| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.828 | -0.526 |
|
Retracted Output
|
0.211 | -0.173 |
|
Institutional Self-Citation
|
-1.401 | -0.119 |
|
Discontinued Journals Output
|
-0.017 | 0.179 |
|
Hyperauthored Output
|
0.028 | 0.074 |
|
Leadership Impact Gap
|
-0.375 | -0.064 |
|
Hyperprolific Authors
|
-1.284 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.707 | -0.245 |
Istanbul Medeniyet University demonstrates a robust scientific integrity profile, with an overall risk score of -0.301 that positions it favorably against the global average. The institution's primary strengths lie in its exceptionally low-risk indicators for Institutional Self-Citation, Hyperprolific Authors, Output in Institutional Journals, and Redundant Output, signaling strong internal governance and a culture that prioritizes external validation and substantive research contributions. Areas requiring strategic attention are the medium-risk signals observed in the Rate of Retracted Output and Hyper-Authored Output. These strengths in research integrity provide a solid foundation for the university's notable academic achievements, including its excellent national rankings in Economics, Econometrics and Finance (2nd in Turkey) and Agricultural and Biological Sciences (8th in Turkey), according to SCImago Institutions Rankings data. This commitment to ethical practice aligns well with the institutional mission "to be an original and civilization-oriented university that adds universal values." However, the identified medium-risk areas could challenge this mission by potentially undermining perceptions of quality control and transparency. To fully align its operational excellence with its aspirational vision, it is recommended that the university focuses on refining its pre-publication review processes and authorship policies, thereby reinforcing its commitment to generating science of enduring universal value.
The institution presents a Z-score of -0.828, which is notably lower than the national average of -0.526. This indicates that the university manages its affiliation practices with more rigor than the national standard, reflecting a prudent and controlled approach. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's contained rate suggests a low risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby reinforcing a culture of transparent and accurate academic crediting.
The institution's Z-score for retracted output is 0.211, a moderate deviation from the national average of -0.173, which is in the low-risk category. This suggests the university shows a greater sensitivity to risk factors leading to retractions than its national peers. Retractions are complex events, but a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This score suggests that quality control mechanisms prior to publication may be facing systemic challenges, indicating a potential for recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management.
With a Z-score of -1.401, the institution demonstrates an exceptionally low rate of self-citation, far below the national average of -0.119. This absence of risk signals is not only consistent with the low-risk national context but also showcases an even stronger commitment to external validation. This result effectively dismisses concerns about scientific isolation or 'echo chambers' where an institution might validate its own work without sufficient external scrutiny. It confirms that the university's academic influence is built on broad recognition from the global community rather than being inflated by internal dynamics.
The institution displays notable institutional resilience, with a Z-score of -0.017 in a national context where this indicator is a medium-level risk (Z-score of 0.179). This suggests that the university's internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. A high proportion of output in such journals constitutes a critical alert, but this institution's low score indicates strong due diligence in selecting dissemination channels. This protects it from severe reputational risks and shows a commitment to avoiding 'predatory' or low-quality practices.
The institution's Z-score of 0.028 for hyper-authored output is closely aligned with the national average of 0.074, with both falling into the medium-risk category. This alignment suggests that the university's co-authorship patterns reflect a systemic practice shared at a national level, possibly driven by disciplinary norms or funding structures. While extensive author lists are legitimate in 'Big Science' fields, this indicator serves as a signal to continually distinguish between necessary massive collaboration and the risk of 'honorary' or political authorship practices that can dilute individual accountability and transparency.
The institution's Z-score of -0.375 is significantly lower than the national average of -0.064, indicating that it manages its research leadership with greater rigor than the national standard. A low score in this indicator is a positive sign, reflecting a healthy balance between the impact generated from collaborations and that from research led internally. This demonstrates that the university's scientific prestige is not overly dependent on external partners but is rooted in its own structural capacity, mitigating any risk of its excellence metrics being perceived as exogenous rather than the result of real internal capability.
With an exceptionally low Z-score of -1.284, far below the national average of -0.430, the institution shows a complete absence of risk signals related to hyperprolific authorship. This result is consistent with the low-risk national environment but demonstrates an even more robust position. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score indicates a culture that prioritizes quality over sheer quantity, effectively preventing potential imbalances such as coercive authorship or assigning credit without real participation, thereby safeguarding the integrity of its scientific record.
The institution demonstrates a clear preventive isolation from risk dynamics observed in its national environment, with a very low Z-score of -0.268 compared to the country's medium-risk average of 0.119. This stark contrast signals a strong institutional policy of seeking independent external peer review. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes standard competitive validation, enhancing its global visibility and credibility.
The institution's practices show a near-total absence of redundant output, with a Z-score of -0.707 that is significantly lower than the already low national average of -0.245. This result is consistent with a national context of integrity but highlights the university's exemplary stance on this issue. A high value in this indicator would alert to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. The university's extremely low score indicates a strong focus on producing significant new knowledge, upholding the principles of robust scientific communication and avoiding practices that distort the available evidence.
