| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.276 | -0.526 |
|
Retracted Output
|
-0.268 | -0.173 |
|
Institutional Self-Citation
|
0.012 | -0.119 |
|
Discontinued Journals Output
|
0.343 | 0.179 |
|
Hyperauthored Output
|
-0.461 | 0.074 |
|
Leadership Impact Gap
|
-0.459 | -0.064 |
|
Hyperprolific Authors
|
0.357 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.632 | -0.245 |
Selcuk University presents a robust scientific integrity profile, characterized by a low overall risk score (-0.208) and notable strengths in maintaining research autonomy and transparency. The institution demonstrates exemplary performance in areas such as Rate of Output in Institutional Journals, Rate of Multiple Affiliations, and Rate of Redundant Output, consistently outperforming national averages and indicating a strong internal governance framework. However, areas requiring strategic attention include a moderate deviation from national norms in Institutional Self-Citation and the Rate of Hyperprolific Authors, alongside a higher-than-average exposure to publication in discontinued journals. These vulnerabilities could subtly undermine the university's mission to foster "virtuous individuals" and conduct "sustainable progress-oriented researches" by creating risks of academic insularity and prioritizing quantity over quality. The university's strong national standing, particularly its Top 5 ranking in Veterinary and excellent positions in Agricultural and Biological Sciences and Arts and Humanities according to SCImago Institutions Rankings data, provides a solid foundation of academic excellence. To fully align its practices with its mission, the university is advised to leverage its governance strengths to develop targeted policies that mitigate the identified risks, thereby ensuring its research ecosystem is not only productive but also fully sustainable and ethically sound.
The institution exhibits a Z-score of -1.276, significantly lower than the national average of -0.526. This result indicates a commendable level of clarity and transparency in its collaborative frameworks. The absence of risk signals in this area, even when compared to a low-risk national context, suggests that the university's affiliations are well-defined and not prone to strategic manipulation. While multiple affiliations can be legitimate, the institution's very low rate provides strong assurance against practices like "affiliation shopping," reinforcing a culture where institutional credit is earned through clear and direct contributions.
With a Z-score of -0.268, the institution demonstrates a more rigorous approach to quality control than the national standard (Z-score: -0.173). This prudent profile suggests that the university's pre-publication review and supervision mechanisms are effective in minimizing errors that could later lead to retractions. A retraction rate below the national average is a positive sign of responsible scientific conduct, indicating that while the institution is prepared to correct the scientific record when necessary, its systemic checks are robust enough to prevent a recurring pattern of malpractice or methodological failure.
The institution's Z-score of 0.012 marks a moderate deviation from the national average of -0.119, indicating a greater sensitivity to this risk factor than its peers. This divergence warrants attention, as disproportionately high rates of self-citation can signal the formation of scientific 'echo chambers' where research is validated internally rather than by the broader academic community. This trend could lead to an endogamous inflation of impact, suggesting that the institution's perceived influence may be partly sustained by internal dynamics, a practice that could limit its global reach and external validation.
The institution shows a Z-score of 0.343, indicating higher exposure to this risk compared to the national average of 0.179. This pattern suggests that the university is more prone than its peers to channeling research into outlets that do not meet international ethical or quality standards. A high proportion of publications in such journals is a critical alert regarding due diligence in dissemination, exposing the institution to severe reputational risks and signaling an urgent need to enhance information literacy among its researchers to avoid predatory practices and ensure resources are invested in credible, high-impact channels.
With a Z-score of -0.461, the institution demonstrates significant resilience against a risk that is more prevalent at the national level (Z-score: 0.074). This suggests that the university's internal control mechanisms effectively mitigate the country's systemic tendency toward potential author list inflation. By maintaining a low rate of hyper-authorship, the institution reinforces a culture of accountability and transparency, successfully distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship practices that can dilute individual responsibility.
The institution's Z-score of -0.459 is markedly better than the national average of -0.064, reflecting a prudent and sustainable research profile. This low score indicates that the university's scientific prestige is not overly dependent on external partners but is instead driven by its own structural capacity and intellectual leadership. This robust autonomy is a key strength, demonstrating that the institution's excellence metrics are the result of genuine internal capabilities, ensuring long-term scientific sustainability and influence.
The institution's Z-score of 0.357 represents a moderate deviation from the national standard (Z-score: -0.430), where this risk is low. This discrepancy is an alert that requires a review of its causes. The presence of authors with extreme publication volumes challenges the perceived limits of meaningful intellectual contribution and can signal an imbalance between quantity and quality. This indicator points to potential risks such as coercive authorship or 'salami slicing,' dynamics that prioritize metric-based performance over the integrity of the scientific record and warrant closer institutional oversight.
The institution's Z-score of -0.268 is exceptionally low, especially when contrasted with the medium-risk national environment (Z-score: 0.119). This demonstrates a form of preventive isolation, where the university actively avoids the risk dynamics observed elsewhere in the country. By not relying on its own journals, the institution sidesteps potential conflicts of interest and academic endogamy, ensuring its research undergoes independent external peer review. This commitment to global validation standards enhances its credibility and prevents the use of internal channels as 'fast tracks' to inflate productivity without competitive scrutiny.
With a Z-score of -0.632, the institution shows an almost complete absence of risk signals, performing even better than the low-risk national average of -0.245. This low-profile consistency is a strong indicator of a healthy research culture that values substantive contributions over volume. It suggests that the university's researchers are focused on producing coherent, impactful studies rather than engaging in 'salami slicing'—the practice of fragmenting data into minimal publishable units to artificially inflate publication counts. This commitment to scientific integrity strengthens the reliability of its research output.
