| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.027 | -0.615 |
|
Retracted Output
|
0.840 | 0.777 |
|
Institutional Self-Citation
|
-0.455 | -0.262 |
|
Discontinued Journals Output
|
0.342 | 0.094 |
|
Hyperauthored Output
|
-1.378 | -0.952 |
|
Leadership Impact Gap
|
0.313 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.712 | -0.390 |
Urmia University of Technology presents a balanced integrity profile, with an overall score of -0.062 that reflects significant operational strengths alongside specific, targeted areas for improvement. The institution demonstrates exceptional control over authorship-related practices, with very low risk signals in multiple affiliations, hyper-authorship, hyperprolific authors, and redundant output. However, medium-risk indicators in retracted output and publications in discontinued journals suggest vulnerabilities in pre-publication quality control and due diligence. These findings are contextualized by the university's strong national standing in key thematic areas, including top-30 rankings in Iran for Mathematics, Environmental Science, and Computer Science according to SCImago Institutions Rankings data. To fully realize its mission to "promote cultural and scientific status" and "train specialist human resources," it is crucial to address these integrity risks, as they directly challenge the pursuit of scientific excellence and could undermine the institution's role in regional development. By leveraging its robust authorship culture to implement enhanced quality assurance and information literacy programs, the university can fortify its scientific foundation and ensure its operational practices are in complete alignment with its strategic vision.
The institution's Z-score of -1.027, compared to the national average of -0.615, indicates a complete absence of risk signals in this area, aligning with a low-risk national standard. This demonstrates a transparent and well-managed approach to researcher affiliations. While multiple affiliations can be a legitimate outcome of collaboration, the university's very low rate confirms it is not engaging in strategic practices like "affiliation shopping" to artificially inflate institutional credit, reflecting a solid commitment to clear and honest attribution.
With a Z-score of 0.840, the institution shows a higher exposure to this risk than the national average of 0.777. This moderate deviation suggests that its quality control mechanisms prior to publication may be facing greater challenges than those of its peers. Retractions are complex, but a rate above the national mean serves as an alert to a potential vulnerability in the institutional integrity culture. This signals an urgent need for a qualitative review of internal processes to identify and correct any recurring methodological weaknesses or malpractice that could be systemically compromising research quality.
The institution exhibits a prudent profile with a Z-score of -0.455, which is more rigorous than the national standard of -0.262. This indicates a healthy pattern of scientific engagement that avoids isolationist tendencies. A certain level of self-citation is natural, but the university's lower-than-average rate demonstrates that it successfully avoids creating 'echo chambers' where work is validated without sufficient external scrutiny. This suggests its academic influence is genuinely recognized by the global community rather than being inflated by internal dynamics.
The institution's Z-score of 0.342 reveals a higher exposure to this risk compared to the national average of 0.094, representing a critical alert regarding its selection of publication venues. This score indicates that a significant portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among its researchers to prevent the misallocation of resources into 'predatory' or low-quality publishing.
With a Z-score of -1.378, far below the national average of -0.952, the institution shows an exemplary absence of risk in this indicator. This low-profile consistency confirms that its authorship practices are transparent and accountable. The data provides no evidence of author list inflation or the inclusion of 'honorary' authorships, which can dilute individual responsibility. This reflects a culture that values genuine contribution and distinguishes clearly between necessary collaboration and questionable authorship practices.
The institution demonstrates differentiated management of this risk, with a Z-score of 0.313 that is notably lower than the national average of 0.445. This indicates that while a moderate dependency on external partners for impact exists, the university is moderating this risk more effectively than its national peers. This performance suggests a proactive effort to build internal capacity and exercise greater intellectual leadership in its collaborations, thereby reducing the risk of its scientific prestige being primarily dependent and exogenous rather than structural and sustainable.
The institution's Z-score of -1.413, compared to the national average of -0.247, signifies a complete absence of this risk and aligns with a healthy research environment. This result indicates a strong institutional balance between productivity and quality. The data shows no signs of extreme individual publication volumes that would challenge the limits of meaningful intellectual contribution, thereby avoiding risks such as coercive authorship or the assignment of credit without real participation and upholding the integrity of its scientific record.
The institution demonstrates a clear preventive isolation from a risk dynamic observed at the national level, with a Z-score of -0.268 in stark contrast to the country's medium-risk average of 1.432. This shows a commendable commitment to avoiding potential conflicts of interest and academic endogamy. By not relying on in-house journals, the university ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms its research is validated through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of -0.712, well below the national average of -0.390, the institution shows a complete absence of risk signals related to redundant publications. This low-profile consistency indicates that its researchers are not engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal units to artificially inflate productivity. This commitment to publishing coherent and significant new knowledge upholds the integrity of the scientific evidence base and avoids overburdening the peer review system.