University of Kansas

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.149

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.888 -0.514
Retracted Output
-0.052 -0.126
Institutional Self-Citation
-0.470 -0.566
Discontinued Journals Output
-0.366 -0.415
Hyperauthored Output
1.241 0.594
Leadership Impact Gap
1.100 0.284
Hyperprolific Authors
-0.366 -0.275
Institutional Journal Output
-0.263 -0.220
Redundant Output
-0.031 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Kansas demonstrates a robust and generally healthy scientific integrity profile, with an overall risk score of -0.149 that indicates solid alignment with expected international standards. The institution's primary strengths lie in its exceptionally low rates of output in discontinued journals and institutional journals, alongside a prudent management of hyperprolific authorship and a notable resilience against the national trend of redundant publications. These positive indicators are complemented by strong academic performance in key areas, with SCImago Institutions Rankings placing the university among the global elite in Psychology, Medicine, Pharmacology, Toxicology and Pharmaceutics, and Social Sciences. However, to fully realize its mission of "making discoveries that change the world," the university should address two areas of moderate risk: a high rate of hyper-authored output and a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities could subtly undermine the goal of "educating leaders" by creating a dependency on external partners and potentially diluting individual accountability. By leveraging its clear governance strengths to mitigate these specific risks, the University of Kansas can ensure its operational integrity perfectly mirrors its academic excellence and commitment to societal advancement.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The University of Kansas presents a Z-score of -0.888, a value indicating lower risk than the national average for the United States, which stands at -0.514. This result demonstrates a commendable low-profile consistency, where the institution's complete absence of risk signals surpasses the already low-risk national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this exceptionally low rate confirms that the university's collaborative patterns are transparent and free from any indicators of strategic "affiliation shopping" designed to artificially inflate institutional credit.

Rate of Retracted Output

In the area of retracted publications, the institution's Z-score is -0.052, while the national average is -0.126. This slight divergence from the national benchmark, though still within a low-risk category, signals an incipient vulnerability that warrants review. Retractions can be complex events, sometimes reflecting responsible error correction. However, a rate that edges above the national mean, even minimally, suggests that pre-publication quality control mechanisms may be facing strain. This serves as a proactive alert to examine internal review processes to prevent any potential systemic weaknesses from escalating.

Rate of Institutional Self-Citation

The university's rate of institutional self-citation corresponds to a Z-score of -0.470, which is slightly higher than the national average of -0.566. Although both scores fall within the low-risk range, this subtle difference points to an incipient vulnerability. A certain level of self-citation is natural, reflecting deep expertise in specific research lines. However, a rate that surpasses the national context could be an early indicator of a developing 'echo chamber,' where work is validated internally without sufficient external scrutiny. This metric suggests a need to encourage broader engagement with the global scientific community to ensure the institution's impact is not overly influenced by internal dynamics.

Rate of Output in Discontinued Journals

The University of Kansas shows a Z-score of -0.366, a figure that is in close alignment with the United States' national average of -0.415. This integrity synchrony at a very low-risk level is a significant strength. It demonstrates that the institution operates with maximum scientific security in its choice of publication venues. This alignment indicates that researchers possess strong due diligence and information literacy, effectively avoiding predatory or low-quality journals that do not meet international ethical standards and thereby protecting the university's resources and reputation.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of 1.241 for hyper-authored output, a figure significantly above the national average of 0.594. This indicates a high exposure to this particular risk, as the university is more prone to showing these alert signals than its national peers. While extensive author lists are legitimate in 'Big Science' collaborations, this elevated score outside those contexts can be a red flag for author list inflation, which dilutes individual accountability. The data suggests a need to review authorship policies to distinguish between necessary massive collaboration and practices of 'honorary' or political authorship that could compromise transparency.

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

The university's Z-score for this indicator is 1.100, markedly higher than the national average of 0.284. This high exposure suggests that the institution is more sensitive to this risk factor than its environment. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. This value suggests that a significant portion of the university's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise intellectual leadership. It invites a strategic reflection on whether excellence metrics are the result of genuine internal capacity or advantageous positioning in external partnerships.

Rate of Hyperprolific Authors

With a Z-score of -0.366, the University of Kansas demonstrates a more prudent profile than the United States as a whole, which has an average score of -0.275. This superior performance indicates that the institution manages its authorship processes with greater rigor than the national standard. By maintaining a lower rate of hyperprolific authors, the university effectively mitigates risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby reinforcing a culture that prioritizes the quality and integrity of the scientific record over sheer publication volume.

Rate of Output in Institutional Journals

The institution's Z-score for output in its own journals is -0.263, showing strong alignment with the national average of -0.220. This integrity synchrony, with both scores in the very low-risk category, reflects a shared commitment to avoiding potential conflicts of interest. By not relying on in-house journals, the university ensures its scientific production undergoes independent external peer review, which is crucial for global visibility and competitive validation. This practice prevents academic endogamy and reinforces the credibility of its research findings.

Rate of Redundant Output

The University of Kansas has a Z-score of -0.031 for redundant output, positioning it in a low-risk category, in stark contrast to the national average of 0.027, which falls into the medium-risk zone. This demonstrates strong institutional resilience, as internal control mechanisms appear to be successfully mitigating a systemic risk present in the country. While citing previous work is normal, the university's low score indicates it is effectively preventing 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications. This commitment to publishing coherent, significant work strengthens the scientific record and avoids overburdening the peer-review system.

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