Jawaharlal Nehru Technological University, Kakinada

EXECUTIVE SUMMARY AND STRATEGIC VISION

Jawaharlal Nehru Technological University, Kakinada, presents a highly polarized scientific integrity profile, characterized by exceptional strengths in some areas and significant vulnerabilities in others, reflected in its overall score of 0.650. The institution demonstrates exemplary control over practices such as institutional self-citation, hyper-authorship, and the impact gap, indicating a strong foundation of independent research and appropriate collaborative norms. However, these strengths are contrasted by critical alerts in the rates of retracted output and publications in discontinued journals, which pose a direct threat to its academic reputation. According to SCImago Institutions Rankings data, the university's primary research strengths are concentrated in Computer Science, Chemistry, and Engineering. The identified integrity risks, particularly those related to publication quality and post-publication correction, could undermine the credibility of these core areas. While a specific mission statement was not available for analysis, any institutional commitment to excellence and social responsibility is fundamentally challenged by practices that suggest a lack of rigor in quality control and dissemination. By strategically addressing these specific high-risk indicators, the university can protect its strong research domains, align its practices with its inherent academic strengths, and build a more resilient and uniformly robust scientific culture.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.594 shows a slight divergence from the national baseline, which has a Z-score of -0.927. This indicates the emergence of risk signals at the institution that are not yet apparent in the broader national context. While the current level is low, this metric warrants observation. A disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The university's current standing suggests a controlled environment, but the minor deviation from the national norm serves as a reminder to ensure that all affiliations are substantive and reflect genuine collaboration rather than metric-driven strategies.

Rate of Retracted Output

With a Z-score of 1.178, the institution shows a significant rate of retractions, amplifying a vulnerability already present in the national system, which has a Z-score of 0.279. This accentuation of risk is a critical finding. Retractions are complex, but a rate significantly higher than the average alerts to a systemic vulnerability in the institution's integrity culture. The data strongly suggests that pre-publication quality control mechanisms may be failing, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the university's scientific reputation.

Rate of Institutional Self-Citation

The institution exhibits an exemplary Z-score of -1.262, demonstrating a clear preventive isolation from the risk dynamics observed nationally (Z-score 0.520). This result is a significant strength, indicating that the university does not replicate the trend of endogamous impact inflation seen elsewhere. A certain level of self-citation is natural, but the institution's very low rate confirms that its work is validated by external scrutiny, not within an 'echo chamber.' This reinforces the global community's recognition of its academic influence and speaks to a culture of open, externally-facing research.

Rate of Output in Discontinued Journals

The institution's Z-score of 2.918 is a critical alert, significantly amplifying the risk already present at the national level (Z-score 1.099). This pattern 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. Such a high rate constitutes a severe lapse in due diligence when selecting dissemination channels, exposing the institution to major reputational damage. This finding suggests an urgent need for enhanced information literacy and stricter guidelines to prevent the investment of resources in 'predatory' or low-quality publication practices.

Rate of Hyper-Authored Output

With a Z-score of -1.386, the institution maintains a very low-risk profile in hyper-authorship, which is consistent with the low-risk national standard (Z-score -1.024). This absence of risk signals demonstrates a healthy alignment with national norms regarding authorship. The data suggests that the university successfully distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' or political authorship. This reflects well on the institution's ability to maintain transparency and individual accountability in its collaborative research projects.

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

The institution's Z-score of -1.104 indicates an absence of risk, aligning with the low-risk national standard (Z-score -0.292). This low-profile consistency is a positive sign of research autonomy and sustainability. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own intellectual leadership. The university's very low score, however, suggests that its scientific prestige is structural and results from genuine internal capacity, demonstrating that it effectively exercises intellectual leadership in its research endeavors.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is a strong indicator of integrity, showing a complete absence of risk signals in an area where the national context shows some activity (Z-score -0.067). This low-profile consistency suggests a healthy balance between productivity and quality. Extreme individual publication volumes can point to risks such as coercive authorship or the assignment of authorship without real participation. The university's very low score indicates that such dynamics are not present, reinforcing a culture that prioritizes the integrity of the scientific record over the inflation of metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 demonstrates integrity synchrony with the national environment (Z-score -0.250), which also shows a very low risk. This total alignment reflects a shared commitment to avoiding academic endogamy. Excessive dependence on in-house journals can raise conflicts of interest and limit global visibility by bypassing independent external peer review. The university's minimal use of such channels confirms that its scientific production is subjected to standard competitive validation, strengthening its international standing.

Rate of Redundant Output

With a Z-score of 2.554, the institution shows high exposure to redundant publication, a risk level that is notably more pronounced than the national average (Z-score 0.720), even though both fall within a medium-risk pattern. This suggests the institution is more prone to this practice than its peers. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing,' where a study is divided into minimal units to artificially inflate productivity. This high value serves as an alert that the institutional culture may be prioritizing publication volume over the generation of significant new knowledge, a trend that can distort the scientific record.