| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.822 | -0.526 |
|
Retracted Output
|
0.418 | -0.173 |
|
Institutional Self-Citation
|
1.182 | -0.119 |
|
Discontinued Journals Output
|
0.055 | 0.179 |
|
Hyperauthored Output
|
-0.854 | 0.074 |
|
Leadership Impact Gap
|
-0.407 | -0.064 |
|
Hyperprolific Authors
|
0.647 | -0.430 |
|
Institutional Journal Output
|
1.484 | 0.119 |
|
Redundant Output
|
-0.833 | -0.245 |
Ataturk University presents a robust scientific integrity profile, reflected in its overall risk score of 0.222. The institution demonstrates significant strengths in maintaining low rates of redundant output, hyper-authored publications, and multiple affiliations, indicating a solid foundation in ethical research practices. These strengths are complemented by outstanding thematic performance, with SCImago Institutions Rankings placing the university at the forefront in Turkey for key areas such as Veterinary (1st), Pharmacology, Toxicology and Pharmaceutics (2nd), Biochemistry, Genetics and Molecular Biology (4th), and both Agricultural and Biological Sciences and Social Sciences (5th). However, medium-risk indicators in Retracted Output, Institutional Self-Citation, and Output in Institutional Journals present a strategic challenge. These vulnerabilities, suggesting tendencies towards academic endogamy and potential gaps in pre-publication quality control, could undermine the university's mission to "add value to science and art at a universal level." Achieving universal recognition requires external validation and global engagement, which are at odds with insular publication practices. To fully align its operational integrity with its ambitious mission, the university is encouraged to leverage its clear areas of strength to develop targeted policies that mitigate these risks, thereby ensuring its significant research contributions achieve the global impact and credibility they deserve.
With a Z-score of -0.822, the institution exhibits a lower rate of multiple affiliations compared to the national average of -0.526. This prudent profile suggests that the university manages its affiliation declarations with greater rigor than the national standard. The data indicates a well-controlled process that effectively avoids practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," reinforcing a culture of transparency and clear attribution.
The institution's rate of retracted output registers a Z-score of 0.418, placing it in the medium-risk category and showing a moderate deviation from the low-risk national average (-0.173). This suggests a greater sensitivity to factors leading to retractions compared to its peers. A rate significantly higher than the national context alerts to a potential vulnerability in the institution's integrity culture, suggesting that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country. This finding indicates a possible need for qualitative verification by management to address any recurring malpractice or lack of methodological rigor.
The university's Z-score for institutional self-citation is 1.182, a medium-risk value that marks a significant deviation from the low-risk national average (-0.119). This indicates a greater tendency towards internal citation practices than its national peers. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers.' The value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the broader global scientific community.
The institution's rate of publication in discontinued journals (Z-score: 0.055) is at a medium-risk level, yet it is notably lower than the national average (0.179), which is also in the medium-risk category. This reflects a differentiated management approach, where the university successfully moderates a risk that appears more common across the country. This performance suggests a more effective due diligence process in selecting dissemination channels compared to its national peers, thereby reducing exposure to the severe reputational risks associated with 'predatory' or low-quality publishing practices.
Ataturk University demonstrates a low rate of hyper-authored output (Z-score: -0.854), a stark contrast to the medium-risk level observed nationally (0.074). This result points to strong institutional resilience, with internal control mechanisms appearing to effectively mitigate a systemic risk present in its environment. The data suggests that the institution successfully distinguishes between necessary massive collaboration and practices like 'honorary' authorship, thereby upholding standards of individual accountability and transparency that are more robust than the national trend.
The institution exhibits a low gap between its overall impact and the impact of its leadership-driven research, with a Z-score of -0.407 that is more rigorous than the national standard (-0.064). This prudent profile indicates that the university's scientific prestige is built on a sustainable foundation of internal capacity and intellectual leadership, rather than being dependent on external partners. This performance signals a structural model of excellence, avoiding the sustainability risks associated with an impact that is primarily exogenous.
The university's rate of hyperprolific authors is at a medium-risk level (Z-score: 0.647), representing a moderate deviation from the low-risk national standard (-0.430). This suggests the institution is more sensitive than its peers to factors encouraging extreme individual publication volumes. 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. These dynamics prioritize metrics over the integrity of the scientific record and warrant a review of institutional authorship policies.
The institution's rate of publication in its own journals presents a Z-score of 1.484. Although this falls within the medium-risk category, it is significantly higher than the national average (0.119), indicating a high exposure to this specific risk. This strong dependence on in-house journals raises potential conflicts of interest and warns of academic endogamy, where scientific production might bypass independent external peer review. This practice could limit global visibility and suggests the use of internal channels as 'fast tracks' to inflate publication counts without standard competitive validation.
With a Z-score of -0.833, the institution demonstrates a very low rate of redundant output, an indicator of strong integrity that aligns with the low-risk national context (-0.245). This absence of risk signals points to a commendable adherence to ethical publication standards. The data suggests the university effectively avoids data fragmentation or 'salami slicing,' where studies are artificially divided to inflate productivity. This commitment to publishing significant, coherent new knowledge over prioritizing sheer volume represents a clear institutional strength.
