Eastern Illinois University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.467

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.635 -0.514
Retracted Output
-0.184 -0.126
Institutional Self-Citation
-0.152 -0.566
Discontinued Journals Output
-0.448 -0.415
Hyperauthored Output
-0.992 0.594
Leadership Impact Gap
0.521 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-1.186 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Eastern Illinois University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.467 that significantly outperforms many of its peers. This strong performance is anchored in exceptional control over practices such as hyperprolific authorship, redundant publication, and the use of discontinued journals, indicating a culture that prioritizes quality and ethical rigor. The primary area for strategic attention is the medium-risk signal in the gap between the impact of its total output and that of its internally-led research, suggesting a potential dependency on external collaborations for visibility. This operational integrity provides a solid foundation for the University's recognized thematic strengths, particularly in Agricultural and Biological Sciences, Arts and Humanities, Business, Management and Accounting, and Psychology, as highlighted by SCImago Institutions Rankings data. The institution's low-risk profile strongly aligns with its mission to foster "rigorous inquiry" and "excellence in research." To further secure this mission, the University is encouraged to develop strategies that enhance the impact of its own intellectual leadership, ensuring that its reputation for excellence is both sustainable and structurally independent.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.635, a value that indicates a more rigorous management of affiliations than the national standard, which stands at -0.514. This prudent profile suggests that the University's policies and researcher practices are well-aligned with principles of transparency and clear institutional credit. While multiple affiliations can be a legitimate outcome of collaboration, the institution's lower-than-average rate demonstrates effective governance that minimizes any ambiguity or strategic inflation of institutional contributions, reinforcing a culture of straightforward academic attribution.

Rate of Retracted Output

With a Z-score of -0.184, the institution shows a lower incidence of retracted publications compared to the national average of -0.126. This favorable result points towards robust internal quality control mechanisms. Retractions can sometimes reflect responsible error correction, but a consistently low rate, as seen here, is a strong indicator of a healthy integrity culture. It suggests that the University's pre-publication review and methodological supervision are effective, systemically preventing the types of errors or malpractice that could later compromise the scientific record and institutional reputation.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is -0.152, which, while in the low-risk category, signals a slight vulnerability as it is higher than the national average of -0.566. A certain degree of self-citation is expected as it reflects the progression of internal research lines. However, this incipient signal warrants review to ensure it does not escalate. A higher-than-average rate can be an early warning of potential scientific isolation or 'echo chambers,' where work is validated internally without sufficient external scrutiny. Continued monitoring is advisable to confirm that the institution's academic influence is driven by broad community recognition rather than endogamous dynamics.

Rate of Output in Discontinued Journals

The institution demonstrates exemplary performance with a Z-score of -0.448, showing total alignment with the national average of -0.415 in an environment of maximum scientific security. This integrity synchrony indicates that the University's researchers exercise excellent due diligence in selecting publication venues. By effectively avoiding journals that fail to meet international ethical or quality standards, the institution protects its research investment and reputational capital from the risks associated with 'predatory' or low-quality publishing practices, showcasing strong information literacy across its academic community.

Rate of Hyper-Authored Output

With a Z-score of -0.992, the institution displays remarkable institutional resilience against a national trend of medium risk (Z-score of 0.594). This result indicates that the University's control mechanisms effectively mitigate the systemic risk of authorship inflation prevalent in the country. Outside of 'Big Science' contexts, high rates of hyper-authorship can dilute individual accountability. The institution's very low score is a testament to its commitment to transparent and meaningful authorship, successfully distinguishing between necessary collaboration and questionable 'honorary' practices.

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

The institution registers a Z-score of 0.521, a medium-risk signal indicating high exposure to this vulnerability, especially when compared to the national average of 0.284. This value suggests that the University's scientific prestige may be significantly dependent on collaborations where it does not exercise intellectual leadership. While partnering is crucial, a wide gap signals a sustainability risk, implying that its high-impact metrics could be more a result of strategic positioning in external projects than a reflection of its own structural research capacity. This finding invites a strategic reflection on how to foster and elevate the visibility of research led by its own faculty.

Rate of Hyperprolific Authors

The institution exhibits an exceptionally low-risk profile with a Z-score of -1.413, far below the national low-risk average of -0.275. This low-profile consistency demonstrates a clear absence of risk signals related to extreme individual publication volumes. Such a result strongly suggests a healthy balance between productivity and quality, steering clear of practices like coercive authorship or superficial contributions. By avoiding the pressures that lead to hyper-prolificity, the University upholds the integrity of its scientific record and promotes an environment where meaningful intellectual contribution is valued over sheer metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution is in perfect synchrony with the national environment (Z-score of -0.220), which maintains a very low-risk profile in this area. This alignment demonstrates a commitment to global visibility and independent validation. By not relying excessively on in-house journals, the University avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous external peer review. This practice ensures its research competes on a global stage and is validated through standard competitive channels.

Rate of Redundant Output

The institution achieves a state of preventive isolation with a Z-score of -1.186, indicating a near-total absence of this risk, in stark contrast to the national environment, which shows a medium-risk level (Z-score of 0.027). This outstanding result highlights the University's success in preventing 'salami slicing,' the practice of fragmenting studies into minimal publishable units to inflate productivity. This commitment to publishing complete, coherent studies not only strengthens the scientific evidence base but also demonstrates a culture that prioritizes the generation of significant new knowledge over the artificial inflation of publication metrics.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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