Liaoning Petrochemical University

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.294

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.098 -0.062
Retracted Output
-0.324 -0.050
Institutional Self-Citation
0.225 0.045
Discontinued Journals Output
-0.354 -0.024
Hyperauthored Output
-1.312 -0.721
Leadership Impact Gap
0.244 -0.809
Hyperprolific Authors
-0.915 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
0.890 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Liaoning Petrochemical University demonstrates a robust overall scientific integrity profile, reflected in a favorable global score of -0.294. The institution exhibits exceptional control and governance in several key areas, particularly in preventing hyper-prolific authorship, hyper-authored output, and publication in discontinued or institutional journals, where it significantly outperforms national trends. These strengths provide a solid foundation for research excellence. However, areas requiring strategic attention have been identified, specifically a medium-risk exposure to institutional self-citation, a notable gap between its overall research impact and the impact of its self-led work, and a rate of redundant output that is unusually high for the national context. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Physics and Astronomy, Mathematics, Biochemistry, Genetics and Molecular Biology, and Energy. While the institution's specific mission was not available for this analysis, any commitment to academic excellence and social responsibility is potentially undermined by risks that inflate metrics without generating genuine, externally validated knowledge. To fully align its operational practices with its thematic strengths, the university is advised to focus on mitigating the identified vulnerabilities, thereby reinforcing a culture of authentic and sustainable scientific contribution.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.098, a value that is statistically aligned with the national average of -0.062. This indicates a level of risk that is normal and expected for its context and size. The data suggests that the university's patterns of collaboration and researcher mobility are consistent with national practices. While multiple affiliations are often a legitimate result of partnerships, the institution's current rate does not signal any strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a standard operational profile in this regard.

Rate of Retracted Output

With a Z-score of -0.324, the institution demonstrates a more prudent profile compared to the national average of -0.050. This lower rate suggests that the university's quality control and supervision mechanisms are more rigorous than the national standard. Retractions can be complex events, but a rate significantly below the average points towards effective pre-publication review processes and a strong institutional integrity culture, successfully minimizing the incidence of systemic errors or potential malpractice that could lead to retractions.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is 0.225, indicating a higher exposure to this risk compared to the national average of 0.045. This suggests that the university is more prone than its peers to developing 'echo chambers' where its work is validated internally without sufficient external scrutiny. While a certain level of self-citation is natural, this elevated rate warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution shows an excellent Z-score of -0.354, positioning it in a very low-risk category, well below the national average of -0.024. This absence of risk signals is consistent with the low-risk national standard, demonstrating strong due diligence in the selection of publication venues. This result indicates that the university's researchers are effectively avoiding channels that fail to meet international ethical or quality standards, thereby protecting the institution from reputational damage and ensuring that research efforts are directed toward credible and impactful outlets.

Rate of Hyper-Authored Output

With a Z-score of -1.312, the institution displays an exceptionally low rate of hyper-authored publications, far below the national average of -0.721. This near-absence of risk signals aligns with a nationally low-risk environment and points to a culture that values clear accountability in authorship. The data suggests that, outside of legitimate "Big Science" collaborations, the university effectively discourages practices like author list inflation or 'honorary' authorships, promoting transparency and ensuring that credit is assigned appropriately based on meaningful contributions.

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

The institution exhibits a Z-score of 0.244 in this indicator, a figure that represents a significant monitoring alert as it deviates sharply from the national average of -0.809. This unusually wide positive gap, where overall impact is notably higher than the impact of research led by the institution, signals a potential risk to sustainability. It suggests that the university's scientific prestige may be heavily dependent on external partners rather than being structurally generated by its own internal capacity. This finding invites a strategic reflection on whether its high-impact metrics result from genuine intellectual leadership or from a positioning in collaborations where it plays a secondary role.

Rate of Hyperprolific Authors

The institution's Z-score of -0.915 is exceptionally low, indicating a state of preventive isolation from the risk of hyperprolific authorship, which is present at a medium level nationally (Z-score of 0.425). This result shows that the university does not replicate the risk dynamics observed in its environment. By effectively curbing extreme individual publication volumes, the institution fosters a healthy balance between quantity and quality, mitigating risks such as coercive authorship or the assignment of credit without real participation, and thereby upholding the integrity of its scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals for publication, a rate well below the national average of -0.010. This lack of risk signals is consistent with the national standard and indicates a healthy practice of seeking external validation. This approach avoids potential conflicts of interest and academic endogamy, ensuring that its scientific production undergoes independent peer review. By prioritizing external channels, the university enhances the global visibility and credibility of its research, steering clear of using internal journals as potential 'fast tracks' to inflate publication counts.

Rate of Redundant Output

The institution's Z-score of 0.890 for redundant output is a clear monitoring alert, as it is unusually high for a national environment where this risk is very low (national Z-score of -0.515). This discrepancy requires a review of its causes, as it suggests a potential tendency toward 'salami slicing.' A high value in this indicator warns of the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the scientific record and overburdens the review system but also prioritizes publication volume over the creation of significant, consolidated new knowledge.

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