| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.003 | -0.062 |
|
Retracted Output
|
-0.324 | -0.050 |
|
Institutional Self-Citation
|
0.771 | 0.045 |
|
Discontinued Journals Output
|
0.577 | -0.024 |
|
Hyperauthored Output
|
0.939 | -0.721 |
|
Leadership Impact Gap
|
-0.046 | -0.809 |
|
Hyperprolific Authors
|
-0.111 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.553 | -0.515 |
Xinyang Normal University presents a balanced research integrity profile, with an overall score of 0.036 indicating a position close to the global baseline. The institution demonstrates significant strengths in maintaining a low rate of retracted output and exercising robust control over hyperprolific authorship, output in institutional journals, and redundant publications, often outperforming national standards. However, areas requiring strategic attention include a moderate deviation from national norms in the rates of multiple affiliations, institutional self-citation, hyper-authored output, and publication in discontinued journals. These indicators suggest a higher exposure to certain systemic risks compared to the national average. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in areas such as Earth and Planetary Sciences, Pharmacology, Toxicology and Pharmaceutics, Arts and Humanities, and Chemistry. While the institution's specific mission was not available for this analysis, any commitment to research excellence and social responsibility is potentially undermined by risks that suggest academic endogamy or a lack of due diligence in publication channels. Addressing these vulnerabilities is crucial to ensure that the university's strong research output is built upon a foundation of unimpeachable scientific integrity, thereby safeguarding its reputation and maximizing the global impact of its academic achievements.
The institution presents a Z-score of 0.003, which contrasts with the national average of -0.062. This moderate deviation indicates that the university shows a greater sensitivity to risk factors in this area than its national peers. While multiple affiliations are often legitimate, this divergence from the country's low-risk profile suggests a need to review affiliation practices. The data points to a potential vulnerability where strategic attempts to inflate institutional credit or "affiliation shopping" may be occurring more frequently than in the broader national context, warranting a closer examination of collaboration and appointment policies.
With a Z-score of -0.324, the institution demonstrates a more favorable position than the national average of -0.050. This suggests a prudent and rigorous approach to quality control. The data indicates that the university's mechanisms for ensuring research quality are effective, likely reflecting a culture of responsible supervision where the honest correction of errors is handled diligently. By maintaining a lower rate of retractions than the national standard, the institution showcases robust pre-publication checks and a strong commitment to the integrity of the scientific record.
The institution's Z-score for self-citation is 0.771, a figure significantly higher than the national average of 0.045. Although both operate within a medium-risk context, this value highlights the institution's high exposure to this particular risk. A certain level of self-citation is natural, but this pronounced rate signals a potential for concerning scientific isolation or 'echo chambers'. It suggests that the institution is more prone than its national counterparts to validating its own work without sufficient external scrutiny, creating a risk that its academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The university's Z-score of 0.577 marks a moderate deviation from the low-risk national average of -0.024. This discrepancy suggests the institution is more sensitive than its peers to the risk of publishing in low-quality venues. This indicator serves as a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a portion of the university's scientific production may be channeled through media that fail to meet international ethical standards, exposing the institution to severe reputational risks and highlighting an urgent need to improve information literacy among its researchers to avoid 'predatory' practices.
A notable difference is observed between the institution's Z-score of 0.939 and the country's score of -0.721. This moderate deviation suggests the university is more susceptible to authorship-related risk factors than the national standard. Outside of 'Big Science' contexts where large author lists are common, such a high score can be an indicator of author list inflation, a practice that dilutes individual accountability. This signal warrants a review to distinguish between necessary massive collaboration and potential 'honorary' or political authorship practices that are not as prevalent at the national level.
The institution's Z-score of -0.046 shows a slight divergence from the country's very low-risk score of -0.809. While both scores are negative—a positive sign indicating that institutionally-led research has a higher impact than its overall output—the university's score is closer to zero. This suggests that while the institution demonstrates strong intellectual leadership, its scientific prestige is marginally less dependent on its own-led work compared to the very strong national trend. It represents a subtle signal of a slightly higher reliance on external partners for impact than is typical across the country.
The institution's Z-score of -0.111 stands in positive contrast to the national average of 0.425. This result demonstrates clear institutional resilience, suggesting that internal control mechanisms are effectively mitigating the systemic risks related to extreme publication volumes that are more common at the national level. By maintaining a low rate of hyperprolific authors, the university successfully avoids potential imbalances between quantity and quality, steering clear of risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of its scientific record over inflated metrics.
With a Z-score of -0.268, the institution operates at a very low risk level, surpassing the already low-risk national average of -0.010. This low-profile consistency shows an exemplary approach to avoiding potential conflicts of interest. The absence of risk signals, even when compared to the national standard, indicates that the university is not dependent on its own journals for publication. This practice strengthens its research by ensuring it undergoes independent external peer review, thus avoiding academic endogamy and enhancing its global visibility and credibility.
The institution's Z-score of -0.553 is in almost perfect alignment with the national average of -0.515, both of which are in the very low-risk category. This integrity synchrony demonstrates that the university's practices are fully consistent with a national environment of maximum scientific security in this regard. The data confirms a robust defense against the practice of dividing studies into minimal publishable units, known as 'salami slicing'. This alignment reflects a shared commitment to prioritizing the generation of significant new knowledge over the artificial inflation of productivity metrics.
