| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.043 | -0.062 |
|
Retracted Output
|
-0.493 | -0.050 |
|
Institutional Self-Citation
|
-0.933 | 0.045 |
|
Discontinued Journals Output
|
2.895 | -0.024 |
|
Hyperauthored Output
|
-1.130 | -0.721 |
|
Leadership Impact Gap
|
-0.923 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.674 | -0.515 |
Qiqihar Medical University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of 0.075. The institution exhibits exceptional control over the vast majority of integrity indicators, with performance often exceeding national benchmarks and indicating a culture of responsible research conduct. This strong foundation is particularly evident in areas such as the near-absence of retractions, hyperprolific authorship, and institutional self-citation, suggesting that the university's research is validated externally and prioritizes quality over sheer volume. The university's thematic strengths, as highlighted by SCImago Institutions Rankings data, are concentrated in Pharmacology, Toxicology and Pharmaceutics, Chemistry, and Medicine. However, a single critical vulnerability—a significant rate of publication in discontinued journals—presents a severe discrepancy with its otherwise healthy profile. This practice directly threatens the university's mission of achieving excellence and social responsibility, as it risks undermining the credibility of its strong research areas by associating them with low-quality or predatory dissemination channels. To fully align its operational practices with its academic ambitions, it is imperative that the institution addresses this isolated but critical issue, thereby safeguarding its reputation and ensuring its scientific contributions achieve their deserved global impact.
The institution's Z-score of -0.043 for this indicator is statistically normal and aligns closely with the national average for China (Z-score: -0.062). This alignment suggests that the university's collaborative patterns and researcher affiliation practices are consistent with the expected standards and dynamics within its national context. While multiple affiliations can sometimes be used to inflate institutional credit, the current low-risk level indicates that the university's engagement in partnerships and dual appointments reflects legitimate scientific collaboration rather than strategic manipulation.
With a Z-score of -0.493, the institution demonstrates a near-total absence of retracted publications, a figure that is significantly more favorable than the already low-risk national average (Z-score: -0.050). This low-profile consistency is a strong positive signal. Retractions can be complex, but a rate this far below the norm suggests that the university's quality control mechanisms, peer review processes, and methodological supervision prior to publication are exceptionally effective, preventing the systemic failures that can lead to post-publication corrections and safeguarding its scientific record.
The university exhibits a Z-score of -0.933, indicating a very low rate of institutional self-citation, which contrasts sharply with the medium-risk trend observed nationally (Z-score: 0.045). This demonstrates a form of preventive isolation, where the institution successfully avoids the risk dynamics prevalent in its environment. A certain level of self-citation is natural, but this exceptionally low value is a powerful indicator that the university's work is validated by the broader international scientific community, not confined to an internal 'echo chamber.' This external scrutiny confirms that its academic influence is built on global recognition rather than endogamous impact inflation.
A Z-score of 2.895 places the institution at a significant risk level, creating a severe discrepancy when compared to the low-risk national average (Z-score: -0.024). This atypical and high-risk activity requires a deep integrity assessment. This indicator is a critical alert regarding the institution's due diligence in selecting dissemination channels. The high score indicates that a significant portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and suggests an urgent need to improve information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.
The institution's Z-score of -1.130 is in the very low-risk category, aligning well with the low-risk national context in China (Z-score: -0.721). This low-profile consistency suggests that authorship practices at the university are transparent and accountable. The absence of signals for this indicator confirms that the institution is not showing patterns of author list inflation or 'honorary' authorships, which can dilute individual responsibility. This reflects a healthy approach to assigning credit for scientific work, grounded in genuine contribution.
With a Z-score of -0.923, the institution shows a total operational silence in this area, performing even better than the very low-risk national average (Z-score: -0.809). This is an outstanding result, indicating that the university's scientific prestige is structural and sustainable, not dependent on external partners. The minimal gap demonstrates that the impact of its research is driven by projects where its own researchers exercise intellectual leadership. This reflects a strong internal capacity for generating high-quality, influential science independently.
The institution's Z-score of -1.413 is exceptionally low, indicating a complete absence of hyperprolific authors. This represents a clear preventive isolation from the medium-risk trend observed across China (Z-score: 0.425). This result strongly suggests a healthy institutional culture that prioritizes the quality and integrity of the scientific record over sheer publication volume. It signals an absence of concerning dynamics such as coercive authorship or the assignment of credit without meaningful participation, reinforcing a commitment to responsible and realistic research productivity.
With a Z-score of -0.268, the university's rate of publication in its own journals is very low, a finding consistent with the low-risk national standard (Z-score: -0.010). This alignment is a positive sign of good governance. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and ensures its research undergoes independent external peer review. This practice enhances the global visibility and credibility of its scientific output, demonstrating a commitment to validation by the international community rather than relying on internal 'fast tracks'.
The institution shows total operational silence on this indicator with a Z-score of -0.674, a value even more favorable than the already very low national average (Z-score: -0.515). This near-absence of redundant publications is a strong indicator of scientific integrity. It suggests that researchers are focused on producing coherent, significant studies rather than artificially inflating their productivity by fragmenting a single body of work into 'minimal publishable units.' This practice respects the scientific record and the peer review system by prioritizing the generation of new knowledge over metric-driven incentives.
