Tianjin University of Commerce China

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.037

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.427 -0.062
Retracted Output
0.173 -0.050
Institutional Self-Citation
-0.775 0.045
Discontinued Journals Output
0.310 -0.024
Hyperauthored Output
-1.146 -0.721
Leadership Impact Gap
-0.789 -0.809
Hyperprolific Authors
0.179 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
-0.977 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Tianjin University of Commerce presents a stable and generally robust integrity profile, with an overall score of -0.037 indicating performance aligned with global standards. The institution demonstrates significant strengths in maintaining low rates of hyper-authored output, redundant publications, and output in its own journals, suggesting strong internal controls and a commitment to external validation. However, areas of moderate concern have been identified, including the rates of multiple affiliations, retracted output, and publications in discontinued journals, which point to potential vulnerabilities in authorship practices and quality assurance. According to SCImago Institutions Rankings data, the university's academic strengths are particularly notable in thematic areas such as Economics, Econometrics and Finance; Business, Management and Accounting; and Psychology. While the institution's specific mission was not available for this analysis, the identified risks—especially those related to retractions and questionable publication venues—could undermine any strategic vision centered on research excellence and social responsibility. To fortify its academic standing, it is recommended that the university leverage its robust internal governance to develop targeted policies and training that address these specific vulnerabilities, thereby ensuring its research practices fully align with its areas of thematic excellence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score for this indicator is 0.427, while the national average is -0.062. This moderate deviation suggests the university shows a greater sensitivity to risk factors in this area than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, the higher rate here warrants a review. It could signal strategic attempts to inflate institutional credit through "affiliation shopping" rather than reflecting genuine, substantive partnerships. An internal assessment is advisable to ensure that affiliation practices are transparent and directly linked to collaborative research contributions.

Rate of Retracted Output

With a Z-score of 0.173, the institution's rate of retracted publications is higher than the national average of -0.050. This discrepancy points to a potential vulnerability in the university's quality control mechanisms prior to publication, which appear to be less effective than the national standard. A rate significantly above the norm, as seen here, suggests that issues may be systemic rather than isolated. This alerts to a possible weakness in the institution's integrity culture, indicating recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent reputational damage.

Rate of Institutional Self-Citation

The institution exhibits a Z-score of -0.775, which is significantly lower than the country's medium-risk score of 0.045. This demonstrates notable institutional resilience, as the university effectively mitigates a systemic risk prevalent at the national level. A certain level of self-citation is natural, but the national trend suggests a risk of creating 'echo chambers'. By maintaining a low rate, the university shows that its academic influence is validated by the broader external community, successfully avoiding the endogamous impact inflation that can arise from excessive internal dynamics.

Rate of Output in Discontinued Journals

The university's Z-score of 0.310 for publications in discontinued journals marks a moderate deviation from the low-risk national average of -0.024. This is a critical alert regarding the due diligence applied in selecting dissemination channels. The score indicates that a portion of the university's scientific output is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality journals.

Rate of Hyper-Authored Output

With a Z-score of -1.146, the institution demonstrates an exceptionally low rate of hyper-authored output, well below the country's already low-risk score of -0.721. This low-profile consistency indicates that the university's authorship practices are well-aligned with national standards for integrity. The absence of risk signals in this area suggests a healthy research culture where author lists are appropriate for the work conducted, effectively avoiding the potential for author list inflation and ensuring that individual accountability and transparency are maintained.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -0.789 shows a slight divergence from the national Z-score of -0.809, where risk signals are almost non-existent. This small gap indicates a minor reliance on external partners for achieving research impact. While it is common for institutions to leverage collaborations, this signal suggests that the university's scientific prestige may have a component of dependency on external leadership. It is not a significant risk but invites reflection on strategies to strengthen internal capacity and ensure that excellence metrics are increasingly driven by research where the institution exercises primary intellectual leadership.

Rate of Hyperprolific Authors

The institution's Z-score of 0.179 is situated within a national context where the average score is a higher 0.425. Although both fall into a medium-risk category, the university demonstrates differentiated management by moderating a risk that appears more common across the country. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful contribution. The university's relative control suggests it is more effective than its peers at mitigating the pressures that can lead to imbalances between quantity and quality, such as coercive authorship or assigning credit without real participation.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is very low, indicating a healthier practice than the national average of -0.010. This low-profile consistency demonstrates a strong commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This ensures its scientific production is subjected to independent, external peer review, rather than using internal channels as potential 'fast tracks' that bypass standard competitive validation.

Rate of Redundant Output

With a Z-score of -0.977, the institution shows a total operational silence regarding redundant publications, performing even better than the very low-risk national average of -0.515. This exceptional result indicates a robust policy against data fragmentation or 'salami slicing.' It reflects a culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity metrics. This commitment to presenting complete research strengthens the integrity of the scientific record and demonstrates a respect for the academic review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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