| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.515 | -0.927 |
|
Retracted Output
|
0.023 | 0.279 |
|
Institutional Self-Citation
|
-0.546 | 0.520 |
|
Discontinued Journals Output
|
-0.039 | 1.099 |
|
Hyperauthored Output
|
-1.041 | -1.024 |
|
Leadership Impact Gap
|
0.390 | -0.292 |
|
Hyperprolific Authors
|
-0.781 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.612 | 0.720 |
Jawaharlal Nehru University demonstrates a robust scientific integrity profile, reflected in an overall low-risk score of -0.248. The institution's primary strengths lie in its exceptional control over publication practices, with very low to low risk levels in areas such as Redundant Output, Institutional Self-Citation, and Output in Discontinued Journals, where it significantly outperforms national averages. These strengths are foundational to its academic reputation. However, two areas warrant strategic attention: a medium-risk signal for Retracted Output and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Economics, Econometrics and Finance (ranked 9th), Arts and Humanities (18th), and Social Sciences (21st). While a specific mission statement was not available for analysis, the identified risks, particularly the dependency on external leadership for impact, could challenge the universal academic goals of fostering sovereign excellence and ensuring long-term scientific sustainability. Addressing these vulnerabilities will be key to aligning its operational reality with its clear thematic leadership, thereby reinforcing its commitment to producing research of the highest quality and social relevance.
The institution presents a Z-score of -0.515, while the national average is -0.927. This indicates a slight divergence from the national context, where the university shows low but discernible signals of this activity in an environment where it is almost non-existent. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation from the national baseline suggests that monitoring these practices is prudent to ensure they consistently reflect genuine collaboration rather than strategic attempts to inflate institutional credit through “affiliation shopping”.
With a Z-score of 0.023, the institution's rate of retracted output is situated at a medium-risk level, which is consistent with the national trend (Z-score of 0.279). However, the university's score is notably lower than the country's average, suggesting a more effective management of this risk. This indicates that while the institution is not immune to a common challenge, its internal processes may be more adept at moderating it. Retractions are complex events, but a rate at this level, even if better than the national standard, suggests that quality control mechanisms prior to publication could be further strengthened to prevent potential systemic failures or recurring malpractice.
The institution demonstrates significant resilience with a low-risk Z-score of -0.546, contrasting sharply with the medium-risk national average of 0.520. This performance indicates that the university's internal control mechanisms are effectively mitigating the systemic risks of self-citation prevalent in the country. A certain level of self-citation is natural, but the university’s low rate confirms it is successfully avoiding the creation of scientific 'echo chambers'. This ensures its academic influence is validated by the global community rather than being oversized by internal dynamics, thereby preventing endogamous impact inflation.
The university shows strong institutional resilience, maintaining a low-risk Z-score of -0.039 in an environment where the national average indicates a medium-risk vulnerability (Z-score of 1.099). This performance suggests the institution acts as an effective filter, protecting its research output from problematic publication channels. A high proportion of publications in such journals can be a critical alert regarding due diligence, and the university's low score indicates that its researchers are successfully channeling their work through media that meet international ethical and quality standards, thus avoiding severe reputational risks and the wasting of resources on 'predatory' practices.
The institution's Z-score of -1.041 for hyper-authored output is in close alignment with the national average of -1.024, indicating a level of statistical normality for its context. This low-risk profile is as expected and suggests that the university's collaborative authorship practices are consistent with national standards. This alignment confirms the absence of widespread author list inflation, which can dilute individual accountability. The data suggests that authorship patterns are appropriate for the disciplines involved and do not point towards the use of 'honorary' or political authorship.
The institution exhibits a moderate deviation from the national standard, with a medium-risk Z-score of 0.390 compared to the country's low-risk average of -0.292. This suggests the university is more sensitive to this particular risk factor than its peers. The positive gap indicates that while the institution's overall impact is significant, the impact of research led by its own authors is comparatively lower. This signals a potential sustainability risk, suggesting that its scientific prestige may be dependent and exogenous, not fully structural. It invites reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
With a Z-score of -0.781, the institution demonstrates a prudent profile that is significantly more rigorous than the national standard (Z-score of -0.067). This superior performance indicates that the university manages its authorship processes with greater control than its national peers. While high productivity can be legitimate, extreme volumes can challenge the limits of meaningful intellectual contribution. The university's low score suggests a healthy institutional balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.
The institution's Z-score of -0.268 is in near-perfect alignment with the country's average of -0.250, reflecting a state of integrity synchrony within a very low-risk environment. This demonstrates a shared commitment to avoiding potential conflicts of interest that arise when an institution acts as both judge and party in the publication process. By minimizing reliance on in-house journals, the university avoids the risk of academic endogamy and ensures its scientific production undergoes independent external peer review, which is essential for maintaining global visibility and competitive validation.
The university achieves a state of preventive isolation, with a very low-risk Z-score of -0.612, in stark contrast to the medium-risk dynamic observed at the national level (Z-score of 0.720). This exceptional result indicates that the institution does not replicate the risk behaviors present in its wider environment. A high rate of redundant output typically points to the practice of dividing a single study into 'minimal publishable units' to artificially inflate productivity. The university's very low score signals a strong institutional culture that prioritizes the generation of significant new knowledge over the distortion of the scientific record for metric-driven gains.
