Henan Polytechnic University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Henan Polytechnic University presents a balanced integrity profile, with an overall risk score of -0.099 indicating a slight tendency towards robust practices. The institution demonstrates significant strengths in fostering genuine intellectual leadership, as evidenced by an exceptionally low gap between its overall impact and the impact of research led by its own faculty. Further strengths include a very low incidence of hyper-authored or institutionally-published outputs and effective mitigation of hyperprolific authorship, showcasing resilience against national trends. However, areas requiring strategic attention include a medium-risk exposure to institutional self-citation, multiple affiliations, and publication in discontinued journals, where the university deviates from the lower-risk national averages. According to SCImago Institutions Rankings data, these integrity metrics underpin a strong research performance, with notable international positioning in key thematic areas such as Earth and Planetary Sciences, Mathematics, Physics and Astronomy, and Engineering. As the institution's specific mission statement was not available for this analysis, it is assessed against the universal academic goals of excellence and societal contribution. The identified risks, particularly those related to insular citation patterns and questionable publication channels, could potentially undermine these goals by compromising the external validation and global reach of its research. A focused effort to address these vulnerabilities will be crucial to ensure that the university's demonstrated scientific capabilities translate into an unimpeachable international reputation.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.312, which contrasts with the national average of -0.062. This moderate deviation suggests the university has a greater sensitivity to risk factors related to author affiliations than its national peers. While multiple affiliations are often legitimate, this divergence from a low-risk national context indicates that institutional practices may be more prone to strategic attempts to inflate academic credit or "affiliation shopping." This pattern warrants a review of internal policies to ensure that all declared affiliations reflect substantive and transparent contributions, thereby safeguarding the institution's academic currency.

Rate of Retracted Output

With a Z-score of -0.127, the institution demonstrates a prudent profile that is even more rigorous than the national standard of -0.050. This result is a positive indicator of the robustness of its internal quality control mechanisms. Retractions can signify responsible supervision when correcting honest errors, and this institution's lower-than-average rate suggests that its pre-publication review processes are effectively minimizing the incidence of serious flaws, reflecting a strong commitment to scientific integrity and reliability that exceeds the already low-risk national norm.

Rate of Institutional Self-Citation

The university's Z-score for this indicator is 1.255, showing high exposure compared to the national average of 0.045. Although both the institution and the country operate within a medium-risk context, the university is significantly more prone to this behavior. This heightened level of self-citation, while sometimes reflecting the continuity of research lines, warns of a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This dynamic suggests a risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.150 marks a moderate deviation from the national average of -0.024. This discrepancy indicates that the university is more susceptible than its peers to channeling research into questionable outlets. A heightened rate of publication in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. It suggests that a portion of the university's scientific output is exposed to severe reputational risks by appearing in media that fail to meet international ethical or quality standards, highlighting a need to reinforce information literacy among researchers to avoid predatory practices.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of -1.202, a very low value that is consistent with, and even improves upon, the low-risk national average of -0.721. This absence of risk signals indicates that the university's authorship practices are well-aligned with international standards. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate author list inflation. This institution's excellent result suggests a culture that values transparency and accountability, successfully avoiding practices like 'honorary' authorships and ensuring that credit is assigned appropriately.

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

With a Z-score of -1.561, the institution shows a total absence of risk signals, performing significantly better than the already strong national average of -0.809. A low score in this indicator is a powerful sign of scientific maturity and autonomy. It demonstrates that the institution's scientific prestige is not dependent on external partners but is structurally generated by its own internal capacity for high-impact research. This result confirms that the university's excellence metrics are a direct consequence of its own intellectual leadership, a key pillar for sustainable and independent scientific development.

Rate of Hyperprolific Authors

The institution's Z-score of -0.051 reflects a low-risk environment, showcasing notable institutional resilience when compared to the country's medium-risk average of 0.425. This suggests that the university's control mechanisms are effectively mitigating a systemic risk present at the national level. While high productivity can be legitimate, extreme publication volumes often challenge the feasibility of meaningful intellectual contribution. The university's ability to maintain this indicator at a low level points to a healthy balance between quantity and quality, successfully curbing practices that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 places it in a very low-risk category, consistent with the low-risk national context (Z-score of -0.010). This result indicates a strong commitment to seeking external validation for its research. By avoiding over-reliance on its own journals, the institution effectively sidesteps the conflicts of interest and risks of academic endogamy that can arise when an entity acts as both judge and party. This practice enhances the global visibility and credibility of its scientific production, ensuring it is vetted through independent, competitive peer review.

Rate of Redundant Output

With a Z-score of -0.297, the institution shows a low level of risk, but this represents a slight divergence from the very low-risk national baseline of -0.515. This finding suggests the emergence of minor signals of risk activity that are not prevalent in the rest of the country. While the overall risk is contained, this subtle deviation warrants observation. It may indicate an incipient trend towards 'salami slicing,' where studies are fragmented to inflate publication counts. Monitoring this indicator is advisable to ensure that the institutional culture continues to prioritize the generation of significant new knowledge over the maximization of publication volume.