Isfahan University of Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

Isfahan University of Technology presents a balanced integrity profile, with an overall risk score of -0.018 that indicates general alignment with expected operational norms. The institution demonstrates significant strengths in areas of fundamental research integrity, showing a very low incidence of output in discontinued journals and minimal signs of redundant publication (salami slicing). These strengths suggest robust due diligence in selecting publication venues and a culture that values substantive research contributions. According to SCImago Institutions Rankings data, the university's scientific leadership is most prominent in Physics and Astronomy, Agricultural and Biological Sciences, and Engineering, where it ranks among the top ten institutions in Iran. However, this profile of excellence is contrasted by moderate risks in the rates of retracted output, institutional self-citation, and hyperprolific authorship. These vulnerabilities, while managed better than some national trends, could challenge the institution's mission to achieve "excellence in all programs" and "advancement of knowledge." An over-reliance on internal validation or a focus on publication volume over quality could undermine the credibility of its scientific contributions. To fully realize its mission, the university is advised to leverage its clear strengths in research ethics to develop targeted policies that address these moderate-risk areas, thereby ensuring its reputation for excellence is built on a foundation of unimpeachable scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.373 is within the low-risk band but is slightly higher than the national average of -0.615. This suggests an incipient vulnerability, where the university shows minor signals of a practice that, while not yet problematic, warrants observation. Multiple affiliations are often a legitimate result of researcher mobility or partnerships. However, this slight upward deviation from the national norm indicates a need for awareness to ensure this trend does not evolve into a strategic attempt to inflate institutional credit or "affiliation shopping," thereby preserving the transparency of its collaborative footprint.

Rate of Retracted Output

With a Z-score of 0.380, the institution exhibits a medium risk level for retracted publications, yet this is notably lower than the national average of 0.777. This indicates a differentiated management approach, where the university appears to moderate a risk that is more pronounced across the country. While any significant rate of retractions suggests that pre-publication quality control mechanisms may be failing, the institution's relative success in containing this issue is commendable. Nevertheless, the medium-risk signal underscores the importance of reinforcing the institutional integrity culture to prevent recurring malpractice or methodological lapses that could lead to such corrective actions.

Rate of Institutional Self-Citation

The institution shows a moderate deviation from the national standard, with a Z-score of 0.134 (medium risk) compared to the country's low-risk score of -0.262. This suggests the university has a greater sensitivity to this risk factor than its peers. While a degree of self-citation reflects the continuity of research lines, this elevated rate signals a potential for scientific isolation or an "echo chamber." It presents a risk of endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than validated by the broader global scientific community, warranting a review of its citation practices.

Rate of Output in Discontinued Journals

The institution demonstrates a clear case of preventive isolation, with a very low-risk Z-score of -0.453, in stark contrast to the country's medium-risk average of 0.094. This result is a significant strength, indicating that the university does not replicate the risk dynamics observed in its environment. The data suggests that the institution's researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding media that fail to meet international ethical or quality standards. This protects the university from severe reputational risks and shows a commendable commitment to channeling resources away from 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

The institution's Z-score of -0.147, while in the low-risk category, is higher than the national average of -0.952, pointing to an incipient vulnerability. This suggests that while hyper-authorship is not a widespread issue, the university shows signals that warrant review before they escalate. In fields outside of 'Big Science,' a pattern of extensive author lists can indicate inflation, diluting individual accountability. This signal serves as a prompt for the institution to ensure its authorship practices clearly distinguish between necessary massive collaboration and the potential for 'honorary' or political attributions.

Gap between Impact of total output and the impact of output with leadership

With a low-risk Z-score of -0.396, the institution displays notable resilience, particularly when compared to the country's medium-risk average of 0.445. This indicates that the university's control mechanisms appear to successfully mitigate a systemic national risk. The low gap suggests that the institution's scientific prestige is structural and derived from its own internal capacity, rather than being overly dependent on external partners for impact. This strong performance reflects a sustainable model of research excellence where the institution exercises genuine intellectual leadership, aligning perfectly with its goal of attaining scientific self-sufficiency.

Rate of Hyperprolific Authors

The institution registers a moderate deviation from the national norm, with a medium-risk Z-score of 0.315 against the country's low-risk score of -0.247. This indicates a greater sensitivity to this risk factor than its peers. The presence of authors with extreme publication volumes challenges the perceived limits of meaningful intellectual contribution and can create imbalances between quantity and quality. This alert points to potential risks such as coercive authorship or the assignment of authorship without real participation, highlighting a need to review internal evaluation criteria to ensure they prioritize the integrity of the scientific record over raw metrics.

Rate of Output in Institutional Journals

The institution's Z-score of 0.166 places it in the medium-risk category, similar to the national level (1.432). However, its score is substantially lower, indicating a differentiated management of this risk. While there is some reliance on in-house journals, the university is far less dependent on them than the national average. This suggests better control over potential conflicts of interest and academic endogamy. By moderating the use of internal channels, the institution reduces the risk of bypassing independent peer review and increases the global visibility and competitive validation of its research.

Rate of Redundant Output

The institution exhibits low-profile consistency, with a very low-risk Z-score of -0.644, which is even more favorable than the country's low-risk average of -0.390. The absence of risk signals in this area aligns with, and improves upon, the national standard. This strong result indicates that the university's research culture discourages the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. It reflects a commitment to producing work with significant new knowledge, thereby protecting the integrity of the scientific evidence base.