| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.677 | -0.062 |
|
Retracted Output
|
-0.531 | -0.050 |
|
Institutional Self-Citation
|
-0.324 | 0.045 |
|
Discontinued Journals Output
|
0.868 | -0.024 |
|
Hyperauthored Output
|
-1.285 | -0.721 |
|
Leadership Impact Gap
|
-0.837 | -0.809 |
|
Hyperprolific Authors
|
-1.277 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.587 | -0.515 |
Qiqihar University presents a robust profile in scientific integrity, with an overall risk score of -0.224 that indicates a performance well within the parameters of good practice. The institution demonstrates significant strengths in maintaining a very low-risk profile across a majority of indicators, particularly in areas concerning authorship practices, publication quality control, and research autonomy. However, this solid foundation is contrasted by two specific areas of medium risk: the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, which require strategic attention. According to SCImago Institutions Rankings data, the university's scientific output is particularly prominent in fields such as Earth and Planetary Sciences and Environmental Science, where it holds a strong international position. While the institution's specific mission statement was not available for this analysis, any mission centered on academic excellence and social responsibility is fundamentally supported by a culture of integrity. The identified vulnerabilities, though contained, could undermine this pursuit by creating reputational exposure and questioning the diligence of its dissemination strategies. Therefore, the primary recommendation is to leverage the institution's clear strengths in research governance to develop targeted policies that address these specific weaknesses, thereby ensuring its operational practices fully align with its demonstrated scientific potential.
The institution's Z-score of 0.677 shows a greater sensitivity to this risk factor when compared to the national average of -0.062. This moderate deviation suggests that the university's affiliation patterns are more pronounced than those of its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a closer look. It could signal strategic attempts to inflate institutional credit or "affiliation shopping," where researchers list multiple institutions to maximize visibility or resources. A review of affiliation policies is recommended to ensure they reflect genuine and substantial collaborative contributions, thereby safeguarding the institution's academic currency.
With a Z-score of -0.531, the institution demonstrates an exceptionally low incidence of retracted publications, a figure that aligns with the low-risk national context (Z-score: -0.050). This absence of risk signals points to a healthy and effective system of internal quality control. Retractions can be complex, but a rate significantly below the norm, as seen here, is a strong indicator of responsible supervision and methodological rigor. It suggests that the university's mechanisms for ensuring research quality prior to publication are functioning correctly, protecting its scientific record and reputation.
The institution shows notable resilience against a risk that is more present at the national level, with a Z-score of -0.324 compared to the country's 0.045. This indicates that the university's control mechanisms are effectively mitigating the systemic risk of excessive self-citation. A certain level of self-citation is natural, reflecting ongoing research lines, but the institution successfully avoids the "echo chambers" that can arise from over-reliance on internal validation. This prudent approach ensures that the institution's academic influence is built on broad recognition from the global community rather than being inflated by endogamous dynamics.
A Z-score of 0.868 for the institution marks a moderate deviation from the national average of -0.024, signaling a greater tendency to publish in journals that have ceased operation. This constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of output in such venues suggests that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and indicates an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publishing practices.
The institution's Z-score of -1.285 is well below the national average of -0.721, indicating a very low prevalence of publications with extensive author lists. This low-profile consistency with the national standard suggests that authorship practices are well-governed. Outside of "Big Science" contexts where large teams are normal, hyper-authorship can indicate a dilution of individual accountability. The university's performance here signals a commitment to transparency and meaningful contribution, effectively mitigating the risk of 'honorary' or political authorship practices.
With a Z-score of -0.837, the institution is in total alignment with the national environment (Z-score: -0.809), which itself shows maximum security in this area. This integrity synchrony indicates a healthy balance, where the impact of the university's overall output is strongly supported by the impact of the research it leads. This is a sign of sustainable, structural excellence. It confirms that the institution's scientific prestige is not dependent on external partners but is generated by a robust internal capacity for intellectual leadership, a key marker of a mature and self-sufficient research ecosystem.
The institution demonstrates a clear preventive isolation from national trends, with a Z-score of -1.277 in stark contrast to the country's medium-risk score of 0.425. This shows that the university does not replicate the risk dynamics related to extreme publication volumes observed elsewhere in its environment. While high productivity can be legitimate, the university's very low rate in this indicator suggests a strong institutional focus on quality over quantity. This effectively mitigates risks such as coercive authorship or 'salami slicing,' ensuring that authorship is tied to meaningful intellectual contribution and safeguarding the integrity of the scientific record.
The institution's Z-score of -0.268 reflects a minimal reliance on its own journals, a practice consistent with the low-risk national environment (Z-score: -0.010). This absence of risk signals is a positive indicator of good governance. By avoiding excessive dependence on in-house journals, the university sidesteps potential conflicts of interest where it would act as both judge and party. This commitment to external, independent peer review ensures its scientific production is validated against global standards, enhancing its visibility and credibility while preventing the use of internal channels as 'fast tracks' to inflate publication counts.
The university's performance shows total operational silence in this area, with a Z-score of -0.587 that is even lower than the already minimal national average of -0.515. This complete absence of risk signals indicates an exemplary institutional culture that values substantive contributions over volume. It suggests a strong aversion to data fragmentation or 'salami slicing,' the practice of dividing a single study into multiple minimal publications. By prioritizing coherent and significant new knowledge, the institution upholds the integrity of the scientific evidence base and avoids overburdening the peer-review system.