Roger Williams University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.462

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.708 -0.514
Retracted Output
-0.184 -0.126
Institutional Self-Citation
-1.173 -0.566
Discontinued Journals Output
-0.545 -0.415
Hyperauthored Output
-0.952 0.594
Leadership Impact Gap
2.132 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-1.186 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Roger Williams University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.462. The institution's primary strengths lie in its exceptional control over practices that could compromise the scientific record, such as the complete absence of signals related to redundant publications (salami slicing), hyperprolific authorship, and institutional self-citation. This performance is particularly noteworthy as it represents a preventive isolation from risk dynamics present at the national level. According to SCImago Institutions Rankings data, the university has achieved a notable position in the field of Social Sciences. The main area for strategic attention is the significant gap between the impact of its total output and that of the output where it holds intellectual leadership, a vulnerability that could challenge the long-term sustainability of its scientific prestige. While a specific mission was not provided for this analysis, a strong culture of integrity is the bedrock of any mission centered on academic excellence and social responsibility. By addressing the identified dependency on external collaborations for impact, the university can ensure its reputation is built upon a solid foundation of internal capacity, fully aligning its operational reality with its strategic aspirations.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score for this indicator is -0.708, positioning it more favorably than the national average of -0.514. This prudent profile suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate indicates that the institution is effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clarity and transparency in its collaborative footprint.

Rate of Retracted Output

With a Z-score of -0.184, the institution shows a slightly higher signal for retracted publications compared to the national average of -0.126. This score points to an incipient vulnerability that warrants proactive review before it escalates. Retractions are complex events, and while some signify responsible supervision through the correction of honest errors, a rate that edges above the national baseline suggests that quality control mechanisms prior to publication could be strengthened. This serves as a reminder to ensure that the institutional culture of integrity and methodological rigor are consistently reinforced to prevent potential systemic issues.

Rate of Institutional Self-Citation

The institution exhibits a Z-score of -1.173, a figure indicating a near-total absence of risk and standing significantly below the national average of -0.566. This demonstrates low-profile consistency, where the institution’s practices align perfectly with a low-risk environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this exceptionally low value confirms that the university is not operating within a scientific 'echo chamber' and that its work is validated by the broader academic community, effectively avoiding any risk of endogamous impact inflation.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.545 is even lower than the already minimal national average of -0.415, signifying a state of total operational silence in this risk area. This excellent result indicates that the university's researchers exercise outstanding due diligence in selecting dissemination channels. By avoiding journals that do not meet international ethical or quality standards, the institution protects its reputation and ensures its scientific production is channeled through credible and enduring media, preventing the waste of resources on predatory or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -0.952, the institution shows a very low incidence of hyper-authorship, contrasting sharply with the medium-risk national average of 0.594. This demonstrates strong institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk prevalent in the country. This low rate indicates that the university effectively distinguishes between necessary massive collaboration and problematic practices like 'honorary' or political authorship, thereby upholding individual accountability and transparency in its scientific contributions.

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

The institution presents a Z-score of 2.132 in this area, a value indicating high exposure as it is significantly more pronounced than the national average of 0.284. While it is common for institutions to leverage external partners for impact, a very wide positive gap signals a critical sustainability risk. This high value suggests that the institution's scientific prestige may be overly dependent and exogenous, rather than structural. It invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from a positioning in collaborations where the institution does not exercise intellectual leadership.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.275. This reflects a low-profile consistency, where the complete absence of risk signals aligns with and surpasses the national standard. This indicator alerts to potential imbalances between quantity and quality, but the university's score confirms a healthy research environment. It suggests a culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over the inflation of publication metrics, effectively avoiding risks such as coercive or unmerited authorship.

Rate of Output in Institutional Journals

With a Z-score of -0.268, which is nearly identical to the national average of -0.220, the institution demonstrates integrity synchrony. This reflects a total alignment with an environment of maximum scientific security regarding this indicator. In-house journals can present conflicts of interest, but this minimal score confirms that the university is not dependent on them. This practice ensures that its scientific production undergoes independent external peer review, avoiding academic endogamy and reinforcing its commitment to global visibility and competitive validation.

Rate of Redundant Output

The institution has a Z-score of -1.186, indicating a complete absence of this risk, in stark contrast to the national average of 0.027, which sits at a medium-risk level. This performance signals a state of preventive isolation, where the center does not replicate the risk dynamics observed in its environment. A high rate of redundant output, or 'salami slicing,' points to the practice of fragmenting studies to artificially inflate productivity. The university's excellent result shows a clear commitment to publishing significant new knowledge rather than distorting scientific evidence, thereby respecting and contributing meaningfully to the academic ecosystem.

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