| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.148 | -0.062 |
|
Retracted Output
|
-0.597 | -0.050 |
|
Institutional Self-Citation
|
-1.533 | 0.045 |
|
Discontinued Journals Output
|
2.720 | -0.024 |
|
Hyperauthored Output
|
-1.211 | -0.721 |
|
Leadership Impact Gap
|
-0.528 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.200 | -0.515 |
Guangzhou Sport University presents a strong overall profile in scientific integrity, characterized by a low aggregate risk score of 0.038. This performance is anchored in exceptional control over multiple key indicators, including a near-zero rate of retracted output, institutional self-citation, hyper-authored output, and hyperprolific authors. These strengths suggest robust internal governance and a culture that prioritizes quality and external validation. However, this solid foundation is contrasted by two significant vulnerabilities: a 'significant' risk level in publishing in discontinued journals and a 'medium' risk in the rate of multiple affiliations, which deviate notably from national trends. According to SCImago Institutions Rankings data, the university demonstrates notable research capacity in areas such as Pharmacology, Toxicology and Pharmaceutics, Medicine, and Psychology. While a specific mission statement was not available for analysis, any institutional commitment to excellence and social responsibility is inherently challenged by practices that compromise research quality. The high rate of publication in questionable journals, in particular, risks reputational damage and misallocation of resources, undermining the credibility of its thematic strengths. To fully align its operational practices with its research ambitions, the university is advised to undertake a targeted review of its journal selection and affiliation policies, thereby reinforcing its already commendable integrity framework.
The institution's Z-score of 0.148 for this indicator shows a moderate deviation from the national average of -0.062. This suggests that the university exhibits a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed higher rate warrants a review. It could signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that appears less common across the country and could misrepresent the institution's collaborative footprint.
With a Z-score of -0.597, the institution demonstrates an exceptionally low rate of retracted publications, a figure that aligns well with the low-risk national standard (Z-score: -0.050). This low-profile consistency indicates that the university's pre-publication quality control mechanisms are robust and effective. The absence of significant risk signals in this area is a positive sign of a healthy integrity culture, where responsible supervision and methodological rigor successfully prevent the types of errors or malpractice that lead to retractions.
The university exhibits preventive isolation from national risk dynamics, with an institutional Z-score of -1.533 compared to the country's medium-risk score of 0.045. This result is a significant strength, indicating that the institution does not replicate the self-referential tendencies observed elsewhere in its environment. A certain level of self-citation is natural, but by maintaining a very low rate, the university actively avoids the creation of scientific 'echo chambers.' This commitment to external scrutiny ensures its academic influence is validated by the global community rather than being inflated by internal dynamics.
A severe discrepancy exists between the institution's performance and the national standard, with a Z-score of 2.720 placing it at a significant risk level, in stark contrast to the country's low-risk average of -0.024. This atypical risk activity is a critical alert that requires a deep integrity assessment. A high proportion of publications in journals that do not meet international ethical or quality standards exposes the institution to severe reputational damage. This suggests a systemic vulnerability in the due diligence process for selecting dissemination channels and highlights an urgent need for enhanced information literacy to prevent the waste of research resources on predatory or low-quality practices.
The institution's Z-score of -1.211 reflects a very low risk, consistent with the national average of -0.721. This alignment demonstrates that the university's authorship practices are in line with the country's low-risk standard. The absence of signals related to author list inflation suggests a culture of transparency and accountability, where authorship is likely assigned based on meaningful contributions rather than diluted by 'honorary' or political practices.
A slight divergence is noted in this indicator, where the institution's Z-score of -0.528 indicates a low risk, yet it is higher than the country's very low-risk baseline of -0.809. This suggests the emergence of a minor risk signal that is not prevalent across the rest of the country. The small positive gap implies that the institution's scientific prestige may be slightly more dependent on external collaborations where it does not exercise intellectual leadership. While not a critical concern, this invites reflection on strategies to strengthen internal research capacity to ensure that its reputation for excellence is both structural and sustainable.
The university demonstrates a clear preventive isolation from a vulnerability present in the national system, with a Z-score of -1.413 against a national average of 0.425 (medium risk). This indicates that the institution effectively resists the trend towards extreme individual publication volumes. By maintaining this very low rate, the university fosters a healthy balance between quantity and quality, avoiding the risks of coercive authorship or the assignment of credit without real participation. This performance suggests a culture that prioritizes the integrity of the scientific record over the simple inflation of metrics.
With a Z-score of -0.268, the institution's risk profile is very low and consistent with the national standard (-0.010). This alignment shows a shared commitment to avoiding academic endogamy. By not relying excessively on its own journals, the university ensures its scientific production undergoes independent external peer review, which is crucial for global visibility and competitive validation. This practice mitigates the conflict of interest that arises when an institution acts as both judge and party in the publication process.
The institution shows a slight divergence from the national norm, with a Z-score of -0.200 indicating a low risk, whereas the country average is -0.515 (very low risk). This suggests the presence of incipient signals of risk activity that are not apparent in the broader national context. This minor tendency towards bibliographic overlap could indicate early signs of data fragmentation or 'salami slicing'—the practice of dividing a study into minimal publishable units to artificially inflate productivity. While the current level is low, it warrants monitoring to ensure that research contributions remain substantive and do not overburden the review system with redundant content.
