| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.008 | -0.514 |
|
Retracted Output
|
-0.249 | -0.126 |
|
Institutional Self-Citation
|
-0.690 | -0.566 |
|
Discontinued Journals Output
|
-0.495 | -0.415 |
|
Hyperauthored Output
|
0.642 | 0.594 |
|
Leadership Impact Gap
|
1.138 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.197 | 0.027 |
The University of Hawaii, Hilo demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.296. This performance indicates a strong alignment with best practices, particularly in areas such as the prevention of hyperprolific authorship, publication in discontinued journals, and the use of institutional journals, where risks are virtually non-existent. The institution's main strengths, according to SCImago Institutions Rankings data, lie in key thematic areas including Earth and Planetary Sciences, Agricultural and Biological Sciences, and Environmental Science. However, to fully realize its mission of inspiring "discovery and creativity" and improving "the quality of life," strategic attention is required for three medium-risk indicators: the rate of multiple affiliations, hyper-authorship, and a notable gap in impact when not in a leadership role. This last point, in particular, suggests a dependency on external collaboration that could challenge the long-term development of endogenous research capacity. By addressing these specific vulnerabilities, the University can ensure its operational practices fully support its mission of academic excellence and global responsibility, solidifying its position as a leader in its areas of expertise.
The institution presents a Z-score of 0.008, which contrasts with the national average of -0.514. This moderate deviation indicates that the University shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate at the institution suggests a need to review affiliation policies. A disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping,” and understanding the local drivers behind this pattern is key to ensuring that all affiliations reflect substantive collaboration.
With a Z-score of -0.249, the institution displays a more prudent profile than the national average of -0.126. This superior performance suggests that the University's quality control mechanisms are managed with greater rigor than the national standard. Retractions are complex events, but a rate significantly lower than the norm is a positive indicator of a healthy integrity culture. It suggests that institutional processes for methodological and ethical review prior to publication are functioning effectively, preventing the systemic failures that can lead to a higher incidence of retractions.
The institution's Z-score of -0.690 is notably lower than the country's average of -0.566, indicating a prudent and externally-focused research profile. This demonstrates that the University manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but this low value confirms the institution is not operating in a scientific 'echo chamber.' Instead, it suggests that the University's academic influence is robustly validated by the global research community, avoiding the risk of endogamous impact inflation and reflecting genuine external recognition.
The institution's Z-score of -0.495, compared to the national average of -0.415, signifies a state of total operational silence regarding this risk. The complete absence of signals, even below the strong national average, highlights an exemplary due diligence process in selecting publication venues. This practice effectively shields the institution from the severe reputational risks associated with channeling scientific production through media that fail to meet international ethical or quality standards, preventing the waste of resources on 'predatory' or low-integrity outlets.
The institution's Z-score of 0.642 is closely aligned with the national average of 0.594, indicating a systemic pattern. This suggests the University's authorship practices reflect shared norms or dynamics prevalent at a national level. In disciplines outside of 'Big Science,' where extensive author lists are not structurally required, this pattern can signal author list inflation, which dilutes individual accountability. This alignment with a national trend serves as an important signal to ensure institutional policies clearly distinguish between necessary massive collaboration and 'honorary' authorship practices.
With a Z-score of 1.138, the institution shows a high exposure to this risk, significantly exceeding the national average of 0.284. This wide gap signals a potential sustainability risk, suggesting that the institution's scientific prestige is more dependent and exogenous than that of its peers. A high value here invites a strategic reflection on whether the institution's excellence metrics result from its own structural capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership. Closing this gap is crucial for building a resilient and internally-driven research ecosystem.
The institution's Z-score of -1.413 demonstrates low-profile consistency, as the complete absence of risk signals aligns with and surpasses the low-risk national standard of -0.275. This exceptional result indicates a healthy institutional culture that prioritizes the integrity of the scientific record over sheer volume. It suggests the University effectively avoids potential imbalances between quantity and quality, steering clear of dynamics such as coercive authorship or the assignment of credit without meaningful intellectual contribution.
The institution's Z-score of -0.268 shows an integrity synchrony with the national average of -0.220. This total alignment with an environment of maximum scientific security indicates a strong commitment to external, independent peer review. By avoiding reliance on in-house journals, the University mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
The institution's Z-score of -0.197 reveals a notable institutional resilience when compared to the national average of 0.027. This difference suggests that the University's internal control mechanisms are effectively mitigating a risk that is more prevalent across the country. While the national system shows some vulnerability to data fragmentation, the institution's low score indicates a research culture that discourages 'salami slicing'—the practice of dividing studies into minimal publishable units. This commitment to publishing significant, coherent findings protects the integrity of the scientific evidence base.