| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.855 | -0.514 |
|
Retracted Output
|
0.023 | -0.126 |
|
Institutional Self-Citation
|
-0.087 | -0.566 |
|
Discontinued Journals Output
|
-0.508 | -0.415 |
|
Hyperauthored Output
|
-0.421 | 0.594 |
|
Leadership Impact Gap
|
-0.339 | 0.284 |
|
Hyperprolific Authors
|
-1.227 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.073 | 0.027 |
Utah State University demonstrates a robust scientific integrity profile, with an overall risk score of -0.376 that indicates performance significantly better than the global average. The institution's primary strengths lie in its exceptionally low rates of publication in discontinued journals, hyperprolific authorship, and output in its own institutional journals, showcasing a strong commitment to quality dissemination and ethical authorship practices. A notable area for strategic attention is the Rate of Retracted Output, which presents a medium-level risk and deviates from the national trend, warranting a deeper qualitative review. According to SCImago Institutions Rankings data, the university's academic prowess is particularly evident in fields such as Veterinary (ranked 72nd in the US), Mathematics (75th), and Psychology (101st). This strong integrity posture fundamentally supports its mission to be a "premier student-centered land-grant and space-grant university." However, the elevated risk of retractions could challenge the principle that "academics come first" by potentially undermining the reliability of its discovery and engagement efforts. By addressing this single vulnerability, Utah State University can fully align its operational practices with its stated mission of excellence and public service, reinforcing its position as a leader in responsible research.
With a Z-score of -0.855, significantly lower than the national average of -0.514, Utah State University exhibits a prudent and well-managed approach to academic affiliations. This result suggests the institution maintains more rigorous oversight of affiliation declarations than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's lower rate indicates a controlled environment that effectively avoids the risk of strategic "affiliation shopping" or the artificial inflation of institutional credit, ensuring that collaborations are transparent and accurately represented.
The institution's Z-score for retracted output is 0.023, which contrasts with the national average of -0.126. This moderate deviation indicates a greater sensitivity to risk factors than its national peers and calls for a focused review. Retractions are complex events, but a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard the university's reputation.
Utah State University's Z-score for institutional self-citation is -0.087, which, while low, is higher than the national average of -0.566. This signals an incipient vulnerability that warrants review before it escalates. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this slightly elevated rate could be an early indicator of a tendency toward scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. It serves as a caution against the potential for endogamous impact inflation, where academic influence might be shaped more by internal dynamics than by broader community recognition.
The institution demonstrates exceptional performance in this area, with a Z-score of -0.508, which is even lower than the already low national average of -0.415. This reflects a state of total operational silence regarding this risk, indicating an outstanding level of due diligence in selecting publication channels. This proactive avoidance of journals that do not meet international ethical or quality standards protects the institution from severe reputational risks and confirms a strong culture of information literacy, ensuring that research resources are not wasted on 'predatory' or low-quality practices.
With a Z-score of -0.421, the university displays strong institutional resilience against a risk that is more pronounced at the national level (Z-score of 0.594). This indicates that the institution's internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed across the country. By maintaining a low rate of hyper-authorship, the university successfully distinguishes between necessary massive collaboration in "Big Science" and potentially problematic 'honorary' or political authorship practices, thereby upholding individual accountability and transparency in its research contributions.
Utah State University shows a Z-score of -0.339, demonstrating institutional resilience when compared to the national average of 0.284. This low score indicates that the institution's scientific prestige is structurally sound and not overly dependent on external partners for impact. Unlike the national trend, where a wider gap suggests that excellence metrics can result from collaborations where institutions do not exercise intellectual leadership, this university's profile points to a sustainable model where its high-impact research is driven by genuine internal capacity, reinforcing its role as a leader in discovery.
The institution's Z-score of -1.227 is exceptionally low, far below the national average of -0.275. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with a secure national standard. This indicator alerts to potential imbalances between quantity and quality, but the university's score confirms a healthy research environment that prioritizes meaningful intellectual contribution over sheer volume. This effectively mitigates risks such as coercive authorship or the assignment of authorship without real participation, thereby protecting the integrity of its scientific record.
With a Z-score of -0.268, which is nearly identical to the national average of -0.220, the institution demonstrates integrity synchrony and total alignment with an environment of maximum scientific security. This very low rate of publication in its own journals highlights a strong commitment to independent, external peer review, thus avoiding potential conflicts of interest where the institution might act as both judge and party. This practice prevents academic endogamy, ensures that its scientific production is validated through standard competitive channels, and enhances its global visibility and credibility.
The university's Z-score of -0.073 contrasts sharply with the national average of 0.027, showcasing institutional resilience in an area of moderate national risk. This low rate indicates that the institution effectively curbs the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. By fostering a culture that prioritizes significant new knowledge over volume, the university avoids distorting the available scientific evidence and overburdening the review system, contributing more robust and meaningful research to its fields.