| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.139 | -0.615 |
|
Retracted Output
|
-0.362 | 0.777 |
|
Institutional Self-Citation
|
-1.072 | -0.262 |
|
Discontinued Journals Output
|
0.620 | 0.094 |
|
Hyperauthored Output
|
-1.178 | -0.952 |
|
Leadership Impact Gap
|
-0.242 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.856 | -0.390 |
Aja University of Medical Sciences presents a robust scientific integrity profile, marked by an overall score of -0.306 that reflects a commendable balance between operational strengths and specific areas for strategic improvement. The institution demonstrates exceptional control over authorship and citation practices, with very low risk signals in Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Redundant Output. Furthermore, the university shows notable resilience, effectively insulating itself from national trends toward higher rates of retractions, impact dependency, and publishing in institutional journals. The primary vulnerabilities are concentrated in two areas: a Rate of Multiple Affiliations and a Rate of Output in Discontinued Journals that exceed national averages, warranting focused attention. These findings are contextualized by the university's strong positioning in the SCImago Institutions Rankings, particularly in Dentistry, Medicine, Pharmacology, Toxicology and Pharmaceutics, and Biochemistry, Genetics and Molecular Biology. While the institution's formal mission was not available for this analysis, the identified risks—especially the use of low-quality publication channels—could undermine any objective centered on research excellence and societal trust. To build upon its solid foundation, the university is advised to implement targeted policies on affiliation transparency and journal selection criteria, thereby ensuring its operational integrity fully supports its clear thematic strengths.
The institution presents a Z-score of 0.139, which contrasts with the national average of -0.615. 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, this heightened rate suggests a need to review internal policies. The data points to a potential strategic use of affiliations to inflate institutional credit or "affiliation shopping," a practice that, if unmonitored, could dilute the university's distinct academic identity and misrepresent its collaborative contributions.
With a Z-score of -0.362, the institution demonstrates strong performance, particularly when compared to the national average of 0.777, which signals a medium risk level. This disparity highlights the university's institutional resilience, suggesting that its internal control mechanisms are effectively mitigating the systemic risks of retraction prevalent in the country. A low rate of retractions is a sign of responsible supervision and robust quality control prior to publication. Unlike the broader national context, which may be experiencing challenges in methodological rigor, the university's performance indicates a healthy integrity culture that successfully prevents recurring malpractice or systemic errors from reaching the publication stage.
The institution's Z-score of -1.072 is exceptionally low, positioning it favorably against the national average of -0.262. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and even surpasses the national standard for external validation. A certain level of self-citation is natural, but this very low rate confirms that the university is not operating in a scientific 'echo chamber.' Instead, it reflects a strong integration with the global research community, where its work is validated through external scrutiny rather than internal dynamics, effectively avoiding any risk of endogamous impact inflation.
The university's Z-score for this indicator is 0.620, while the national average is 0.094. Although both fall within a medium-risk category, the institution shows a significantly higher exposure to this risk than its national environment. This finding constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage. It suggests an urgent need to enhance information literacy among researchers to prevent the waste of resources on 'predatory' or low-quality practices that undermine the credibility of their scientific output.
The institution records a Z-score of -1.178, a very low value that is consistent with the low-risk national average of -0.952. This alignment indicates that the university's authorship practices are well-calibrated and do not present signals of author list inflation. In fields outside of 'Big Science,' where extensive author lists are not the norm, this low score is a positive sign of transparency and individual accountability. It suggests that the institution successfully distinguishes between necessary collaboration and 'honorary' authorship, fostering a culture where credit is assigned appropriately.
The institution's Z-score of -0.242 reflects a low and healthy gap, standing in stark contrast to the national average of 0.445, which indicates a medium-risk dependency on external partners. This demonstrates significant institutional resilience, as the university's scientific prestige appears to be built on a solid foundation of internal capacity. The data suggests that, unlike the national trend, the impact of research led by the institution is commensurate with its overall collaborative impact. This signals that its excellence is structural and sustainable, stemming from genuine intellectual leadership rather than a strategic positioning in collaborations where it plays a secondary role.
With a Z-score of -1.413, the institution shows a near-total absence of hyperprolific authors, a figure significantly lower than the national average of -0.247. This low-profile consistency with a risk-averse environment is a strong indicator of a healthy research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This very low rate suggests the university prioritizes quality over quantity, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of its scientific record.
The institution has a Z-score of -0.268, indicating a very low reliance on its own journals. This represents a case of preventive isolation, as it starkly contrasts with the national average of 1.432, which points to a medium-risk trend of academic endogamy. By avoiding the national dynamic, the university demonstrates a strong commitment to independent, external peer review. This practice enhances the global visibility and credibility of its research, ensuring its scientific production undergoes standard competitive validation and is not channeled through internal 'fast tracks' that could create conflicts of interest.
The institution's Z-score of -0.856 is very low, performing better than the already low national average of -0.390. This result shows a low-profile consistency and an absence of risk signals in this area. A low rate of bibliographic overlap between publications indicates that the university's researchers are not engaging in 'salami slicing'—the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant work reinforces the integrity of the scientific record and demonstrates a focus on generating new knowledge rather than maximizing metrics.
