| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.501 | -0.526 |
|
Retracted Output
|
-0.315 | -0.173 |
|
Institutional Self-Citation
|
-0.675 | -0.119 |
|
Discontinued Journals Output
|
0.336 | 0.179 |
|
Hyperauthored Output
|
-0.195 | 0.074 |
|
Leadership Impact Gap
|
-0.192 | -0.064 |
|
Hyperprolific Authors
|
-1.330 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.940 | -0.245 |
Pamukkale University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.437, which indicates performance significantly better than the global average. The institution's primary strengths lie in its exceptionally low rates of Multiple Affiliations, Hyperprolific Authors, Redundant Output, and publication in its own institutional journals, suggesting a culture of transparency and a focus on substantive research. This strong integrity framework supports its academic excellence, particularly in its highest-ranking thematic areas within Turkey, which include Psychology, Arts and Humanities, Dentistry, and Medicine, according to SCImago Institutions Rankings data. This performance aligns directly with its mission to be a university with a "strong corporate identity" that "fulfils professional and social responsibilities." However, the medium-risk signal for publications in discontinued journals presents a notable vulnerability. This practice contradicts the mission's aim to operate "in accordance with the requirements of the age" and could undermine its reputation. Overall, the university is in a formidable position, and a strategic focus on improving researchers' information literacy regarding publication venues would further solidify its standing as a leader in responsible research.
The institution presents a very low-risk Z-score of -1.501, which is significantly below the national average of -0.526. This demonstrates a consistent, low-risk profile where the absence of concerning signals not only aligns with but improves upon the national standard. While multiple affiliations can be a legitimate outcome of collaboration, the university's exceptionally low rate suggests that its affiliations are managed with high transparency, effectively avoiding strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This reinforces a commitment to clear and legitimate collaborative frameworks.
With a Z-score of -0.315, the institution shows a lower risk level than the national average of -0.173, positioning it favorably within the country. This suggests a prudent profile, where quality control processes appear to be managed with more rigor than the national standard. Retractions can be complex, sometimes resulting from the responsible correction of honest errors. However, the university's lower-than-average rate indicates that its pre-publication review mechanisms are effective, systemically preventing the kinds of methodological failures or potential malpractice that could lead to a high volume of retractions and thus protecting its integrity culture.
The institution's Z-score of -0.675 is substantially lower than the national average of -0.119, indicating a prudent and outward-looking research profile. This suggests that the university manages its citation practices with greater rigor than its national peers. A certain level of self-citation is natural for developing established research lines, but the institution's very low rate demonstrates a healthy integration with the global scientific community. This approach successfully avoids the creation of scientific 'echo chambers' and mitigates the risk of endogamous impact inflation, ensuring its academic influence is validated by external scrutiny rather than internal dynamics.
The institution's Z-score of 0.336 is in the medium-risk category and is notably higher than the national average of 0.179. This indicates a high exposure to this particular risk, suggesting the university is more prone to this issue than its peers. This is a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in such journals indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to prevent the waste of resources on 'predatory' or low-quality venues.
The institution maintains a low-risk Z-score of -0.195, contrasting sharply with the medium-risk national average of 0.074. This difference highlights significant institutional resilience, suggesting that internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. While extensive author lists are legitimate in 'Big Science' fields, a high rate outside these contexts can signal author list inflation. The university's low score indicates it successfully promotes a culture of accountability and transparency, distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices.
With a Z-score of -0.192, which is lower than the national average of -0.064, the institution demonstrates a prudent and self-reliant research profile. This indicates that the university's scientific prestige is built on a foundation of strong internal capacity and intellectual leadership, rather than being overly dependent on external partners. A low gap signals a sustainable model of excellence, where impact is a direct result of the institution's own structural capabilities, avoiding the risk of cultivating a scientific prestige that is merely exogenous and not representative of its core research strength.
The institution exhibits a very low-risk Z-score of -1.330, far below the country's low-risk average of -0.430. This demonstrates an exemplary low-profile consistency, where the absence of risk signals surpasses the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's score indicates a healthy balance between quantity and quality, suggesting it is not exposed to risks such as coercive authorship or data fragmentation driven by a "publish or perish" culture. This prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution's very low-risk Z-score of -0.268 stands in stark contrast to the medium risk observed at the national level (0.119). This indicates a state of preventive isolation, where the university successfully avoids replicating a risk dynamic common in its environment. While in-house journals can serve local dissemination needs, excessive dependence on them creates conflicts of interest. The university's low rate ensures its scientific production largely undergoes independent external peer review, which is crucial for limiting academic endogamy, enhancing global visibility, and validating research through standard competitive channels.
With a very low-risk Z-score of -0.940 compared to the national score of -0.245, the institution demonstrates an exemplary commitment to research integrity. This low-profile consistency, which surpasses the national standard, indicates that the practice of fragmenting a single study into 'minimal publishable units' to artificially inflate productivity is not a concern. Massive bibliographic overlap between publications can distort the scientific evidence base. The university's performance suggests a focus on generating significant, coherent new knowledge, thereby upholding the principles of responsible and impactful research.
