| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.007 | -0.514 |
|
Retracted Output
|
-0.212 | -0.126 |
|
Institutional Self-Citation
|
-1.126 | -0.566 |
|
Discontinued Journals Output
|
-0.224 | -0.415 |
|
Hyperauthored Output
|
1.416 | 0.594 |
|
Leadership Impact Gap
|
-0.068 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.135 | 0.027 |
California State University, Dominguez Hills demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.373. The institution exhibits exceptional strength in maintaining very low-risk levels for institutional self-citation, multiple affiliations, hyperprolific authorship, and publication in its own journals, often outperforming national benchmarks and indicating a culture of ethical research conduct. This solid foundation supports its strong academic positioning in key thematic areas such as Economics, Econometrics and Finance, Psychology, and Social Sciences, as identified by SCImago Institutions Rankings data. This general alignment with best practices reinforces the university's mission to provide "transformative" scholarship. However, a significant risk signal in hyper-authored output presents a notable vulnerability, potentially diluting individual accountability and contradicting the mission's emphasis on genuine academic achievement. To fully align its practices with its stated values, the institution is encouraged to leverage its considerable strengths in research integrity to investigate and address this specific area of concern, thereby ensuring its scholarly contributions remain both impactful and unimpeachable.
The institution presents a Z-score of -1.007, a value indicating an exceptionally low incidence compared to the national average of -0.514. This result demonstrates a commendable alignment with national standards for research integrity, showing no evidence of risk. While multiple affiliations can be a legitimate outcome of collaboration, the university's very low rate confirms that its researchers are not engaging in practices like “affiliation shopping” to strategically inflate institutional credit, reflecting a transparent and straightforward approach to scholarly attribution.
With a Z-score of -0.212, the institution maintains a low rate of retractions, performing with slightly more rigor than the national standard (-0.126). This prudent profile suggests that the university's pre-publication quality control mechanisms are effective. Retractions can sometimes signify responsible supervision in correcting honest errors; however, the institution's favorable score indicates that systemic failures or recurring malpractice are not a concern, reflecting a strong institutional integrity culture.
The institution's Z-score of -1.126 is significantly lower than the national average of -0.566, indicating a near-total absence of this risk signal. This demonstrates a healthy integration within the global scientific community, as the university’s work is validated by external scrutiny rather than internal 'echo chambers'. A certain level of self-citation is natural, but this exceptionally low rate confirms that the institution's academic influence is driven by broad recognition, not by endogamous impact inflation, which reinforces the credibility of its research lines.
The institution shows a Z-score of -0.224 in this area, which, while low, represents a slight divergence from the near-zero national baseline of -0.415. This indicates the emergence of a minor risk signal that is not present in the rest of the country. A sporadic presence in such journals can occur, but this value serves as a gentle reminder of the need for continuous due diligence in selecting dissemination channels. It suggests that enhancing information literacy for researchers could prevent the accidental channeling of scientific production through media that may not meet international ethical or quality standards, thus protecting the institution from reputational risk.
A Z-score of 1.416 places the institution at a significant risk level, starkly accentuating the moderate vulnerability observed at the national level (0.594). This is a critical alert. In fields outside of 'Big Science,' such extensive author lists can be a strong indicator of author list inflation, a practice that dilutes individual accountability and transparency. This severe discrepancy warrants an urgent and deep integrity assessment to distinguish between necessary large-scale collaboration and potential 'honorary' or political authorship, which could compromise the perceived value of the institution's research.
The institution demonstrates notable resilience with a Z-score of -0.068, effectively mitigating a systemic risk that is more prevalent nationally (0.284). This result indicates a healthy and sustainable research ecosystem. While it is common for institutions to rely on external partners for impact, the university's minimal gap suggests that its scientific prestige is not dependent on exogenous factors. This reflects a strong internal capacity for intellectual leadership, where excellence metrics are a direct result of the institution's own scholarly contributions.
With a Z-score of -1.413, the institution shows a near-complete absence of hyperprolific authors, a rate significantly lower than the national average of -0.275. This low-profile consistency with best practices is a strong positive signal. While high productivity can sometimes be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's excellent score indicates a healthy balance between quantity and quality, 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 exceptionally low, falling even below the country's already minimal average of -0.220. This represents a state of total operational silence for this risk indicator. This demonstrates an exemplary commitment to independent, external peer review and global scientific dialogue. By avoiding reliance on in-house journals, the university eliminates any potential conflicts of interest and ensures its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
Displaying a Z-score of -0.135, the institution shows strong institutional resilience against a risk that is more common in the national context (0.027). This low rate of bibliographic overlap between publications is a positive indicator of research quality. It suggests that the university's researchers are focused on producing coherent, significant studies rather than engaging in 'salami slicing'—the practice of fragmenting work into minimal units to artificially inflate productivity. This commitment to substance over volume strengthens the scientific record and respects the academic review system.