Shanxi Normal University, Linfen

EXECUTIVE SUMMARY AND STRATEGIC VISION

Shanxi Normal University, Linfen, presents a complex scientific integrity profile, characterized by a balanced overall score of 0.153 that reflects both significant strengths and critical areas for improvement. The institution demonstrates commendable rigor in its operational foundations, particularly in its low dependence on institutional journals, its robust intellectual leadership independent of external collaborations, and its prudent selection of publication venues. However, these strengths are counterbalanced by notable vulnerabilities, especially a significant rate of hyper-authored output, which is a severe outlier compared to national trends. This is compounded by medium-risk signals in institutional self-citation, hyperprolific authorship, multiple affiliations, and redundant publications. According to SCImago Institutions Rankings data, the university's strongest thematic areas are concentrated in Arts and Humanities, Psychology, Social Sciences, and Medicine. While a specific mission statement was not available for this analysis, any institutional commitment to excellence and societal impact is fundamentally challenged by integrity risks that can dilute accountability and prioritize quantity over quality. To secure its academic reputation and build upon its thematic strengths, the university is advised to leverage its clear capacity for internal leadership to implement targeted governance policies that address authorship and publication strategies, ensuring its research practices fully align with global standards of scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 0.271 indicates a moderate deviation from the national average of -0.062. This suggests that the university shows a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review to ensure these practices are not being strategically employed to inflate institutional credit or engage in “affiliation shopping,” but rather reflect genuine and productive collaborations.

Rate of Retracted Output

With a Z-score of -0.024, the institution's rate of retracted publications is in close alignment with the national average of -0.050, indicating a level of statistical normality for its context. This suggests that the university's quality control and post-publication supervision mechanisms are functioning as expected within the national scientific ecosystem. Retractions are complex events, and this value points towards a responsible management of error correction rather than a systemic vulnerability in the institution's integrity culture.

Rate of Institutional Self-Citation

The university's Z-score of 0.494 reveals a high exposure to this risk factor, significantly surpassing the national average of 0.045. This indicates that the institution is more prone to showing alert signals related to self-referential practices than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines; however, this disproportionately high rate warns of potential scientific isolation or 'echo chambers.' This dynamic could lead to an endogamous inflation of impact, where academic influence is magnified by internal dynamics rather than validated by the broader global community.

Rate of Output in Discontinued Journals

The institution exhibits a prudent profile in its selection of publication channels, with a Z-score of -0.101 that is more rigorous than the national standard of -0.024. This demonstrates a commendable level of due diligence in avoiding journals that do not meet international ethical or quality standards. By effectively managing this process, the university protects itself from the severe reputational risks associated with predatory or low-quality publishing and ensures its research resources are channeled toward credible and impactful outlets.

Rate of Hyper-Authored Output

A severe discrepancy exists between the institution's Z-score of 1.615 and the national average of -0.721, highlighting this as an atypical and critical risk. This activity requires a deep integrity assessment. In fields outside of 'Big Science,' such extensive author lists can be a signal of author list inflation, a practice that dilutes individual accountability and transparency. It is urgent to investigate the drivers of this pattern to distinguish between necessary massive collaboration and potential 'honorary' or political authorship practices that compromise research integrity.

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

The institution demonstrates total operational silence in this area, with a Z-score of -0.917 that indicates an absence of risk signals even below the strong national average of -0.809. This result is a clear strength, suggesting that the university's scientific prestige is built upon a solid foundation of internal capacity and intellectual leadership. Its impact is not dependent on or inflated by external collaborations where it does not lead, signaling a sustainable and autonomous research ecosystem.

Rate of Hyperprolific Authors

With a Z-score of 0.740, the institution shows a higher exposure to risks associated with hyperprolific authors compared to the national average of 0.425. This indicates that the university is more prone to concentrating publications among a small number of extremely productive individuals. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution and can signal an imbalance between quantity and quality. This pattern alerts to potential risks such as coercive authorship or the assignment of authorship without real participation, which prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 reflects a very low-risk profile that is consistent with the national standard (-0.010). This absence of risk signals is a positive indicator of the university's commitment to external validation. By avoiding excessive dependence on its own journals, the institution mitigates conflicts of interest and the risk of academic endogamy, ensuring its scientific production bypasses internal 'fast tracks' and is subjected to independent, competitive peer review, thereby enhancing its global visibility and credibility.

Rate of Redundant Output

This indicator raises a monitoring alert, as the institution's Z-score of 0.935 is an unusually high risk level for a national environment where this practice is very uncommon (country Z-score of -0.515). This stark contrast requires a review of its causes. A high value warns of the potential practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior distorts the available scientific evidence and overburdens the peer-review system, prioritizing publication volume over the advancement of significant new knowledge.