| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.522 | -0.514 |
|
Retracted Output
|
-0.165 | -0.126 |
|
Institutional Self-Citation
|
-0.355 | -0.566 |
|
Discontinued Journals Output
|
-0.363 | -0.415 |
|
Hyperauthored Output
|
-0.389 | 0.594 |
|
Leadership Impact Gap
|
-0.735 | 0.284 |
|
Hyperprolific Authors
|
-1.354 | -0.275 |
|
Institutional Journal Output
|
-0.144 | -0.220 |
|
Redundant Output
|
0.491 | 0.027 |
Kent State University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.373 indicating performance well within the parameters of responsible research conduct. The institution's primary strengths lie in its effective governance over authorship practices and its capacity for generating independent, high-impact research. Notably, the university shows exceptional control in areas such as the Rate of Hyperprolific Authors, the Gap in Impact with Leadership, and the Rate of Hyper-Authored Output, where it significantly outperforms national averages. These strengths are reflected in its strong competitive positioning in key thematic areas, including top-tier national rankings in Energy, Chemistry, and Pharmacology, Toxicology and Pharmaceutics, according to SCImago Institutions Rankings data. However, a notable vulnerability exists in the Rate of Redundant Output (Salami Slicing), which is higher than the national average. This practice, if unaddressed, could undermine the institution's mission to "transform lives and communities through the power of discovery," as it prioritizes publication volume over the substantive knowledge needed for genuine transformation. To fully align its operational practices with its strategic vision of excellence and integrity, it is recommended that the university leverage its existing governance strengths to implement targeted training and review processes aimed at promoting more holistic and impactful publication strategies.
With a Z-score of -0.522, the institution's rate of multiple affiliations is in close alignment with the national average of -0.514. This correspondence suggests that the university's engagement in collaborative research and its researchers' mobility patterns are typical for the United States' academic ecosystem. The risk level is as expected for its context and size, indicating no unusual signals of strategic "affiliation shopping" or attempts to artificially inflate institutional credit. The observed rate reflects a standard and healthy level of inter-institutional partnership, which is a cornerstone of modern scientific advancement.
The institution's Z-score for retracted output is -0.165, a figure statistically consistent with the national average of -0.126. This alignment indicates that the university's pre-publication quality control mechanisms and post-publication error correction processes are functioning at a level comparable to its national peers. The data does not suggest any systemic failure in research integrity or a vulnerability in the institutional culture that would lead to recurring malpractice. Instead, the rate reflects a normal operational dynamic where the scientific record is responsibly maintained, balancing the inevitability of human error with robust corrective action.
The university exhibits an incipient vulnerability in its citation patterns, with a Z-score of -0.355 that is notably higher than the national average of -0.566. Although the overall risk level remains low, this deviation warrants a review before it escalates. A certain degree of self-citation is natural and reflects the development of coherent research lines. However, this higher-than-average rate could be an early indicator of an emerging 'echo chamber,' where the institution's work is validated internally without sufficient external scrutiny. Continued monitoring is advisable to mitigate the risk of endogamous impact inflation and ensure that the institution's academic influence is driven by global recognition rather than internal dynamics.
With a Z-score of -0.363, the institution's publication rate in discontinued journals is extremely low, though slightly more pronounced than the national average of -0.415. This finding represents residual noise in an otherwise inert environment. While the risk is minimal, the institution is among the first to show faint signals in a context largely free of this issue. A high proportion of output in such journals would constitute a critical alert regarding due diligence in selecting dissemination channels. This minor signal serves as a reminder of the importance of continuous information literacy to ensure research resources are not inadvertently directed toward low-quality or predatory venues, thereby protecting the institution's reputation.
Kent State University demonstrates significant institutional resilience in managing authorship, with a low-risk Z-score of -0.389 that contrasts sharply with the medium-risk national average of 0.594. This indicates that the university's internal control mechanisms are effectively mitigating the systemic national trend toward author list inflation. While extensive author lists are legitimate in 'Big Science,' their appearance outside these contexts can dilute individual accountability. The university's strong performance suggests it successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thereby upholding transparency and the integrity of the authorial record.
The institution shows remarkable strength in its scientific leadership, with a Z-score of -0.735, indicating a very low gap between its overall impact and the impact of research where it holds a leadership role. This performance is a clear sign of institutional resilience, especially when compared to the medium-risk national average of 0.284. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own structural capacity. Kent State University's result, however, suggests that its high-impact science is driven by genuine internal capabilities, reflecting a sustainable and autonomous model of academic excellence that does not rely on others for intellectual leadership.
The university maintains an exemplary standard regarding author productivity, with a very low-risk Z-score of -1.354, far below the national average of -0.275. This low-profile consistency demonstrates an environment where the absence of risk signals aligns with, and even exceeds, the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The institution's data, however, indicates a healthy balance, suggesting that its research culture prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution's rate of publication in its own journals presents as residual noise, with a very low Z-score of -0.144 that is slightly higher than the national average of -0.220. In a national context where this practice is minimal, the university shows the first faint signals of activity. While in-house journals can be valuable for local dissemination, an over-reliance on them can create conflicts of interest and academic endogamy by bypassing independent external peer review. This minor indicator serves as a cautionary note to ensure that internal publication channels are used judiciously and do not become 'fast tracks' that compromise competitive validation and global visibility.
The university's profile reveals a high exposure to the risk of redundant publication, with a medium-risk Z-score of 0.491 that is significantly higher than the national average of 0.027. This suggests the institution is more prone to this practice than its peers. Massive bibliographic overlap between publications often indicates 'salami slicing'—the fragmentation of a coherent study into minimal publishable units to artificially inflate productivity. This practice is a serious concern as it distorts the scientific evidence base and overburdens the peer-review system. This indicator warrants immediate attention, as it points to a potential misalignment between research practices and the goal of producing significant, new knowledge.
