| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.424 | -0.927 |
|
Retracted Output
|
-0.400 | 0.279 |
|
Institutional Self-Citation
|
-0.145 | 0.520 |
|
Discontinued Journals Output
|
0.511 | 1.099 |
|
Hyperauthored Output
|
-1.204 | -1.024 |
|
Leadership Impact Gap
|
0.824 | -0.292 |
|
Hyperprolific Authors
|
-0.691 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.364 | 0.720 |
Himachal Pradesh University presents a robust overall scientific integrity profile, with a global risk score of -0.300 indicating strong governance and adherence to best practices. The institution demonstrates exceptional control in key areas, registering very low risk in retracted output, multiple affiliations, hyper-authorship, and publishing in institutional journals, often outperforming the national averages and showcasing a solid foundation of research ethics. Key disciplinary strengths, according to SCImago Institutions Rankings data, are concentrated in Environmental Science (ranked 68th in India), Biochemistry, Genetics and Molecular Biology (81st), and Agricultural and Biological Sciences (122nd). However, two indicators warrant strategic attention: a medium-risk signal for publishing in discontinued journals and a notable gap between the impact of its total output and that of its internally-led research. These vulnerabilities could challenge the university's mission to be a "leading contributor," as true leadership depends on sustainable internal capacity and dissemination through high-quality channels. To fully align its performance with its mission, it is recommended that the university leverage its strong integrity culture to address these specific risks, thereby solidifying its path toward national leadership in its key research fields.
With a Z-score of -1.424, significantly lower than the national average of -0.927, the institution shows a complete absence of risk signals in this area. This indicates that its collaborative practices are transparent and well-defined. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's data confirms that there is no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a healthy and clear attribution of academic work.
The university effectively isolates itself from the national trend in publication retractions. Its very low-risk Z-score of -0.400 contrasts sharply with the country's medium-risk score of 0.279, suggesting that its internal quality control and supervision mechanisms are successfully preventing the systemic failures observed elsewhere. A high rate of retractions can alert to a vulnerability in an institution's integrity culture; however, this institution's performance points to a robust system of methodological rigor that safeguards its scientific record from recurring malpractice or error.
The institution demonstrates notable resilience against the moderate trend of institutional self-citation seen across the country. Its low Z-score of -0.145, compared to the national medium-risk score of 0.520, suggests that its internal control mechanisms effectively prevent the formation of scientific 'echo chambers'. A certain level of self-citation is natural, but the university’s profile indicates that its work receives sufficient external scrutiny, mitigating the risk of endogamous impact inflation and ensuring its academic influence is built on global community recognition rather than internal dynamics.
While the institution registers a medium-level risk for publishing in discontinued journals (Z-score: 0.511), its performance shows more effective management and moderation of this risk compared to the higher national average (Z-score: 1.099). This suggests that although some research is being channeled through media that may not meet international ethical or quality standards, the institution is less exposed than its national peers. Nonetheless, this remains a critical alert regarding due diligence in selecting dissemination channels, highlighting an urgent need to reinforce information literacy to avoid reputational risks and the waste of resources on 'predatory' or low-quality practices.
The university maintains a very low-risk profile for hyper-authored publications, with a Z-score of -1.204 that is consistent with the low-risk national standard of -1.024. This absence of risk signals indicates that authorship practices are well-governed and transparent. The data suggests that the institution successfully distinguishes between necessary massive collaboration and the potential for author list inflation, thereby preserving individual accountability and discouraging 'honorary' or political authorship practices.
The institution shows a moderate deviation from the national standard in this indicator, with a Z-score of 0.824 revealing a significant gap between its overall publication impact and the impact of research where it holds a leadership role; this contrasts with the national average of -0.292, which shows no such gap. This suggests a greater sensitivity to a specific sustainability risk: its scientific prestige may be overly dependent on external partners rather than being structurally generated from within. This finding invites strategic reflection on whether its excellence metrics result from genuine internal capacity or from positioning in collaborations where the institution does not exercise primary intellectual leadership.
With a low Z-score of -0.691, which is significantly better than the national standard of -0.067, the university demonstrates a prudent and rigorous approach to author productivity. This indicates that the institution effectively manages its processes to avoid the risks associated with hyperprolificacy. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, but this institution's data suggests an environment that prioritizes quality over sheer quantity, discouraging practices such as coercive authorship or the assignment of authorship without real participation.
The university's practices regarding publishing in its own journals are in complete synchrony with the secure national environment, as its Z-score of -0.268 is almost identical to the country's -0.250. This alignment demonstrates a shared commitment to avoiding the conflicts of interest that arise when an institution acts as both judge and party. The very low risk level confirms that the university is not overly dependent on its in-house journals, ensuring its scientific production undergoes independent external peer review and avoids the risk of academic endogamy or the use of internal channels as 'fast tracks' to inflate CVs.
The institution shows strong resilience against the national trend of redundant publications, with its low Z-score of -0.364 standing in stark contrast to the medium-risk national average of 0.720. This suggests that the university's internal control mechanisms are effective in mitigating the practice of 'salami slicing.' By discouraging the fragmentation of a coherent study into minimal publishable units to artificially inflate productivity, the institution promotes the generation of significant new knowledge and protects the integrity of the scientific record from distortion.
