| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.309 | -0.526 |
|
Retracted Output
|
0.079 | -0.173 |
|
Institutional Self-Citation
|
-1.200 | -0.119 |
|
Discontinued Journals Output
|
0.063 | 0.179 |
|
Hyperauthored Output
|
0.336 | 0.074 |
|
Leadership Impact Gap
|
0.679 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.339 | -0.245 |
Istanbul Bilim Universitesi demonstrates a robust scientific integrity profile, with an overall risk score of -0.289 indicating performance that is healthier than the global average. The institution exhibits significant strengths in maintaining transparent authorial and affiliative practices, with exceptionally low risk in areas such as the Rate of Multiple Affiliations, Institutional Self-Citation, Hyperprolific Authors, and Output in Institutional Journals. These results signal a culture that values external validation and prioritizes research quality over metric inflation. However, areas requiring strategic attention include a moderate deviation from the national norm in the Rate of Retracted Output and a notable dependency on external collaborations for impact. The institution's thematic strengths, as identified by SCImago Institutions Rankings data, are concentrated in Medicine and Biochemistry, Genetics and Molecular Biology, which directly aligns with its stated mission to cultivate a premier "HEALTH LABOR FORCE." To fully realize this mission, it is crucial to address the identified vulnerabilities. Risks such as retracted publications or reliance on external leadership could undermine the credibility and self-sufficiency essential for an institution aspiring to be a leader in health sciences. By reinforcing pre-publication quality controls and fostering internal research leadership, Istanbul Bilim Universitesi can ensure its operational integrity fully supports its commendable vision of social responsibility and academic excellence.
The institution presents a Z-score of -1.309, which is significantly lower than the national average of -0.526. This result reflects a commendable level of clarity and transparency in how institutional affiliations are declared. The absence of risk signals, even when compared to a country with an already low-risk profile, suggests that the university's policies effectively prevent practices like "affiliation shopping." While multiple affiliations can be legitimate, the institution's low rate indicates that its scholarly credit is being attributed in a clear and unambiguous manner, reinforcing its reputational integrity.
With a Z-score of 0.079, the institution shows a moderate risk level that deviates from the low-risk national average of -0.173. This greater sensitivity to retractions compared to its national peers warrants attention. Retractions are complex events, but a rate significantly higher than the norm can suggest that quality control mechanisms prior to publication may be failing systemically. This indicator serves as an alert to a potential vulnerability in the institution's integrity culture, indicating that a qualitative verification by management is necessary to investigate whether this is due to recurring malpractice or a lack of methodological rigor.
The institution's Z-score of -1.200 is exceptionally low, positioning it well below the national average of -0.119. This demonstrates a strong outward-looking research culture that relies on the broader scientific community for validation. A certain level of self-citation is natural, but the institution's very low rate confirms it is successfully avoiding the creation of scientific 'echo chambers.' This result suggests that the institution's academic influence is genuinely built on global community recognition rather than being inflated by endogamous or internal citation dynamics.
The institution's Z-score for this indicator is 0.063, which, while indicating a medium risk, is notably better than the national average of 0.179. This suggests a pattern of differentiated management where the university moderates a risk that appears more common across the country. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. Although the institution is performing better than its peers, the existing risk indicates a need to reinforce information literacy among researchers to completely avoid channeling work through media that may not meet international ethical standards, thereby preventing reputational damage and the misallocation of resources.
With a Z-score of 0.336, the institution shows a higher exposure to this risk compared to the national average of 0.074, although both fall within the medium-risk category. This suggests the institution is more prone to publishing works with extensive author lists than its national counterparts. While this is legitimate in 'Big Science' fields, its prevalence here serves as a signal to distinguish between necessary massive collaboration and potential 'honorary' authorship practices. The higher-than-average score indicates a need to ensure that authorship contributions are transparent and accountable, thereby preventing the dilution of individual responsibility.
The institution exhibits a Z-score of 0.679, a moderate risk level that marks a significant deviation from the low-risk national average of -0.064. This wide positive gap suggests that the institution's overall scientific prestige may be highly dependent on collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk, as its impact appears more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics result from its own consolidated internal capacity or from strategic positioning in partnerships led by external entities.
The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.430. This is a clear indicator of a healthy research environment that prioritizes quality over sheer volume of output. The complete absence of signals related to hyperprolific authors suggests that the institution is effectively mitigating risks such as coercive authorship or the assignment of credit without real participation. This strong performance underscores a culture where meaningful intellectual contribution is valued over the artificial inflation of publication metrics.
With a Z-score of -0.268, the institution operates with a very low risk in this area, demonstrating a clear preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 0.119). This indicates a strong commitment to external and independent peer review. By avoiding excessive dependence on its own journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and credibility of its research, confirming that its scientific production undergoes standard competitive validation rather than relying on internal 'fast tracks'.
The institution's Z-score of -0.339 reflects a prudent profile, indicating that it manages its publication processes with more rigor than the national standard (Z-score of -0.245). Although both are in the low-risk category, the institution's better performance suggests a stronger defense against 'salami slicing.' This practice, which involves dividing a study into minimal publishable units to inflate productivity, distorts scientific evidence. The institution's lower rate indicates a commendable focus on publishing significant, coherent bodies of work over artificially increasing publication counts.
