| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.319 | -0.514 |
|
Retracted Output
|
1.084 | -0.126 |
|
Institutional Self-Citation
|
-1.727 | -0.566 |
|
Discontinued Journals Output
|
0.519 | -0.415 |
|
Hyperauthored Output
|
0.346 | 0.594 |
|
Leadership Impact Gap
|
1.182 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.039 | 0.027 |
The University of Illinois, College of Medicine at Peoria demonstrates a commendable overall scientific integrity profile, marked by a low aggregate risk score of 0.121. The institution exhibits significant strengths in maintaining low rates of institutional self-citation, multiple affiliations, and hyperprolific authorship, indicating a culture that values external validation and meaningful individual contributions. Thematic analysis from SCImago Institutions Rankings data confirms the college's focused expertise in Medicine. However, this strong foundation is contrasted by critical vulnerabilities, most notably a significant rate of retracted output and a medium-risk exposure to publishing in discontinued journals. These specific risks directly challenge the institution's mission "to advance health for everyone through outstanding education research... and social responsibility," as they can undermine the trustworthiness and long-term value of its scientific contributions. To fully align its practices with its aspirational goals, the institution is encouraged to implement targeted quality assurance and educational initiatives focused on publication ethics and venue selection, thereby reinforcing its commitment to excellence and safeguarding its academic reputation.
The institution presents a Z-score of -1.319, which is significantly lower than the national average of -0.514. This result demonstrates a clear and transparent affiliation policy, consistent with the low-risk profile observed nationally. The absence of signals related to this indicator suggests that the institution's collaborative practices are well-defined and do not rely on strategies to artificially inflate institutional credit through "affiliation shopping." This reflects a healthy approach where affiliations are the legitimate result of genuine partnerships and researcher mobility, reinforcing institutional integrity.
With a Z-score of 1.084, the institution shows a significant rate of retractions, creating a severe discrepancy when compared to the low-risk national average of -0.126. This atypical level of risk activity is a critical alert. Retractions are complex, but a rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. This vulnerability in the institution's integrity culture points to a potential for recurring methodological issues or malpractice that requires immediate qualitative verification by management to protect its scientific credibility and public trust.
The institution's Z-score of -1.727 is exceptionally low, positioning it well below the already low national average of -0.566. This demonstrates a robust practice of seeking external validation and engaging with the global scientific community. The data strongly indicates that the institution avoids the "echo chambers" that can arise from excessive self-referencing. This commitment to external scrutiny ensures that the institution's academic influence is built on broad recognition rather than being inflated by internal dynamics, reflecting a healthy and outwardly focused research culture.
A Z-score of 0.519 places the institution at a medium risk level, which constitutes a monitoring alert as it is an unusual finding for a national standard that is very low (-0.415). This suggests a potential gap in due diligence when selecting dissemination channels for its research. Publishing in journals that are later discontinued exposes the institution to severe reputational risks, as these venues often fail to meet international ethical or quality standards. This indicator signals an urgent need to enhance information literacy among researchers to prevent the channeling of scientific production into 'predatory' or low-quality outlets.
The institution's Z-score for hyper-authored output is 0.346, while the national average is 0.594. Although both operate within a medium-risk context, the institution demonstrates a more moderated approach. This suggests that while national trends may encourage extensive author lists, the institution has more effective differentiated management in place. These controls appear to help distinguish between necessary massive collaboration and practices like 'honorary' authorship, thereby mitigating the risk of diluting individual accountability and transparency in its publications better than its national peers.
With a Z-score of 1.182, the institution shows high exposure to this risk, significantly more pronounced than the national average of 0.284. This wide positive gap, where overall impact is much higher than the impact of research led by the institution, signals a potential sustainability risk. It suggests that a substantial portion of the institution's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise primary intellectual leadership. This invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners.
The institution's Z-score of -1.413 is very low, far below the national average of -0.275. This excellent result indicates a healthy balance between productivity and quality, aligning with national standards of responsible research conduct. The absence of risk signals in this area suggests that the institution fosters an environment where meaningful intellectual contribution is prioritized over sheer publication volume, effectively avoiding the potential for coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is almost identical to the national average of -0.220, demonstrating perfect integrity synchrony with its environment. This total alignment in a very low-risk context confirms that the institution does not depend on its own journals for publication, thus avoiding potential conflicts of interest and academic endogamy. By consistently seeking independent external peer review, the institution ensures its scientific production is validated against competitive global standards, which enhances its visibility and credibility.
The institution's Z-score of 0.039 is nearly identical to the national average of 0.027, with both falling into the medium-risk category. This alignment suggests the institution is reflecting a systemic pattern, where shared evaluation practices at a national level may inadvertently encourage data fragmentation. This practice of 'salami slicing,' or dividing a study into minimal publishable units to inflate productivity, risks distorting the available scientific evidence and overburdens the review system. The risk level indicates that this is a shared challenge within the national research ecosystem.