| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.527 | -0.927 |
|
Retracted Output
|
0.380 | 0.279 |
|
Institutional Self-Citation
|
-0.239 | 0.520 |
|
Discontinued Journals Output
|
2.726 | 1.099 |
|
Hyperauthored Output
|
-1.128 | -1.024 |
|
Leadership Impact Gap
|
1.510 | -0.292 |
|
Hyperprolific Authors
|
-0.877 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
4.556 | 0.720 |
ABES Engineering College presents a complex integrity profile, marked by a commendable overall score of 0.727 that reflects significant strengths in operational governance but is counterbalanced by critical vulnerabilities in publication practices. The institution demonstrates robust control over authorship integrity, with very low to low risk in hyper-authorship, hyperprolificacy, and multiple affiliations. Furthermore, it effectively resists national trends toward institutional self-citation, indicating a culture that values external validation. However, these strengths are severely undermined by two significant-risk indicators: an alarming rate of publication in discontinued journals and a high incidence of redundant output (salami slicing). These issues, along with medium-risk signals in retractions and impact dependency, pose a direct threat to the institution's reputation. According to SCImago Institutions Rankings data, the college has established a notable national position, particularly in Earth and Planetary Sciences where it ranks in the Top 10 in India, complemented by solid standings in areas like Energy and Mathematics. As the institution's mission was not available for this analysis, it is assessed against universal academic principles; the identified risks of publishing in predatory outlets and fragmenting research fundamentally contradict the pursuit of excellence and social responsibility. To safeguard its academic standing and build upon its thematic strengths, it is imperative that the institution urgently addresses its publication strategy and quality assurance mechanisms.
The institution's Z-score of -0.527 indicates a low-risk level, which represents a slight divergence from the national context in India (Z-score: -0.927), where such activity is almost non-existent. This suggests that while the national environment is characterized by minimal collaborative affiliations, the institution engages in this practice at a rate that, although low and well within acceptable limits, is just beginning to register on the risk spectrum. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation warrants passive monitoring to ensure it continues to reflect healthy collaboration rather than evolving into a strategic attempt to inflate institutional credit.
With a Z-score of 0.380, the institution's rate of retractions is at a medium-risk level, reflecting a similar national trend (Z-score: 0.279). However, the institution's score is notably higher, indicating a greater exposure to the underlying factors that lead to retractions. Retractions are complex events, but a rate significantly above the average suggests that pre-publication quality control mechanisms may be failing systemically. This elevated value serves as an alert to a potential vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further incidents.
The institution demonstrates notable resilience with a low-risk Z-score of -0.239, effectively mitigating the systemic risks observed at the national level, where the country shows a medium-risk Z-score of 0.520. While the national context suggests a tendency towards 'echo chambers' where institutions may validate their own work without sufficient external scrutiny, ABES Engineering College's control mechanisms appear to foster a culture of broader academic engagement. This low rate indicates that the institution successfully avoids the risk of endogamous impact inflation, ensuring its academic influence is validated by the global community rather than being oversized by internal dynamics.
A critical alert is raised by the institution's significant-risk Z-score of 2.726 in this indicator, which sharply accentuates a vulnerability already present at a medium level across India (Z-score: 1.099). This score indicates that the institution is amplifying a national weakness, channeling a substantial portion of its scientific production through media that fail to meet international ethical or quality standards. This practice constitutes a critical alert regarding due diligence in selecting dissemination channels, exposing the institution to severe reputational risks. It suggests an urgent need for enhanced information literacy and stricter policies to prevent the waste of resources on 'predatory' or low-quality publications.
The institution's Z-score of -1.128 places it in the very low-risk category, demonstrating a profile of low-profile consistency that aligns well with the low-risk national standard in India (Z-score: -1.024). The complete absence of risk signals in this area indicates that authorship practices are appropriate for the institution's disciplinary context. This positive result suggests there is no inflation of author lists, thereby preserving individual accountability and transparency and distinguishing its collaborative work from questionable 'honorary' or political authorship practices.
The institution's Z-score of 1.510 signifies a medium-risk gap, representing a moderate deviation from the national standard, which sits at a low-risk Z-score of -0.292. This indicates that the institution shows a greater sensitivity than its national peers to a dependency on external collaboration for impact. A high value in this gap suggests a potential sustainability risk, where scientific prestige may be more reliant on external partners than on structural, internal capacity. This finding invites a strategic reflection on whether the institution's excellence metrics are the result of its own intellectual leadership or its positioning in collaborations where it does not hold a primary role.
With a Z-score of -0.877, the institution maintains a prudent, low-risk profile regarding hyperprolific authors, managing its processes with more rigor than the national standard (Z-score: -0.067). This superior performance indicates a healthy balance between quantity and quality in its research output. The data shows no signs of the extreme individual publication volumes that often challenge the limits of meaningful intellectual contribution, thereby avoiding risks such as coercive authorship or the assignment of credit without real participation, and reinforcing a culture that prioritizes the integrity of the scientific record over raw metrics.
The institution's Z-score of -0.268 is in the very low-risk category, demonstrating total integrity synchrony with the national environment (Z-score: -0.250), which also shows a maximum level of scientific security in this area. This alignment signifies a complete absence of risk related to academic endogamy. By not relying on in-house journals, which can present conflicts of interest, the institution ensures its scientific production undergoes independent external peer review. This practice reinforces its commitment to global visibility and competitive validation, avoiding the use of internal channels as potential 'fast tracks' to inflate publication records.
The institution's Z-score of 4.556 is a significant red flag, indicating a critical rate of redundant output that drastically amplifies the medium-risk vulnerability present in the national system (Z-score: 0.720). This extremely high value strongly alerts to the practice of 'salami slicing,' where coherent studies are fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior not only distorts the available scientific evidence and overburdens the peer-review system but also signals a culture that may be prioritizing volume over the generation of significant, novel knowledge, requiring urgent and decisive intervention.
