| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.924 | -0.514 |
|
Retracted Output
|
-0.118 | -0.126 |
|
Institutional Self-Citation
|
-1.224 | -0.566 |
|
Discontinued Journals Output
|
-0.450 | -0.415 |
|
Hyperauthored Output
|
-0.005 | 0.594 |
|
Leadership Impact Gap
|
1.532 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-1.022 | 0.027 |
American University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.422. The institution exhibits exceptional performance across the majority of integrity indicators, with particularly low-risk signals in areas such as Institutional Self-Citation, Hyperprolific Authors, and Redundant Output. This strong foundation of ethical research practices is a testament to its internal governance and commitment to quality. Thematic strengths, evidenced by SCImago Institutions Rankings data, are concentrated in Economics, Econometrics and Finance; Business, Management and Accounting; and Earth and Planetary Sciences, where the university holds a competitive national position. This profile largely aligns with its mission to "advance knowledge" and "empower lives of... leadership." However, the one notable vulnerability—a medium-risk gap between its overall research impact and the impact of work where it holds leadership—presents a strategic challenge. This dependency on external partners for impact could subtly undermine the mission's emphasis on fostering genuine leadership. To fully realize its vision, the university is encouraged to leverage its strong integrity culture to cultivate greater intellectual autonomy and ensure its recognized excellence is built upon a sustainable, internally-driven foundation.
The institution presents a Z-score of -0.924, which is significantly lower than the national average of -0.514. This result indicates a very healthy and transparent approach to academic collaboration. The institution's extremely low rate of multiple affiliations aligns perfectly with a low-risk national environment, confirming that its collaborative patterns are organic and free from signals of strategic "affiliation shopping" designed to artificially inflate institutional credit. This demonstrates a clear and unambiguous representation of its research partnerships.
With a Z-score of -0.118, the institution's performance is statistically indistinguishable from the national average of -0.126. This alignment suggests that the university's rate of retractions falls within the expected range for its context and size. The data does not point to any systemic failure in pre-publication quality control. Instead, it reflects a normal operational level where retractions, which can stem from honest corrections or other factors, are managed in line with national scientific standards.
The institution's Z-score of -1.224 is exceptionally low, positioning it well below the already low-risk national average of -0.566. This figure strongly indicates that the university's research is validated by the broader international scientific community, avoiding the "echo chambers" that can arise from excessive self-reference. Such a low rate of institutional self-citation is a powerful marker of scientific extroversion and external relevance, confirming that the institution's academic influence is earned through global recognition rather than being inflated by internal dynamics.
The institution records a Z-score of -0.450, an even stronger result than the very low-risk national average of -0.415. This near-total absence of publications in discontinued journals demonstrates exceptional operational diligence in the selection of dissemination channels. It signifies that the institution and its researchers are effectively avoiding predatory or low-quality publishing practices, thereby safeguarding institutional reputation and ensuring that research efforts are channeled into credible and enduring scientific venues.
The institution maintains a low-risk Z-score of -0.005, in stark contrast to the medium-risk national average of 0.594. This demonstrates remarkable institutional resilience against a broader systemic trend. While the national context shows a moderate tendency towards large author lists, the university appears to have effective control mechanisms in place. These controls successfully mitigate the risk of author list inflation, ensuring that authorship reflects genuine contribution and accountability, rather than honorary or political practices that can dilute transparency.
The institution's Z-score of 1.532 is classified as a medium risk and is notably higher than the national average of 0.284. This indicates that the university is more exposed to this particular vulnerability than its national peers. The significant positive gap suggests that a substantial portion of the institution's scientific prestige is dependent on collaborations where it does not exercise intellectual leadership. This creates a sustainability risk, inviting critical reflection on whether its high-impact metrics are the result of genuine internal capacity or strategic positioning in partnerships where its role is secondary. This dependency on exogenous impact could challenge long-term scientific autonomy.
With a Z-score of -1.413, the institution shows a near-absence of hyperprolific authorship, a rate significantly lower than the national average of -0.275. This result is a strong positive signal, aligning with a culture that prioritizes research quality over sheer publication volume. The data suggests that the institution is effectively avoiding the risks associated with extreme productivity, such as coercive authorship or the assignment of credit without meaningful participation, thereby upholding the integrity of its scientific record.
The institution's Z-score of -0.268 is even lower than the very low-risk national average of -0.220, indicating a near-complete absence of this risk factor. This demonstrates a firm commitment to external, independent peer review and global visibility. By avoiding reliance on in-house journals, the university effectively eliminates potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production is validated through standard competitive channels rather than internal "fast tracks."
The institution exhibits a Z-score of -1.022, a very low-risk value that signifies a state of preventive isolation from the national trend, where the average score is 0.027 (medium risk). This stark difference indicates that the university does not replicate the risk dynamics observed in its environment. Its researchers demonstrate a commendable practice of publishing coherent, significant studies, effectively avoiding data fragmentation or "salami slicing." This approach strengthens the scientific record and shows a commitment to producing meaningful new knowledge over artificially inflating productivity metrics.