University of Nebraska, Kearney

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.457

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.789 -0.514
Retracted Output
-0.174 -0.126
Institutional Self-Citation
-0.930 -0.566
Discontinued Journals Output
-0.545 -0.415
Hyperauthored Output
-0.770 0.594
Leadership Impact Gap
1.012 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
-0.292 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Nebraska, Kearney, demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.457. This performance indicates a very low probability of systemic questionable research practices and provides a solid foundation for sustainable academic growth. The institution's primary strengths are evident in its exceptionally low risk levels for Institutional Self-Citation, Output in Discontinued Journals, and the Rate of Hyperprolific Authors, signaling a culture of external validation and responsible authorship. The only area requiring strategic attention is a medium-risk signal in the gap between its total research impact and the impact of work where it holds leadership, suggesting a potential dependency on external collaborations for high-visibility output. These strong integrity metrics support the institution's notable research capacity in key thematic areas identified by the SCImago Institutions Rankings, including Agricultural and Biological Sciences, Arts and Humanities, Psychology, and Social Sciences. While the institution's specific mission statement was not available for this analysis, this outstanding integrity profile aligns directly with the universal academic mission of pursuing excellence, fostering ethical conduct, and ensuring social responsibility. The identified risk concerning research leadership does not contradict this mission but highlights a strategic opportunity: to translate this secure operational environment into greater intellectual autonomy and solidify its role as a self-sufficient leader in knowledge creation.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -0.789, the institution displays a lower rate of multiple affiliations than the national average (Z-score: -0.514), both of which fall within a low-risk category. This prudent profile suggests that the institution manages its collaborative and affiliation processes with slightly more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate indicates that the institution is effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clarity and transparency in its collaborative footprint.

Rate of Retracted Output

The institution's Z-score for retracted output is -0.174, which is statistically normal and aligns closely with the national benchmark (Z-score: -0.126). This indicates that the rate of retractions is as expected for an institution of its context and size, without any signal of systemic issues. Retractions can be complex events, sometimes signifying responsible supervision through the correction of honest errors. In this case, the data suggests that the institution's pre-publication quality control mechanisms are functioning effectively and in line with national standards, without evidence of recurring malpractice or a lack of methodological rigor that would warrant further investigation.

Rate of Institutional Self-Citation

The University of Nebraska, Kearney, demonstrates an exceptionally low rate of institutional self-citation (Z-score: -0.930), positioning it well below the already low-risk national average (Z-score: -0.566). This low-profile consistency, where the absence of risk signals aligns with a healthy national standard, points to a strong culture of external validation. While a certain level of self-citation is natural, the institution's very low value confirms that its work is actively integrated and recognized by the global scientific community, successfully avoiding the 'echo chambers' or endogamous impact inflation that can arise when an institution's influence is oversized by internal dynamics rather than broader academic recognition.

Rate of Output in Discontinued Journals

The institution exhibits a total operational silence regarding output in discontinued journals, with a Z-score of -0.545 that is even lower than the national average (Z-score: -0.415). This complete absence of risk signals indicates exemplary due diligence in the selection of publication venues. It demonstrates that the institution's researchers are effectively avoiding channels that fail to meet international ethical or quality standards. This proactive stance protects the university from severe reputational risks and shows a high level of information literacy, ensuring that research efforts and resources are not wasted on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -0.770, the institution shows a low rate of hyper-authored publications, contrasting with the medium-risk trend observed at the national level (Z-score: 0.594). This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation present in the wider environment. Outside of 'Big Science' contexts where large author lists are normal, high rates can indicate a dilution of accountability. The institution's low score suggests a culture that values meaningful contributions and discourages 'honorary' or political authorship, promoting transparency and individual responsibility.

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

The institution presents a Z-score of 1.012 in this indicator, a medium-risk signal that indicates high exposure to this vulnerability when compared to the national average (Z-score: 0.284). This wide positive gap suggests that while the institution's overall impact is strong, its scientific prestige may be dependent on external partners rather than being structurally generated from within. This situation signals a potential sustainability risk, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership. Addressing this is crucial for building long-term, autonomous academic influence.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 indicates a very low rate of hyperprolific authors, a figure significantly below the low-risk national average (Z-score: -0.275). This low-profile consistency demonstrates an environment where publication practices are well-regulated and balanced. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal risks like coercive authorship or a focus on quantity over quality. The institution's excellent result in this area suggests a healthy research culture that prioritizes the integrity of the scientific record over the inflation of productivity metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low rate of publication in its own journals, demonstrating integrity synchrony with the national environment (Z-score: -0.220), which is also characterized by maximum scientific security in this regard. This alignment indicates a strong commitment to external, independent peer review. By avoiding over-reliance on in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, enhancing its global visibility and credibility.

Rate of Redundant Output

The institution maintains a low-risk profile for redundant output (Z-score: -0.292), showcasing institutional resilience against a national context that displays a medium-risk tendency (Z-score: 0.027). This suggests that the university's control mechanisms are effective in discouraging data fragmentation or 'salami slicing.' This practice, where a single study is divided into minimal publishable units to inflate productivity, distorts scientific evidence. The institution's low score indicates a commendable focus on producing significant, coherent contributions to knowledge rather than prioritizing publication volume.

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