| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.958 | -0.514 |
|
Retracted Output
|
-0.230 | -0.126 |
|
Institutional Self-Citation
|
0.923 | -0.566 |
|
Discontinued Journals Output
|
-0.528 | -0.415 |
|
Hyperauthored Output
|
4.729 | 0.594 |
|
Leadership Impact Gap
|
2.352 | 0.284 |
|
Hyperprolific Authors
|
0.522 | -0.275 |
|
Institutional Journal Output
|
0.949 | -0.220 |
|
Redundant Output
|
-0.379 | 0.027 |
The Catholic University of America presents a dual profile in scientific integrity, demonstrating commendable strengths in procedural diligence alongside significant vulnerabilities in authorship and impact patterns. With an overall risk score of 0.258, the institution shows exemplary performance in areas such as Rate of Output in Discontinued Journals and Rate of Multiple Affiliations, indicating robust quality control in publication channels and affiliation management. However, this is contrasted by a critical alert in the Rate of Hyper-Authored Output and medium-level risks in Institutional Self-Citation, Hyperprolific Authorship, and a notable dependency on external collaborators for impact. According to SCImago Institutions Rankings data, the University's strongest research areas include Computer Science, Mathematics, Engineering, and Medicine. The identified risks, particularly those related to authorship inflation and academic endogamy, pose a direct challenge to the institutional mission of seeking and imparting "the truth through excellence in teaching and research." These practices could prioritize metric performance over the genuine academic contribution, potentially undermining the credibility that is central to its identity. To fully align its operational reality with its foundational mission, the University is encouraged to undertake a strategic review of its authorship and collaboration policies, reinforcing its solid integrity framework to ensure its research excellence is both authentic and sustainable.
The institution exhibits an exemplary low-risk profile, with a Z-score of -0.958, which is significantly more favorable than the national average of -0.514. This result demonstrates a healthy and transparent approach to academic collaboration, suggesting that the institution's practices are well-aligned with national standards for integrity. The absence of risk signals indicates that multiple affiliations at the institution are a legitimate result of researcher mobility and partnerships, rather than strategic attempts to inflate institutional credit, reinforcing a culture of straightforward and ethical academic engagement.
With a Z-score of -0.230, the institution maintains a low-risk profile that is slightly more rigorous than the national standard (-0.126). This prudent positioning suggests that the institution's quality control mechanisms are managed effectively. Retractions can be complex events, and this favorable score indicates that the institution's processes for supervision and error correction are robust, preventing systemic failures. The data does not suggest a vulnerability in the integrity culture but rather points to responsible oversight in the research publication lifecycle.
The institution shows a moderate deviation from the national norm, with a Z-score of 0.923 compared to the country's low-risk average of -0.566. This indicates a greater sensitivity to risk factors related to academic insularity. While a certain level of self-citation is natural, this disproportionately high rate signals a potential 'echo chamber' where the institution may be validating its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence could be oversized by internal dynamics rather than broad recognition from the global scientific community.
The institution demonstrates total operational silence in this area, with a Z-score of -0.528, surpassing the already strong national average of -0.415. This exceptional performance indicates an absence of risk signals and reflects a highly diligent process for selecting publication venues. This result suggests that the institution's researchers are well-informed and effectively avoid predatory or low-quality journals, thereby protecting the university's reputation and ensuring that its scientific output is channeled through credible and ethically sound media.
A Z-score of 4.729 places the institution at a significant risk level, starkly amplifying a vulnerability that is only moderately present in the national system (0.594). This finding constitutes a critical alert. While extensive author lists are legitimate in 'Big Science' disciplines, such a high score outside those contexts can indicate systemic author list inflation, which dilutes individual accountability and transparency. This severe discrepancy demands an urgent internal review to distinguish between necessary massive collaborations and potential 'honorary' or political authorship practices that compromise research integrity.
The institution exhibits high exposure to this risk, with a Z-score of 2.352 that is substantially higher than the national average of 0.284, despite both being in the medium-risk category. This wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and may not be structurally sustainable. It raises critical questions about whether the institution's high-impact metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role. This signals a potential risk to long-term scientific autonomy and reputation.
With a medium-risk Z-score of 0.522, the institution shows a moderate deviation from the low-risk national standard (-0.275). This suggests a greater sensitivity to risk factors associated with extreme publication volumes. While high productivity can reflect leadership, extreme volumes often challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of 0.949 represents a medium-level risk, which is an unusual and concerning signal when compared to the very low-risk national standard of -0.220. This disparity triggers a monitoring alert, as it suggests a potential conflict of interest where the institution acts as both judge and party in the publication process. This high rate warns of the risk of academic endogamy, where research might bypass rigorous, independent peer review. It may also indicate the use of internal channels as 'fast tracks' to inflate publication counts, limiting global visibility and competitive validation.
The institution demonstrates notable resilience, maintaining a low-risk Z-score of -0.379 in an area where the national system shows a medium-level vulnerability (0.027). This suggests that the institution's internal control mechanisms are effectively mitigating the systemic risk of data fragmentation. The favorable score indicates that researchers are not engaging in 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity. This reflects a commitment to publishing significant, coherent contributions to the scientific record.