| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.507 | -0.927 |
|
Retracted Output
|
0.014 | 0.279 |
|
Institutional Self-Citation
|
-1.152 | 0.520 |
|
Discontinued Journals Output
|
3.833 | 1.099 |
|
Hyperauthored Output
|
-1.401 | -1.024 |
|
Leadership Impact Gap
|
1.068 | -0.292 |
|
Hyperprolific Authors
|
1.336 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.240 | 0.720 |
Maharishi University of Information Technology demonstrates a complex integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities. With an overall score of 0.640, the institution exhibits profound strengths in maintaining low rates of multiple affiliations, institutional self-citation, hyper-authored output, and publication in its own journals, indicating robust internal controls against common integrity risks. These strengths are foundational to its academic reputation, which is further supported by its notable national rankings in several thematic areas according to SCImago Institutions Rankings data, including Earth and Planetary Sciences, Business, Management and Accounting, and Environmental Science. However, this positive performance is critically undermined by a significant-risk score in publishing in discontinued journals and medium-risk signals related to hyperprolific authors and a dependency on external collaborations for impact. These weaknesses directly challenge the university's mission to foster individuals who are "intellectually enlightened" and "morally sound," as they suggest a potential prioritization of publication volume over scientific quality and due diligence. To fully align its operational practices with its aspirational mission, it is recommended that the institution urgently address these specific risk areas, thereby reinforcing its commitment to genuine academic excellence and social responsibility.
The institution presents a Z-score of -1.507, which is notably lower than the national average of -0.927. This result indicates an exceptionally clear and transparent approach to academic affiliations. In a national context already characterized by very low risk, the university's even lower score signifies a complete absence of signals related to strategic "affiliation shopping" or attempts to artificially inflate institutional credit. The data reflects an operational standard of the highest integrity, where researcher affiliations are managed with exemplary clarity.
With a Z-score of 0.014, the institution operates at a medium risk level, a condition shared with the national environment (Z-score 0.279). However, the university's significantly lower score suggests a more effective management of this risk. While retractions can signal failures in pre-publication quality control, this institution demonstrates a capacity to moderate the issue more successfully than its national peers. This indicates that its internal review and supervision mechanisms, while not infallible, are providing a better defense against the systemic vulnerabilities that lead to retractions.
The institution's Z-score of -1.152 contrasts sharply with the country's medium-risk score of 0.520. This demonstrates a commendable disconnection from the national trend, indicating that the university successfully avoids the risks of scientific isolation. A certain level of self-citation is natural, but the institution's very low rate shows it is not operating within an 'echo chamber' or inflating its impact through endogamous practices. Instead, its work is validated through broad engagement with the external scientific community, reflecting a healthy and globally integrated research culture.
The institution exhibits a critical alert with a Z-score of 3.833, a figure that significantly amplifies the medium-risk vulnerability observed at the national level (Z-score 1.099). This high score indicates that a substantial portion of the university's 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 and systemic failure in due diligence when selecting publication venues. An immediate review of information literacy and publication policies is required to prevent the continued waste of resources on 'predatory' or low-quality outlets.
With a Z-score of -1.401, the institution demonstrates an absence of risk signals related to hyper-authorship, performing even better than the low-risk national average of -1.024. This low-profile consistency reflects a healthy and transparent culture of authorship attribution. The data suggests the university effectively distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorships, thereby ensuring that author lists accurately reflect meaningful contributions and individual accountability is maintained.
The institution's Z-score of 1.068 marks a moderate deviation from the national average of -0.292, indicating a greater sensitivity to this risk factor. This positive gap suggests that the university's overall scientific prestige is disproportionately dependent on research where it does not hold intellectual leadership. This signals a potential sustainability risk, as its impact appears more exogenous and strategic rather than a result of its own structural capacity. This finding invites a strategic reflection on how to foster and strengthen high-impact, internally-led research lines to ensure long-term academic sovereignty.
The university shows a Z-score of 1.336, a medium-risk signal that moderately deviates from the low-risk national standard (-0.067). This indicates a higher-than-average concentration of authors with extreme publication volumes. Such a pattern raises concerns about a potential imbalance between quantity and quality, as it challenges the limits of meaningful intellectual contribution. This alert points to possible risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record, warranting a closer review of productivity expectations and authorship practices.
The institution's Z-score of -0.268 is in near-perfect alignment with the country's Z-score of -0.250, demonstrating integrity synchrony in an environment of maximum scientific security. This alignment shows a shared commitment to avoiding the potential conflicts of interest and academic endogamy associated with excessive reliance on in-house journals. By favoring external, independent peer review, the university ensures its research is validated against global standards and enhances its international visibility, steering clear of using internal channels as 'fast tracks' for publication.
With a Z-score of -0.240, the institution displays notable resilience against a risk that is more prevalent at the national level (Z-score 0.720). This low score indicates that the university's control mechanisms are effectively mitigating the practice of 'salami slicing,' where studies are fragmented into minimal units to inflate publication counts. By resisting this trend, the institution promotes the dissemination of more coherent and significant research, contributing to the scientific record with substance rather than volume and avoiding an unnecessary burden on the peer-review system.
