| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.100 | -0.514 |
|
Retracted Output
|
-0.277 | -0.126 |
|
Institutional Self-Citation
|
-0.132 | -0.566 |
|
Discontinued Journals Output
|
-0.522 | -0.415 |
|
Hyperauthored Output
|
-0.627 | 0.594 |
|
Leadership Impact Gap
|
-0.700 | 0.284 |
|
Hyperprolific Authors
|
-0.236 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.183 | 0.027 |
The University of Arkansas, Fayetteville, demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.312. This score indicates a performance well above the global average, characterized by very low to low risk across the majority of indicators. The institution's primary strengths lie in its exceptional diligence in selecting publication venues, with virtually no presence in discontinued journals, and a strong commitment to external validation, as shown by the minimal use of institutional journals. Furthermore, the university effectively insulates itself from national risk trends in hyper-authorship and impact dependency, showcasing strong internal governance and genuine intellectual leadership. The main area for strategic attention is a moderate, and above-average, signal for redundant publications. According to SCImago Institutions Rankings data, this strong integrity foundation supports areas of significant research excellence, particularly in Energy (ranked 41st in the US), Veterinary (46th), Agricultural and Biological Sciences (81st), and Business, Management and Accounting (84th). This performance directly aligns with the university's mission to "build a better world" through "research and discovery." However, the identified risk of redundant output, which prioritizes publication volume over substantive contribution, could subtly undermine this mission by devaluing the very discovery process it aims to champion. To ensure complete alignment, we recommend a proactive review of publication and authorship guidelines to address this single vulnerability, thereby reinforcing an already outstanding culture of research excellence and social responsibility.
The institution presents a Z-score of -0.100, which, while low, is slightly elevated compared to the national average of -0.514. This suggests an incipient vulnerability that warrants monitoring. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's rate is slightly more active than its national peers. This minor deviation from the norm calls for a review to ensure that all affiliations are strategically sound and not indicative of practices like “affiliation shopping” aimed at artificially inflating institutional credit.
With a Z-score of -0.277, the institution demonstrates a more prudent profile than the national standard, which stands at -0.126. This lower rate of retractions indicates that the university's pre-publication quality control and supervision mechanisms are likely more rigorous than the country's average. It reflects a responsible research culture where potential errors are effectively identified and corrected before dissemination, thereby strengthening the reliability of its scientific output.
The institution's Z-score for this indicator is -0.132, a low-risk value that is nevertheless higher than the national average of -0.566. This slight elevation points to an incipient vulnerability. A certain level of self-citation is natural and reflects the continuity of established research lines. However, the university's tendency to cite its own work more frequently than its national counterparts warrants attention to prevent the formation of 'echo chambers' and ensure that its academic influence is validated by the broader global community, rather than being disproportionately sustained by internal dynamics.
The institution exhibits a Z-score of -0.522, indicating a near-total absence of risk signals and outperforming the already low national average of -0.415. This exceptional result signifies total operational silence in this area. It demonstrates a highly effective due diligence process for selecting dissemination channels, successfully avoiding predatory or low-quality publications. This protects the university from severe reputational risks and confirms a strong commitment to channeling its research through credible and ethically sound venues.
With a Z-score of -0.627, the institution shows remarkable resilience against a risk that is more pronounced at the national level (Z-score of 0.594). This demonstrates that the university's internal control mechanisms are effectively mitigating systemic risks present in its environment. While extensive author lists can be legitimate in 'Big Science', the institution’s very low rate suggests it successfully maintains clear authorship standards that prevent inflation, thereby preserving individual accountability and transparency in its collaborative research.
The institution's Z-score of -0.700 contrasts sharply with the national average of 0.284, highlighting exceptional institutional resilience. This score indicates that the university is not only avoiding the national trend of impact dependency but is actively demonstrating robust internal capacity. A negative gap signifies that the impact of research led by the institution is strong and self-sufficient, proving its scientific prestige is structural and sustainable, rather than reliant on the leadership of external collaborators.
The institution's Z-score of -0.236 is closely aligned with the national average of -0.275, indicating a state of statistical normality. The risk level is as expected for its context and size, with no unusual signals of extreme individual publication volumes. This suggests a healthy balance between productivity and the capacity for meaningful intellectual contribution, indicating that authorship is generally assigned in a manner consistent with the integrity of the scientific record.
The institution's Z-score of -0.268 is in close synchrony with the national average of -0.220, both of which are in the very low-risk category. This alignment reflects a shared commitment to integrity within an environment of maximum scientific security. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review and achieves global visibility.
With a Z-score of 0.183, the institution shows a medium risk level and a high exposure compared to the national average of 0.027. This is the most significant alert in the university's profile, indicating it is more prone to this risk than its peers. A high value warns of potential 'salami slicing,' the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity metrics. This practice not only overburdens the review system but also distorts the scientific evidence, prioritizing volume over the generation of significant new knowledge.