| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.376 | -0.062 |
|
Retracted Output
|
-0.484 | -0.050 |
|
Institutional Self-Citation
|
-0.185 | 0.045 |
|
Discontinued Journals Output
|
0.243 | -0.024 |
|
Hyperauthored Output
|
-1.345 | -0.721 |
|
Leadership Impact Gap
|
-1.168 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.607 | -0.515 |
Xinjiang Normal University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.392. This performance indicates a general alignment with best practices, characterized by significant strengths in maintaining low-risk levels across the majority of indicators. The institution excels particularly in preventing retractions, hyper-authorship, dependency on external leadership for impact, and excessive publication rates, areas where it surpasses national benchmarks. However, this solid foundation is contrasted by two areas requiring strategic attention: a moderate deviation in the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, which suggest specific vulnerabilities. The university's academic strengths, as highlighted by its SCImago Institutions Rankings, are most prominent in disciplines such as Psychology, Pharmacology, Toxicology and Pharmaceutics, Social Sciences, and Earth and Planetary Sciences. While a specific mission statement was not available for analysis, it is imperative that the identified integrity risks are addressed, as any deviation from ethical standards can undermine the core principles of excellence and social responsibility inherent to any leading academic institution. By proactively managing these specific vulnerabilities, the university can further solidify its reputation and ensure its research output is both impactful and unimpeachable.
The institution presents a Z-score of 0.376 in this indicator, a figure that moderately deviates from the national average of -0.062. This suggests a greater sensitivity to risk factors in this area compared to its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's higher rate warrants a review. Disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping,” practices that can obscure the true origin of research contributions. A closer examination of affiliation patterns is recommended to ensure they consistently reflect authentic and substantive research collaborations.
With a Z-score of -0.484, the institution demonstrates an excellent record in minimizing retracted publications, a performance that aligns with the low-risk national standard (Z-score: -0.050). This low-profile consistency indicates that the university's quality control and supervision mechanisms are functioning effectively. The absence of significant signals in this area suggests a strong integrity culture, where potential errors are managed prior to publication, thereby avoiding the systemic failures that can lead to a high rate of retractions and associated reputational damage.
The university shows a Z-score of -0.185, indicating a low level of institutional self-citation, which contrasts favorably with the moderate risk level observed nationally (Z-score: 0.045). This demonstrates institutional resilience, suggesting that internal control mechanisms are successfully mitigating the systemic risks of academic endogamy present in the wider environment. By avoiding disproportionately high rates of self-citation, the institution ensures its work is validated by the broader scientific community, steering clear of 'echo chambers' and confirming that its academic influence is based on global recognition rather than inflated by internal dynamics.
The institution's Z-score of 0.243 marks a moderate deviation from the national average of -0.024, indicating a greater institutional sensitivity to this risk factor. This elevated score constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy among researchers to avoid channeling valuable resources into 'predatory' or low-quality publications.
With a Z-score of -1.345, the institution shows a near-total absence of hyper-authored publications, a result that is consistent with, and even stronger than, the low-risk national profile (Z-score: -0.721). This low-profile consistency confirms that authorship practices at the institution are well-regulated. The data suggests a clear distinction between necessary collaboration and potential author list inflation, ensuring that individual accountability and transparency are maintained and that 'honorary' or political authorship practices are effectively avoided.
The institution exhibits a Z-score of -1.168, a figure that signals a total operational silence in this risk area and is even more favorable than the national average of -0.809. This result indicates that the university's scientific prestige is structurally sound and not dependent on external partners. The impact of research led by the institution is congruent with its overall impact, demonstrating strong internal capacity and intellectual leadership. This avoids the sustainability risk of relying on exogenous prestige and confirms that its excellence metrics are a direct result of its own capabilities.
The university's Z-score of -1.413 is exceptionally low, indicating a preventive isolation from the risk of hyperprolific authorship, which is a moderate concern at the national level (Z-score: 0.425). This result shows that the institution does not replicate the risk dynamics observed in its environment. By effectively preventing extreme individual publication volumes, the university safeguards the balance between quantity and quality, mitigating risks such as coercive authorship or the assignment of authorship without meaningful intellectual contribution, thereby upholding the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a practice that aligns with the low-risk national context (Z-score: -0.010). This low-profile consistency is a positive sign, indicating that the university's research output is predominantly validated through independent external peer review. This approach avoids the conflicts of interest and academic endogamy that can arise from excessive dependence on in-house journals, ensuring its scientific production achieves global visibility and withstands standard competitive scrutiny.
The institution's Z-score for redundant output is -0.607, indicating a total operational silence on this issue and performing even better than the already low-risk national average of -0.515. This exceptional result demonstrates a strong institutional commitment to publishing significant and coherent studies. The absence of signals related to 'salami slicing' suggests that researchers are not artificially inflating their productivity by fragmenting data into minimal publishable units, a practice that distorts scientific evidence. This reflects a culture that prioritizes the generation of new knowledge over sheer volume.