| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.997 | -0.514 |
|
Retracted Output
|
-0.174 | -0.126 |
|
Institutional Self-Citation
|
-1.139 | -0.566 |
|
Discontinued Journals Output
|
-0.303 | -0.415 |
|
Hyperauthored Output
|
-0.797 | 0.594 |
|
Leadership Impact Gap
|
0.782 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.299 | 0.027 |
California State Polytechnic University, Pomona, demonstrates a robust scientific integrity profile, with an overall risk score of -0.423 indicating performance superior to the global average. The institution's primary strengths are evident in its very low rates of multiple affiliations, institutional self-citation, hyperprolific authorship, and publication in its own journals, showcasing a culture of transparency and external validation. However, areas requiring strategic attention include a medium-risk signal for redundant output (salami slicing) and a notable gap between its overall research impact and the impact of work led by its own researchers. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Business, Management and Accounting; Agricultural and Biological Sciences; and Economics, Econometrics and Finance. While these rankings are commendable, the identified integrity risks could subtly undermine the institutional mission to "cultivate success through... discovery, and innovation." A dependency on external leadership for impact and practices that favor quantity over substance could challenge the authenticity of internal discovery. To fully align its operational practices with its strategic vision, the university is encouraged to review its research incentives and support structures, ensuring that genuine innovation and intellectual leadership are the primary drivers of its recognized success.
With an institutional Z-score of -0.997 compared to the national average of -0.514, the university exhibits an exceptionally low rate of multiple affiliations. This result indicates a healthy and transparent approach to assigning institutional credit, aligning with the low-risk national standard while demonstrating even more rigorous practices. The absence of signals associated with strategic "affiliation shopping" suggests that institutional collaborations are managed with high integrity, reinforcing a culture of clear and honest attribution.
The institution's Z-score for retracted output (-0.174) is statistically equivalent to the national average (-0.126), indicating a normal operational standard. This alignment suggests that the university's pre-publication quality control mechanisms function at a level comparable to its national peers. The current low rate does not point to systemic failures in methodological rigor or recurring malpractice, but rather reflects the expected level of corrective actions within a healthy research ecosystem.
The university demonstrates a very low rate of institutional self-citation (Z-score: -1.139), performing significantly better than the already low national average (-0.566). This is a strong indicator of scientific openness and robust integration within the global research community. The data suggests that the institution's work achieves validation through broad external scrutiny rather than relying on internal "echo chambers," a practice that enhances the perceived credibility and influence of its academic output.
The institution's Z-score for publications in discontinued journals is -0.303, a low value that nonetheless represents a slight divergence from the very low national average of -0.415. This subtle difference indicates a minor but noteworthy signal of risk activity not prevalent elsewhere in the country. While not a critical issue, it suggests a potential vulnerability in the due diligence applied to selecting publication venues. A review of researcher guidance on identifying and avoiding predatory or low-quality journals is advisable to mitigate any reputational risk and ensure resources are channeled toward impactful outlets.
With a Z-score of -0.797, the institution displays a low rate of hyper-authored publications, which contrasts sharply with the medium-risk national average of 0.594. This finding points to a notable institutional resilience against the systemic risk of author list inflation. The university’s control mechanisms appear to effectively filter out practices like "honorary" or political authorship, fostering a culture where individual accountability and transparency in collaborative work are maintained, a clear strength in the national context.
The institution exhibits a Z-score of 0.782 in this indicator, a medium-risk signal that is significantly higher than the national average of 0.284. This wide gap suggests a high exposure to sustainability risks, as the university's scientific prestige appears more dependent on collaborations where it does not exercise intellectual leadership. This finding warrants strategic reflection on how to bolster internal research capacity to ensure that its high-impact science is structural and endogenous, rather than primarily a result of its strategic positioning in externally-led projects.
The university's Z-score of -1.413 for hyperprolific authors is exceptionally low, placing it well below the national average of -0.275. This result is a strong positive signal, indicating an institutional environment that prioritizes research quality over sheer volume. The absence of extreme individual publication rates suggests that practices which can compromise the scientific record, such as coercive authorship or insufficient intellectual contribution, are not incentivized, highlighting an exemplary commitment to research integrity.
The institution’s Z-score of -0.268 for output in its own journals is in perfect synchrony with the national average of -0.220, both reflecting a state of maximum scientific security. This alignment demonstrates a strong commitment to independent, external peer review and a clear avoidance of academic endogamy. By not relying on internal channels, the university ensures its research is validated by the global scientific community, mitigating conflicts of interest and enhancing its international visibility and credibility.
With a Z-score of 0.299, the institution shows a medium-risk level for redundant output, indicating a higher exposure to this practice compared to the national average of 0.027. This elevated signal warns of a potential tendency to fragment coherent studies into "minimal publishable units" to inflate productivity metrics. Such a practice can distort the scientific evidence base and prioritizes volume over significant new knowledge. This finding suggests a need to review institutional incentives to ensure they reward substantive contributions over publication counts.
