Embry-Riddle Aeronautical University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Embry-Riddle Aeronautical University demonstrates a robust scientific profile, reflected in an overall integrity score of 0.185. This performance is anchored in strong governance regarding authorship practices, with very low risk in multiple affiliations and hyperprolific authors. However, this solid foundation is contrasted by significant and medium-level risks in publication strategies, notably a significant rate of redundant output (salami slicing) and concerning levels of retractions, output in institutional journals, and a dependency on external collaborations for impact. According to SCImago Institutions Rankings data, the University's strongest thematic areas include Computer Science, Engineering, and Business, Management and Accounting, which are central to its identity. The identified integrity risks, particularly those suggesting a focus on quantity over substance, directly challenge the institution's mission to be a "world leader" and prepare students for "leadership roles." True leadership and excellence are incompatible with practices that could dilute the scientific record or create a perception of inflated impact. To fully align its operational reality with its ambitious mission, it is recommended that the University undertake a strategic review of its publication and quality control policies, ensuring that its commitment to integrity is as prominent as its legacy in aviation and aerospace.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.217, indicating a very low risk profile that is even more conservative than the national average of -0.514. This low-profile consistency demonstrates that the University's affiliation practices are well-aligned with national standards, showing no signs of risk. While multiple affiliations can be a legitimate outcome of collaboration, the institution's data confirms an absence of signals that might suggest strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and transparent approach to academic partnerships.

Rate of Retracted Output

With a Z-score of 0.314, the institution presents a medium risk level, which marks a moderate deviation from the low-risk national standard (Z-score: -0.126). This suggests a greater institutional sensitivity to factors that can lead to retractions. Retractions are complex events, and while some signify responsible correction of honest errors, a rate notably higher than the national benchmark suggests that pre-publication quality control mechanisms may be facing systemic challenges. This vulnerability in the institution's integrity culture warrants qualitative verification to understand its root causes and prevent recurring malpractice or a lack of methodological rigor.

Rate of Institutional Self-Citation

The institution's Z-score of -0.526 is in close alignment with the national average of -0.566, reflecting a state of statistical normality. This indicates that the risk level is as expected for its context and size. A certain degree of self-citation is natural as it reflects the progression of established research lines. The University's score confirms that its practices are not disproportionate, avoiding the creation of scientific 'echo chambers' and demonstrating that its academic influence is validated by the broader global community rather than being oversized by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.331 is minimal, though it represents a slight residual signal in an otherwise inert national environment (Z-score: -0.415). While the risk is very low for both, the institution is among the first to show any activity. Sporadic publication in such journals can occur, but even a minimal presence serves as a reminder of the importance of due diligence in selecting dissemination channels. This residual noise suggests that reinforcing information literacy among researchers can help completely eliminate the risk of channeling work through media that do not meet international ethical or quality standards.

Rate of Hyper-Authored Output

The University shows a low-risk Z-score of -0.362, demonstrating institutional resilience against the medium-risk trend observed at the national level (Z-score: 0.594). This suggests that internal control mechanisms are effectively mitigating a systemic risk present in the country. While extensive author lists are legitimate in 'Big Science' contexts, the institution's controlled rate indicates a successful distinction between necessary massive collaboration and practices like 'honorary' authorship, thereby preserving individual accountability and transparency in its research output.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of 1.867 signifies a high exposure to this risk, substantially exceeding the national average of 0.284, even though both fall within a medium-risk classification. This wide positive gap signals a potential sustainability risk, suggesting that a significant portion of the University's scientific prestige may be dependent and exogenous. It invites reflection on whether its high-impact metrics are a result of genuine internal capacity or strategic positioning in collaborations where the institution does not exercise intellectual leadership, a critical consideration for a university aspiring to a global leadership role.

Rate of Hyperprolific Authors

With a Z-score of -0.358, the institution maintains a prudent profile that is more rigorous than the national standard (Z-score: -0.275). This demonstrates effective management of authorship processes and a commitment to quality over sheer volume. While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful contribution. The University's low score mitigates risks such as coercive authorship or the assignment of credit without real participation, reinforcing the integrity of its scientific record.

Rate of Output in Institutional Journals

A monitoring alert is triggered by the institution's Z-score of 1.315, a medium-risk level that is highly unusual when compared to the very low-risk national standard (Z-score: -0.220). This disparity requires a review of its causes. While in-house journals can be valuable, excessive dependence on them raises potential conflicts of interest, as the institution acts as both judge and party. This high score warns of a risk of academic endogamy, where production might bypass independent external peer review, potentially limiting global visibility and using internal channels as 'fast tracks' for publication without standard competitive validation.

Rate of Redundant Output

The institution's Z-score of 2.671 represents a significant risk level, accentuating a vulnerability already present in the national system (Z-score: 0.027). This critical finding strongly suggests the practice of fragmenting data into minimal publishable units, or 'salami slicing,' to artificially inflate productivity metrics. This behavior distorts the available scientific evidence and overburdens the review system, prioritizing volume over the generation of significant new knowledge. It is a practice that directly undermines research integrity and requires immediate attention.