| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.175 | -0.514 |
|
Retracted Output
|
-0.061 | -0.126 |
|
Institutional Self-Citation
|
-1.623 | -0.566 |
|
Discontinued Journals Output
|
-0.545 | -0.415 |
|
Hyperauthored Output
|
-0.747 | 0.594 |
|
Leadership Impact Gap
|
0.183 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-1.186 | 0.027 |
Salisbury University demonstrates an outstanding global performance in scientific integrity, reflected in an overall risk score of -0.582. This score signals a robust and healthy research environment, characterized by a profound commitment to ethical practices. The institution's primary strengths are evident across a wide range of indicators, with exceptionally low risk signals in areas such as institutional self-citation, publication in discontinued journals, and redundant output. The only area requiring strategic attention is a moderate gap between the impact of its total output and that of its internally-led research, a common challenge that the University manages more effectively than the national average. This strong integrity profile provides a solid foundation for its recognized academic strengths, particularly in thematic areas where it holds a competitive position according to SCImago Institutions Rankings data, including Business, Management and Accounting; Economics, Econometrics and Finance; Psychology; and Social Sciences. The University's demonstrated commitment to scientific integrity directly aligns with its mission to be a "premier comprehensive" institution built on "excellence" and "core values." By maintaining such high standards, Salisbury University ensures that its goal of empowering students and contributing to society is based on a foundation of credible and responsible scholarship. To further this mission, we recommend leveraging this strong integrity culture to focus on strategies that enhance internal research leadership, ensuring that the institution's growing prestige is both sustainable and structurally self-sufficient.
Salisbury University shows a Z-score of -1.175, significantly lower than the United States' national average of -0.514. This result indicates a low-profile consistency, where the institution's complete absence of risk signals in this area aligns with the generally low-risk national standard. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can sometimes signal attempts to inflate institutional credit. The University's very low score confirms that its affiliations are managed with transparency and are a reflection of genuine scientific partnership rather than strategic credit inflation, reinforcing a culture of clear and honest attribution.
The institution's Z-score for retracted output is -0.061, which, while in the low-risk category, is slightly above the national average of -0.126. This minor difference points to an incipient vulnerability, suggesting the presence of signals that warrant review before they could potentially escalate. Retractions can result from honest error correction, but a rate that trends higher than its peers may indicate that pre-publication quality control mechanisms could be strengthened. This score does not signal a systemic issue but serves as a constructive prompt for management to verify that its integrity culture and methodological rigor are effectively minimizing the risk of recurring malpractice or errors.
With a Z-score of -1.623, the University demonstrates an exceptionally low rate of institutional self-citation compared to the national average of -0.566. This reflects a commendable low-profile consistency, where the absence of risk signals is even more pronounced than the national standard. A certain level of self-citation is natural, but high rates can indicate scientific isolation or 'echo chambers.' Salisbury University's very low score strongly suggests that its research is validated by the broader global community, avoiding endogamous impact inflation and confirming that its academic influence is driven by external recognition rather than internal dynamics.
Salisbury University's Z-score in this indicator is -0.545, marking a state of total operational silence with an absence of risk signals even below the already low national average of -0.415. Publishing in journals that are later discontinued can expose an institution to reputational risk, as these venues often fail to meet international ethical or quality standards. The University's extremely low score is a testament to its robust due diligence in selecting high-quality dissemination channels, effectively protecting its resources and reputation from predatory or low-quality practices and ensuring its scientific output appears in credible venues.
The University's Z-score of -0.747 is well within the low-risk range, contrasting sharply with the medium-risk national average of 0.594. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks that are more prevalent at the national level. While extensive author lists are normal in 'Big Science,' high rates outside these fields can indicate author list inflation. Salisbury University's low score suggests that it effectively distinguishes between necessary large-scale collaboration and questionable authorship practices, thereby upholding individual accountability and transparency in its publications.
The institution presents a Z-score of 0.183 in this indicator, which, while categorized as a medium risk, is notably lower than the national average of 0.284. This suggests a pattern of differentiated management, where the University moderates a risk that appears more common across the country. A positive gap can signal a sustainability risk, suggesting that scientific prestige may be dependent on external partners rather than being fully structural. While the University's score indicates some reliance on collaborative impact, its ability to keep this gap smaller than the national trend points to a greater internal capacity for intellectual leadership and a more sustainable model for building its academic prestige.
With a Z-score of -1.413, Salisbury University shows a near-total absence of hyperprolific authors, a figure significantly lower than the national average of -0.275. This demonstrates a low-profile consistency, aligning with a national environment where this risk is already low. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution and may signal imbalances between quantity and quality. The University's exceptionally low score indicates a healthy research culture that prioritizes the integrity of the scientific record over the pursuit of volume, effectively avoiding risks such as coercive or honorary authorship.
The University's Z-score for publishing in its own journals is -0.268, indicating total operational silence on this risk indicator and performing even better than the low national average of -0.220. While in-house journals can be useful, over-reliance on them can create conflicts of interest and academic endogamy by bypassing external peer review. Salisbury University's negligible rate in this area confirms its commitment to independent, competitive validation for its research, ensuring its work achieves global visibility and is not channeled through internal 'fast tracks' that could inflate productivity without external scrutiny.
Salisbury University achieves an outstanding Z-score of -1.186, in stark contrast to the medium-risk national average of 0.027. This wide gap signifies a successful preventive isolation, whereby the institution does not replicate the risk dynamics observed in its environment. A high rate of redundant output, or 'salami slicing,' indicates the fragmentation of studies into minimal units to inflate publication counts, a practice that distorts scientific evidence. The University's extremely low score demonstrates a strong institutional policy, formal or informal, that promotes the publication of coherent, significant studies over artificially boosting productivity metrics.