Jishou University

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.228

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.786 -0.062
Retracted Output
-0.625 -0.050
Institutional Self-Citation
-0.072 0.045
Discontinued Journals Output
0.166 -0.024
Hyperauthored Output
-1.242 -0.721
Leadership Impact Gap
0.627 -0.809
Hyperprolific Authors
-0.315 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
-1.186 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Jishou University presents a robust scientific integrity profile, with an overall risk score of -0.228 indicating performance that is healthier than the global average. The institution demonstrates exceptional strength in core research practices, showing very low risk in areas such as retracted output, hyper-authorship, redundant publications, and output in institutional journals. These foundational strengths provide a solid basis for its notable academic achievements. According to SCImago Institutions Rankings data, the university has established a strong reputation in key thematic areas, particularly in Chemistry (ranked 98th in China), Energy (82nd in China), Engineering (219th in China), and Physics and Astronomy (220th in China). However, to fully align this performance with a mission of academic excellence and sustainable leadership, strategic attention is required for three medium-risk indicators: the rate of multiple affiliations, the gap in leadership impact, and publication in discontinued journals. These vulnerabilities, while not critical, suggest a potential dependency on external collaborations and a need for enhanced due diligence in publication strategies. By addressing these specific areas, Jishou University can ensure its impressive research output is matched by structural autonomy and unimpeachable scientific rigor, fully realizing its potential as a leading institution.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of 0.786, which represents a moderate deviation from the national average of -0.062. This indicates that the university shows a greater sensitivity to this particular risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed rate suggests a potential over-reliance on this practice. This level of activity warrants a review to ensure that collaborations are primarily driven by substantive scientific synergy rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could dilute the university's distinct research identity.

Rate of Retracted Output

With a Z-score of -0.625, the institution demonstrates an exceptionally low rate of retracted publications, consistent with the low-risk national environment (Z-score of -0.050). This absence of risk signals is a positive indicator of the university's commitment to scientific quality. Retractions can be complex events, but a rate significantly lower than the average suggests that the quality control and supervision mechanisms prior to publication are robust and effective. This performance points to a strong institutional culture of integrity and methodological rigor, where potential errors are managed before they enter the scientific record.

Rate of Institutional Self-Citation

The university's Z-score of -0.072 is in the low-risk range and demonstrates institutional resilience when compared to the country's medium-risk average of 0.045. This suggests that the university's control mechanisms are effectively mitigating a systemic risk present in its environment. A certain level of self-citation is natural, but the institution successfully avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' This prudent profile indicates that the university's academic influence is validated by the broader external community, steering clear of endogamous impact inflation and fostering genuine global engagement.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.166 marks a moderate deviation from the national standard, where the risk is low (Z-score of -0.024). This highlights a specific institutional vulnerability, as it shows a greater tendency than its peers to publish in such venues. This score constitutes an alert regarding the due diligence applied in selecting dissemination channels. It indicates that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks. This finding suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -1.242, the institution shows a near-total absence of hyper-authored publications, a profile that is consistent with and even stronger than the low-risk national average (Z-score of -0.721). This very low score indicates that authorship practices at the university are well-aligned with norms of accountability and transparency. It suggests that the institution is effectively distinguishing between necessary large-scale collaboration and problematic practices like author list inflation or 'honorary' authorships, thereby preserving the integrity of individual contributions to the scientific record.

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

The institution's Z-score of 0.627 represents a medium-risk level, creating a monitoring alert as this is highly unusual for the national standard, which sits in the very low-risk category (Z-score of -0.809). This wide positive gap signals a potential sustainability risk, as it suggests that the university's scientific prestige may be dependent and exogenous, not structural. The data indicates that while overall impact from collaborations is high, the impact of research led directly by the institution is comparatively low. This invites strategic reflection on whether excellence metrics result from genuine internal capacity or from positioning in collaborations where the institution does not exercise primary intellectual leadership.

Rate of Hyperprolific Authors

The university demonstrates institutional resilience with a low-risk Z-score of -0.315, effectively mitigating a risk that is more pronounced at the national level (Z-score of 0.425). While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The institution's low score in this area is a positive sign, indicating a healthy balance between quantity and quality. It suggests an environment that discourages practices such as coercive authorship or assigning credit without real participation, thereby prioritizing the integrity of the scientific record over raw metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution's rate of publication in its own journals is very low, a profile consistent with the low-risk national context (Z-score of -0.010). This demonstrates a strong commitment to external, independent validation. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is subjected to standard competitive peer review, which enhances its global visibility and credibility, rather than using internal channels as potential 'fast tracks' for publication.

Rate of Redundant Output

The institution's Z-score of -1.186 signifies a state of total operational silence regarding this risk, performing even better than the already very low-risk national average of -0.515. This exceptional result indicates a robust institutional policy against data fragmentation or 'salami slicing.' It reflects a culture where researchers are encouraged to produce coherent, significant studies rather than artificially inflating their publication count by dividing work into minimal publishable units. This commitment to substance over volume strengthens the scientific evidence base and upholds the highest standards of research integrity.

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