| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.001 | -0.514 |
|
Retracted Output
|
0.004 | -0.126 |
|
Institutional Self-Citation
|
-0.824 | -0.566 |
|
Discontinued Journals Output
|
0.030 | -0.415 |
|
Hyperauthored Output
|
-0.036 | 0.594 |
|
Leadership Impact Gap
|
0.966 | 0.284 |
|
Hyperprolific Authors
|
-0.845 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.026 | 0.027 |
West Virginia University demonstrates a robust overall scientific integrity profile, reflected in a low aggregate risk score of -0.200. The institution exhibits significant strengths in maintaining low rates of institutional self-citation, multiple affiliations, and publication in its own journals, indicating a strong outward-looking research culture committed to external validation. However, areas requiring strategic attention include a medium risk level in retracted output, publication in discontinued journals, and a notable gap between its overall research impact and the impact of studies where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Dentistry (ranked 58th in the US), Veterinary (76th), and Economics, Econometrics and Finance (89th), underscoring its capacity for excellence. These identified risks, particularly those related to publication quality and impact dependency, could challenge the fulfillment of its mission to advance "high-impact research" and "lead transformation." An unaddressed pattern of retractions or reliance on low-quality journals would contradict the values of excellence and social responsibility inherent in a land-grant institution. By leveraging its clear strengths in research governance, the university is well-positioned to develop targeted interventions that mitigate these vulnerabilities and ensure its research practices fully align with its ambitious mission.
The institution shows an exceptionally low rate of multiple affiliations (Z-score: -1.001), positioning it well below the already low-risk national average (Z-score: -0.514). This demonstrates a clear and conservative approach to authorship attribution, where the absence of risk signals aligns with the national standard. This indicates that the institution is not engaging in practices like "affiliation shopping" to strategically inflate institutional credit, which reinforces the transparency and integrity of its collaborative framework.
The institution's rate of retracted output (Z-score: 0.004) presents a moderate risk, a notable deviation from the low-risk profile of the national average (Z-score: -0.126). This suggests the institution is currently more sensitive to the factors that lead to retractions than its national peers. A rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture, suggesting that quality control mechanisms prior to publication may be failing systemically. This finding indicates a possible lack of methodological rigor or recurring malpractice that warrants immediate qualitative verification by management to protect its scientific reputation.
The institution maintains a very low rate of institutional self-citation (Z-score: -0.824), a figure that is even more conservative than the country's low-risk benchmark (Z-score: -0.566). This result demonstrates strong integration with the global scientific community, as the absence of risk signals is consistent with the national standard. By avoiding the 'echo chambers' that can arise from excessive self-validation, the institution ensures its academic influence is built on broad external recognition rather than being inflated by endogamous internal dynamics.
A monitoring alert is triggered by the institution's medium-risk rate of publication in discontinued journals (Z-score: 0.030), a level that is highly unusual when compared to the very low-risk national standard (Z-score: -0.415). This significant disparity requires a review of its causes, as a high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score suggests that a portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' practices.
The institution demonstrates notable resilience with a low rate of hyper-authored output (Z-score: -0.036), effectively mitigating the systemic risks observed at the national level, which shows a medium-risk tendency (Z-score: 0.594). This suggests that internal control mechanisms are successfully distinguishing between necessary large-scale collaboration and questionable authorship practices. By preventing author list inflation, the institution avoids the dilution of individual accountability and reinforces transparency, setting a higher standard for authorship integrity than its surrounding environment.
The institution exhibits a medium-risk gap between its overall publication impact and the impact of research where it holds a leadership role (Z-score: 0.966). This value is considerably higher than the national average (Z-score: 0.284), indicating a high exposure to this particular risk factor. Such a wide positive gap signals a potential sustainability risk, suggesting that scientific prestige may be overly dependent on external partners rather than being structurally generated from within. This invites reflection on whether the institution's high-impact metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution demonstrates a prudent profile regarding hyperprolific authors, with a Z-score of -0.845 that is significantly lower than the national average of -0.275. This indicates that the institution manages its authorship processes with more rigor than the national standard. By maintaining a low incidence of authors with extreme publication volumes, the university effectively mitigates risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby prioritizing the integrity of the scientific record over sheer publication metrics.
The institution's rate of publication in its own journals is very low (Z-score: -0.268), showing total alignment with the national environment of maximum scientific security (Z-score: -0.220). This integrity synchrony demonstrates a strong commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and competes on a global stage.
The institution displays institutional resilience against the practice of redundant publication, with a low-risk Z-score of -0.026, which contrasts favorably with the medium-risk trend observed nationally (Z-score: 0.027). This suggests its internal control mechanisms are effective in mitigating a systemic risk. By maintaining a low rate of bibliographic overlap, the institution discourages 'salami slicing'—the practice of dividing a single study into minimal publishable units. This approach reinforces a culture that prioritizes the generation of significant new knowledge over the artificial inflation of publication volume.
