endogamy, ensuring its research undergoes standard competitive peer review. This practice not only enhances the global visibility of its output but also reinforces its scientific credibility.
The institution's rate of redundant output registers a medium-risk Z-score of 0.915, a moderate deviation from the low-risk national benchmark (Z-score: -0.245). This suggests a greater exposure to the practice of data fragmentation, or 'salami slicing,' compared to its national peers. A high value in this indicator is an alert for the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This behavior can distort the scientific evidence base and prioritizes volume over the generation of significant new knowledge, warranting a review of authorship and publication guidelines.
