| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.708 | -0.526 |
|
Retracted Output
|
0.681 | -0.173 |
|
Institutional Self-Citation
|
-0.184 | -0.119 |
|
Discontinued Journals Output
|
0.270 | 0.179 |
|
Hyperauthored Output
|
-0.591 | 0.074 |
|
Leadership Impact Gap
|
-0.116 | -0.064 |
|
Hyperprolific Authors
|
-0.991 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.724 | -0.245 |
Mugla University presents a balanced scientific integrity profile, with an overall risk score of -0.019 that indicates general alignment with international standards. The institution demonstrates significant strengths in maintaining a healthy publication culture, particularly with very low rates of hyperprolific authorship, redundant output, and publication in institutional journals, alongside effective mitigation of hyper-authorship risks common at the national level. These positive practices are foundational to its research quality. However, moderate risk signals in the Rate of Retracted Output and the Rate of Output in Discontinued Journals require strategic attention. These vulnerabilities could undermine the university's mission to become a "World Class University" with an "uncompromised pursuit of international standards," as they suggest potential gaps in quality control and dissemination strategy. By addressing these specific areas, the university can better leverage its notable strengths in key thematic areas, as evidenced by its SCImago Institutions Rankings in fields such as Computer Science, Veterinary, and Mathematics, ensuring that its scientific output fully reflects its commitment to excellence and societal value. A targeted focus on enhancing pre-publication review and journal selection criteria will be crucial for consolidating its reputation and achieving its strategic aspirations.
The institution displays a prudent profile regarding multiple affiliations, with a Z-score of -0.708, which is more rigorous than the national standard of -0.526. This suggests that the university manages its collaborative frameworks with a higher degree of control than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's lower rate indicates a well-regulated environment that effectively avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby ensuring that credit is assigned transparently and appropriately.
A moderate deviation is observed in the rate of retracted output, where the institution's Z-score of 0.681 shows a greater sensitivity to this risk factor compared to the national average of -0.173. Retractions are complex events, but a rate significantly higher than the national context suggests that pre-publication quality control mechanisms may be failing systemically. This alert points to a potential vulnerability in the institution's integrity culture, indicating that recurring malpractice or a lack of methodological rigor could be present, requiring immediate qualitative verification by management to safeguard its scientific reputation.
With a Z-score of -0.184, the institution demonstrates a prudent profile in institutional self-citation, managing this aspect with more rigor than the national standard (-0.119). A certain level of self-citation is natural and reflects the continuity of research lines. However, the university's lower-than-average rate indicates a healthy reliance on external validation and a low risk of creating scientific 'echo chambers.' This practice reinforces the global recognition of its work, ensuring that its academic influence is driven by the broader scientific community rather than being inflated by internal dynamics.
The institution shows high exposure to publishing in discontinued journals, with a Z-score of 0.270 that is more pronounced than the national average of 0.179. This pattern suggests the center is more prone to this risk than its peers. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of scientific production may be channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The university demonstrates notable institutional resilience against hyper-authorship, with a Z-score of -0.591, in stark contrast to the medium-risk national context (0.074). This suggests that internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. While extensive author lists are legitimate in 'Big Science,' the institution's low rate outside these contexts indicates strong governance that discourages author list inflation. This practice upholds individual accountability and transparency, successfully distinguishing between necessary massive collaboration and questionable 'honorary' authorship.
In measuring the gap between its overall impact and the impact of research under its leadership, the institution shows a prudent profile (Z-score: -0.116) that is more controlled than the national standard (-0.064). A wide positive gap can signal a dependency on external partners for prestige. The university's contained score suggests that its scientific prestige is largely structural and derived from its own internal capacity. This reflects a sustainable model where excellence metrics result from genuine intellectual leadership rather than a strategic positioning in collaborations where it plays a secondary role.
The institution maintains a very low-risk profile for hyperprolific authors, with a Z-score of -0.991, which is consistent with and even improves upon the low-risk national standard (-0.430). The near-total absence of this risk signal is a strong indicator of a healthy research environment. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's excellent performance here suggests a culture that prioritizes quality over quantity, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation.
The university demonstrates a clear case of preventive isolation from national trends regarding publication in institutional journals. Its very low-risk Z-score of -0.268 indicates it does not replicate the medium-risk dynamics observed across the country (0.119). While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns. The institution's minimal reliance on these channels shows a strong commitment to independent external peer review, which enhances the global visibility and competitive validation of its research, avoiding the risk of academic endogamy or using internal journals as 'fast tracks' to inflate productivity.
Regarding redundant output, the institution shows a very low-risk profile (Z-score: -0.724) that aligns with and surpasses the low-risk national standard (-0.245). The absence of this risk signal indicates robust editorial standards and a focus on substantive contributions. Massive bibliographic overlap between publications often points to 'salami slicing,' where studies are fragmented to artificially inflate productivity. The university's performance suggests its researchers are committed to publishing significant new knowledge rather than distorting the scientific evidence, thereby upholding the integrity of the academic record.
