| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.066 | -0.514 |
|
Retracted Output
|
-0.165 | -0.126 |
|
Institutional Self-Citation
|
-1.334 | -0.566 |
|
Discontinued Journals Output
|
-0.221 | -0.415 |
|
Hyperauthored Output
|
-0.522 | 0.594 |
|
Leadership Impact Gap
|
1.901 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.118 | 0.027 |
California State University, Chico demonstrates a robust scientific integrity profile, characterized by a commendable overall score of -0.372 and exceptionally low risk across multiple key indicators. The institution's primary strengths lie in its transparent and ethical authorship and affiliation practices, with minimal signals for institutional self-citation, multiple affiliations, hyperprolific authors, or output in institutional journals. This operational excellence is a testament to a culture that prioritizes quality and external validation. The main area for strategic attention is the medium-risk gap between the impact of its total output and that of its leadership-driven research, suggesting a dependency on collaborative partnerships for high-impact science. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Business, Management and Accounting, Arts and Humanities, Psychology, and Mathematics. This solid academic foundation aligns with its mission to "advance and extend knowledge" and prepare "responsible people." However, the identified dependency on external leadership for impact could, in the long term, challenge the goal of fostering internal intellectual development. To fully realize its mission, the institution is encouraged to leverage its strong integrity framework to cultivate and promote its own research leadership, thereby transforming collaborative success into sustainable, self-driven excellence.
With a Z-score of -1.066, the institution exhibits a very low rate of multiple affiliations, performing better than the national average of -0.514. This result indicates a commendable level of consistency and transparency in how researcher affiliations are reported, aligning with the low-risk standard observed nationally. While multiple affiliations can be legitimate, the institution's exceptionally low rate provides strong assurance that it is not engaging in strategic "affiliation shopping" to artificially inflate its institutional credit, reflecting a straightforward and ethical approach to academic representation.
The institution's Z-score for retracted output is -0.165, which is statistically normal and aligns closely with the national average of -0.126. This parity suggests that the institution's quality control and post-publication supervision mechanisms are functioning as expected for its context and size. Retractions are complex events, and a rate that does not deviate from the national baseline indicates that there are no systemic failures in the institutional integrity culture or methodological rigor that would warrant a specific alert.
The institution demonstrates an exceptionally low rate of self-citation, with a Z-score of -1.334, far below the national average of -0.566. This absence of risk signals is a strong positive indicator that aligns with the low-risk national context. A certain level of self-citation is natural, but this institution's minimal level suggests it actively avoids scientific isolation or 'echo chambers.' This result points to an academic influence built on broad validation from the external scientific community rather than being inflated by internal dynamics.
A slight divergence from the national trend is observed, with the institution showing a low-risk Z-score of -0.221, while the national baseline is very low at -0.415. This indicates the presence of minor risk signals that are not typical for the country. Although the rate is low, this finding suggests a potential vulnerability in the due diligence process for selecting publication venues. It serves as a constructive alert to reinforce information literacy among researchers to ensure institutional resources are not inadvertently channeled into 'predatory' or low-quality journals, which could pose a future reputational risk.
The institution displays significant institutional resilience, with a low-risk Z-score of -0.522 in a national context where hyper-authorship is a medium-level risk (Z-score: 0.594). This demonstrates that the institution's internal control mechanisms are effectively mitigating a systemic risk prevalent in its environment. The data suggests a culture that successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thereby preserving individual accountability and transparency in its scientific contributions.
The institution shows a medium-risk Z-score of 1.901, indicating a significant gap between its overall publication impact and the impact of research led by its own authors. This value is considerably higher than the national average of 0.284, highlighting a high exposure to this particular risk. This pattern suggests that the institution's scientific prestige may be heavily dependent on external partners, with its excellence metrics resulting more from strategic positioning in collaborations than from its own structural capacity. This dependency on exogenous leadership for impact poses a sustainability risk and calls for a strategic reflection on how to foster and elevate its internal intellectual leadership.
With a Z-score of -1.413, the institution shows a near-total absence of hyperprolific authorship, a rate significantly lower than the already low national average of -0.275. This lack of risk signals aligns perfectly with national standards and points to a healthy academic environment. The data strongly suggests a culture that prioritizes the quality and integrity of the scientific record over the pursuit of extreme publication volumes, effectively discouraging practices such as coercive authorship or data fragmentation that can compromise meaningful intellectual contribution.
The institution's Z-score of -0.268 for publications in its own journals demonstrates total alignment with the national environment (Z-score: -0.220), which operates with maximum scientific security in this regard. This integrity synchrony indicates a strong commitment to independent, external peer review. By avoiding dependence on in-house journals, the institution effectively mitigates the risks of academic endogamy and conflicts of interest, ensuring its scientific production is validated through globally recognized and competitive channels.
By maintaining a low-risk Z-score of -0.118, the institution demonstrates notable resilience against a national trend of medium-level risk for redundant output (Z-score: 0.027). This suggests that its internal control mechanisms and academic culture effectively discourage 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications. This commitment to publishing coherent and significant findings, rather than artificially inflating productivity, strengthens the integrity of the scientific evidence it produces and shows a responsible approach to the academic publishing ecosystem.