Missouri State University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.510

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.983 -0.514
Retracted Output
-0.221 -0.126
Institutional Self-Citation
-0.641 -0.566
Discontinued Journals Output
-0.354 -0.415
Hyperauthored Output
-1.090 0.594
Leadership Impact Gap
0.145 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-0.548 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Missouri State University demonstrates a robust scientific integrity profile, with an overall risk score of -0.510 that indicates a performance significantly healthier than the global average. The institution's primary strength lies in its exceptional control over authorship and publication practices, showing very low risk in areas such as Hyperprolific Authors, Redundant Output, and Multiple Affiliations. These results reflect a strong internal culture of research ethics. The main area for strategic attention is the moderate risk associated with the gap between the impact of its total output and that of its internally-led research, suggesting an opportunity to strengthen its independent scientific leadership. According to SCImago Institutions Rankings data, the university's most prominent thematic areas within the United States include Computer Science, Chemistry, and Arts and Humanities. This strong integrity profile directly supports its mission to educate "global citizen scholars committed to public affairs," as ethical conduct and responsible research are cornerstones of this commitment. The identified risk, while moderate, highlights the need to ensure that the institution's scholarly influence stems from its own structural capacity, thereby fully realizing its mission of academic excellence and leadership. A continued focus on fostering internal research initiatives will solidify its reputation and ensure the long-term sustainability of its scientific impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.983, a very low value that contrasts favorably with the national average of -0.514. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with the already healthy national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the university's exceptionally low rate suggests its collaborative practices are transparent and free from strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and straightforward representation of its research network.

Rate of Retracted Output

With a Z-score of -0.221, the institution's performance is slightly better than the national average of -0.126. This prudent profile suggests that the university manages its research processes with more rigor than the national standard. Retractions can be complex, sometimes resulting from honest corrections. However, a rate lower than its peers indicates that the institution's quality control mechanisms prior to publication are likely more effective, minimizing the systemic failures or recurring malpractice that can lead to a higher volume of retracted works and safeguarding its scientific reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.641 is notably lower than the national average of -0.566, indicating a prudent and healthy citation profile. This demonstrates that the university manages its citation practices with more rigor than the national standard, avoiding the risks of scientific isolation. A certain level of self-citation is natural, but the institution's low rate confirms that its work is validated by sufficient external scrutiny rather than relying on internal 'echo chambers.' This pattern reinforces the idea that the university's academic influence is earned through broad recognition from the global community, not inflated by endogamous dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.354 is very low, though slightly higher than the national average of -0.415. This minimal signal can be interpreted as residual noise in an otherwise inert and healthy environment. While the overall risk is negligible, it suggests that a very small fraction of the university's output may be appearing in channels that do not meet international quality standards. This is not a significant alert, but it highlights the ongoing importance of promoting information literacy among researchers to ensure due diligence in selecting reputable dissemination venues and avoid any potential reputational risk, no matter how small.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of -1.090, a low-risk value that stands in stark contrast to the medium-risk national average of 0.594. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation prevalent in the country. While extensive author lists are legitimate in 'Big Science,' the university's low score outside these contexts indicates a strong culture of accountability and transparency, effectively preventing 'honorary' or political authorship practices and ensuring that credit is assigned appropriately.

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

With a Z-score of 0.145, the institution shows a moderate risk, although it performs better than the national average of 0.284. This reflects a differentiated management approach, where the university moderates a risk that appears to be more common across the country. A positive gap signals a potential sustainability risk, suggesting that a portion of the institution's scientific prestige may be dependent on external partners rather than its own structural capacity. The university's relative control over this indicator is positive, but it remains a crucial area for strategic reflection to bolster internal intellectual leadership and ensure its excellence metrics are driven by its own research capabilities.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.275. This demonstrates a low-profile consistency where the absence of risk signals is even more pronounced than the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or a focus on quantity over quality. The university's near-total absence of this phenomenon is a powerful indicator of a healthy research environment that prioritizes the integrity of the scientific record and substantive contributions over inflated productivity metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is even lower than the already very low national average of -0.220, indicating a state of total operational silence on this indicator. This complete absence of risk signals demonstrates a strong commitment to external validation and global visibility. By avoiding dependence on in-house journals, the university effectively eliminates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production consistently undergoes independent, external peer review, reinforcing the credibility and competitiveness of its research on an international stage.

Rate of Redundant Output

The institution shows a Z-score of -0.548, a very low-risk value that signifies preventive isolation from a national trend, where the average score is 0.027 (medium risk). This stark difference indicates that the university does not replicate the risk dynamics observed in its environment. A high rate of redundant output, or 'salami slicing,' points to the practice of fragmenting studies to artificially inflate publication counts, which distorts scientific evidence. The institution's excellent performance here shows a clear commitment to publishing coherent, significant new knowledge, thereby upholding the integrity of its research and contributing meaningfully to the scientific record.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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