| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.755 | -0.927 |
|
Retracted Output
|
-0.043 | 0.279 |
|
Institutional Self-Citation
|
-2.058 | 0.520 |
|
Discontinued Journals Output
|
18.984 | 1.099 |
|
Hyperauthored Output
|
-0.550 | -1.024 |
|
Leadership Impact Gap
|
6.059 | -0.292 |
|
Hyperprolific Authors
|
-0.969 | -0.067 |
|
Institutional Journal Output
|
1.993 | -0.250 |
|
Redundant Output
|
0.570 | 0.720 |
Krishna Institute of Medical Sciences University (KIMS) presents a complex scientific integrity profile, marked by areas of exceptional strength and specific, significant vulnerabilities. With an overall score of 3.912, the institution demonstrates a solid foundation in authorship ethics, with very low risk in multiple affiliations, institutional self-citation, and hyperprolific authors, alongside commendable resilience in managing retracted publications. These strengths support its prominent position in areas such as Pharmacology, Toxicology and Pharmaceutics, where it ranks 221st in India according to SCImago Institutions Rankings data. However, this profile is critically challenged by significant risks in the selection of publication venues and a dependency on external research leadership. These weaknesses directly threaten the university's mission to provide "excellent medical education" and foster "academic excellence" and "innovation," as publishing in discontinued journals and lacking intellectual leadership in high-impact research can undermine the credibility and sustainability of its scientific enterprise. To fully align its practices with its mission, KIMS should leverage its robust authorship controls while urgently implementing a strategic plan to enhance publication due diligence and cultivate internal research leadership, thereby ensuring its contributions are both impactful and structurally sound.
The institution demonstrates an exceptionally low rate of multiple affiliations, with a Z-score of -1.755, which is even lower than the country's already minimal average of -0.927. This result indicates a complete operational silence regarding this risk, suggesting that authorship and institutional credit are managed with exemplary clarity. While multiple affiliations can be legitimate, the total absence of signals in this area confirms that KIMS is not exposed to practices like “affiliation shopping,” reinforcing a culture of transparent and unambiguous attribution in its scientific output.
With a Z-score of -0.043, the institution maintains a low-risk profile for retracted publications, showcasing institutional resilience when compared to the medium-risk national average of 0.279. This suggests that KIMS's internal control mechanisms are effectively mitigating the systemic risks present in the broader environment. A rate significantly lower than its peers indicates that the university's pre-publication quality control and supervision processes are robust, successfully preventing the kind of recurring malpractice or lack of methodological rigor that can lead to a high volume of retractions.
The university displays a Z-score of -2.058 in institutional self-citation, a very low value that signals a preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.520). This stark contrast indicates that the institution actively avoids the 'echo chambers' that can arise from excessive self-validation. Instead of risking endogamous impact inflation, KIMS ensures its research is validated by the broader scientific community, reflecting a healthy integration into global academic discourse and confirming its influence is based on external recognition, not internal dynamics.
A critical alert is raised by the institution's Z-score of 18.984 for publications in discontinued journals, a value that significantly amplifies the medium-risk vulnerability present in the national system (Z-score: 1.099). This extremely high score 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. This practice exposes the institution to severe reputational damage and suggests an urgent and systemic need to improve information literacy and due diligence in selecting dissemination channels to avoid wasting resources on 'predatory' or low-quality venues.
The institution's rate of hyper-authored output (Z-score: -0.550) is in a low-risk category, but it is slightly higher than the national average (Z-score: -1.024), pointing to an incipient vulnerability. Although the current level does not suggest widespread issues, this subtle deviation warrants a proactive review of authorship practices. It is important to ensure that all extensive author lists are the result of necessary massive collaboration and not a sign of emerging 'honorary' or political authorship, thereby safeguarding individual accountability and transparency before this signal can escalate.
A severe discrepancy is noted in this indicator, where the institution's Z-score of 6.059 is a significant outlier compared to the low-risk national context (Z-score: -0.292). This atypically high value signals a critical sustainability risk, as it suggests that the university's scientific prestige is heavily dependent on external partners and not on its own structural capacity. The wide gap implies that while KIMS participates in high-impact research, it does not exercise intellectual leadership in it. This situation requires a deep strategic assessment to determine whether its excellence metrics reflect genuine internal innovation or merely strategic positioning in collaborations led by others.
The institution's Z-score of -0.969 for hyperprolific authors is in the very low-risk category, consistent with the low-risk national standard (Z-score: -0.067). This absence of risk signals demonstrates a healthy balance between productivity and quality within the research community. It confirms that the institutional culture does not encourage practices such as coercive authorship or assigning credit without meaningful participation, thereby protecting the integrity of the scientific record by prioritizing substantive contributions over sheer volume.
This indicator presents a monitoring alert, as the institution's medium-risk Z-score of 1.993 is an unusual deviation from the very low-risk national standard (Z-score: -0.250). This disparity requires a careful review of its causes. A high rate of publication in in-house journals raises potential conflict-of-interest concerns, as the institution acts as both judge and party. It warns of a risk of academic endogamy, where research might bypass rigorous, independent peer review, potentially limiting global visibility and creating 'fast tracks' to inflate publication counts without standard competitive validation.
With a Z-score of 0.570, the institution's rate of redundant output is at a medium-risk level, reflecting a systemic pattern also seen at the national level (Z-score: 0.720). However, the university's score is slightly below the country average, suggesting a degree of differentiated management in moderating this risk. While the practice of 'salami slicing'—fragmenting a study into minimal publishable units to artificially inflate productivity—remains a concern, KIMS appears to be containing this tendency more effectively than many of its peers, though continued vigilance is needed to ensure that the pursuit of volume does not overshadow the generation of significant new knowledge.
