University of Hawaii, Manoa

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.174

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.408 -0.514
Retracted Output
-0.362 -0.126
Institutional Self-Citation
-0.180 -0.566
Discontinued Journals Output
-0.426 -0.415
Hyperauthored Output
1.714 0.594
Leadership Impact Gap
0.875 0.284
Hyperprolific Authors
-0.078 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-0.495 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Hawaii, Manoa demonstrates a robust and healthy scientific integrity profile, reflected in an overall risk score of -0.174. The institution exhibits exceptional strengths in maintaining the quality and originality of its research, showing a clear preventive isolation from national trends in redundant publishing and a firm commitment to external validation by avoiding institutional journals. This solid foundation of integrity directly supports its research excellence, which is particularly prominent in thematic areas critical to its regional identity, including world-class rankings in Veterinary, Earth and Planetary Sciences, Agricultural and Biological Sciences, and Environmental Science, according to SCImago Institutions Rankings data. These strengths align powerfully with the university's mission to "mālama our people, our places, and our ways of knowing." However, two strategic vulnerabilities require attention: a significant rate of hyper-authored output and a notable dependency on external collaborations for research impact. These factors could subtly undermine the mission's goal of cultivating self-sufficient "creative and innovative leaders" by potentially diluting individual accountability and relying on external prestige rather than fully developed internal capacity. The university is therefore encouraged to leverage its strong ethical framework to address these specific collaborative and impact dynamics, ensuring its leadership development is as robust as its scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.408, a low-risk value that is slightly higher than the national average of -0.514. This indicates a state of incipient vulnerability. While multiple affiliations are often legitimate, the university's rate, though low, shows a minor but noticeable signal of risk activity that warrants observation. It is important to monitor this trend to ensure that collaborative practices continue to reflect genuine partnerships rather than evolving into strategic "affiliation shopping" designed to artificially inflate institutional credit.

Rate of Retracted Output

With a Z-score of -0.362, the institution demonstrates a more prudent profile than the United States as a whole, which has an average score of -0.126. This superior performance suggests that the university's quality control and supervision mechanisms are managed with greater rigor than the national standard. A low rate of retractions is a positive sign of responsible research conduct, indicating that pre-publication review processes are effectively preventing the types of unintentional errors or potential malpractice that could otherwise lead to systemic vulnerabilities in its integrity culture.

Rate of Institutional Self-Citation

The university's Z-score for this indicator is -0.180, which, while in the low-risk category, is notably higher than the national average of -0.566. This suggests an incipient vulnerability. A certain level of self-citation is natural, but the university's tendency is more pronounced than its national peers. This pattern warrants review to ensure it reflects the legitimate continuity of established research lines and does not become a scientific "echo chamber" where work is validated through internal dynamics rather than broad recognition from the external scientific community, which could lead to an endogamous inflation of impact.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.426 is in perfect alignment with the national average of -0.415, demonstrating integrity synchrony with an environment of maximum scientific security. This virtually non-existent rate of publication in journals that fail to meet international standards is a testament to the university's excellent due diligence in selecting dissemination channels. It indicates a strong culture of information literacy among its researchers, effectively mitigating the severe reputational risks associated with predatory or low-quality publishing practices.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of 1.714, a significant-risk value that starkly contrasts with the medium-risk national average of 0.594. This represents a risk accentuation, where the university amplifies a vulnerability already present in the national system. While extensive author lists are normal in "Big Science," such a high score demands an urgent review to distinguish between necessary massive collaboration and concerning practices like author list inflation or "honorary" authorships. These practices dilute individual accountability and transparency, and their prevalence here requires immediate qualitative verification.

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

With a Z-score of 0.875, the university shows a high exposure to this risk factor, substantially exceeding the national average of 0.284. Although a medium-risk gap is a systemic pattern in the country, the institution's much wider gap signals a significant dependency on external partners for its high-impact research. This suggests that its scientific prestige may be more exogenous than structural, posing a sustainability risk. This finding invites a strategic reflection on whether the university's excellence metrics result from its own intellectual leadership or from strategic positioning in collaborations where it does not hold a primary role.

Rate of Hyperprolific Authors

The institution's Z-score of -0.078, while low, points to an incipient vulnerability as it is higher than the national average of -0.275. This indicates that the university shows slightly more signals of extreme individual publication volumes than its peers. While not yet a major concern, this trend warrants monitoring to ensure that institutional pressures are not creating an imbalance between quantity and quality. It is crucial to safeguard against potential risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, which prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 signifies total operational silence on this indicator, performing even better than the very low national average of -0.220. This exemplary result demonstrates an institutional commitment to seeking independent, external peer review for its research. By avoiding the potential conflicts of interest inherent in self-publication, the university prevents academic endogamy and ensures its scientific production is validated through standard competitive channels, thereby maximizing its global visibility and credibility.

Rate of Redundant Output

The institution achieves a Z-score of -0.495, a clear signal of preventive isolation from a risk dynamic that is present at the national level (country score: 0.027). In stark contrast to the national environment, the university shows a complete absence of signals related to data fragmentation or "salami slicing." This outstanding result indicates a strong institutional culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity, thereby upholding the integrity of scientific evidence and avoiding an unnecessary burden on the peer review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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