| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.221 | -0.615 |
|
Retracted Output
|
-0.240 | 0.777 |
|
Institutional Self-Citation
|
0.345 | -0.262 |
|
Discontinued Journals Output
|
0.301 | 0.094 |
|
Hyperauthored Output
|
-1.125 | -0.952 |
|
Leadership Impact Gap
|
-1.860 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-1.186 | -0.390 |
The University of Jiroft demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.493. This indicates a performance significantly stronger than the global average, characterized by a notable absence of risk signals across the majority of indicators. The institution's primary strengths lie in its capacity for intellectual leadership, its commitment to transparent authorship practices, and its avoidance of academic endogamy, often performing better than national trends. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in Agricultural and Biological Sciences and Environmental Science. However, two areas require strategic attention: a tendency towards institutional self-citation and a higher-than-average rate of publication in discontinued journals. While the institution's specific mission statement was not available for this analysis, these vulnerabilities could challenge the universal academic goals of achieving research excellence and fulfilling social responsibility. Excellence is undermined when impact appears insular, and social responsibility is compromised when research is not disseminated through robust, high-quality channels. By addressing these specific risks, the University of Jiroft can further solidify its strong foundation of scientific integrity and ensure its research practices fully align with its core academic objectives.
The institution presents a Z-score of -1.221, which is significantly lower than the national average of -0.615. This result indicates a very low and well-managed rate of multiple affiliations, suggesting a clear and transparent policy regarding institutional credit. The absence of risk signals is consistent with, and even improves upon, the low-risk national standard. While multiple affiliations can be legitimate, the university's conservative profile effectively dismisses any concern over strategic "affiliation shopping" or artificial inflation of its collaborative footprint.
With a Z-score of -0.240, the university maintains a low rate of retractions, demonstrating institutional resilience when compared to the national average's medium-risk score of 0.777. This suggests that the institution's internal quality control and supervisory mechanisms are effectively mitigating systemic vulnerabilities that may be present elsewhere in the country. A rate significantly lower than its environment indicates that processes for ensuring methodological rigor prior to publication are functioning well, protecting the institution's integrity culture from recurring malpractice or systemic errors.
The institution's Z-score of 0.345 marks a moderate deviation from the national standard, which sits at a low-risk -0.262. This indicates that the university shows a greater sensitivity to practices that can lead to scientific isolation. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate signals a potential risk of creating an 'echo chamber' where work is validated internally without sufficient external scrutiny. This trend could lead to an endogamous inflation of impact, suggesting that academic influence may be oversized by internal dynamics rather than by recognition from the global community, and therefore warrants a strategic review.
The university's Z-score of 0.301 indicates a medium-risk level, showing higher exposure than the national average of 0.094. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. The score indicates that a portion of the institution's scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the university to severe reputational risks and suggests an urgent need for enhanced information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publishing practices.
With a Z-score of -1.125, the institution displays a very low rate of hyper-authored publications, a figure that is even more conservative than the country's low-risk average of -0.952. This result reflects a healthy and transparent approach to authorship, aligning with a national context of good practice. The data suggests that authorship is being assigned judiciously, thereby avoiding the dilution of individual accountability and reinforcing the integrity of its collaborative research.
The institution shows an exceptionally strong Z-score of -1.860, indicating that the impact of research it leads is very high. This performance represents a preventive isolation from the risk dynamics observed at the national level, where the average score is a medium-risk 0.445. This result signals that the university's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This demonstrates a sustainable and robust research model where excellence is generated internally, not merely imported through collaboration.
The university's Z-score of -1.413 is in the very low-risk category, well below the national average of -0.247. This indicates a clear institutional focus on maintaining a healthy balance between the quantity and quality of scientific output. The near absence of hyperprolific authors suggests that the university effectively discourages practices that prioritize metrics over the integrity of the scientific record, such as coercive authorship or assigning credit without meaningful intellectual contribution.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals for publication, a practice that insulates it from risks that are more prevalent at the national level (country Z-score: 1.432). This commitment to publishing in external venues is a strong indicator of academic maturity. By avoiding potential conflicts of interest and academic endogamy, the university ensures its research undergoes independent external peer review, which enhances its global visibility and confirms its validation through standard competitive processes.
The institution's Z-score of -1.186 is very low, positioning it favorably against the national average of -0.390. This indicates a strong institutional culture that prioritizes substantive contributions over artificially inflated publication counts. The data suggests a minimal incidence of 'salami slicing,' where studies are fragmented into minimal publishable units. This commitment to coherent, significant research respects the scientific record and the integrity of the peer-review system.