| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.215 | -0.615 |
|
Retracted Output
|
-0.428 | 0.777 |
|
Institutional Self-Citation
|
0.138 | -0.262 |
|
Discontinued Journals Output
|
0.155 | 0.094 |
|
Hyperauthored Output
|
-1.271 | -0.952 |
|
Leadership Impact Gap
|
1.223 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-1.186 | -0.390 |
Islamic Azad University, Ahvaz Branch, presents a complex integrity profile, with an overall score of -0.299 reflecting a balance between exceptional operational strengths and specific, notable vulnerabilities. The institution demonstrates outstanding control over key aspects of research integrity, showing very low risk in areas such as retracted output, hyper-authorship, hyperprolific authors, and redundant publications. These strengths suggest a solid foundation of quality control and a culture that prioritizes substantive research. However, this is contrasted by medium-risk signals in multiple affiliations, institutional self-citation, output in discontinued journals, and a significant dependency on external partners for research impact. Thematically, the institution excels on a national level, with SCImago Institutions Rankings placing it in the top tier for Earth and Planetary Sciences (3rd in Iran), Energy (6th in Iran), and Environmental Science (25th in Iran). While the institution's specific mission was not localized for this report, the identified risks—particularly those suggesting academic endogamy and reliance on questionable publication channels—could challenge any mission centered on excellence and societal impact. By leveraging its clear governance strengths to address these targeted vulnerabilities, the university can fully align its operational integrity with its demonstrated thematic leadership, ensuring its reputation is both robust and sustainable.
The institution exhibits a Z-score of 0.215, which is notably higher than the national average of -0.615. This moderate deviation from the national norm suggests the university has a greater sensitivity to factors that encourage multiple affiliations. While such affiliations can be a legitimate outcome of collaboration, a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." The data indicates a need to review affiliation policies to ensure they reflect genuine scientific partnerships rather than practices aimed at artificially boosting institutional metrics.
With a Z-score of -0.428, the institution demonstrates an exceptionally low rate of retracted publications, positioning it favorably against the national average of 0.777, which signals a medium level of risk. This result points to a dynamic of preventive isolation, where the university’s internal quality controls appear to successfully shield it from the systemic issues observed elsewhere in the country. Retractions can be complex, but such a low rate strongly suggests that the institution's pre-publication review and supervision mechanisms are robust and effective, fostering a culture of methodological rigor that prevents the types of errors or malpractice that often lead to retractions.
The university's Z-score for institutional self-citation is 0.138, a figure that indicates a moderate deviation from the country's low-risk average of -0.262. This suggests the institution is more prone to citing its own research than its national peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate could signal the formation of 'echo chambers,' where the institution validates its own work without sufficient external scrutiny. This pattern warns of a potential risk of endogamous impact inflation, where academic influence may be more a product of internal dynamics than recognition from the global scientific community.
The institution's Z-score of 0.155 is slightly above the national average of 0.094, both of which fall into a medium-risk category. This indicates a high exposure to this risk factor, suggesting the university is more prone than its peers to publishing in journals that fail to meet international standards. A high proportion of output in such venues constitutes a critical alert regarding due diligence in selecting dissemination channels. This pattern suggests that a significant portion of scientific production may be channeled through media lacking ethical or quality oversight, exposing the institution to severe reputational risks and highlighting an urgent need for improved information literacy to avoid predatory practices.
The institution shows a Z-score of -1.271, indicating a very low incidence of hyper-authored publications, which is consistent with and even stronger than the low-risk national average of -0.952. This low-profile consistency demonstrates that the institution's authorship practices are well-aligned with disciplinary norms. The absence of risk signals in this area confirms that, unlike in some 'Big Science' fields where extensive author lists are normal, the university is not showing signs of author list inflation, thereby upholding individual accountability and transparency in its research contributions.
With a Z-score of 1.223, the institution displays a significantly wider impact gap than the national average of 0.445, signaling a high exposure to this particular vulnerability. This wide positive gap—where overall impact is much higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige is heavily dependent and exogenous, rather than being built on its own structural capacity. This finding invites a strategic reflection on whether its high-impact metrics result from genuine internal capabilities or from a positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.413 is exceptionally low, aligning well with the low-risk national context (Z-score of -0.247). This result reflects a low-profile consistency, where the absence of risk signals is in sync with the national standard. This indicates a healthy and balanced approach to academic productivity. The data suggests the institution effectively avoids the risks associated with hyperprolificacy, such as coercive authorship or prioritizing publication volume over scientific quality, thereby safeguarding the integrity of its scientific record.
The university has a Z-score of -0.268, indicating a very low reliance on its own journals, which starkly contrasts with the national average of 1.432 (a medium-risk level). This demonstrates a clear case of preventive isolation, where the institution avoids the risk dynamics prevalent in its national environment. By not depending on its own journals, the university mitigates potential conflicts of interest and avoids the risk of academic endogamy. This practice ensures its research undergoes independent external peer review, enhancing its global visibility and validating its scientific output through competitive, international standards.
With a Z-score of -1.186, the institution shows a very low rate of redundant output, a figure that is significantly healthier than the national average of -0.390. This low-profile consistency, where the university's performance surpasses the already low-risk national standard, is a strong indicator of robust research practices. The data suggests a culture that discourages data fragmentation or 'salami slicing.' By prioritizing the publication of significant new knowledge over artificially inflating productivity metrics, the institution upholds the integrity of the scientific evidence it produces and contributes positively to the academic ecosystem.