| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.588 | -0.062 |
|
Retracted Output
|
-0.409 | -0.050 |
|
Institutional Self-Citation
|
-0.876 | 0.045 |
|
Discontinued Journals Output
|
1.116 | -0.024 |
|
Hyperauthored Output
|
-1.324 | -0.721 |
|
Leadership Impact Gap
|
0.794 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
2.763 | -0.515 |
The Beijing Electronic Science and Technology Institute presents a profile of pronounced contrasts, with an overall integrity score of 0.159 reflecting both significant strengths and critical areas for improvement. The institution demonstrates exceptional control over key aspects of scientific integrity, showing very low risk in Retracted Output, Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These results point to robust internal governance and a culture that successfully avoids endogamy and authorship inflation. However, these strengths are offset by medium-risk signals in Multiple Affiliations, publication in Discontinued Journals, and a notable dependency on external collaborations for impact. Most critically, the institution is a severe outlier in Redundant Output (Salami Slicing), a practice that requires immediate attention. These findings are contextualized by the institution's strong academic positioning, with notable SCImago Institutions Rankings in Earth and Planetary Sciences, Computer Science, Engineering, and Mathematics. While a specific mission statement was not available, any institutional goal centered on academic excellence and social responsibility is directly challenged by integrity risks that prioritize publication volume over substantive scientific contribution. Addressing these vulnerabilities, particularly the critical issue of redundant publication, is essential to ensure that the institution's commendable research strengths translate into a sustainable and unimpeachable scientific reputation.
The institution's Z-score of 1.588 for this indicator shows a moderate deviation from the national average of -0.062. This suggests that the center exhibits a greater sensitivity to risk factors associated with multiple affiliations than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this noticeable difference warrants a review to ensure that these practices are consistently driven by genuine scientific collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of -0.409, the institution demonstrates low-profile consistency, as its absence of risk signals in this area aligns perfectly with the low-risk national standard (country score: -0.050). This excellent result indicates that the quality control mechanisms and supervisory processes in place prior to publication are functioning effectively. It reflects a strong culture of integrity and methodological rigor, where the need for post-publication retractions is successfully minimized.
The institution exhibits a pattern of preventive isolation, with a Z-score of -0.876, in stark contrast to the national environment's medium-risk score of 0.045. This demonstrates that the center does not replicate the risk dynamics of academic endogamy observed elsewhere in the country. Such a low rate of self-citation is a positive indicator that the institution avoids 'echo chambers,' ensuring its work is validated by the broader external scientific community rather than through internal dynamics that could artificially inflate its perceived impact.
A moderate deviation is observed in this area, with the institution's Z-score of 1.116 indicating greater sensitivity to this risk compared to the national average of -0.024. This suggests a potential weakness in the due diligence applied when selecting publication venues. A higher-than-average rate of publication in journals that cease to meet international standards exposes the institution to reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid channeling valuable work through low-quality or 'predatory' outlets.
The institution maintains a profile of low-profile consistency, with a Z-score of -1.324 that is even lower than the country's low-risk average of -0.721. This absence of risk signals indicates that authorship practices are well-governed and transparent. The data suggests the institution effectively distinguishes between necessary large-scale collaboration and practices like 'honorary' authorship, thereby upholding individual accountability in its scientific production.
This indicator raises a monitoring alert, as the institution's Z-score of 0.794 is an unusual risk level when compared to the national standard of -0.809. This wide positive gap suggests that the institution's scientific prestige may be significantly dependent on external partners, with its overall impact being much higher than the impact of research where it exercises intellectual leadership. This signals a potential sustainability risk and invites a strategic reflection on how to build more structural, endogenous capacity for high-impact research.
The institution demonstrates effective preventive isolation from national trends, with an exceptionally low Z-score of -1.413 compared to the country's medium-risk score of 0.425. This result indicates that the center does not replicate the risk dynamics associated with extreme publication volumes. It points to strong institutional oversight that successfully balances productivity with quality, mitigating the risks of coercive authorship or the prioritization of metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution's practices show low-profile consistency and are fully aligned with the national standard (country score: -0.010). The absence of risk signals here is a positive finding, indicating that the institution avoids over-reliance on its own journals. This practice mitigates potential conflicts of interest, ensures that its research undergoes independent external peer review, and promotes the global visibility and validation of its scientific output.
This indicator reveals a critical anomaly, placing the institution as an absolute outlier in a healthy national environment. Its Z-score of 2.763 contrasts dramatically with the country's very low-risk score of -0.515. Such a high value is a strong warning sign of the practice of 'salami slicing,' where single studies may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice distorts the scientific evidence base and overburdens the peer-review system. An urgent and thorough audit of the institution's publication processes and authorship guidelines is imperative to address this severe discrepancy and realign its research practices with core principles of scientific integrity.
