| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.913 | -0.062 |
|
Retracted Output
|
-0.287 | -0.050 |
|
Institutional Self-Citation
|
-1.299 | 0.045 |
|
Discontinued Journals Output
|
1.146 | -0.024 |
|
Hyperauthored Output
|
-1.357 | -0.721 |
|
Leadership Impact Gap
|
-0.591 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.289 | -0.515 |
The Jiangsu Vocational Institute of Architectural Technology presents a complex scientific integrity profile, marked by significant strengths in internal governance but also critical vulnerabilities that require immediate attention. With an overall score of 0.289, the institution demonstrates exceptional control over practices related to authorship and citation, showing very low risk in institutional self-citation, hyper-authored output, hyperprolific authors, and publication in institutional journals. These results indicate a culture that successfully avoids academic endogamy and authorship inflation. However, this positive performance is contrasted by a significant risk in the rate of multiple affiliations and a medium risk in publishing in discontinued journals, which stand out as the primary areas of concern. According to SCImago Institutions Rankings data, the institution's key research areas include Engineering, Energy, and Earth and Planetary Sciences. While the institution's specific mission was not available for this analysis, any commitment to academic excellence and social responsibility is fundamentally challenged by integrity risks. The high rate of multiple affiliations, in particular, could undermine the credibility of its contributions and institutional credit. To secure its reputation and the impact of its thematic strengths, the Institute should leverage its robust internal controls to develop targeted strategies that address its external-facing vulnerabilities, particularly regarding affiliation policies and publication channel selection.
The institution exhibits a Z-score of 4.913, a figure that represents a severe discrepancy when compared to the national average of -0.062. This result indicates that the institution's activity in this area is highly atypical for its national context and requires a deep integrity assessment. While multiple affiliations can be a legitimate outcome of collaboration, such a disproportionately high rate signals a critical risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This practice is an outlier in a national environment with low risk, suggesting that internal policies or researcher behaviors diverge significantly from the country's standard. An urgent review of affiliation guidelines and collaborative agreements is necessary to ensure transparency and protect the institution's reputation.
With a Z-score of -0.287, the institution demonstrates a prudent profile, managing its processes with more rigor than the national standard (Z-score: -0.050). This low-risk signal suggests that the institution's pre-publication quality control mechanisms are effective. Retractions can sometimes signify responsible supervision through the correction of honest errors; in this case, the institution's performance indicates that systemic failures or recurring malpractice are not a concern. The data points to a healthy integrity culture where research is conducted with sufficient methodological rigor to avoid the need for frequent post-publication corrections.
The institution's Z-score of -1.299 is in the very low-risk category, showcasing a preventive isolation from the medium-risk dynamics observed at the national level (Z-score: 0.045). This result is a strong indicator of scientific openness and external validation. While a certain level of self-citation is normal, the institution actively avoids the 'echo chambers' and endogamous impact inflation that can arise from disproportionately high rates. This performance suggests that the institution's academic influence is genuinely recognized by the global community rather than being artificially sustained by internal dynamics, reflecting a robust and externally-focused research culture.
The institution's Z-score of 1.146 places it in the medium-risk category, a moderate deviation from the low-risk national average of -0.024. This suggests the center is more sensitive to risk factors related to publication venue selection than its peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence, indicating that a portion of its scientific output is channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to an urgent need to improve information literacy among its researchers to prevent the waste of resources on 'predatory' or low-quality publishing practices.
With a Z-score of -1.357, the institution demonstrates a very low-risk profile, which aligns with the low-risk national standard (Z-score: -0.721) but shows even greater control. This absence of risk signals indicates that the institution's authorship practices are sound and transparent. The data suggests that the institution effectively distinguishes between necessary large-scale collaboration and problematic 'honorary' or political authorship, thereby upholding individual accountability. This performance reflects a healthy research environment where authorship is assigned based on meaningful intellectual contribution.
The institution's Z-score of -0.591 (low risk) shows a slight divergence from the national context, where this risk is virtually non-existent (Z-score: -0.809). This signal, though minor, suggests the institution may be more reliant on external partners for its research impact than is typical in the country. A positive gap can indicate that scientific prestige is dependent and exogenous, not structural. While collaboration is essential, this finding invites a strategic reflection on whether the institution's excellence metrics are a result of its own internal capacity and intellectual leadership or are primarily driven by its positioning in collaborations led by others.
The institution shows a Z-score of -1.413, a very low-risk value that demonstrates a clear preventive isolation from the medium-risk trend observed nationally (Z-score: 0.425). This is a significant strength, indicating that the institution does not foster a culture of extreme individual publication volumes that often challenge the limits of meaningful intellectual contribution. The absence of this risk signal suggests that the institution successfully avoids potential imbalances between quantity and quality, as well as associated risks like coercive authorship or 'salami slicing,' thereby prioritizing the integrity of the scientific record over inflated metrics.
With a Z-score of -0.268, the institution's very low-risk profile is consistent with the low-risk national environment (Z-score: -0.010). This absence of risk signals is a positive indicator of good governance. By not depending on in-house journals, the institution avoids potential conflicts of interest where it would act as both judge and party in the scientific validation process. This practice ensures that its research undergoes independent external peer review, which enhances its global visibility and confirms that internal channels are not being used as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution's Z-score of -0.289 (low risk) represents a slight divergence from the national environment, which shows an almost complete absence of this risk (Z-score: -0.515). This indicates that the institution shows minor signals of risk activity that are not apparent in the rest of the country. While the level is low, the presence of any signal for 'salami slicing'—the practice of dividing a single study into minimal publishable units to inflate productivity—warrants attention. This practice can distort the scientific evidence base and overburden the peer review system, suggesting a need to reinforce policies that prioritize significant new knowledge over publication volume.
