| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.884 | -0.062 |
|
Retracted Output
|
-0.578 | -0.050 |
|
Institutional Self-Citation
|
-1.152 | 0.045 |
|
Discontinued Journals Output
|
1.645 | -0.024 |
|
Hyperauthored Output
|
-1.292 | -0.721 |
|
Leadership Impact Gap
|
0.725 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.433 | -0.515 |
Longdong University presents a robust scientific integrity profile, marked by exceptional performance in areas of individual research conduct and internal validation, alongside specific strategic vulnerabilities that require attention. With an overall integrity score of -0.032, the institution demonstrates a strong foundation, particularly in its very low rates of retracted output, institutional self-citation, hyper-authored publications, and hyperprolific authors. These strengths indicate a culture that prioritizes quality control and external validation over internal metrics. This solid base supports the university's notable academic positioning, with the SCImago Institutions Rankings highlighting its strengths in Mathematics, Earth and Planetary Sciences, Energy, and Agricultural and Biological Sciences. However, this profile is contrasted by medium-risk indicators related to multiple affiliations, publication in discontinued journals, and a significant gap between its overall impact and the impact of research where it holds leadership. These challenges suggest that while individual integrity is high, institutional strategies may lead to reputational risk and a dependency on external partners. To fully realize a mission of academic excellence and social responsibility, it is crucial to align these strategic practices with the institution's demonstrated operational integrity. A proactive focus on enhancing publication channel vetting and fostering genuine intellectual leadership will ensure its strong research outputs translate into sustainable, self-driven institutional prestige.
The institution exhibits a Z-score of 0.884, a notable contrast to the national average of -0.062. This moderate deviation from the national norm suggests the university is more sensitive to risk factors associated with co-authorship and institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the significantly higher rate at this institution warrants a review. It could signal strategic attempts to inflate institutional credit through "affiliation shopping," a practice that appears more pronounced here than among its national peers and could dilute the perceived contribution of the university's core research staff.
With a Z-score of -0.578, the institution demonstrates an exceptionally low rate of retracted publications, performing even better than the low-risk national average of -0.050. This result points to a low-profile consistency, where the absence of risk signals aligns with and surpasses the national standard. It suggests that the university's quality control mechanisms prior to publication are highly effective and that its integrity culture successfully prevents the type of recurring malpractice or lack of methodological rigor that can lead to systemic retractions. This is a clear indicator of responsible supervision and a commitment to producing reliable scientific work.
The institution's Z-score of -1.152 is exceptionally low, indicating a state of preventive isolation from the risk dynamics observed nationally, where the average score is 0.045. A certain level of self-citation is natural, but the national context shows a tendency towards internal validation. In contrast, this university actively avoids creating scientific "echo chambers." This very low rate demonstrates a strong reliance on external scrutiny and global community recognition for impact, suggesting that its academic influence is earned through broad engagement rather than being inflated by endogamous internal dynamics.
The institution's Z-score of 1.645 represents a moderate deviation from the national average of -0.024, indicating a greater sensitivity to this particular risk. This score is a critical alert regarding the due diligence applied in selecting dissemination channels. It suggests that a significant portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy among its researchers to avoid wasting resources on "predatory" or low-quality publication outlets.
The institution's Z-score of -1.292 is well below the national average of -0.721, reflecting a commendable low-profile consistency in authorship practices. This absence of risk signals, which is even more pronounced than the national standard, indicates that the university effectively distinguishes between necessary massive collaboration and "honorary" or political authorship. The data suggests a culture of transparency and accountability in assigning authorship, successfully avoiding the risk of author list inflation that can dilute individual responsibility.
A Z-score of 0.725 in this indicator constitutes a monitoring alert, as it represents an unusual risk level when compared to the national standard of -0.809. This very wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige is highly dependent and exogenous. While it is common for institutions to leverage external partners, this value indicates that a significant portion of its measured excellence may result from strategic positioning in collaborations where the university does not exercise intellectual leadership. This requires a review of causes to ensure that institutional prestige is built upon real internal capacity and not primarily on the reflected impact of its partners.
The institution's Z-score of -1.413 is exceptionally low, demonstrating a clear preventive isolation from a vulnerability present in the national system, which has a medium-risk average of 0.425. This result indicates that the university effectively avoids imbalances between quantity and quality in its research output. The absence of hyperprolific authors suggests a healthy research environment that discourages practices such as coercive authorship or "salami slicing," thereby prioritizing the integrity of the scientific record over the simple inflation of publication metrics—a standard that sets it apart from the wider national trend.
With a Z-score of -0.268, which is slightly below the national average of -0.010, the institution shows a low-profile consistency in its publication practices. This result indicates that the university avoids excessive dependence on its own journals, thus mitigating potential conflicts of interest where an institution acts as both judge and party. By not using internal channels as "fast tracks" to inflate publication counts, the institution demonstrates a commitment to independent external peer review, which enhances the global visibility and competitive validation of its scientific production, aligning perfectly with the national standard.
The institution's Z-score of -0.433 indicates a slight divergence from the national context, where the average score is -0.515. While the risk level is low, the data shows that the university is the first to present signals of this activity in an otherwise inert national environment. This finding suggests an incipient vulnerability to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as "salami slicing." Although not a pressing concern, this signal warrants monitoring to ensure that the focus remains on producing significant new knowledge rather than prioritizing publication volume.
