| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.024 | -0.927 |
|
Retracted Output
|
-0.353 | 0.279 |
|
Institutional Self-Citation
|
0.940 | 0.520 |
|
Discontinued Journals Output
|
1.436 | 1.099 |
|
Hyperauthored Output
|
-1.289 | -1.024 |
|
Leadership Impact Gap
|
-0.844 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.029 | 0.720 |
Manipur University presents a robust integrity profile with an overall score of -0.150, reflecting a solid foundation with specific areas for strategic improvement. The institution demonstrates significant strengths in maintaining very low-risk levels for multiple affiliations, hyper-authorship, hyperprolific authors, and dependency on institutional journals, often performing better than the national standard. Furthermore, the university shows notable resilience, effectively mitigating the systemic national risks associated with retracted publications and redundant output. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Social Sciences, Pharmacology, Toxicology and Pharmaceutics, and Agricultural and Biological Sciences. However, the analysis also highlights vulnerabilities in institutional self-citation and publication in discontinued journals, where risk levels exceed the national average. These specific risks, if unaddressed, could undermine the core principles of academic excellence and social responsibility that define a university's mission, as they suggest potential insularity and a need for greater diligence in publication strategies. A proactive focus on enhancing external validation and improving information literacy regarding publication venues will be crucial for consolidating the university's scientific integrity and maximizing the global impact of its research strengths.
The institution's Z-score of -1.024 for multiple affiliations is exceptionally low, positioning it even more favorably than the already low national average of -0.927. This indicates a complete absence of risk signals in this area. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's data, however, reflects a clear and transparent affiliation policy, suggesting that institutional credit is being assigned with precision and integrity, fully aligned with best practices.
With a Z-score of -0.353, the university demonstrates a low rate of retracted publications, contrasting sharply with the medium-risk national average of 0.279. This suggests that the institution's internal quality control mechanisms are effectively mitigating the systemic pressures or vulnerabilities present in the wider national context. A high rate of retractions can suggest that quality control mechanisms prior to publication may be failing systemically. The university's performance, however, points to a healthy integrity culture where potential methodological or ethical issues are likely being identified and resolved before they lead to formal retractions, thereby safeguarding the scientific record.
The university's Z-score for institutional self-citation is 0.940, a medium-risk value that is notably higher than the national average of 0.520. This indicates that the institution is more exposed to this particular risk than its national peers. While a certain level of self-citation is natural, reflecting focused research lines, disproportionately high rates can signal concerning scientific isolation or 'echo chambers.' This elevated score warns of a potential risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than validated by broader recognition from the global scientific community, a trend that warrants further review.
At 1.436, the university's Z-score for publications in discontinued journals is in the medium-risk category and significantly exceeds the national average of 1.099. This finding suggests a heightened institutional vulnerability to publishing in questionable venues. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The university exhibits a very low Z-score of -1.289 for hyper-authored output, well below the low-risk national average of -1.024. This result demonstrates a consistent and responsible approach to authorship attribution that aligns with national standards. When this pattern appears outside 'Big Science' contexts, a high Z-score can indicate author list inflation, diluting individual accountability. The university's very low score suggests that authorship is being managed transparently and appropriately, reflecting genuine contributions rather than 'honorary' or political practices.
With a Z-score of -0.844, the university shows a very low and healthy gap between its overall publication impact and the impact of research where it holds a leadership role, performing better than the national average of -0.292. This indicates strong internal research capacity and sustainability. A very wide positive gap can signal a sustainability risk where scientific prestige is dependent and exogenous, not structural. The university's score, however, demonstrates that its scientific excellence results from real internal capacity and its ability to exercise intellectual leadership in its research.
The institution's Z-score of -1.413 for hyperprolific authors is in the very low-risk range, a stark contrast to the national average of -0.067, which sits closer to the baseline. This indicates an exemplary absence of the pressures that can lead to questionable productivity metrics. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. A high indicator in this area alerts to potential imbalances between quantity and quality. The university's very low score suggests a research environment that prioritizes the integrity of the scientific record over sheer volume.
The university's Z-score of -0.268 for output in its own journals is almost identical to the national average of -0.250, with both figures indicating very low risk. This demonstrates a complete alignment with a national environment where there is minimal reliance on internal publication channels. Excessive dependence on in-house journals raises conflicts of interest and warns of the risk of academic endogamy, where production might bypass independent external peer review. The university's data confirms that its researchers are overwhelmingly engaging with external, competitive publication venues, ensuring their work is validated by the global scientific community.
With a low-risk Z-score of -0.029, the university effectively counters the national trend, which shows a medium-risk Z-score of 0.720 for redundant publications. This strong performance suggests that institutional policies or academic culture successfully prevent practices like 'salami slicing.' A high value for this indicator alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, which distorts available scientific evidence. The university's score reflects a commitment to publishing complete, significant contributions to knowledge rather than prioritizing volume.