Anhui Polytechnic University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Anhui Polytechnic University presents a robust scientific integrity profile, reflected in a favorable overall score of -0.320. The institution demonstrates exceptional strengths in maintaining very low-risk levels for retracted output, hyper-authored publications, hyperprolific authors, and output in institutional journals, often performing significantly better than the national context. These areas highlight a strong foundation in quality control and ethical authorship practices. However, areas requiring strategic attention include a medium-risk exposure to multiple affiliations, institutional self-citation, and a notable gap between its overall research impact and the impact of work under its direct leadership. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Social Sciences, Biochemistry, Genetics and Molecular Biology, and Business, Management and Accounting. While a specific mission statement was not available for analysis, this strong integrity performance is a critical asset that inherently supports any mission centered on academic excellence and social responsibility. To further this goal, the university is encouraged to leverage its solid integrity framework to address the identified vulnerabilities, particularly by fostering greater intellectual leadership in its collaborations to ensure its growing prestige is both sustainable and structurally embedded.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.682, a moderate deviation from the national average of -0.062. This suggests 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 to ensure that these affiliations are a product of genuine collaboration and not strategic attempts to inflate institutional credit or "affiliation shopping." A proactive analysis of these patterns can help maintain transparency and ensure that institutional credit is claimed appropriately.

Rate of Retracted Output

With a Z-score of -0.531, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.050. This absence of risk signals is consistent with, and even exceeds, the low-risk national standard, pointing to a highly effective integrity culture. Retractions can be complex, but such a low rate strongly suggests that the university's quality control mechanisms prior to publication are robust and systemic failures are being successfully prevented. This performance is indicative of responsible supervision and a commitment to methodological rigor that protects the institution's scientific record.

Rate of Institutional Self-Citation

The institution's Z-score of 0.041 is nearly identical to the national average of 0.045, indicating that its citation practices reflect a systemic pattern shared across the country. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this medium-risk level suggests a shared vulnerability to creating scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. This pattern 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 community.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.078 is lower than the national average of -0.024, with both values falling within a low-risk range. This indicates a prudent profile, suggesting that the university manages its selection of publication venues with more rigor than the national standard. A low proportion of output in discontinued journals is a positive sign of due diligence in vetting dissemination channels. This practice protects the institution from the severe reputational risks associated with 'predatory' or low-quality publishing and ensures that research resources are channeled toward impactful and ethically sound venues.

Rate of Hyper-Authored Output

With an exceptionally low Z-score of -1.282, far below the national average of -0.721, the institution shows a complete absence of risk signals related to authorship inflation. This strong performance aligns with the highest standards of research transparency. Outside of "Big Science" contexts where large author lists are normal, high rates can indicate a dilution of individual accountability. This very low score suggests that the university's authorship practices are well-governed, effectively distinguishing between necessary collaboration and "honorary" or political authorship, thereby reinforcing the integrity of its research contributions.

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

The institution's Z-score of 0.042 constitutes a monitoring alert, as this medium-risk level is highly unusual when compared to the very low-risk national standard of -0.809. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be significantly dependent on external partners rather than its own structural capacity. This disparity invites critical reflection on whether the university's high-impact metrics result from its own intellectual leadership or from strategic positioning in collaborations where it plays a secondary role. Addressing this gap is crucial for building a resilient and autonomous research ecosystem.

Rate of Hyperprolific Authors

The institution's Z-score of -1.044 is exceptionally low, creating a stark contrast with the medium-risk national environment (0.425). This demonstrates a form of preventive isolation, whereby the university successfully avoids national trends that could compromise research quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This very low indicator suggests the institution fosters a healthy balance between productivity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, and prioritizing the integrity of the scientific record over pure metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low reliance on its own journals, performing better than the already low-risk national average of -0.010. This absence of risk signals demonstrates a strong commitment to external validation and global engagement. Over-reliance on in-house journals can create conflicts of interest and academic endogamy, allowing research to bypass independent peer review. By favoring external channels, the university ensures its scientific production is subject to standard competitive validation, which enhances its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -0.443, while indicating a low risk, represents a slight divergence from the very low-risk national profile of -0.515. This suggests the presence of minor risk signals for redundant publication that are largely absent in the broader national context. This pattern can be an early indicator of 'salami slicing,' the practice of fragmenting a single study into multiple minimal publications to artificially inflate productivity metrics. While the current level is not alarming, it warrants monitoring to ensure that the university continues to prioritize the publication of significant, coherent new knowledge over sheer volume.