Idaho State University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.201

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.807 -0.514
Retracted Output
-0.277 -0.126
Institutional Self-Citation
-0.004 -0.566
Discontinued Journals Output
-0.521 -0.415
Hyperauthored Output
0.269 0.594
Leadership Impact Gap
1.027 0.284
Hyperprolific Authors
-0.171 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
0.933 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Idaho State University presents a robust scientific integrity profile, reflected in an overall risk score of -0.201, which indicates a performance largely aligned with or exceeding national standards. The institution demonstrates exceptional strengths in its selection of publication venues, with virtually no output in discontinued journals or excessive reliance on institutional publications, showcasing a strong commitment to external validation and quality control. Key areas for strategic attention include a significant gap between its overall research impact and the impact of work led by its own researchers, alongside a notable tendency towards redundant publications. According to SCImago Institutions Rankings data, the university's thematic strengths are prominently positioned in Energy, Earth and Planetary Sciences, and Environmental Science, which directly supports its stated mission to provide leadership in these fields. However, the identified risks, particularly the dependency on external collaborations for impact, challenge the goal of fostering internal leadership and creating new knowledge. To fully realize its mission of scholarly advancement and community impact, the university is encouraged to leverage its solid integrity foundation to cultivate greater intellectual autonomy and promote research that prioritizes substantive contribution over publication volume.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution demonstrates a prudent approach to academic collaboration, with a Z-score of -0.807, which is even lower than the national average of -0.514. This indicates that the university's processes are managed with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility and partnerships, the university's low rate suggests a well-governed system that effectively avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that collaborative credit is both authentic and meaningful.

Rate of Retracted Output

With a Z-score of -0.277, significantly lower than the national average of -0.126, the university exhibits a commendable and rigorous approach to quality control. This low rate of retractions suggests that the institution's pre-publication review and supervision mechanisms are highly effective. Retractions can sometimes signify responsible correction of honest errors, but a rate as low as this, surpassing the national benchmark, points toward a strong institutional culture of integrity where potential issues are addressed before they enter the scientific record, rather than indicating systemic failures in methodology or oversight.

Rate of Institutional Self-Citation

The university's rate of institutional self-citation (Z-score: -0.004) is within the low-risk category, consistent with the national context (Z-score: -0.566). However, the institution's score is discernibly higher than the country's average, signaling an incipient vulnerability that warrants monitoring. A certain level of self-citation is natural, but this slight elevation suggests a potential for 'echo chambers' to form. To prevent the risk of endogamous impact inflation, where academic influence is oversized by internal dynamics rather than global recognition, it would be beneficial to review citation practices and encourage broader external engagement.

Rate of Output in Discontinued Journals

The institution displays total operational silence in this area, with a Z-score of -0.521, surpassing the already low national average of -0.415. This absence of risk signals, even below the national baseline, is a clear indicator of exceptional due diligence in selecting dissemination channels. This practice demonstrates a strong commitment to publishing in reputable venues that meet international ethical and quality standards, effectively shielding the institution from the severe reputational risks associated with 'predatory' or low-quality publishing and ensuring research resources are well-spent.

Rate of Hyper-Authored Output

The institution shows a moderate rate of hyper-authored output (Z-score: 0.269), a risk that is also present at the national level (Z-score: 0.594). However, the university's score is notably lower, suggesting a differentiated management approach that successfully moderates this trend. While extensive author lists are legitimate in 'Big Science' contexts, this indicator often signals author list inflation elsewhere. The university's relative control suggests it is more effective than its peers at distinguishing between necessary massive collaboration and 'honorary' authorship, thereby promoting greater individual accountability.

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

The university exhibits a high exposure to this risk, with a Z-score of 1.027, which is substantially higher than the national average of 0.284. This wide positive gap indicates a significant dependency on external partners for its measured research impact, posing a potential sustainability risk. The data suggests that the institution's scientific prestige may be more exogenous than structural, stemming from strategic positioning in collaborations where it does not exercise primary intellectual leadership. This finding invites a critical reflection on how to build and showcase genuine internal capacity to ensure long-term scholarly excellence.

Rate of Hyperprolific Authors

With a Z-score of -0.171, the institution's risk level for hyperprolific authors is low, but it is slightly higher than the national average of -0.275, pointing to an incipient vulnerability. While high productivity can reflect leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. This minor signal warrants review to ensure a healthy balance between quantity and quality, and to preemptively address potential risks such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of the scientific record.

Rate of Output in Institutional Journals

The university demonstrates an exemplary commitment to external peer review, with a Z-score of -0.268, which is even lower than the very low national average of -0.220. This near-total absence of reliance on in-house journals signifies a robust defense against academic endogamy and potential conflicts of interest. By consistently seeking validation from the global scientific community, the institution avoids using internal channels as 'fast tracks' for publication, thereby enhancing the credibility and international visibility of its research output.

Rate of Redundant Output

The institution shows high exposure to redundant output, with a Z-score of 0.933 that is significantly more pronounced than the national average of 0.027. This elevated score is a strong alert for the practice of 'salami slicing,' where a single study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only overburdens the peer-review system but also distorts the scientific evidence base. It is crucial to address this tendency to ensure that the focus remains on producing significant new knowledge rather than maximizing publication volume.

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