| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.079 | -0.927 |
|
Retracted Output
|
-0.418 | 0.279 |
|
Institutional Self-Citation
|
0.005 | 0.520 |
|
Discontinued Journals Output
|
1.044 | 1.099 |
|
Hyperauthored Output
|
-1.009 | -1.024 |
|
Leadership Impact Gap
|
-0.910 | -0.292 |
|
Hyperprolific Authors
|
-0.536 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.004 | 0.720 |
Mizoram University presents a robust and well-balanced scientific integrity profile, with an overall score of -0.201 that indicates performance generally exceeding national benchmarks. The institution's primary strengths lie in its exceptional control over potential malpractice, demonstrating virtually non-existent risk signals in the Rate of Retracted Output, Rate of Multiple Affiliations, and Rate of Output in Institutional Journals. Furthermore, it shows remarkable resilience against national trends in redundant publications and a strong capacity for independent intellectual leadership. The main areas for strategic attention are the Rate of Output in Discontinued Journals and the Rate of Institutional Self-Citation, which, despite being managed better than the national average, represent the institution's most significant vulnerabilities. This solid integrity framework supports the university's recognized thematic strengths, as highlighted by SCImago Institutions Rankings data, where it holds prominent national positions in Social Sciences (ranked 36th in India), Economics, Econometrics and Finance (86th), Medicine (91st), and Environmental Science (95th). While the institutional mission was not available for this analysis, any commitment to academic excellence and social responsibility is fundamentally upheld by such a strong integrity culture. However, risks like publishing in low-quality journals could undermine this pursuit. The university is in an excellent position to build on its solid foundation; a proactive strategy should now focus on reinforcing due diligence in publication channel selection to ensure its thematic leadership is built upon a foundation of unimpeachable global credibility.
The institution's Z-score of -1.079, compared to the national average of -0.927, reflects a complete absence of risk signals in this area, indicating performance that is even more rigorous than the already low-risk national context. This demonstrates highly transparent and well-managed affiliation practices. While multiple affiliations can be a legitimate outcome of collaboration, the university's exceptionally low rate confirms it avoids any practices that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping," ensuring clear and unambiguous attribution of its research output.
Mizoram University effectively insulates itself from the risk dynamics observed at a national level, showcasing a strong culture of preventive quality control. With a Z-score of -0.418 in a country with a medium-risk average of 0.279, the institution demonstrates that its pre-publication review and supervision mechanisms are robust. A high rate of retractions can suggest systemic failures in methodological rigor or integrity. The university's very low score indicates that it successfully prevents such issues, treating retractions as rare events for honest correction rather than symptoms of recurring malpractice, thereby protecting its scientific record.
The university demonstrates effective and differentiated management of a risk that is common throughout the country. Its Z-score of 0.005 is significantly lower than the national average of 0.520, indicating a successful moderation of the tendency toward institutional self-citation. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation or 'echo chambers.' By maintaining a low rate, the institution avoids the risk of endogamous impact inflation, ensuring its academic influence is validated by the global community rather than being oversized by internal dynamics.
While operating in a national context where publishing in discontinued journals is a medium-level risk, the institution shows slightly better control, with a Z-score of 1.044 compared to the country's 1.099. Nonetheless, this score represents a critical alert regarding due diligence in selecting dissemination channels. A high proportion of output in such journals indicates that research is being channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality practices.
The institution's risk level in this area is low, but its Z-score of -1.009 is slightly higher than the national average of -1.024, pointing to an incipient vulnerability that warrants review. While extensive author lists are legitimate in 'Big Science,' a higher-than-average rate outside these contexts can indicate author list inflation, which dilutes individual accountability. This subtle signal suggests a need to ensure that all authorship is based on meaningful contributions, distinguishing clearly between necessary massive collaboration and potentially 'honorary' practices.
The institution demonstrates a healthy and sustainable model of scientific impact, with a Z-score of -0.910 that is significantly better than the national low-risk average of -0.292. This near-zero gap indicates that the impact of research led by the institution is consistent with the impact of its collaborative output. A wide positive gap can signal that prestige is dependent on external partners rather than internal capacity. The university's excellent result confirms that its scientific standing is structural and derives from genuine internal capabilities, showcasing strong intellectual leadership.
The institution manages author productivity with more rigor than the national standard, as shown by its Z-score of -0.536, which is considerably lower than the country's average of -0.067. This prudent profile effectively mitigates the risks associated with extreme individual publication volumes. Such volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or 'salami slicing.' The university's low score suggests a healthy balance between quantity and quality, prioritizing the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, slightly below the country's very low average of -0.250, the institution shows a complete absence of risk signals in this indicator. This demonstrates a clear commitment to external validation and global visibility. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The university's practice of publishing externally ensures its research is subject to standard competitive validation, avoiding the use of internal channels as potential 'fast tracks' to inflate publication counts.
The institution exhibits remarkable resilience against a risk that is systemically present at the national level. Its Z-score of -0.004 stands in stark contrast to the country's medium-risk average of 0.720, indicating that its internal control mechanisms are highly effective. A high rate of bibliographic overlap often points to 'salami slicing'—the practice of fragmenting a single study into minimal units to artificially inflate productivity. The university's negligible score demonstrates a commitment to publishing significant, coherent new knowledge, thereby strengthening the scientific evidence base and respecting the academic review system.
