| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.281 | -0.514 |
|
Retracted Output
|
-0.334 | -0.126 |
|
Institutional Self-Citation
|
0.054 | -0.566 |
|
Discontinued Journals Output
|
-0.472 | -0.415 |
|
Hyperauthored Output
|
0.367 | 0.594 |
|
Leadership Impact Gap
|
-0.657 | 0.284 |
|
Hyperprolific Authors
|
-0.355 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.014 | 0.027 |
The University of Delaware presents a robust scientific integrity profile, with an overall risk score of -0.297 indicating performance that is generally stronger than the national standard. The institution demonstrates exceptional strengths in due diligence, with very low rates of publication in discontinued or institutional journals, and shows significant resilience by effectively mitigating national risk trends related to impact dependency and redundant publications. These strengths are foundational to its research excellence, reflected in its high national rankings in key areas such as Energy, Veterinary, Psychology, and Earth and Planetary Sciences, according to SCImago Institutions Rankings data. However, a medium-risk level in Institutional Self-Citation presents a notable deviation from national norms and warrants strategic attention. This practice, if unmonitored, could create an 'echo chamber' that conflicts with the University's mission to foster the "free exchange of ideas" and disseminate knowledge for "the benefit of the larger society." To fully align its operational practices with its stated values of "integrity" and "critical thinking," the University is encouraged to review its internal citation patterns to ensure its recognized impact is a product of broad external validation and global engagement.
With a Z-score of -0.281, the University of Delaware's rate of multiple affiliations is slightly higher than the national average of -0.514, signaling an area of incipient vulnerability. Although both scores fall within a low-risk range, this slight divergence suggests the institution exhibits more of this activity than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this signal warrants a review to ensure these practices are driven by substantive collaboration rather than strategic attempts to inflate institutional credit.
The institution demonstrates a prudent profile regarding retracted publications, with a Z-score of -0.334 that is notably lower than the national average of -0.126. This indicates that the University manages its quality control processes with more rigor than the national standard. A lower rate of retractions suggests that mechanisms for ensuring methodological soundness and ethical oversight prior to publication are functioning effectively, reinforcing a culture of responsible supervision and scientific integrity.
A moderate deviation from the national standard is observed in institutional self-citation, where the University's Z-score is 0.054 (medium risk), in stark contrast to the country's low-risk average of -0.566. This greater sensitivity to risk suggests a tendency toward internal validation that is not common among its peers. A certain level of self-citation is natural, reflecting the continuity of established research lines; however, this disproportionately high rate signals a potential 'echo chamber.' This warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global scientific community.
The University exhibits total operational silence in this area, with a Z-score of -0.472 that is even lower than the country's already minimal average of -0.415. This absence of risk signals, surpassing the national benchmark, points to exemplary due diligence in the selection of dissemination channels. It confirms that the institution's researchers are effectively avoiding predatory or low-quality publications, thereby protecting its reputation and ensuring that scientific output is channeled through credible and enduring media.
The institution's Z-score for hyper-authored output is 0.367, indicating a medium-risk level that is, however, better controlled than the national average of 0.594. This reflects a differentiated management approach, where the University successfully moderates a risk that appears more common across the country. This signal encourages a continued distinction between necessary massive collaboration and the potential for 'honorary' authorship practices, ensuring that author lists accurately reflect meaningful contributions and individual accountability.
A clear sign of institutional resilience is evident in this indicator, where the University's low-risk Z-score of -0.657 contrasts sharply with the medium-risk national average of 0.284. This demonstrates that the institution's control mechanisms effectively mitigate a systemic risk present in the country. The small gap suggests that the University's scientific prestige is structural and internally driven, not overly dependent on external partners. This reflects a strong capacity for intellectual leadership, where excellence metrics are the result of genuine internal capabilities.
The University maintains a prudent profile in author productivity, with a Z-score of -0.355 that is lower than the national average of -0.275. This suggests the institution manages its research environment with more rigor than the national standard, fostering a healthy balance between productivity and quality. By keeping extreme individual publication volumes in check, the institution mitigates risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over sheer metrics.
A state of integrity synchrony is observed in this indicator, with the University's Z-score of -0.268 showing total alignment with the country's very low-risk environment (Z-score: -0.220). This shared absence of risk signals a strong, system-wide commitment to independent external peer review. By avoiding reliance on in-house journals, the institution circumvents potential conflicts of interest and academic endogamy, ensuring its research is validated through standard competitive channels and enhancing its global visibility.
The University demonstrates strong institutional resilience against the practice of redundant publication. Its low-risk Z-score of -0.014 is a significant improvement over the country's medium-risk average of 0.027, indicating that its internal controls are effectively mitigating a nationally observed vulnerability. This low rate of bibliographic overlap suggests that the institution successfully discourages the artificial inflation of productivity through 'salami slicing,' promoting the publication of coherent, significant studies over fragmented minimal units.
