Isfahan University of Medical Sciences

EXECUTIVE SUMMARY AND STRATEGIC VISION

Isfahan University of Medical Sciences presents a moderate overall risk profile (Score: 0.486), characterized by a notable duality. The institution demonstrates significant strengths in maintaining the integrity of individual research practices, with very low to low risk in areas such as Redundant Output, Institutional Self-Citation, and Hyper-Authored Output. These results suggest robust internal controls over authorship and citation behaviors. However, this is contrasted by medium-risk indicators related to publication strategy and academic independence, particularly a high reliance on institutional journals, a significant gap in impact between collaborative and institution-led research, and a higher-than-average rate of hyperprolific authors. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Dentistry (ranked 5th in Iran), Medicine (7th), and Computer Science (8th). While these rankings denote clear areas of excellence, the identified risks—especially those suggesting academic endogamy and dependency on external partners for impact—could undermine a mission centered on achieving global leadership and sustainable scientific excellence. To fully align its operational integrity with its academic strengths, the institution is encouraged to focus on diversifying its publication channels and fostering greater intellectual leadership in its collaborations, thereby ensuring its reputation is built on a foundation of both high-impact and high-integrity research.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.538 is slightly higher than the national average of -0.615, indicating an incipient vulnerability. This suggests the center shows minor signals of risk that warrant review before they escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight upward trend compared to the national baseline merits observation. It is important to ensure that this pattern reflects genuine collaboration rather than early signs of strategic "affiliation shopping" designed to artificially inflate institutional credit.

Rate of Retracted Output

With a Z-score of 0.183, the institution demonstrates a more controlled environment for this risk compared to the national average of 0.777. This reflects a differentiated management approach, where the center successfully moderates risks that appear more common across the country. A high rate of retractions can suggest that quality control mechanisms are failing systemically. In this case, the university’s lower score indicates that its pre-publication supervision and integrity culture are more effective than the national standard, helping to prevent the recurring malpractice or lack of methodological rigor seen elsewhere.

Rate of Institutional Self-Citation

The institution displays a prudent profile with a Z-score of -0.744, which is significantly lower than the national average of -0.262. This indicates that the center manages its citation processes with more rigor than the national standard. A certain level of self-citation is natural, but high rates can signal scientific isolation or 'echo chambers'. The university's very low score is a positive sign of strong external validation, demonstrating that its academic influence is recognized by the global community rather than being inflated by endogamous internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.226 is higher than the national average of 0.094, signaling high exposure to this risk. This shows the center is more prone to showing alert signals than its environment average. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This elevated score indicates that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting an urgent need for improved information literacy to avoid 'predatory' practices.

Rate of Hyper-Authored Output

With a Z-score of -0.686, which is slightly above the national average of -0.952, the institution shows an incipient vulnerability. This suggests the presence of minor signals that warrant review before escalating. While extensive author lists are legitimate in 'Big Science' contexts, a value that trends higher than the national baseline, even if still low, serves as a signal to proactively distinguish between necessary massive collaboration and the potential emergence of 'honorary' authorship practices that could dilute individual accountability.

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

The institution's Z-score of 1.842 is substantially higher than the national average of 0.445, indicating high exposure to this strategic risk. The center is significantly more prone to this alert than its environment. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This high value strongly suggests that the university's scientific prestige is dependent and exogenous, stemming from collaborations where it does not exercise intellectual leadership. This invites reflection on whether its excellence metrics result from genuine internal capacity or strategic positioning in partnerships.

Rate of Hyperprolific Authors

The institution shows a moderate deviation from the national trend, with a Z-score of 0.430 (Medium risk) compared to the country's average of -0.247 (Low risk). This indicates the center has a greater sensitivity to this risk factor than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of 4.153 is exceptionally high compared to the national average of 1.432, signaling very high exposure to this risk. This shows the center is far more prone to this practice than its environment. Excessive dependence on in-house journals raises conflicts of interest, as the institution acts as both judge and party. This score warns of a significant risk of academic endogamy, where scientific production may be bypassing independent external peer review. This practice limits global visibility and may indicate the use of internal channels as 'fast tracks' to inflate productivity without standard competitive validation.

Rate of Redundant Output

The institution demonstrates low-profile consistency, with a Z-score of -0.776 (Very Low risk) in a national context of low risk (Z-score: -0.390). The absence of risk signals in this area aligns with, and even improves upon, the national standard. A high value in this indicator would alert to 'salami slicing,' where studies are fragmented to inflate productivity. The university's very low score indicates a healthy publication culture that prioritizes the communication of significant new knowledge over artificially increasing publication volume, thereby protecting the integrity of the scientific evidence base.