| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.013 | -0.514 |
|
Retracted Output
|
-0.071 | -0.126 |
|
Institutional Self-Citation
|
-1.100 | -0.566 |
|
Discontinued Journals Output
|
-0.471 | -0.415 |
|
Hyperauthored Output
|
-0.712 | 0.594 |
|
Leadership Impact Gap
|
1.351 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
1.437 | 0.027 |
Weber State University demonstrates a robust scientific integrity profile, with an overall risk score of -0.336 that indicates performance superior to the global average. The institution exhibits exceptional strengths in maintaining very low-risk levels for multiple affiliations, institutional self-citation, publication in discontinued journals, and hyperprolific authorship, effectively insulating itself from national trends in areas like hyper-authorship. Key areas of research strength, as evidenced by its SCImago Institutions Rankings, include Agricultural and Biological Sciences, Business, Management and Accounting, and Social Sciences. However, two indicators warrant strategic attention: a medium-risk gap between its overall research impact and the impact of work led by its own researchers, and a similarly medium-risk rate of redundant publications. These signals suggest a potential misalignment with the university's mission to define and measure success through clear "achievement indicators," as they point towards a reliance on external leadership for impact and a possible focus on publication volume over substance. Addressing these vulnerabilities will be crucial to ensure that the institution's measured success fully reflects its internal capacity for excellence and its commitment to responsible scientific contribution.
The institution presents a Z-score of -1.013, significantly lower than the national average of -0.514. This excellent result demonstrates a low-profile consistency, where the complete absence of risk signals surpasses the already high national standard. While multiple affiliations can be a legitimate outcome of collaboration, the university's exceptionally low rate confirms a negligible presence of strategic practices aimed at artificially inflating institutional credit, such as "affiliation shopping," reinforcing a culture of transparent and straightforward academic attribution.
With a Z-score of -0.071, the institution's rate of retracted output is slightly higher than the national average of -0.126, though both remain in a low-risk category. This minor variance suggests an incipient vulnerability and signals a need for continued vigilance. Retractions can sometimes signify responsible error correction, but a rate that edges above the national baseline, however slightly, indicates that pre-publication quality control mechanisms should be monitored to prevent any potential systemic issues from escalating and to safeguard the institution's integrity culture.
The university's Z-score of -1.100 is markedly lower than the United States' average of -0.566. This demonstrates an exemplary low-profile consistency, with risk signals being virtually non-existent and far below the national standard. A certain level of self-citation is natural, reflecting ongoing research lines, but this exceptionally low rate strongly indicates that the institution's work is validated by the broader scientific community, not through internal 'echo chambers.' This performance mitigates any risk of endogamous impact inflation and confirms that its academic influence is built on widespread external recognition.
The institution's Z-score of -0.471 is slightly better than the national average of -0.415, with both values indicating a near-total absence of this risk. This operational silence, with risk signals even below the minimal national average, is a testament to the university's rigorous due diligence in selecting publication channels. This proactive approach effectively prevents the channeling of scientific production through media that fail to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and ensuring resources are not wasted on predatory or low-quality outlets.
Weber State University shows a Z-score of -0.712, a stark contrast to the national average of 0.594. This demonstrates significant institutional resilience, as its control mechanisms appear to successfully mitigate systemic risks prevalent at the national level. While extensive author lists are legitimate in 'Big Science,' the university's low rate outside these contexts indicates a strong culture of accountability and transparency. This performance effectively filters out practices like author list inflation or 'honorary' authorships, ensuring that credit is assigned responsibly.
The institution's Z-score of 1.351 reveals a high exposure to this risk, substantially exceeding the national average of 0.284. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige is heavily dependent on collaborations where it does not exercise intellectual leadership. While partnering is common, this high value indicates that its measured excellence may be more a result of strategic positioning in external projects than a reflection of its own structural research capacity. This invites a strategic reflection on how to foster and elevate the impact of its internally-led research.
With a Z-score of -1.413, the university is significantly below the national average of -0.275. This result shows a commendable low-profile consistency, as the near-total absence of risk signals aligns with and improves upon the national standard. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The university's very low indicator in this area points to a healthy institutional balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.
The institution's Z-score of -0.268 is slightly lower than the national average of -0.220, placing both in the very low-risk category. This total operational silence, with risk signals even more subdued than the national baseline, highlights a strong commitment to independent external peer review. By avoiding dependence on in-house journals, the university circumvents potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its research, ensuring its output is not perceived as using internal 'fast tracks' to inflate publication records.
The university's Z-score for this indicator is 1.437, a figure that shows high exposure and is substantially greater than the national average of 0.027. This suggests the institution is more prone than its peers to practices that may artificially inflate productivity metrics. While citing previous work is fundamental, a high degree of bibliographic overlap between simultaneous publications can indicate data fragmentation or 'salami slicing.' This practice of dividing a single study into minimal publishable units risks distorting the scientific evidence and overburdening the review system. It is advisable to review publication guidelines to ensure research contributions are presented as coherent, significant works rather than fragmented outputs.