| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.880 | -0.927 |
|
Retracted Output
|
0.070 | 0.279 |
|
Institutional Self-Citation
|
-0.522 | 0.520 |
|
Discontinued Journals Output
|
4.595 | 1.099 |
|
Hyperauthored Output
|
-1.343 | -1.024 |
|
Leadership Impact Gap
|
-0.648 | -0.292 |
|
Hyperprolific Authors
|
-1.413 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
1.484 | 0.720 |
Acharya Nagarjuna University demonstrates a complex scientific integrity profile, with an overall score of 0.632 reflecting both significant strengths and critical areas for improvement. The institution exhibits exceptional control in areas such as multiple affiliations, hyper-authorship, and the use of institutional journals, indicating a solid foundation in authorship and collaboration ethics. Furthermore, it shows commendable resilience by maintaining low rates of institutional self-citation and a healthy balance in its research impact leadership, outperforming national trends. However, these strengths are critically undermined by a significant-risk Z-score in publications within discontinued journals, a practice that severely threatens reputational integrity and resource allocation. This, coupled with a higher-than-average tendency towards redundant publications, suggests a potential misalignment between productivity pressures and quality control. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Biochemistry, Genetics and Molecular Biology, Pharmacology, Toxicology and Pharmaceutics, Physics and Astronomy, and Chemistry. The identified risk of publishing in low-quality venues directly contradicts the institutional mission to create a "bank of human talent" that serves as an "investment for a prosperous society," as it channels valuable research into non-impactful outlets. To fully leverage its thematic strengths and align its practices with its mission, the university is advised to urgently implement a strategic plan focused on enhancing information literacy and reinforcing quality assurance in its publication processes.
The institution's Z-score of -0.880 is in close alignment with the national average of -0.927, reflecting a shared environment of maximum scientific security in this area. This synchrony indicates that the university's affiliation practices are consistent with the national standard, showing no signals of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” The complete absence of risk signals demonstrates a robust and transparent approach to declaring institutional collaborations and researcher mobility.
With a Z-score of 0.070, the institution demonstrates more effective management of publication quality compared to the national average of 0.279. While retractions are complex events, this lower value suggests that the university's pre-publication quality control mechanisms are more successful in mitigating the systemic risks observed elsewhere in the country. This differentiated performance indicates a stronger institutional culture of integrity and methodological rigor, reducing the frequency of recurring malpractice or unintentional errors that lead to retractions.
The university exhibits strong institutional resilience with a Z-score of -0.522, in stark contrast to the medium-risk national average of 0.520. This result indicates that the institution's control mechanisms effectively mitigate the systemic risk of endogamous impact inflation prevalent in the country. By avoiding the 'echo chambers' where work is validated without sufficient external scrutiny, the university demonstrates that its academic influence is driven by genuine recognition from the global community rather than being oversized by internal dynamics.
The institution's Z-score of 4.595 is a critical alert, significantly amplifying the vulnerabilities already present in the national system (Z-score 1.099). This extremely high value constitutes a severe reputational risk, indicating that a substantial portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice suggests an urgent and systemic need to improve due diligence and information literacy among researchers to avoid wasting intellectual and financial resources on 'predatory' or low-quality dissemination channels.
The institution's Z-score of -1.343, compared to the country's score of -1.024, demonstrates a low-profile consistency where the absence of risk signals aligns with, and even improves upon, the national standard. This very low rate indicates a healthy authorship culture that is not prone to author list inflation. The data suggests that authorship is assigned transparently and responsibly, effectively distinguishing legitimate collaboration from 'honorary' or political authorship practices that can dilute individual accountability.
With a Z-score of -0.648, the institution displays a prudent profile, managing its research collaborations with more rigor than the national standard (Z-score -0.292). This healthier balance suggests that the university's scientific prestige is not overly dependent on external partners where it does not exercise intellectual leadership. The result points to a strong and sustainable internal capacity for generating impactful research, reducing the risk of relying on strategic positioning in collaborations to build its reputation.
The university's Z-score of -1.413 signals a complete absence of risk in this area, a positive finding that contrasts with the low-level risk observed nationally (Z-score -0.067). This low-profile consistency indicates a healthy balance between productivity and quality, with no evidence of extreme individual publication volumes that would challenge the limits of meaningful intellectual contribution. This suggests the institution is free from dynamics such as coercive authorship or the assignment of authorship without real participation, prioritizing the integrity of the scientific record over pure metrics.
The institution's Z-score of -0.268 is in total alignment with the national average of -0.250, demonstrating integrity synchrony within a secure environment. This indicates that the university does not rely on its in-house journals for publication, thereby avoiding potential conflicts of interest where the institution would act as both judge and party. This commitment to external, independent peer review enhances the global visibility and competitive validation of its research, steering clear of academic endogamy or the use of internal channels as 'fast tracks' to inflate productivity.
With a Z-score of 1.484, the institution shows a higher exposure to this risk compared to the national average of 0.720. This indicates that the university is more prone to publishing fragmented data or 'salami slicing' than its peers. This practice, which involves dividing a coherent study into minimal publishable units to artificially inflate productivity, is a significant concern. It alerts to a potential prioritization of volume over the generation of significant new knowledge, which can distort the available scientific evidence and overburden the peer review system.