Huainan Normal University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Huainan Normal University presents a balanced scientific integrity profile, with an overall score of 0.506 reflecting a combination of significant strengths and specific areas requiring strategic intervention. The institution demonstrates exemplary control over authorship practices and internal publication dynamics, effectively avoiding risks of academic endogamy and impact inflation. However, this is contrasted by medium-risk indicators related to publication strategies, including a tendency towards multiple affiliations, a higher-than-average rate of retractions, and publication in discontinued journals. The most notable vulnerability is an unusually high rate of redundant output, which warrants immediate attention. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally are in Economics, Econometrics and Finance; Psychology; Business, Management and Accounting; and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not available for this analysis, the identified risks—particularly those concerning publication quality and integrity—could challenge any commitment to research excellence and social responsibility. By leveraging its clear strengths in maintaining authorial and institutional integrity, Huainan Normal University is well-positioned to address these vulnerabilities and build a more resilient and impactful research ecosystem.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 2.239, which indicates a greater sensitivity to this risk factor when compared to the national average of -0.062. This moderate deviation from the country's norm suggests that the university's affiliation patterns are more pronounced than those of its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This divergence warrants a review to ensure that all declared affiliations correspond to substantive and transparent collaborations rather than administrative optimization.

Rate of Retracted Output

With a Z-score of 0.624, the institution shows a higher incidence of retractions than the national standard, which stands at -0.050. This moderate deviation suggests that the university's pre-publication quality control mechanisms may be less effective than those of its national counterparts. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This may indicate recurring methodological flaws or a lack of rigorous supervision that requires immediate qualitative verification by management to prevent systemic failures.

Rate of Institutional Self-Citation

The institution demonstrates a prudent profile with a Z-score of -0.563, which is notably lower than the national average of 0.045. This result indicates effective institutional resilience, as control mechanisms appear to successfully mitigate the systemic risks of self-citation observed at the national level. A certain level of self-citation is natural, reflecting the continuity of research lines. However, by maintaining a low rate, the university avoids the risk of creating scientific 'echo chambers' and ensures its work is validated by the broader external community, reinforcing the credibility of its academic influence.

Rate of Output in Discontinued Journals

The institution's Z-score of 1.567 marks a moderate deviation from the national average of -0.024, indicating a greater tendency to publish in journals that have been discontinued. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among researchers to avoid channeling resources into 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -1.327, the institution shows an exceptionally low rate of hyper-authored publications, aligning well with the low-risk national environment (Z-score of -0.721). This low-profile consistency demonstrates a strong culture of accountability in authorship. The absence of risk signals in this area suggests that the university successfully distinguishes between necessary large-scale collaboration and practices like 'honorary' or political authorship, thereby ensuring that author lists accurately reflect meaningful intellectual contributions and individual responsibility is not diluted.

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

The institution's Z-score of -0.444 reveals a slight divergence from the national benchmark of -0.809. This indicates the emergence of a minor gap where the impact of research led by the institution is slightly lower than the impact of its overall collaborative output, a signal not typically seen in the rest of the country. While it is common for institutions to rely on external partners for impact, this value suggests a potential early-stage risk of dependency. It invites reflection on whether the university's scientific prestige is being built on its own structural capacity or on strategic positioning in collaborations where it does not exercise full intellectual leadership.

Rate of Hyperprolific Authors

The institution exhibits a Z-score of -1.413, signaling a near-total absence of hyperprolific authors. This represents a case of preventive isolation, as the university does not replicate the medium-risk dynamics observed nationally (Z-score of 0.425). While high productivity can sometimes indicate leadership, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's very low score is a positive indicator of a research culture that likely prioritizes quality over quantity, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is exceptionally low, demonstrating low-profile consistency with the national standard (Z-score of -0.010). This absence of risk signals indicates a strong commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy, where production might bypass independent peer review. This practice reinforces the credibility of its research output, ensuring it is validated through standard competitive channels rather than internal 'fast tracks'.

Rate of Redundant Output

A significant monitoring alert is raised by the institution's Z-score of 1.328 in a national context where this risk is virtually absent (Z-score of -0.515). This unusual risk level for the national standard demands a review of its causes. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This high value warns that such practices may be present, which can distort scientific evidence and overburden the review system, prioritizing volume over significant new knowledge.