| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.947 | -0.062 |
|
Retracted Output
|
-0.052 | -0.050 |
|
Institutional Self-Citation
|
-0.090 | 0.045 |
|
Discontinued Journals Output
|
0.389 | -0.024 |
|
Hyperauthored Output
|
-1.125 | -0.721 |
|
Leadership Impact Gap
|
-0.906 | -0.809 |
|
Hyperprolific Authors
|
-0.604 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.811 | -0.515 |
Zhengzhou University of Light Industry presents a robust scientific integrity profile, reflected in an overall risk score of -0.266. The institution demonstrates exceptional strength in multiple key areas, with very low risk signals in the rates of multiple affiliations, hyper-authored output, redundant publications, and output in institutional journals, as well as in the balance of its scientific impact. This solid foundation is only moderately challenged by a single area of concern: a medium-risk level for publications in discontinued journals. This strong integrity framework supports the institution's notable research performance, as evidenced by its SCImago Institutions Rankings, particularly in high-impact fields such as Earth and Planetary Sciences, Social Sciences, and Medicine. While a specific institutional mission was not available for this analysis, any mission centered on research excellence and societal contribution is fundamentally supported by high ethical standards. The identified risk in publication venue selection, however, could undermine this by potentially associating the university's work with low-quality channels, thereby affecting its reputation. A proactive strategy to enhance researcher training on identifying high-quality, sustainable journals would not only mitigate this specific risk but also further solidify the university's position as a leader in responsible and high-impact research.
With an institutional Z-score of -0.947 compared to the national average of -0.062, the university demonstrates an exceptionally low rate of multiple affiliations. This absence of risk signals is perfectly consistent with the low-risk profile observed nationally, indicating that the institution's collaborative practices are transparent and well-governed. The data provides strong assurance that affiliations are a result of legitimate research partnerships rather than strategic "affiliation shopping" designed to artificially inflate institutional credit, reflecting a healthy and standard approach to academic collaboration.
The institution's rate of retracted publications (Z-score: -0.052) is statistically normal and almost identical to the national average (Z-score: -0.050). This alignment suggests that the university's performance in this area is as expected for its context, with no unusual signals of systemic issues. The data indicates that the institution's quality control and post-publication supervision mechanisms are functioning in line with national standards, showing no evidence of a retraction rate that would point to recurring malpractice or a systemic failure in methodological rigor.
The university demonstrates notable resilience by maintaining a low rate of institutional self-citation (Z-score: -0.090) within a national context where this practice is more common (Country Z-score: 0.045). This suggests that its internal control mechanisms are effectively mitigating the systemic risk of academic endogamy. By avoiding disproportionately high self-citation rates, the institution successfully sidesteps the risk of creating scientific "echo chambers" or inflating its impact through internal dynamics. Its research appears to be validated by the broader global community rather than relying on self-reinforcement, showcasing a commitment to external scrutiny and genuine academic influence.
This indicator reveals a moderate deviation from the national norm, with the institution's Z-score at 0.389 while the country average is -0.024. This suggests a greater sensitivity to this particular risk factor compared to its national peers. This pattern constitutes an alert regarding the due diligence applied in selecting publication venues. A medium-risk score indicates that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and suggests an urgent need to strengthen information literacy among its researchers to avoid channeling valuable work into "predatory" or low-quality journals.
The institution's rate of hyper-authored publications is exceptionally low (Z-score: -1.125), reinforcing the low-risk profile seen across the country (Z-score: -0.721). This complete absence of risk signals indicates a healthy authorship culture that aligns with national standards. The data confirms that the institution's authorship practices are transparent and accountable, with no evidence of author list inflation or the use of "honorary" authorships, which can dilute individual responsibility. This reflects a commendable focus on legitimate and meaningful contributions to collaborative research.
The institution demonstrates total operational silence in this area, with an absence of risk signals (Z-score: -0.906) that is even more pronounced than the already low national average (Z-score: -0.809). This indicates a strong and balanced impact profile. The minimal gap between the impact of its total output and the impact of research where it holds a leadership role is a sign of structural strength and sustainability. This result suggests that the institution's scientific prestige is built on genuine internal capacity and intellectual leadership, rather than being dependent on external collaborations where it plays a secondary role.
The institution shows significant resilience by maintaining a low rate of hyperprolific authorship (Z-score: -0.604), in stark contrast to the medium-risk trend observed at the national level (Z-score: 0.425). This suggests its policies or academic culture effectively mitigate the systemic pressures that can lead to extreme publication volumes. By avoiding a high incidence of authors with publication counts that challenge the limits of meaningful intellectual contribution, the institution promotes a healthy balance between quantity and quality. This helps prevent risks such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of its scientific record.
The institution's very low rate of publication in its own journals (Z-score: -0.268) is consistent with the low-risk national environment (Z-score: -0.010). This absence of risk signals indicates a strong preference for external, independent validation of its research. This practice effectively mitigates the risk of academic endogamy and potential conflicts of interest that can arise from an over-reliance on in-house journals. By seeking publication in external venues, the institution ensures its research undergoes standard competitive peer review, enhancing its global visibility and credibility.
In this area, the institution exhibits total operational silence, with a risk signal (Z-score: -0.811) that is virtually non-existent and even lower than the national average (Z-score: -0.515). This points to an exemplary standard of publication ethics. The data shows no evidence of "salami slicing," the practice of fragmenting a single study into multiple minimal publications to artificially inflate output. This commitment to publishing coherent, significant bodies of work, rather than prioritizing volume, upholds the integrity of the scientific record and demonstrates a focus on generating meaningful new knowledge.