| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.047 | -0.514 |
|
Retracted Output
|
-0.165 | -0.126 |
|
Institutional Self-Citation
|
-1.606 | -0.566 |
|
Discontinued Journals Output
|
0.147 | -0.415 |
|
Hyperauthored Output
|
-0.757 | 0.594 |
|
Leadership Impact Gap
|
-0.546 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-1.186 | 0.027 |
The University of Central Oklahoma (UCO) demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.498. This score indicates a research environment with governance and practices that are significantly healthier than the global average. The institution's primary strengths lie in its profound resistance to academic endogamy and questionable productivity practices, with exceptionally low risk signals in institutional self-citation, redundant output, and hyperprolific authorship. These strengths are complemented by an effective mitigation of national risk trends related to hyper-authorship and impact dependency. The main vulnerability identified is a medium-risk level for publishing in discontinued journals, an anomaly within the low-risk national context that warrants strategic attention. According to SCImago Institutions Rankings data, UCO has established a notable position in Business, Management and Accounting. This strong integrity foundation is crucial for fulfilling its mission to cultivate "ethical and engaged citizens and leaders." However, the identified risk in publication channel selection could undermine this ethical commitment and the goal of genuine "intellectual advancement." A targeted initiative to enhance researcher literacy on publication quality would fortify this otherwise exemplary integrity framework, ensuring that UCO's contributions to the global community are both impactful and unimpeachable.
The University of Central Oklahoma presents a Z-score of -1.047, while the national average for the United States is -0.514. This result indicates a very low-risk profile that is even more conservative than the already low national standard. The institution's complete absence of risk signals in this area demonstrates a strong alignment with conventional academic practices. This suggests that affiliations are managed with clarity and transparency, avoiding any patterns that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping," thereby reinforcing the integrity of its collaborative footprint.
The University of Central Oklahoma presents a Z-score of -0.165, while the national average for the United States is -0.126. The institution's risk level is low and aligns closely with the statistical norm for its national context. However, the score is slightly higher than the country's average, signaling an incipient vulnerability. While retractions can sometimes reflect responsible error correction, this minor deviation suggests that a proactive review of pre-publication quality control mechanisms could be beneficial to prevent any potential systemic issues from escalating and to ensure that methodological rigor is consistently upheld.
The University of Central Oklahoma presents a Z-score of -1.606, while the national average for the United States is -0.566. The institution's exceptionally low score, far below the national average, points to a healthy and outward-looking research culture. This demonstrates a strong integration with the global scientific community, effectively avoiding the "echo chambers" that can arise from excessive self-validation. Such a low rate of institutional self-citation confirms that the university's academic influence is built on broad external recognition rather than being inflated by internal dynamics, reflecting a genuine and externally validated impact.
The University of Central Oklahoma presents a Z-score of 0.147, while the national average for the United States is -0.415. This disparity highlights a significant monitoring alert for the institution. Operating within a national environment where this risk is virtually non-existent, the university's medium-risk score represents an unusual deviation that requires a review of its causes. A high proportion of output in such journals is a critical indicator of inadequate due diligence in selecting dissemination channels. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid channeling valuable work into 'predatory' or low-quality venues.
The University of Central Oklahoma presents a Z-score of -0.757, while the national average for the United States is 0.594. This contrast demonstrates notable institutional resilience. While the national system shows a medium-level tendency towards hyper-authorship, UCO maintains a low-risk profile, suggesting that its internal control mechanisms effectively mitigate this systemic trend. This indicates a research culture that successfully distinguishes between necessary large-scale collaboration and practices like 'honorary' authorship, thereby preserving individual accountability and transparency in its scholarly contributions.
The University of Central Oklahoma presents a Z-score of -0.546, while the national average for the United States is 0.284. The institution's low-risk score signifies a healthy and sustainable impact model, standing in contrast to the medium-risk national trend. A wide positive gap can signal that an institution's prestige is overly dependent on external partners rather than its own capabilities. UCO's negative gap suggests the opposite: its scientific prestige is structurally sound and driven by research where it exercises direct intellectual leadership. This reflects a strong internal capacity for generating high-impact science, ensuring its reputation is both authentic and self-sufficient.
The University of Central Oklahoma presents a Z-score of -1.413, while the national average for the United States is -0.275. The institution's very low score, significantly below the already low national average, points to a research environment that prioritizes substance over sheer volume. Extreme individual publication rates can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. UCO's near-total absence of this risk factor indicates a culture that discourages practices like coercive or unmerited authorship, thereby upholding the integrity of its scientific record.
The University of Central Oklahoma presents a Z-score of -0.268, while the national average for the United States is -0.220. This result signifies a state of total operational silence in an area where risk is already minimal nationwide. The institution's score, even lower than the country's very low average, demonstrates an exemplary commitment to independent external peer review. By avoiding reliance on in-house journals, UCO effectively eliminates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
The University of Central Oklahoma presents a Z-score of -1.186, while the national average for the United States is 0.027. This comparison reveals a case of preventive isolation, where the institution successfully avoids a risk dynamic present in its national environment. While the U.S. system shows a medium risk of data fragmentation, UCO's very low score indicates that it does not replicate this trend. This signals a strong institutional focus on publishing coherent, significant studies rather than engaging in 'salami slicing' to artificially inflate productivity metrics. This commitment protects the integrity of the scientific evidence base and respects the resources of the peer review system.
