| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.779 | -0.615 |
|
Retracted Output
|
2.183 | 0.777 |
|
Institutional Self-Citation
|
1.433 | -0.262 |
|
Discontinued Journals Output
|
-0.248 | 0.094 |
|
Hyperauthored Output
|
-1.275 | -0.952 |
|
Leadership Impact Gap
|
-0.760 | 0.445 |
|
Hyperprolific Authors
|
-0.558 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.314 | -0.390 |
Bu-Ali Sina University presents a profile of notable strengths in research integrity, demonstrating robust internal governance in several key areas. With an overall integrity score of 0.399, the institution effectively mitigates national risk trends related to publication in discontinued journals, reliance on institutional journals, and impact dependency. These strengths are foundational to its academic standing, reflected in its strong national rankings in areas such as Pharmacology, Toxicology and Pharmaceutics; Economics, Econometrics and Finance; Physics and Astronomy; and Veterinary, according to SCImago Institutions Rankings data. However, this solid performance is contrasted by two significant vulnerabilities: a medium-risk level in institutional self-citation and, most critically, a significant-risk level in retracted output. These specific issues directly challenge the university's mission to "enrich society’s intellectual, cultural, [and] scientific... spheres" and its ambition to be a "leading" global institution. A high rate of retractions, in particular, can undermine the perception of scientific excellence and social trust. By focusing strategic efforts on reinforcing pre-publication quality control and fostering broader external validation, the university can address these critical points, fully aligning its operational practices with its stated mission of leadership and intellectual enrichment.
The university demonstrates a prudent profile with a Z-score of -0.779, which is more rigorous than the national standard of -0.615. This indicates that the institution's affiliation practices are well-managed and show no signs of risk. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate suggests that the university is not engaging in strategic attempts to inflate institutional credit or “affiliation shopping,” maintaining clear and transparent crediting for its research contributions.
A Z-score of 2.183 places the institution in a significant-risk category, amplifying a vulnerability that is already present in the national system (Z-score: 0.777). This is a critical alert. Retractions are complex events, but a rate this far above the average suggests that the institution's quality control mechanisms prior to publication may be failing systemically. This high Z-score points to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university shows a moderate deviation from the national norm, with a Z-score of 1.433 compared to the country's low-risk score of -0.262. This suggests the institution has a greater sensitivity to this risk factor than its peers. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers.' The score warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
With a Z-score of -0.248, the university demonstrates institutional resilience, effectively mitigating a systemic risk observed at the national level (Z-score: 0.094). This low rate indicates that the institution's researchers exercise strong due diligence in selecting dissemination channels. By avoiding journals that do not meet international ethical or quality standards, the university protects itself from severe reputational risks and shows a commitment to channeling its scientific production through credible and sustainable media, a practice not as common across the country.
The institution maintains a very low-risk profile (Z-score: -1.275), which aligns with the low-risk national standard (Z-score: -0.952). This low-profile consistency demonstrates an absence of risk signals in this area. The data confirms that the university's authorship patterns are appropriate for its disciplinary focus and do not show signs of author list inflation, which can dilute individual accountability. This reflects a healthy culture of crediting that distinguishes between necessary collaboration and questionable 'honorary' authorship practices.
The university's Z-score of -0.760 indicates a low-risk profile, showcasing institutional resilience against a medium-risk trend at the national level (Z-score: 0.445). This strong performance suggests that the institution's scientific prestige is structural and generated by internal capacity. Unlike the national tendency, where impact may be more dependent on external partners, the university demonstrates that its excellence metrics result from research where it exercises intellectual leadership, ensuring a sustainable and endogenous model of scientific influence.
With a Z-score of -0.558, the university exhibits a prudent profile, managing its processes with more rigor than the national standard (Z-score: -0.247). This indicates a healthy balance between productivity and quality. The institution shows no signs of the risks associated with hyperprolificacy, such as coercive authorship or the assignment of authorship without real participation. This controlled rate suggests that the university fosters an environment where meaningful intellectual contribution is prioritized over the inflation of publication metrics.
The institution demonstrates a clear case of preventive isolation with a very low-risk Z-score of -0.268, starkly contrasting with the medium-risk dynamic observed nationally (Z-score: 1.432). This indicates the university does not replicate the risk of academic endogamy prevalent in its environment. By avoiding excessive dependence on its own journals, the institution ensures its scientific production undergoes independent external peer review, thereby avoiding potential conflicts of interest and enhancing the global visibility and competitive validation of its research.
The university's Z-score of -0.314 signals an incipient vulnerability, as it is slightly higher than the national average of -0.390, despite both being in the low-risk category. This subtle difference warrants review before it escalates. A higher rate of bibliographic overlap, even if still low, can be an early indicator of data fragmentation or 'salami slicing'—the practice of dividing a study into minimal units to artificially inflate productivity. Monitoring this trend is advisable to ensure the focus remains on producing significant new knowledge rather than on publication volume.