| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.224 | -0.615 |
|
Retracted Output
|
0.324 | 0.777 |
|
Institutional Self-Citation
|
0.112 | -0.262 |
|
Discontinued Journals Output
|
0.066 | 0.094 |
|
Hyperauthored Output
|
-1.269 | -0.952 |
|
Leadership Impact Gap
|
-0.718 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.138 | 1.432 |
|
Redundant Output
|
0.180 | -0.390 |
Urmia University presents a balanced scientific integrity profile, with an overall score of -0.252, indicating a performance that is generally aligned with expected standards but with specific areas requiring strategic attention. The institution demonstrates significant strengths and very low risk in governance-related areas, including the Rate of Multiple Affiliations, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These results suggest robust internal policies that promote transparency and accountability in authorship and affiliation. However, this is contrasted by a cluster of medium-risk indicators—notably the Rate of Retracted Output, Institutional Self-Citation, Output in Discontinued Journals, and Redundant Output—which signal potential vulnerabilities in pre-publication quality control, citation practices, and dissemination strategies. According to SCImago Institutions Rankings data, the university's research excellence is particularly prominent in fields such as Business, Management and Accounting (ranking 7th nationally), Veterinary (7th), and Economics, Econometrics and Finance (8th). While the institution's specific mission was not available for this analysis, these identified risks could challenge the universal academic mission of pursuing excellence and social responsibility, as they may undermine the quality and external validation of its scientific contributions. A proactive approach to strengthening review mechanisms and promoting best practices in the identified medium-risk areas will be crucial for consolidating its academic leadership and ensuring its research impact is both robust and reputable.
With an institutional Z-score of -1.224, significantly lower than the national average of -0.615, Urmia University demonstrates an exemplary and consistent approach to managing affiliations. This very low-risk profile, which surpasses the already low-risk national standard, indicates the absence of concerning signals. While multiple affiliations can be a legitimate outcome of collaboration, the university's data suggests strong governance that effectively prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that institutional representation is clear and justified.
The institution's Z-score for retracted output is 0.324, which, while indicating a medium risk, is notably lower than the national average of 0.777. This suggests a degree of differentiated management, where the university appears to moderate systemic risks that are more pronounced across the country. Retractions are complex events, but a persistent medium-level signal suggests that quality control mechanisms prior to publication may have vulnerabilities. This rate, although better than the national context, still alerts to a potential weakness in the institution's integrity culture, indicating that a qualitative review of supervision and methodological rigor is warranted to prevent recurring malpractice.
Urmia University shows a moderate deviation from the national norm with a Z-score of 0.112, which falls into the medium-risk category, contrasting with the country's low-risk average of -0.262. This indicates a greater sensitivity to risk factors related to citation practices compared to its national peers. A certain level of self-citation is natural, but this heightened rate can signal the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than recognition from the global scientific community.
The institution's Z-score of 0.066 is nearly identical to the national average of 0.094, placing both at a medium-risk level. This alignment points to a systemic pattern, suggesting the risk level reflects shared practices or challenges at a national level rather than an issue unique to the university. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. This shared vulnerability indicates that a significant portion of scientific production nationally may be channeled through media that fail to meet international ethical or quality standards, exposing institutions to reputational risks and highlighting a widespread need for improved information literacy to avoid predatory practices.
The university exhibits a very low-risk Z-score of -1.269, which is well below the low-risk national average of -0.952. This demonstrates a consistent and low-profile approach to authorship, aligning with national standards while showing even greater control. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate inflation of author lists and dilute individual accountability. The university's excellent result in this area suggests a healthy culture that effectively distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorship, reinforcing transparency and accountability.
Urmia University demonstrates notable institutional resilience with a low-risk Z-score of -0.718, effectively mitigating the systemic risks observed at the national level, where the average is a medium-risk 0.445. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own structural capacity. The university's ability to maintain a low-risk gap suggests that its scientific prestige is largely endogenous and sustainable. This reflects strong internal capacity and indicates that its excellence metrics are the result of genuine intellectual leadership within its collaborations.
With a Z-score of -1.413, the institution maintains a very low-risk profile that is significantly better than the national average of -0.247. This result points to a consistent and well-managed research environment where the focus remains on quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances. The university's very low incidence of hyperprolific authors suggests the absence of dynamics like coercive authorship or the prioritization of metrics over the integrity of the scientific record, reflecting a healthy and balanced academic culture.
The university achieves a state of preventive isolation from national trends, with a very low-risk Z-score of -0.138, in stark contrast to the country's medium-risk average of 1.432. This indicates that the institution does not replicate the high-risk dynamics observed in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external review. Urmia University's strong performance here demonstrates a clear commitment to global visibility and competitive validation, avoiding the use of internal channels as potential 'fast tracks' to inflate publication counts.
The institution's Z-score of 0.180 signifies a medium risk and represents a moderate deviation from the national standard, which sits at a low-risk average of -0.390. This suggests the university is more sensitive than its peers to practices that artificially inflate productivity. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units. This heightened risk level alerts to a potential tendency to prioritize volume over significant new knowledge, a practice that can distort scientific evidence and overburden the peer-review system.