Jawaharlal Nehru Technological University, Hyderabad

Region/Country

Asiatic Region
India
Universities and research institutions

Overall

1.455

Integrity Risk

significant

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.006 -0.927
Retracted Output
3.648 0.279
Institutional Self-Citation
-0.945 0.520
Discontinued Journals Output
3.120 1.099
Hyperauthored Output
-1.356 -1.024
Leadership Impact Gap
-0.606 -0.292
Hyperprolific Authors
-1.255 -0.067
Institutional Journal Output
-0.268 -0.250
Redundant Output
0.674 0.720
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Jawaharlal Nehru Technological University, Hyderabad presents a dual profile in scientific integrity, with an overall risk score of 1.455. The institution demonstrates exceptional control in several key areas, including very low rates of institutional self-citation, hyper-authored output, and hyperprolific authors, which points to a robust culture of external validation and individual accountability. However, this strong foundation is contrasted by significant vulnerabilities, most notably in the rates of retracted output and publications in discontinued journals, which are alarmingly high compared to national benchmarks. These critical risks, alongside a moderate concern in multiple affiliations, challenge the university's mission to generate knowledge "for the benefit of the state... and the country." High retraction rates and reliance on substandard journals undermine the reliability and impact of research, contradicting the core objective of societal benefit. The university's strong performance in key research areas, as evidenced by its SCImago Institutions Rankings in Earth and Planetary Sciences, Physics and Astronomy, and Environmental Science, provides a solid platform for growth. To fully align its practices with its mission, it is recommended that the institution leverage its evident strengths to implement targeted interventions, focusing on enhancing pre-publication quality control and promoting strategic journal selection to safeguard its academic reputation and ensure its contributions are both valuable and enduring.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.006, a stark contrast to the national average of -0.927. This discrepancy signals a monitoring alert, as the university shows a risk level that is highly unusual for the national standard and requires a review of its underlying causes. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate can suggest strategic efforts to inflate institutional credit or "affiliation shopping." The university's deviation from the very low-risk national profile indicates that its affiliation patterns are atypical and warrant closer examination to ensure they reflect genuine scientific partnerships rather than practices aimed at artificially boosting institutional metrics.

Rate of Retracted Output

With a Z-score of 3.648, the institution significantly exceeds the national average of 0.279. This indicates a risk accentuation, where the university appears to amplify vulnerabilities already present in the national scientific system. Retractions are complex events, and while some reflect the responsible correction of honest errors, a rate this high suggests that pre-publication quality control mechanisms may be systemically failing. This value serves as a critical alert to a vulnerability in the institution's integrity culture, pointing towards possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further damage to its scientific credibility.

Rate of Institutional Self-Citation

The institution's Z-score of -0.945 is exceptionally low, particularly when compared to the national average of 0.520, which falls in the medium-risk category. This demonstrates a case of preventive isolation, where the university successfully avoids replicating risk dynamics prevalent in its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's very low rate shows a strong commitment to external validation, effectively avoiding the "echo chambers" that can lead to endogamous impact inflation. This practice confirms that the institution's academic influence is built on recognition from the global community, not on internal dynamics.

Rate of Output in Discontinued Journals

The institution registers a Z-score of 3.120, a figure significantly higher than the national average of 1.099. This pattern suggests a risk accentuation, whereby the university intensifies a problematic practice that is already a moderate concern at the national level. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of the university's scientific output 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 improve information literacy among its researchers to avoid wasting resources on "predatory" or low-quality publishing practices.

Rate of Hyper-Authored Output

With a Z-score of -1.356, the institution demonstrates an absence of risk signals in this area, a finding consistent with the low-risk national average of -1.024. This low-profile consistency shows that the university's authorship practices align well with the national standard. In fields outside of "Big Science," high rates of hyper-authorship can indicate author list inflation, which dilutes individual accountability. The institution's very low score confirms that its collaborative practices are well-managed, effectively distinguishing between necessary large-scale collaboration and potentially problematic "honorary" authorship.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -0.606 is lower than the national average of -0.292, though both are in the low-risk category. This reflects a prudent profile, suggesting the university manages its collaborative processes with more rigor than the national standard. A wide positive gap can signal a sustainability risk, where prestige is dependent on external partners rather than internal capacity. The institution's negative score indicates the opposite: the impact of research led by its own authors is strong, suggesting that its scientific prestige is structural and endogenous. This is a sign of healthy intellectual leadership and sustainable research capacity.

Rate of Hyperprolific Authors

The institution's Z-score of -1.255 indicates a very low risk, aligning with and even improving upon the low-risk national average of -0.067. This low-profile consistency demonstrates a healthy and balanced approach to academic productivity. While high productivity can reflect leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score in this area is a positive signal that it avoids potential imbalances between quantity and quality, mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution's performance is almost identical to the national average of -0.250, showing integrity synchrony with its environment. This total alignment in a very low-risk area indicates that both the university and the country at large avoid over-reliance on institutional journals. While in-house journals can be valuable for local dissemination, excessive dependence on them can create conflicts of interest and academic endogamy. The institution's very low score confirms that its scientific production is overwhelmingly subjected to independent external peer review, ensuring global visibility and competitive validation.

Rate of Redundant Output

The institution's Z-score of 0.674 is nearly identical to the national average of 0.720, placing both in the medium-risk category. This alignment points to a systemic pattern, suggesting the university's practices reflect shared norms or challenges at a national level. This indicator alerts to the risk of "salami slicing," where a study is fragmented into minimal publishable units to artificially inflate productivity. For the institution, this parity with the national trend suggests that the pressure to publish in volume may be a shared environmental factor, and that any internal policies aimed at encouraging more substantial and impactful publications would be addressing a widespread challenge.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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