| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.647 | -0.514 |
|
Retracted Output
|
-0.212 | -0.126 |
|
Institutional Self-Citation
|
-1.069 | -0.566 |
|
Discontinued Journals Output
|
-0.372 | -0.415 |
|
Hyperauthored Output
|
0.172 | 0.594 |
|
Leadership Impact Gap
|
0.343 | 0.284 |
|
Hyperprolific Authors
|
-1.213 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.406 | 0.027 |
California State University, Long Beach demonstrates a robust scientific integrity profile, with an overall risk score of -0.399 that indicates performance significantly better than the global average. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, hyperprolific authorship, and publication in institutional or discontinued journals, reflecting a culture of external validation and responsible research practices. Areas for strategic attention include a moderate rate of hyper-authored output and a noticeable gap between the impact of its total output and that of research where it holds leadership, suggesting opportunities to strengthen internal research capacity. These findings are contextualized by the university's strong positioning in key thematic areas, with SCImago Institutions Rankings data placing it among the nation's leaders in Environmental Science, Energy, and Earth and Planetary Sciences. This strong integrity profile directly supports the university's mission to provide "superior teaching, research, creative activity and service" and upholds its core values of "excellence" and "integrity." The identified moderate risks do not undermine this mission but represent clear opportunities for refinement. By addressing the dynamics of research collaboration and leadership, the university can further enhance its structural capacity for excellence and ensure its contributions are both impactful and sustainable, fully aligning its operational practices with its stated commitment to the people of California and the world.
The institution exhibits a Z-score of -0.647, a value indicating a lower risk profile than the national average of -0.514. This prudent approach suggests that the university manages its collaborative processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this institution's controlled rate indicates that its collaborative activities are well-governed and not leveraged as a strategic attempt to artificially inflate institutional credit through practices like “affiliation shopping.”
With a Z-score of -0.212, the institution demonstrates a lower incidence of retracted publications compared to the national average of -0.126. This reflects a prudent and rigorous approach to research quality. Retractions can be complex events, but a rate below the national standard suggests that the university's quality control mechanisms prior to publication are functioning effectively. This performance indicates a healthy integrity culture and a low probability of systemic failures in methodological rigor, reinforcing the reliability of its scientific output.
The institution presents a Z-score of -1.069, a figure that signals a near-total absence of risk and is significantly lower than the national average of -0.566. This low-profile consistency with the national standard points to a strong integration within the global scientific community. A certain level of self-citation is natural, but this exceptionally low rate demonstrates that the institution's work is validated by robust external scrutiny rather than through internal 'echo chambers.' This effectively mitigates any risk of endogamous impact inflation, confirming that its academic influence is earned through broad recognition.
The institution's Z-score of -0.372 is in close alignment with the national average of -0.415, demonstrating integrity synchrony with an environment of maximum scientific security. This alignment indicates that the university's researchers exercise robust due diligence in selecting dissemination channels for their work. By consistently avoiding journals that fail to meet international ethical or quality standards, the institution effectively shields itself from the severe reputational risks associated with predatory or low-quality publishing practices, ensuring its resources are invested in credible and impactful research.
The institution records a Z-score of 0.172, which, while indicating a medium risk level, is notably lower than the national average of 0.594. This demonstrates a differentiated management approach, where the university successfully moderates a risk that appears more common across the country. In fields outside of 'Big Science,' extensive author lists can signal inflation and dilute accountability. The university's more contained rate suggests a greater ability to distinguish between necessary massive collaboration and potentially problematic 'honorary' authorship, thereby better preserving transparency and individual responsibility in its publications.
With a Z-score of 0.343, the institution shows a higher exposure to this risk indicator compared to the national average of 0.284. This suggests that the university is more prone than its national peers to a dependency on external collaborations for achieving high-impact research. A wide positive gap, where overall impact is high but the impact of institution-led research is lower, signals a potential sustainability risk. This finding invites strategic reflection on whether the university's prestige metrics are derived from its own structural capacity or from its positioning in collaborations where it does not exercise primary intellectual leadership, highlighting an opportunity to bolster internal research initiatives.
The institution's Z-score of -1.213 is exceptionally low, indicating a complete absence of risk signals and far exceeding the already low-risk national average of -0.275. This low-profile consistency demonstrates a strong institutional culture that prioritizes quality over sheer quantity. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful intellectual contribution. This result confirms that the university effectively avoids potential imbalances, steering clear of risks such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.
The institution's Z-score of -0.268 is nearly identical to the national average of -0.220, reflecting a total alignment with an environment of maximum scientific security. This integrity synchrony shows a clear commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes independent external peer review, rather than using internal channels as potential 'fast tracks' that bypass standard competitive validation.
The institution displays a low-risk Z-score of -0.406, showcasing significant institutional resilience when compared to the medium-risk national average of 0.027. This indicates that the university's control mechanisms are effectively mitigating a systemic risk present in its environment. A high rate of bibliographic overlap can suggest 'salami slicing'—the practice of fragmenting a study to inflate publication counts. The university's strong performance suggests its researchers prioritize the communication of coherent, significant new knowledge over artificially boosting productivity, thereby protecting the integrity of the scientific evidence base.