| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.059 | -0.615 |
|
Retracted Output
|
0.774 | 0.777 |
|
Institutional Self-Citation
|
-0.200 | -0.262 |
|
Discontinued Journals Output
|
-0.043 | 0.094 |
|
Hyperauthored Output
|
-1.296 | -0.952 |
|
Leadership Impact Gap
|
0.933 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.463 | -0.390 |
The University of Sistan and Baluchestan presents a balanced integrity profile, with an overall risk score of -0.102 indicating performance aligned with the global baseline. The institution demonstrates significant strengths and robust internal governance in several key areas, particularly in its very low rates of Hyperprolific Authorship, Multiple Affiliations, and Output in Institutional Journals, where it notably outperforms national trends. However, areas of vulnerability requiring strategic attention include a medium-risk level for Retracted Output and a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's strongest thematic areas within Iran are Arts and Humanities, Business, Management and Accounting, Energy, and Agricultural and Biological Sciences. To fully align with its mission to "develop leaders who will confront world’s today problems," it is crucial to address the identified integrity risks. A dependency on external leadership for impact and vulnerabilities in pre-publication quality control could undermine the goal of fostering self-sufficient, high-impact leaders. By leveraging its clear strengths in responsible authorship and publication practices, the university is well-positioned to mitigate these risks and enhance its role as a source of reliable knowledge and community leadership.
The institution exhibits a Z-score of -1.059, positioning it in the very low-risk category, while the national average stands at -0.615 (low risk). This demonstrates a commendable absence of risk signals that is consistent with the national standard. The university's very low rate indicates a transparent and well-managed approach to academic collaboration. While multiple affiliations can be legitimate, the institution's profile suggests it effectively avoids strategic practices like "affiliation shopping," which can be used to artificially inflate institutional credit, thereby ensuring that its collaborative footprint is a genuine reflection of its partnerships.
With a Z-score of 0.774, the institution's risk level is medium, a value that is nearly identical to the national average of 0.777. This alignment suggests the university is experiencing a systemic pattern of risk that reflects shared challenges or practices at a national level. Retractions are complex events, but a rate at this level suggests that quality control mechanisms prior to publication may be facing systemic challenges. This alerts to a vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management to safeguard its scientific record.
The institution's Z-score of -0.200 places it in the low-risk category, slightly higher than the national average of -0.262. This subtle difference points to an incipient vulnerability, where the university shows minor signals of risk that warrant review before they escalate. A certain level of self-citation is natural, reflecting ongoing research lines. However, this slightly elevated rate could be an early indicator of scientific isolation or 'echo chambers.' It serves as a caution to ensure the institution's academic influence is driven by broad recognition from the global community rather than being disproportionately shaped by internal validation dynamics.
The university demonstrates a low-risk profile with a Z-score of -0.043, contrasting favorably with the country's medium-risk average of 0.094. This indicates a high degree of institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks that are more prevalent in the national environment. This strong performance suggests that the institution exercises effective due diligence in selecting dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the university protects itself from severe reputational risks and prevents the misallocation of resources to 'predatory' or low-impact practices.
With a Z-score of -1.296, the institution maintains a very low-risk profile, consistent with the low-risk national context (Z-score of -0.952). This absence of risk signals aligns perfectly with the national standard, indicating healthy and conventional authorship practices. Outside of "Big Science" disciplines, high rates of hyper-authorship can signal author list inflation. The university's excellent result in this area suggests that its research culture promotes transparency and clear individual accountability, effectively distinguishing legitimate collaboration from questionable 'honorary' authorship practices.
The institution presents a Z-score of 0.933, a medium-risk value that indicates high exposure, as it is significantly greater than the national average of 0.445. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige may be overly dependent on external partners rather than its own structural capacity. This disparity invites critical reflection on whether the institution's high-impact metrics are the result of genuine internal capabilities or strategic positioning in collaborations where it does not exercise primary intellectual leadership, a dynamic that could hinder its long-term development.
The institution's Z-score of -1.413 is in the very low-risk category, demonstrating a much stronger position than the national low-risk average of -0.247. This result reflects a healthy consistency with national standards but with an added layer of rigor. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low rate in this indicator is a positive sign of a balanced academic environment that prioritizes quality over sheer quantity, thereby avoiding risks such as coercive authorship or the assignment of credit without real participation.
With a Z-score of -0.268, the institution shows a very low risk, demonstrating a clear preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 1.432). This is a significant strength, indicating that the university does not replicate a risk pattern common in its environment. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that its research is validated through standard competitive channels rather than internal 'fast tracks'.
The university's Z-score of -0.463 places it in the very low-risk category, showing a profile consistent with, and slightly better than, the low-risk national average of -0.390. This absence of risk signals aligns well with the national standard. A low rate of redundant output indicates that the institution's researchers are not engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications to artificially inflate productivity. This commitment to publishing complete, significant findings strengthens the scientific record and shows respect for the academic review system.