Tezpur University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Tezpur University presents a balanced yet complex scientific integrity profile, with an overall risk score of -0.049 that reflects a combination of exceptional strengths and specific areas requiring strategic attention. The institution demonstrates robust governance in five key areas, showing very low risk in rates of multiple affiliations, hyper-authored output, hyperprolific authors, output in institutional journals, and maintaining a minimal gap between its overall impact and the impact of its led research. However, this is contrasted by medium-risk signals in four indicators: retracted output, institutional self-citation, output in discontinued journals, and redundant output. According to SCImago Institutions Rankings data, the university's academic strengths are particularly notable in Arts and Humanities, Biochemistry, Genetics and Molecular Biology, and Medicine, where it holds strong national rankings. To achieve its ambitious mission of becoming a "Top 50 University of the world," it is imperative to address the identified medium-risk vulnerabilities. These issues, particularly those related to quality control and citation practices, directly challenge the principles of excellence and global recognition. By focusing on strengthening pre-publication review and fostering broader external validation, Tezpur University can ensure its integrity framework is as strong as its academic output, solidifying its path toward becoming a preferred global destination for scholars.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution demonstrates an exceptionally low rate of multiple affiliations, with a Z-score of -1.069, which is even lower than the national average of -0.927. This represents a state of total operational silence regarding this risk indicator. The complete absence of signals, even when compared to an already low-risk national environment, suggests that the university's affiliation practices are transparent and free from any patterns that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping."

Rate of Retracted Output

With a Z-score of 0.840, the university's rate of retracted output is notably higher than the national average of 0.279, indicating a high exposure to this risk. Although both the institution and the country fall within a medium-risk band, the university is more prone to showing these alert signals than its peers. A rate significantly higher than the average suggests that quality control mechanisms prior to publication may be failing more systemically. This pattern alerts to a potential vulnerability in the institution's integrity culture, indicating that recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management to prevent reputational damage.

Rate of Institutional Self-Citation

The university's rate of institutional self-citation (Z-score: 0.794) is more pronounced than the national average (Z-score: 0.520), signaling a higher exposure to the associated risks. This tendency suggests that the institution may be operating within a scientific 'echo chamber,' where its work is validated internally more often than by the broader external community. This disproportionately high rate warns of the risk of endogamous impact inflation, where the institution's academic influence could be oversized by internal dynamics rather than by genuine recognition from the global scientific community.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 0.219 for output in discontinued journals, which is significantly lower than the national average of 1.099. This indicates a pattern of differentiated management, where the university effectively moderates a risk that appears to be more common across the country. This lower score constitutes a positive signal regarding due diligence in selecting dissemination channels. It suggests that the institution's researchers are more discerning and less likely to channel their work through media that do not meet international ethical or quality standards, thereby protecting the university from the reputational risks associated with 'predatory' practices.

Rate of Hyper-Authored Output

With a Z-score of -1.262, the institution's rate of hyper-authored output is in the very low-risk category, aligning well with the low-risk national standard (Z-score: -1.024). This low-profile consistency demonstrates that the university's authorship practices are sound and transparent. The absence of risk signals in this area indicates that extensive author lists are not being used to inflate contributions, thereby avoiding the dilution of individual accountability and upholding the integrity of authorship credit.

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

The institution exhibits a very low-risk Z-score of -1.318 in this indicator, which is significantly better than the low-risk national average of -0.292. This low-profile consistency reflects a healthy and sustainable research ecosystem. The minimal gap between the impact of its total output and the output where it holds leadership demonstrates that the university's scientific prestige is derived from its own structural capacity rather than being dependent on external partners. This is a strong sign of genuine internal capability and intellectual leadership.

Rate of Hyperprolific Authors

The university's Z-score for hyperprolific authors is -1.271, a very low-risk value that aligns positively with the low-risk national context (Z-score: -0.067). This low-profile consistency is an excellent indicator of a healthy research environment. The absence of extreme individual publication volumes suggests a strong institutional balance between quantity and quality, mitigating risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, and thus protecting the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's rate of publication in its own journals (Z-score: -0.268) is almost perfectly aligned with the very low national average (Z-score: -0.250). This integrity synchrony demonstrates a complete alignment with an environment of maximum scientific security. It indicates that the university is not reliant on its in-house journals, thus avoiding potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, reinforcing its commitment to global validation standards.

Rate of Redundant Output

With a Z-score of 0.108, the university's rate of redundant output is substantially lower than the national average of 0.720. This reflects a clear case of differentiated management, where the institution successfully moderates a risk that is more prevalent at the national level. This lower rate indicates that the practice of dividing studies into 'minimal publishable units' to artificially inflate productivity is not a systemic issue. It suggests an institutional culture that prioritizes the generation of significant new knowledge over the pursuit of volume, thereby upholding the integrity of the scientific evidence base.