Baicheng Normal University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Baicheng Normal University presents a dual profile in scientific integrity, combining areas of exceptional control with specific, moderate vulnerabilities that require strategic attention. With an overall score of 0.241, the institution demonstrates significant strengths, particularly in its very low rates of retracted output, hyper-authored output, and publication in its own journals, indicating robust internal governance in these domains. However, this is contrasted by medium-risk signals in the rates of multiple affiliations, institutional self-citation, redundant output, and publication in discontinued journals. These areas of concern could potentially undermine the institution's reputational standing and research quality. According to SCImago Institutions Rankings data, the university's thematic strengths are most prominent in Energy, Agricultural and Biological Sciences, and Mathematics. As the institutional mission was not available for this analysis, a direct alignment assessment cannot be performed; however, the identified risks related to transparency, external validation, and publication ethics could challenge any mission centered on research excellence and social responsibility. A proactive approach to addressing these moderate risks will be crucial for consolidating the university's strengths and ensuring its long-term scientific integrity and impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 1.790 indicates a moderate deviation from the national context, which has a low-risk score 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 comparatively high rate warrants a closer look. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," and a review is recommended to ensure that all declared affiliations correspond to substantive collaborative work and are fully transparent.

Rate of Retracted Output

With a Z-score of -0.681, the institution demonstrates a very low risk of retracted publications, a profile that aligns perfectly with the low-risk national standard (-0.050). This low-profile consistency is a strong indicator of effective pre-publication quality control. The absence of risk signals suggests that the institution's integrity culture successfully promotes methodological rigor and responsible supervision, systemically preventing the kinds of errors or malpractice that typically lead to retractions and thereby safeguarding its scientific credibility.

Rate of Institutional Self-Citation

Both the institution and the country operate within a medium-risk context for this indicator, but the university's Z-score of 0.453 reveals a higher exposure to this risk compared to the national average of 0.045. A certain level of self-citation is natural and reflects the continuity of research lines. However, this elevated rate warns of a potential for scientific isolation or the formation of 'echo chambers.' This dynamic presents a risk of endogamous impact inflation, where the institution's academic influence might be disproportionately validated by internal dynamics rather than by broader recognition from the external scientific community.

Rate of Output in Discontinued Journals

The institution's Z-score of 1.700 represents a moderate deviation and a point of concern, especially when compared to the low-risk national average of -0.024. This score constitutes a critical alert regarding the due diligence applied in selecting publication venues. A high proportion of output in discontinued journals indicates that a significant amount of research 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 to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publishing practices.

Rate of Hyper-Authored Output

The university maintains a very low-risk profile with a Z-score of -1.236, which is consistent with the low-risk national environment (-0.721). This result indicates that authorship practices are well-calibrated and do not show signs of inflation. The absence of this risk signal points to a healthy institutional culture regarding authorship, one that values transparency and individual accountability and effectively distinguishes between necessary massive collaboration and questionable 'honorary' or political authorship practices.

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

With a Z-score of -0.365, the institution shows a low-risk profile but also a slight divergence from the very low-risk national context (-0.809). This suggests the emergence of minor signals of risk activity not prevalent elsewhere in the country. Specifically, it points to a small but noticeable gap where the impact of research led by the institution is lower than its overall impact from collaborations. While not yet a sustainability risk, this signal invites proactive reflection on whether the institution's prestige is sufficiently supported by its own internal capacity for intellectual leadership, rather than depending on its strategic positioning in external partnerships.

Rate of Hyperprolific Authors

The institution demonstrates notable resilience in this area, with a low-risk Z-score of -0.434 in a national context that shows medium-risk signals (0.425). This suggests that the university's internal control mechanisms are effectively mitigating the systemic risks present in the country. By maintaining a low rate of hyperprolific authors, the institution successfully avoids the potential imbalances between quantity and quality, such as coercive authorship or superficial contributions, thereby reinforcing the integrity of its scientific record against pressures that prioritize metrics over substance.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 places it in the very low-risk category, showing strong consistency with the low-risk national standard (-0.010). This indicates a well-balanced dissemination strategy that avoids excessive dependence on its own publication channels. This practice is a sign of institutional maturity, as it mitigates the risks of academic endogamy and conflicts of interest. By favoring external, independent peer review, the institution ensures its scientific production is competitively validated, thereby enhancing its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of 1.072 triggers a monitoring alert, as this medium-risk level is an unusual anomaly within a national environment characterized by very low risk (-0.515). This discrepancy requires an immediate review of its underlying causes. A high value in this indicator warns of the potential practice of data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units to artificially inflate productivity metrics. 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.