Southern Illinois University, Carbondale

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.460

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.855 -0.514
Retracted Output
-0.315 -0.126
Institutional Self-Citation
-0.785 -0.566
Discontinued Journals Output
-0.333 -0.415
Hyperauthored Output
-0.255 0.594
Leadership Impact Gap
-0.012 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
0.148 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Southern Illinois University, Carbondale demonstrates a robust and commendable scientific integrity profile, reflected in an overall low-risk score of -0.460. The institution exhibits exceptional control over its research practices, with minimal to non-existent risk signals in areas such as the Rate of Hyperprolific Authors, Output in Institutional Journals, and publication in discontinued media. This strong governance framework allows the university to effectively mitigate systemic risks present at the national level, particularly concerning hyper-authorship and impact dependency. These strengths align well with the university's prominent research standing, as evidenced by its SCImago Institutions Rankings, particularly in fields like Chemistry, Earth and Planetary Sciences, Psychology, and Computer Science. However, a single point of vulnerability emerges in the Rate of Redundant Output, which shows a medium risk level slightly above the national average. This practice, if unaddressed, could subtly undermine the institutional mission's commitment to "innovation in research" and "inclusive excellence" by potentially prioritizing publication volume over substantive knowledge creation. To fully harmonize its operational practices with its strategic vision, we recommend a focused review of publication and authorship guidelines to ensure that incentives consistently reward transformative impact and scientific rigor, thereby reinforcing its role as a creator of knowledge that shapes future leaders and transforms lives.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -0.855, the institution presents a lower risk profile than the national average of -0.514. This prudent approach suggests that the university's collaborative processes are managed with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates that its affiliations are likely driven by genuine scientific collaboration rather than strategic attempts to inflate institutional credit. This demonstrates a well-governed system that fosters organic partnerships without introducing reputational risk.

Rate of Retracted Output

The institution's Z-score of -0.315 is notably lower than the national average of -0.126, indicating a more rigorous management of its publication pipeline. This prudent profile suggests that the university's quality control mechanisms prior to publication are highly effective. A low rate of retractions is a sign of a healthy integrity culture, where potential errors are caught internally and methodological rigor is upheld, preventing the systemic failures that can lead to a high volume of post-publication corrections and safeguarding the institution's scientific reputation.

Rate of Institutional Self-Citation

The university maintains a Z-score of -0.785, significantly below the national average of -0.566. This demonstrates a prudent and externally-focused research culture that manages its processes with more rigor than the national standard. A certain level of self-citation is natural, but the institution's very low rate strongly indicates an absence of scientific isolation or 'echo chambers.' This suggests that the university's academic influence is robustly validated by the global research community, reflecting genuine external recognition rather than impact inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.333 is very low, though slightly higher than the country's score of -0.415. This minimal signal represents mere residual noise in an otherwise inert risk environment. It confirms that the university's researchers exercise excellent due diligence in selecting dissemination channels, almost entirely avoiding media that fail to meet international ethical or quality standards. The near-total absence of this practice protects the institution from reputational harm and ensures that research efforts are channeled toward credible and impactful venues.

Rate of Hyper-Authored Output

Southern Illinois University, Carbondale shows significant institutional resilience with a low-risk Z-score of -0.255, contrasting sharply with the medium-risk national average of 0.594. This indicates that the university's internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. While extensive author lists can be legitimate in 'Big Science,' the institution's ability to maintain a low rate suggests it successfully distinguishes between necessary massive collaboration and problematic practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its research outputs.

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

The institution demonstrates notable resilience, with a Z-score of -0.012 indicating a very low and well-controlled gap, compared to the medium-risk national average of 0.284. This suggests that internal control mechanisms are successfully mitigating a national trend where institutional prestige can be overly dependent on external partners. The university's balanced score is a strong indicator of sustainable, structural excellence, proving that its scientific prestige results from genuine internal capacity and intellectual leadership, rather than a strategic positioning in collaborations where it does not lead.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution shows a complete absence of risk signals, a profile that is even stronger than the low-risk national standard (-0.275). This low-profile consistency demonstrates an exceptionally healthy balance between research quantity and quality. The data confirms that the university's environment does not foster the kind of extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution, thereby avoiding risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 signifies a total operational silence in this area, with an absence of risk signals that is even more pronounced than the country's already very low average of -0.220. This outstanding result highlights a firm commitment to independent, external peer review and global dissemination. By avoiding reliance on in-house journals, the institution effectively eliminates potential conflicts of interest and risks of academic endogamy, ensuring its scientific production is validated through standard competitive channels and achieves maximum international visibility.

Rate of Redundant Output

The institution's Z-score of 0.148 places it at a medium risk level, showing a higher exposure to this practice compared to the national average of 0.027. This suggests the university is more prone than its peers to alert signals related to data fragmentation. This pattern warns of a potential tendency to divide coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. Such a practice can distort the available scientific evidence and overburden the review system. A review is recommended to ensure that institutional incentives prioritize the publication of significant new knowledge over sheer volume, in line with the university's mission of research innovation.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
If you require a more in-depth analysis of the results or have any questions, please feel free to contact us.
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