Hofstra University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.327

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.906 -0.514
Retracted Output
-0.287 -0.126
Institutional Self-Citation
-1.270 -0.566
Discontinued Journals Output
-0.343 -0.415
Hyperauthored Output
0.173 0.594
Leadership Impact Gap
0.937 0.284
Hyperprolific Authors
-0.257 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-0.431 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Hofstra University demonstrates a robust scientific integrity profile, reflected in a global risk score of -0.327, indicating a performance well-aligned with responsible research practices. The institution exhibits particular strength in maintaining very low-risk levels for indicators such as Institutional Self-Citation, Multiple Affiliations, and Output in Institutional Journals, signaling a culture centered on external validation and transparency. However, strategic attention is warranted for two medium-risk indicators: Hyper-Authored Output and, most notably, the Gap between the impact of its total output and that of its internally-led research. This operational profile supports a strong research portfolio, with significant international positioning in key areas according to SCImago Institutions Rankings data, including Medicine, Psychology, and Biochemistry, Genetics and Molecular Biology. While the overall low-risk environment strongly supports the university's mission of "academic excellence" and the "advancement... of knowledge," the identified dependency on external collaborations for impact could challenge the long-term goal of fostering sovereign intellectual leadership. It is recommended that the institution leverage its solid integrity foundation to develop strategies that enhance its own research leadership capacity, ensuring that collaborative success translates into sustainable, self-directed academic excellence that fully embodies its core mission.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's very low rate of multiple affiliations (Z-score: -0.906) is even more conservative than the low national average (Z-score: -0.514), demonstrating a clear and consistent approach to authorship. This absence of risk signals aligns with the national standard, reinforcing institutional transparency and mitigating any perception of strategic "affiliation shopping" to artificially inflate academic credit.

Rate of Retracted Output

With a Z-score of -0.287, Hofstra University shows a lower rate of retracted publications compared to the national average (Z-score: -0.126). This prudent profile suggests that the institution's quality control and supervision mechanisms are more rigorous than the national standard. While some retractions signify responsible error correction, a lower-than-average rate indicates a strong preventative culture, effectively minimizing the risk of systemic failures in methodological rigor or research integrity prior to publication.

Rate of Institutional Self-Citation

The university exhibits a remarkably low rate of institutional self-citation (Z-score: -1.270), significantly below the already low national benchmark (Z-score: -0.566). This result demonstrates a strong commitment to external validation and integration within the global scientific community. Such an absence of risk signals, consistent with the national environment, effectively dismisses concerns about scientific isolation or "echo chambers," confirming that the institution's impact is built on broad recognition rather than endogamous validation.

Rate of Output in Discontinued Journals

The institution's Z-score for publications in discontinued journals is -0.343, which, while minimal, is slightly higher than the national average of -0.415. This represents a form of residual noise in an otherwise inert risk environment. Although the risk is very low, it suggests the institution is marginally more likely than its national peers to have output in journals that cease operation, serving as a minor flag for ensuring researchers have the most current information on publication venue quality to avoid any association with predatory or low-quality channels.

Rate of Hyper-Authored Output

Hofstra University presents a medium-risk Z-score of 0.173 for hyper-authored publications, a signal that is notably more moderate than the national average of 0.594. This indicates a differentiated management approach, where the institution successfully moderates a risk that appears more common across the country. This suggests the university is more discerning in preventing potential author list inflation, thereby better preserving individual accountability and transparency in its collaborative research.

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

The institution shows a high Z-score of 0.937 in this indicator, significantly exceeding the national average of 0.284. This high exposure suggests the university is more prone than its peers to a dependency on external partners for achieving high-impact research. This wide positive gap, where overall impact outstrips the impact of internally-led work, signals a potential sustainability risk. It prompts a strategic reflection on whether the institution's measured excellence stems from its own structural capacity or from a supporting role in collaborations, highlighting a need to bolster its intellectual leadership to ensure long-term scientific sovereignty.

Rate of Hyperprolific Authors

The university's Z-score for hyperprolific authors (-0.257) is nearly identical to the national average (-0.275), indicating a level of risk that is statistically normal for its context. This alignment suggests that the institution's patterns of high individual productivity are in line with national academic practices and do not point to any unusual concentration of extreme publication volumes that would challenge the limits of meaningful intellectual contribution.

Rate of Output in Institutional Journals

With a Z-score of -0.268, Hofstra University demonstrates a near-total absence of publications in its own journals, a rate even lower than the national average (Z-score: -0.220). This operational silence in a very low-risk area is a strong positive signal. It indicates a clear policy of seeking external, independent peer review, thereby avoiding potential conflicts of interest or academic endogamy and enhancing the global visibility and credibility of its research.

Rate of Redundant Output

The institution displays a low-risk Z-score of -0.431 for redundant output, contrasting sharply with the medium-risk national average of 0.027. This demonstrates significant institutional resilience, as internal control mechanisms appear to be effectively mitigating a systemic risk present in the wider environment. This low rate of bibliographic overlap suggests that the university successfully promotes the publication of coherent, significant studies over the practice of fragmenting work into "minimal publishable units," thereby upholding the integrity of the scientific record.

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