| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.208 | -0.615 |
|
Retracted Output
|
0.934 | 0.777 |
|
Institutional Self-Citation
|
0.008 | -0.262 |
|
Discontinued Journals Output
|
0.015 | 0.094 |
|
Hyperauthored Output
|
-1.189 | -0.952 |
|
Leadership Impact Gap
|
-0.285 | 0.445 |
|
Hyperprolific Authors
|
-0.485 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.786 | -0.390 |
Alzahra University presents a complex integrity profile, with an overall score of -0.025 indicating a balance between significant strengths and specific, critical vulnerabilities. The institution demonstrates exemplary governance in several key areas, including a very low rate of multiple affiliations, hyper-authored output, redundant publications, and output in institutional journals. These strengths suggest robust internal policies regarding authorship and publication ethics. However, this positive landscape is contrasted by a significant risk in the rate of retracted output and a medium risk in institutional self-citation, which are more pronounced than national averages. According to SCImago Institutions Rankings data, the university holds strong national positions in several thematic areas, notably in Environmental Science (ranked 12th in Iran), Economics, Econometrics and Finance (21st), Arts and Humanities (22nd), and Business, Management and Accounting (24th). The identified integrity risks, particularly the high rate of retractions, directly challenge any institutional mission founded on academic excellence and social trust, as they can undermine the credibility of research in these high-performing fields. It is therefore recommended that the university leverage its clear governance strengths to implement targeted quality control and peer-review enhancements, ensuring its scientific output's integrity matches its thematic leadership.
The institution shows a Z-score of -1.208, which is well within the very low-risk range and notably better than the country's low-risk average of -0.615. This excellent result indicates that the university's affiliation practices are well-governed and transparent, aligning perfectly with national standards for collaborative integrity. The absence of risk signals in this area confirms that the institution effectively avoids strategic practices like "affiliation shopping," ensuring that institutional credit is claimed legitimately and reflects genuine partnerships.
The institution registers a Z-score of 0.934, a value that places it in a significant risk category and is notably higher than the country's medium-risk average of 0.777. This suggests that the university is not only experiencing a national trend but is amplifying this vulnerability. Retractions are complex events, but a rate significantly higher than the average alerts to a potential systemic failure in quality control mechanisms prior to publication. This high Z-score indicates a critical vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
With a Z-score of 0.008, the institution exhibits a medium level of risk, deviating moderately from the national low-risk average of -0.262. This indicates a greater sensitivity to risk factors than its national peers. A disproportionately high rate of self-citation can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of 0.015 places it at a medium risk level, which is consistent with the national average Z-score of 0.094. However, the institution's score is considerably lower than the country's, indicating a more differentiated management of this risk. While publishing in such journals appears to be a common issue nationwide, the university demonstrates better control and moderates this risk more effectively than its peers. This suggests a more rigorous due diligence process in selecting dissemination channels, although the continued presence at a medium level highlights the need for ongoing information literacy to avoid channeling resources into low-quality or 'predatory' publications.
The institution has a Z-score of -1.189, a very low-risk value that is superior to the country's low-risk average of -0.952. This result demonstrates a healthy and well-regulated approach to authorship. The complete absence of risk signals in this area suggests that the university's research culture successfully distinguishes between necessary large-scale collaboration and questionable practices like author list inflation, thereby upholding individual accountability and transparency in its scientific contributions.
With a Z-score of -0.285, the institution displays a low risk, showcasing significant institutional resilience compared to the country's medium-risk average of 0.445. This result indicates that the university effectively mitigates the systemic national risk of impact dependency. The low gap suggests that the institution's scientific prestige is largely structural and derived from its own internal capacity for intellectual leadership, rather than being overly reliant on strategic positioning in external collaborations. This points to a sustainable and self-sufficient model for generating high-impact research.
The institution's Z-score of -0.485 is in the low-risk category, reflecting a more prudent profile than the national average of -0.247, which is also at a low-risk level. This indicates that the university manages its research processes with more rigor than the national standard. By maintaining a lower rate of hyperprolific authors, the institution demonstrates a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby prioritizing the integrity of the scientific record.
The institution's Z-score of -0.268 is in the very low-risk category, marking a stark and positive contrast to the country's medium-risk average of 1.432. This demonstrates a clear preventive isolation from a common risk dynamic in its environment. By avoiding excessive dependence on its own journals, the university effectively sidesteps potential conflicts of interest and academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of -0.786, the institution operates at a very low-risk level, outperforming the national low-risk average of -0.390. This lack of risk signals is consistent with a high-integrity environment and aligns with national standards. The data suggests a strong institutional focus on producing substantial and coherent studies rather than artificially inflating productivity metrics. This approach avoids the practice of 'salami slicing,' thereby respecting the scientific record and contributing meaningful new knowledge to the field.