| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.208 | -0.514 |
|
Retracted Output
|
1.488 | -0.126 |
|
Institutional Self-Citation
|
-0.834 | -0.566 |
|
Discontinued Journals Output
|
-0.203 | -0.415 |
|
Hyperauthored Output
|
-0.848 | 0.594 |
|
Leadership Impact Gap
|
0.877 | 0.284 |
|
Hyperprolific Authors
|
0.152 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.081 | 0.027 |
Saint John's University presents a research profile with a solid overall score of 0.337, characterized by significant strengths in research integrity but punctuated by critical, isolated vulnerabilities. The institution demonstrates exemplary performance in areas promoting external validation and collaboration, with very low rates of institutional self-citation and output in its own journals. However, this positive foundation is sharply contrasted by a significant alert in the Rate of Retracted Output, alongside medium-risk signals in research dependency, hyperprolific authorship, and redundant publications. According to SCImago Institutions Rankings data, the university's thematic strengths are concentrated in high-impact biomedical fields, including Pharmacology, Toxicology and Pharmaceutics, Biochemistry, Genetics and Molecular Biology, and Medicine. The identified integrity risks, particularly the high rate of retractions, directly challenge the university's mission to uphold "academic excellence," "rigorous standards," and "ethical values." This discrepancy suggests a potential gap between institutional aspirations and operational quality controls. To fully align its practices with its mission, it is recommended that the university leverage its clear strengths in scientific openness to implement targeted interventions that address the specific vulnerabilities, thereby reinforcing its commitment to a culture of unimpeachable integrity and truth-seeking.
The institution's Z-score of -0.208 is within the low-risk national band, though slightly higher than the country average of -0.514. This positioning suggests an incipient vulnerability that warrants monitoring before it escalates. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor elevation compared to the national baseline could signal the early stages of strategic attempts to inflate institutional credit. A proactive review is advisable to ensure that all affiliations reflect genuine, substantive collaborations rather than "affiliation shopping," thereby safeguarding the transparency of institutional contributions.
A severe discrepancy exists between the institution's Z-score of 1.488 and the national average of -0.126. This risk activity is highly atypical for the national context and requires a deep integrity assessment. Retractions are complex events, but a rate so significantly above the global and national average is a critical alert that pre-publication quality control mechanisms may be failing systemically. This suggests a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that demands immediate qualitative verification by management to protect the university's reputation and scientific credibility.
With a Z-score of -0.834, the institution demonstrates an exceptionally low rate of self-citation, well below the already low national average of -0.566. This low-profile consistency is a strong positive signal, confirming that the institution's research impact is validated externally rather than within an internal 'echo chamber.' The complete absence of risk signals in this area aligns with a national standard of scientific openness, showing that the institution avoids any risk of endogamous impact inflation and that its academic influence is healthily recognized by the global community.
The institution's Z-score of -0.203 indicates a slight divergence from the national standard, where such activity is almost non-existent (country Z-score of -0.415). This small signal of risk, in an otherwise inert environment, warrants attention. Publishing in discontinued journals, often associated with 'predatory' or low-quality practices, exposes the institution to severe reputational risks. While the current level is low, its very presence suggests a potential gap in due diligence and a need to reinforce information literacy among researchers to ensure resources are channeled exclusively to reputable dissemination outlets.
The institution exhibits strong institutional resilience with a Z-score of -0.848, contrasting sharply with the moderate national trend (Z-score of 0.594). This suggests that internal governance and control mechanisms are effectively mitigating a systemic risk prevalent in the country. By maintaining a low rate of hyper-authorship, the institution upholds transparency and individual accountability. This performance indicates a culture that successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, preventing the dilution of responsibility in its scientific output.
With a Z-score of 0.877, the institution shows a higher exposure to this risk compared to the national average of 0.284. This indicates that the institution is more prone to showing a significant gap where its global impact is high but the impact of research it leads is comparatively low. This pattern signals a potential sustainability risk, suggesting that its scientific prestige may be dependent and exogenous rather than structural. The data invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of 0.152 represents a moderate deviation from the national standard (Z-score of -0.275), indicating a greater sensitivity to this risk factor than its peers. This unusual level for the national context requires a review of its causes. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. This signal alerts to potential risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 signifies a total operational silence in this area, performing even better than the very low national average of -0.220. This absence of risk signals is an exemplary indicator of good practice. By not relying on in-house journals, the institution avoids potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production consistently undergoes independent external peer review. This commitment to competitive validation strengthens its global visibility and credibility.
The institution's Z-score of 0.081 indicates a high exposure to this risk, as it is more prone to showing signals of redundant publication than the national average (Z-score of 0.027). This pattern of massive and recurring bibliographic overlap between publications alerts to the potential practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing volume over the generation of significant new knowledge.