Henan Institute of Science and Technology

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.060

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
1.416 -0.062
Retracted Output
-0.625 -0.050
Institutional Self-Citation
0.422 0.045
Discontinued Journals Output
0.796 -0.024
Hyperauthored Output
-0.904 -0.721
Leadership Impact Gap
-0.403 -0.809
Hyperprolific Authors
-1.130 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
0.207 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Henan Institute of Science and Technology presents a balanced but complex integrity profile, with an overall score of -0.060 reflecting a combination of significant strengths and areas requiring strategic attention. The institution demonstrates commendable performance in indicators related to authorial conduct and post-publication quality control, with very low risk signals for Retracted Output, Hyperprolific Authors, and Output in Institutional Journals. These strengths suggest a solid foundation of individual research ethics and a commitment to external validation. However, this is contrasted by medium-risk alerts in areas concerning publication and affiliation strategy, including the Rate of Multiple Affiliations, Institutional Self-Citation, Rate of Output in Discontinued Journals, and Rate of Redundant Output, which are notably higher than national averages. These patterns suggest systemic vulnerabilities that could compromise the institution's reputational standing. According to SCImago Institutions Rankings data, the institution's thematic strengths are concentrated in Veterinary, Energy, Medicine, and Mathematics. While the institution's mission statement was not available for this analysis, the identified risks—particularly those suggesting a focus on metric inflation over substantive impact—could undermine any mission centered on achieving genuine scientific excellence and social responsibility. To fully leverage its academic strengths, it is recommended that the institution focuses on aligning its publication and collaboration strategies with its evident capacity for high-integrity research, thereby ensuring its reputational capital matches its scientific output.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 1.416, indicating a moderate deviation from the national context, where the average Z-score is -0.062. This suggests the center shows a greater sensitivity to risk factors associated with affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the elevated rate here warrants a review. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that could artificially boost visibility without a corresponding increase in substantive collaborative contribution. A closer examination of affiliation patterns is advisable to ensure they reflect genuine scientific partnership rather than metric-oriented strategies.

Rate of Retracted Output

With a Z-score of -0.625, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.050. This result points to robust and effective quality control mechanisms. The absence of risk signals in this area is a strong indicator of a healthy integrity culture, where responsible supervision and methodological rigor are prioritized before publication. This performance suggests that when errors do occur, they are likely managed through honest correction, reinforcing the institution's commitment to a reliable scientific record.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is 0.422, which, while in the same medium-risk category as the national average of 0.045, is numerically much higher. This indicates a high exposure to this particular risk, suggesting the institution is more prone to insular citation practices than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This pattern warns of the risk of endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than recognition from the global community.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 0.796, a moderate deviation from the national standard, which has a low-risk score of -0.024. This highlights a greater institutional sensitivity to publishing in problematic venues compared to the national environment. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of scientific production may be channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

The institution maintains a prudent profile with a Z-score of -0.904, which is below the national average of -0.721. This indicates that the institution manages its authorship practices with more rigor than the national standard. This performance suggests a successful distinction between necessary massive collaboration, which is legitimate in certain fields, and the practice of author list inflation. By keeping this indicator low, the institution reinforces individual accountability and transparency, avoiding the dilution of responsibility that can occur with 'honorary' or political authorship practices.

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

With a Z-score of -0.403, the institution shows a slight divergence from the national context, where the Z-score of -0.809 is very low. This indicates the emergence of a minor risk signal that is largely absent across the rest of the country. A positive gap suggests that the institution's overall impact is partially dependent on collaborations where it does not hold intellectual leadership. While it is common for institutions to rely on external partners, this signal, though small, warns of a potential sustainability risk. It invites reflection on whether excellence metrics result from genuine internal capacity or from strategic positioning in collaborations led by others.

Rate of Hyperprolific Authors

The institution's Z-score of -1.130 signifies a state of preventive isolation from a risk that is present at the national level (Z-score of 0.425). The complete absence of this risk signal is a significant strength, indicating that the institution does not replicate the dynamics of hyper-productivity observed elsewhere in its environment. This suggests a culture that effectively balances quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation. This strong performance underscores a commitment to the integrity of the scientific record over the simple inflation of publication metrics.

Rate of Output in Institutional Journals

The institution demonstrates a very low-risk profile with a Z-score of -0.268, performing better than the national average of -0.010. This low-profile consistency reflects a strong commitment to external validation and avoidance of academic endogamy. By minimizing reliance on its own journals, the institution mitigates potential conflicts of interest where it would act as both judge and party. This practice ensures that its scientific production is subjected to independent external peer review, thereby enhancing its global visibility and credibility, and avoiding the use of internal channels as 'fast tracks' for publication.

Rate of Redundant Output

A monitoring alert is triggered for this indicator, with the institution's Z-score at 0.207 (medium risk) in stark contrast to the national Z-score of -0.515 (very low risk). This unusual risk level for the national standard requires a careful review of its causes. The data suggests a potential practice of data fragmentation or 'salami slicing,' where a coherent study is divided into minimal publishable units to artificially inflate productivity. This practice not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing publication volume over the generation of significant new knowledge. An internal audit of publication patterns is recommended to address this anomaly.

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