Bengbu University

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.142

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
1.013 -0.062
Retracted Output
-0.315 -0.050
Institutional Self-Citation
-1.304 0.045
Discontinued Journals Output
0.889 -0.024
Hyperauthored Output
-1.211 -0.721
Leadership Impact Gap
0.525 -0.809
Hyperprolific Authors
-1.413 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

Bengbu University presents a balanced scientific integrity profile, with an overall score of -0.142 indicating a general alignment with expected standards, yet with clear areas of both exceptional strength and notable vulnerability. The institution demonstrates outstanding control over authorship and citation practices, with very low risk signals in Institutional Self-Citation, Hyperprolific Authors, and Redundant Output, suggesting a robust culture of research ethics. These strengths provide a solid foundation for the institution's recognized academic performance in key thematic areas such as Agricultural and Biological Sciences, Chemistry, Energy, and Engineering, as evidenced by SCImago Institutions Rankings data. However, this positive outlook is contrasted by medium-risk indicators in Multiple Affiliations, publication in Discontinued Journals, and a significant gap between its overall research impact and the impact of work where it holds leadership. While the institution's specific mission was not available for this analysis, these risks pose a potential threat to any pursuit of academic excellence and social responsibility, as they suggest a dependency on external collaborations for prestige and a need for greater diligence in publication strategies. To secure its long-term reputation and build structural excellence, it is recommended that Bengbu University leverage its internal integrity strengths to develop clearer institutional policies on affiliation and journal selection, while fostering initiatives that empower its researchers to lead high-impact projects independently.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 1.013, a value that moderately deviates from the national average of -0.062. This suggests that the university shows a greater sensitivity to risk factors related to affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review. It could signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that, if unmonitored, could dilute the institution's distinct academic identity and misrepresent its genuine contribution to collaborative work.

Rate of Retracted Output

With a Z-score of -0.315, the institution demonstrates a prudent profile, managing its processes with more rigor than the national standard, which stands at -0.050. This lower-than-average rate of retractions is a positive signal. It suggests that the quality control and supervision mechanisms in place prior to publication are effective in preventing the types of unintentional errors or methodological flaws that often lead to retractions. This reflects a responsible and healthy research environment where integrity is actively maintained.

Rate of Institutional Self-Citation

The institution's Z-score of -1.304 is exceptionally low, indicating a state of preventive isolation from the risk dynamics observed at the national level (Z-score: 0.045). This is a significant strength. A certain level of self-citation is natural, but the national trend points towards a medium risk of "echo chambers." In contrast, Bengbu University's very low rate signals that its research is validated by the broader scientific community, not just internally. This demonstrates a high degree of external scrutiny and global integration, effectively avoiding the risk of endogamous impact inflation.

Rate of Output in Discontinued Journals

The university's Z-score of 0.889 shows a moderate deviation from the national average of -0.024, indicating a greater institutional sensitivity to this risk factor. This figure constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of publications in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage. This suggests an urgent need to enhance information literacy among researchers to prevent the misallocation of resources and intellectual effort into "predatory" or low-quality publishing practices.

Rate of Hyper-Authored Output

The institution's Z-score of -1.211 is very low and demonstrates a low-profile consistency with the national standard of -0.721. The complete absence of risk signals in this area is commendable and aligns with the country's overall low-risk environment for this indicator. This suggests that authorship practices at the institution are transparent and accountable, successfully distinguishing between necessary large-scale collaboration and the potential for "honorary" or inflated author lists, thereby upholding the principle of meaningful contribution.

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

A monitoring alert is triggered by the institution's Z-score of 0.525, an unusual risk level when compared to the national standard of -0.809. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige may be largely dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether the institution's excellence metrics are the result of its own internal capacity or a consequence of strategic positioning in collaborations where it does not exercise primary intellectual leadership.

Rate of Hyperprolific Authors

The institution shows a Z-score of -1.413, a very low value that signals a preventive isolation from the risk dynamics prevalent in the country (Z-score: 0.425). While the national context shows a medium risk, the university effectively avoids this trend. The absence of hyperprolific authors suggests a healthy balance between quantity and quality in research output. This indicates a culture that discourages practices such as coercive authorship or assigning credit without real participation, prioritizing 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 maintains a low-profile consistency, as its absence of risk signals aligns with the low-risk national standard (-0.010). This indicates a strong commitment to seeking external validation for its research. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent peer review, thereby enhancing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -1.186 signifies a state of total operational silence, with an absence of risk signals that is even more pronounced than the already low national average of -0.515. This outstanding result indicates a strong institutional focus on producing novel and significant contributions to knowledge. It suggests that the practice of fragmenting a coherent study into minimal publishable units, or "salami slicing," to artificially inflate productivity is not a concern, reflecting a research culture that values substance over volume.

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