| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.480 | -0.526 |
|
Retracted Output
|
-0.371 | -0.173 |
|
Institutional Self-Citation
|
-0.518 | -0.119 |
|
Discontinued Journals Output
|
0.400 | 0.179 |
|
Hyperauthored Output
|
2.183 | 0.074 |
|
Leadership Impact Gap
|
0.654 | -0.064 |
|
Hyperprolific Authors
|
0.236 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.232 | -0.245 |
Izmir Bakircay University presents a complex integrity profile, marked by commendable strengths in internal governance but also significant vulnerabilities that require strategic attention. With an overall risk score of 0.118, the institution demonstrates a solid foundation, particularly in its commitment to external validation, as evidenced by its very low rate of publication in institutional journals and prudent management of retractions and self-citations. These strengths align with the university's academic achievements, where it holds competitive national rankings in key disciplines such as Physics and Astronomy (ranked 32nd in Turkey), Engineering (47th), and Computer Science (55th), according to SCImago Institutions Rankings data. However, this profile is contrasted by critical alerts, most notably a significant rate of hyper-authored output, and medium-risk signals in multiple affiliations, hyperprolific authors, and publication in discontinued journals. While the university's specific mission was not localized for this report, these risks pose a direct challenge to the universal academic mandate of achieving excellence with integrity and social responsibility. To secure its growing reputation, the university is advised to leverage its clear governance strengths to develop targeted policies that address authorship practices and publication channel selection, ensuring its quantitative growth is fully supported by qualitative rigor.
The institution's Z-score of 0.480 contrasts with the national average of -0.526. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit. The university's divergence from the national norm suggests a need to review its affiliation patterns to ensure they reflect genuine scientific collaboration rather than "affiliation shopping," thereby safeguarding the transparency of its institutional contributions.
With a Z-score of -0.371, the institution demonstrates a more prudent profile than the national standard, which stands at -0.173. This performance suggests that the university's quality control mechanisms are managed with greater rigor than the national average. Retractions can be complex, but a low rate like this is a positive indicator of responsible supervision and a robust integrity culture. It signals that pre-publication processes are effective in minimizing unintentional errors and preventing potential malpractice, reinforcing the reliability of the institution's scientific record.
The institution's Z-score of -0.518 is significantly lower than the country's average of -0.119, indicating a prudent profile in this area. This suggests the university manages its processes with more rigor than the national standard, actively avoiding the risks of scientific isolation. A certain level of self-citation is natural, but the institution's low rate demonstrates a healthy reliance on external scrutiny and validation from the global community. This practice strengthens its academic influence, ensuring it is built on broad recognition rather than internal 'echo chambers' or endogamous impact inflation.
The institution's Z-score of 0.400 reflects a high exposure to this risk, particularly when compared to the national average of 0.179. Although this is a systemic pattern nationally, the university is more prone to these alert signals than its peers. This constitutes a critical alert regarding due diligence in selecting dissemination channels. The higher score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of 2.183, the institution shows a significant risk level that sharply accentuates the vulnerabilities already present in the national system, where the average is a moderate 0.074. This finding suggests the university is amplifying a national trend to a critical degree. While extensive author lists are legitimate in 'Big Science' contexts, such a high score outside these fields can indicate systemic author list inflation, which dilutes individual accountability and transparency. This serves as an urgent signal to audit authorship practices and distinguish between necessary massive collaboration and potentially 'honorary' or political attributions that compromise scientific integrity.
The institution's Z-score of 0.654 marks a moderate deviation from the national average of -0.064, indicating a greater sensitivity to this risk factor. This positive gap suggests that while the university's overall impact is notable, the impact of research where it holds intellectual leadership is comparatively lower. This signals a potential sustainability risk, where scientific prestige may be dependent and exogenous rather than structural. It invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from a strategic positioning in collaborations where it does not exercise primary leadership.
The institution registers a Z-score of 0.236, a moderate deviation from the national average of -0.430. This shows that the university is more sensitive to this risk factor than its peers across the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation. It highlights a need to review productivity patterns to ensure that metrics do not overshadow the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a preventive isolation from a risk dynamic observed at the national level, where the average is 0.119. This is a significant strength, showing that the university does not replicate the risk of academic endogamy seen in its environment. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This commitment to external validation enhances its global visibility and protects it from using internal channels as 'fast tracks' that bypass standard competitive validation.
The institution's Z-score of -0.232 is statistically normal and aligns closely with the national average of -0.245. This indicates that the risk level is as expected for its context and size. The data suggests that the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, known as 'salami slicing,' is not a prevalent issue. This alignment with a low-risk national environment shows that the university's researchers are generally prioritizing the publication of significant new knowledge over the artificial inflation of output volume.
