| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.395 | -0.526 |
|
Retracted Output
|
-0.418 | -0.173 |
|
Institutional Self-Citation
|
-0.286 | -0.119 |
|
Discontinued Journals Output
|
0.276 | 0.179 |
|
Hyperauthored Output
|
-1.109 | 0.074 |
|
Leadership Impact Gap
|
-0.894 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.488 | -0.245 |
Aksaray University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.517. The institution exhibits exceptional control over potential research malpractice, with performance in the vast majority of indicators significantly exceeding national benchmarks. Key strengths are evident in its very low rates of hyperprolific authorship, multiple affiliations, and reliance on institutional journals, showcasing a culture that prioritizes quality and transparency. This strong integrity framework provides a solid foundation for its thematic areas of excellence, where, according to SCImago Institutions Rankings data, it holds prominent national positions in fields such as Pharmacology, Toxicology and Pharmaceutics, Veterinary, and Energy. This commitment to ethical research directly supports the university's mission to train "qualified, competitive, and innovative" professionals. However, a medium-risk signal in the rate of publications in discontinued journals presents a specific vulnerability that could undermine its reputation for innovation and quality. By addressing this single area of exposure, Aksaray University can fully align its operational practices with its strategic vision, ensuring its contributions to regional and national development are built on a foundation of unimpeachable scientific excellence.
With a Z-score of -1.395, significantly lower than the national average of -0.526, Aksaray University shows an exemplary and transparent approach to author affiliations. This performance indicates that the institution's collaborative practices are clear and well-defined, aligning with a national context that already maintains a low-risk profile. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's exceptionally low rate provides strong assurance against strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of straightforward academic attribution.
The institution's Z-score for retracted output is -0.418, a very low value that is notably better than the country's already low-risk average of -0.173. This result suggests that the university's quality control mechanisms prior to publication are highly effective. Retractions can be complex, but a rate significantly lower than the norm is a positive indicator of a healthy integrity culture. It signals that issues are likely prevented by strong methodological rigor and responsible supervision, rather than being corrected post-publication, thereby protecting the institution's scientific record and reputation.
Aksaray University demonstrates a prudent and externally-focused citation profile, with a Z-score of -0.286, which is more rigorous than the national average of -0.119. Although both the institution and the country fall within a low-risk category, the university's lower score indicates a stronger tendency to engage with the global scientific community. This practice mitigates the risk of creating scientific 'echo chambers' where work is validated primarily through internal citation. By avoiding disproportionately high rates of self-citation, the institution ensures its academic influence is a reflection of broad external recognition rather than being inflated by endogamous dynamics.
The university's Z-score of 0.276 for output in discontinued journals, which is higher than the national average of 0.179, signals an area of high exposure and a notable vulnerability. This indicator serves as a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of publications in such journals suggests that a segment of the university's research is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and indicates an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality venues.
The institution exhibits significant resilience against authorship inflation, with a Z-score of -1.109, in stark contrast to the medium-risk national average of 0.074. This demonstrates that the university's internal control mechanisms are effectively mitigating a systemic risk present in its environment. While extensive author lists are legitimate in 'Big Science,' the university's low score outside these contexts indicates strong governance that promotes proper accountability and transparency. This serves as a clear signal that the institution successfully distinguishes between necessary massive collaboration and questionable 'honorary' or political authorship practices.
With a Z-score of -0.894, far below the national average of -0.064, the university demonstrates remarkable scientific autonomy and sustainable internal capacity. This very low gap indicates that the institution's overall scientific prestige is not dependent on external partners but is structurally driven by research where its own members exercise intellectual leadership. This result counters the risk of cultivating an exogenous and dependent impact, confirming that the university's high-quality metrics are the result of genuine internal capabilities and not merely strategic positioning in collaborations led by others.
Aksaray University maintains an exceptionally healthy research environment regarding author productivity, with a Z-score of -1.413, which is substantially lower than the national average of -0.430. This very low rate of hyperprolific authors is a strong indicator of a culture that values quality over sheer quantity. By avoiding extreme individual publication volumes, the institution effectively sidesteps risks such as coercive authorship, 'salami slicing,' or the assignment of authorship without meaningful intellectual contribution. This focus ensures that the institutional research record is built on integrity and substantive work, not on dynamics that prioritize metrics over science.
The university demonstrates a clear commitment to external validation and global visibility, with a Z-score of -0.268 in a national context where publishing in institutional journals is a medium-risk practice (country Z-score of 0.119). This preventive isolation shows that the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on in-house journals, the university sidesteps potential conflicts of interest and academic endogamy. This ensures its scientific production bypasses internal 'fast tracks' and is instead subjected to independent, external peer review, strengthening its credibility and global reach.
The institution shows a strong commitment to publishing complete and significant research, reflected in a very low Z-score of -0.488 for redundant output, which is better than the national average of -0.245. This performance indicates that the university's researchers prioritize the communication of substantive findings over artificially inflating productivity metrics. The low incidence of massive bibliographic overlap between publications suggests a culture that discourages data fragmentation or 'salami slicing,' thereby ensuring that the university's output contributes meaningful new knowledge to the scientific record rather than over-burdening the review system with minimally publishable units.
