Oklahoma State University, Center for Health Sciences

EXECUTIVE SUMMARY AND STRATEGIC VISION

Oklahoma State University, Center for Health Sciences demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.009 that indicates strong alignment with, and in many cases, superior performance to national standards. The institution exhibits particular strengths in maintaining very low-risk levels for retracted output, publication in discontinued journals, redundant output, and use of institutional journals, signaling effective quality control and a commitment to high-caliber dissemination. This solid foundation is complemented by its recognized thematic strength in Medicine, as evidenced by its SCImago Institutions Rankings. However, a significant anomaly emerges in the Rate of Hyperprolific Authors, which is exceptionally high compared to the national context. This specific vulnerability could potentially conflict with the institutional mission to "educate and train...physicians, scientists and health care professionals," as a culture that may over-prioritize publication volume could risk undermining the depth and rigor essential for excellence in both research and education. To fully align its practices with its stated mission of service and quality, it is recommended that the institution conduct a focused review of its authorship and contribution policies to address this isolated but critical risk.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.816 is notably lower than the national average of -0.514, indicating a prudent and well-managed approach to academic affiliations. This suggests that the Center manages its collaborative processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate demonstrates a clear process that effectively avoids the risk of strategically inflating institutional credit or engaging in “affiliation shopping,” ensuring that credit is assigned transparently and accurately.

Rate of Retracted Output

With a Z-score of -0.418 compared to the country's -0.126, the institution maintains a very low-risk profile that is consistent with the secure national environment. This absence of significant risk signals suggests that the institution's pre-publication quality control and supervision mechanisms are functioning effectively. A rate well below the average is a positive indicator of a healthy integrity culture, demonstrating that potential methodological errors are likely caught and corrected before they can escalate to the point of retraction.

Rate of Institutional Self-Citation

The institution's Z-score of -0.046, while in the low-risk category, is higher than the national average of -0.566, signaling an incipient vulnerability that warrants review. A certain level of self-citation is natural and reflects the continuity of established research lines. However, the Center’s relative elevation compared to its peers could be an early warning of a potential 'echo chamber' where work is validated internally more than is typical. This suggests a need to monitor that the institution's academic influence remains driven by broad, external recognition rather than becoming oversized by internal dynamics.

Rate of Output in Discontinued Journals

The institution (Z-score: -0.394) demonstrates total alignment with the United States' environment of maximum scientific security (Z-score: -0.415) in this area. This integrity synchrony indicates that the institution's researchers exercise excellent due diligence in selecting dissemination channels. Such a performance effectively mitigates severe reputational risks and prevents the wasting of resources on 'predatory' or low-quality practices, confirming a strong commitment to publishing in reputable and ethically sound venues.

Rate of Hyper-Authored Output

With a Z-score of -0.979, the institution shows remarkable resilience against the national trend, where the average Z-score is 0.594. This indicates that institutional control mechanisms are effectively mitigating the country's systemic risks related to authorship. In fields outside of 'Big Science,' high rates of hyper-authorship can signal author list inflation. The Center's low score suggests a culture that values clear accountability and transparency, successfully distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship practices.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -0.047 contrasts sharply with the national average of 0.284, demonstrating significant institutional resilience. This low gap suggests that the Center's scientific prestige is built upon its own structural capacity and intellectual leadership, rather than being dependent on external partners. Unlike the national tendency, where impact is often driven by collaborations where institutions do not hold a leadership role, these results indicate that the Center’s excellence metrics are a reflection of genuine internal capabilities.

Rate of Hyperprolific Authors

A Z-score of 4.169 marks a severe discrepancy from the national average of -0.275, presenting a critical anomaly that requires a deep integrity assessment. This risk activity is highly atypical for the national context. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to urgent risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 reflects a total operational silence in this risk area, performing even more securely than the already low-risk national average of -0.220. This absence of risk signals, even below the national baseline, indicates a firm commitment to independent, external peer review. By avoiding reliance on in-house journals, the institution successfully sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and achieves global visibility.

Rate of Redundant Output

With a Z-score of -1.186, the institution demonstrates a preventive isolation from the moderate risk of redundant publications observed at the national level (Z-score: 0.027). This shows the Center does not replicate the risk dynamics common in its environment. A very low value in this indicator is a strong sign that the institution's culture discourages 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing significant new knowledge helps maintain the integrity of the scientific evidence base.