| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.925 | -0.514 |
|
Retracted Output
|
-0.014 | -0.126 |
|
Institutional Self-Citation
|
-0.973 | -0.566 |
|
Discontinued Journals Output
|
-0.089 | -0.415 |
|
Hyperauthored Output
|
-0.393 | 0.594 |
|
Leadership Impact Gap
|
1.918 | 0.284 |
|
Hyperprolific Authors
|
-0.858 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.545 | 0.027 |
East Carolina University demonstrates a robust scientific integrity profile, reflected in an overall score of -0.227 and a notable absence of risk signals across most indicators. The institution's primary strengths lie in its exceptionally low rates of Institutional Self-Citation, Multiple Affiliations, and Redundant Output, indicating a culture that prioritizes external validation and substantive research over metric inflation. According to SCImago Institutions Rankings data, this foundation of integrity supports areas of significant academic strength, particularly in Dentistry, Psychology, Physics and Astronomy, and Chemistry. This performance aligns well with the university's mission to be a "national model" and to "discover new knowledge." However, a significant alert in the gap between its overall impact and the impact of research it leads suggests a strategic dependency on external partners. This vulnerability could challenge the long-term sustainability of its goal for "regional transformation" and its capacity to exercise genuine intellectual leadership. To fully realize its mission, the university is advised to leverage its strong ethical framework to foster greater internal research capacity, ensuring its recognized excellence is both structural and self-sustaining.
The institution exhibits a Z-score of -0.925, which is significantly lower than the national average of -0.514. This result demonstrates a commendable low-profile consistency, where the complete absence of risk signals reinforces the secure national standard. While multiple affiliations can be a legitimate outcome of collaboration, the university's exceptionally low rate confirms that its institutional credit is not being artificially inflated through practices like "affiliation shopping," reflecting a clear and transparent representation of its collaborative network.
With a Z-score of -0.014, the institution's rate is slightly higher than the national average of -0.126, though both fall within a low-risk context. This minor difference suggests an incipient vulnerability, indicating that the university's pre-publication quality control mechanisms may be slightly less stringent than the national norm. Retractions are complex events, but a rate that edges above the average, even if low, warrants a proactive review to ensure that potential systemic issues in methodological rigor or integrity culture are addressed before they escalate.
The institution's Z-score of -0.973 is substantially lower than the national average of -0.566. This demonstrates an exemplary commitment to external validation, aligning with the low-risk national environment while setting an even higher standard. A certain level of self-citation is natural, but the university's extremely low rate indicates it actively avoids scientific isolation or 'echo chambers.' This suggests its academic influence is genuinely recognized by the global community rather than being inflated by internal dynamics, reflecting a healthy and outward-facing research culture.
The institution presents a Z-score of -0.089, while the national average is -0.415. This constitutes a slight divergence, as the university shows a low-risk signal in an area where such activity is almost non-existent across the country. This finding suggests a minor but notable gap in due diligence when selecting dissemination channels compared to national peers. A high proportion of output in such journals can expose an institution to severe reputational risks, and this signal, though small, points to a need for enhanced information literacy to prevent resources from being wasted on low-quality or predatory media.
With a Z-score of -0.393, the institution operates at a low-risk level, in contrast to the medium-risk national average of 0.594. This demonstrates strong institutional resilience, as internal control mechanisms appear to effectively mitigate the systemic risks of authorship inflation prevalent in the country. By maintaining a low rate of hyper-authorship, the university successfully distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorships, thereby upholding individual accountability and transparency in its research.
The institution's Z-score of 1.918 indicates a medium-risk level, a signal of high exposure as it is significantly more pronounced than the national average of 0.284. This wide positive gap suggests that the university's scientific prestige is heavily dependent on external partners and may not be fully structural. This reliance poses a sustainability risk, raising questions about whether its excellence metrics stem from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership. This situation calls for a strategic reflection on fostering endogenous research capabilities.
The institution maintains a Z-score of -0.858, markedly lower than the national average of -0.275. This prudent profile indicates that the university manages its authorship processes with more rigor than the national standard. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful contribution. The university's low score in this area signals a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation.
With a Z-score of -0.268, the institution is in close alignment with the national average of -0.220, both at a very low-risk level. This integrity synchrony demonstrates a shared commitment to avoiding potential conflicts of interest and academic endogamy. By not relying on its own journals for dissemination, the university ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its researchers compete on a level playing field without access to internal 'fast tracks' for publication.
The institution's Z-score of -0.545 signifies a complete absence of risk, positioning it in preventive isolation from the medium-risk dynamics observed at the national level (0.027). This outstanding result indicates a strong institutional culture that actively discourages data fragmentation or 'salami slicing.' By avoiding the practice of dividing studies into minimal publishable units, the university demonstrates a commitment to producing significant, coherent knowledge, thereby protecting the integrity of the scientific record and prioritizing substance over artificially inflated productivity metrics.