Indian Institute of Management, Indore

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Indian Institute of Management, Indore, demonstrates an exceptionally strong scientific integrity profile, with an overall risk score of -0.594 that indicates robust governance and responsible research practices. The institution's primary strengths lie in its clear disconnection from national risk trends, particularly in areas such as institutional self-citation, publication in discontinued journals, and redundant output, showcasing a culture that prioritizes external validation and substantive contributions. This solid foundation supports its prominent standing in its core thematic areas as identified by SCImago Institutions Rankings data, including Business, Management and Accounting; Economics, Econometrics and Finance; Psychology; and Social Sciences. However, a notable vulnerability is the significant gap between its overall research impact and the impact of work where it holds intellectual leadership, which could challenge the long-term fulfillment of its mission to achieve "world-class academic standards" through genuine internal capacity. To fully embody its commitment to "excellence," the institution is encouraged to leverage its high-integrity environment to foster greater research autonomy and leadership, ensuring its reputation is built upon a sustainable and endogenous academic core.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.416, significantly lower than the national average of -0.927. This result indicates a complete absence of risk signals in this area, placing the institution in a position of exemplary practice even within a low-risk national context. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The operational silence at IIM Indore suggests a transparent and clear policy regarding author affiliations, reinforcing a culture of unambiguous academic credit attribution.

Rate of Retracted Output

With a Z-score of -0.146, the institution maintains a low-risk profile, contrasting sharply with the medium-risk national average of 0.279. This demonstrates notable institutional resilience, suggesting that internal quality control mechanisms are effectively mitigating the systemic risks prevalent in the country. While some retractions result from the honest correction of errors, a rate significantly higher than average can alert to a vulnerability in an institution's integrity culture. The institution's ability to keep this indicator low suggests that its pre-publication review processes are robust, protecting its academic reputation from the vulnerabilities affecting its wider environment.

Rate of Institutional Self-Citation

The institution's Z-score of -1.566 is exceptionally low, especially when compared to the national average of 0.520, which falls into the medium-risk category. This demonstrates a clear preventive isolation, where the institution actively avoids the risk dynamics observed nationally. Disproportionately high rates of self-citation can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. IIM Indore's profile indicates a strong commitment to global academic dialogue and external validation, ensuring its research influence is earned through broad community recognition rather than internal dynamics.

Rate of Output in Discontinued Journals

The institution shows a Z-score of -0.395, a very low-risk value that stands in stark contrast to the medium-risk national average of 1.099. This significant difference highlights a state of preventive isolation, indicating that the institution does not replicate the high-risk behaviors seen elsewhere in the country. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. IIM Indore's excellent performance suggests its researchers exercise rigorous discernment in selecting publication venues, effectively avoiding predatory or low-quality channels and safeguarding institutional reputation and resources.

Rate of Hyper-Authored Output

The institution's Z-score of -1.052 is almost identical to the national average of -1.024, both falling within the low-risk range. This alignment reflects a state of statistical normality, where the institution's authorship patterns are consistent with national and disciplinary expectations. Outside of 'Big Science' contexts where extensive author lists are legitimate, high rates can indicate author list inflation. The observed level at IIM Indore is appropriate for its context, suggesting that collaborative practices are well-managed and individual accountability is maintained.

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

The institution presents a Z-score of 0.585, a medium-risk value that marks a moderate deviation from the low-risk national average of -0.292. This indicates a greater sensitivity to this specific risk factor compared to its national peers. A very wide positive gap, as seen here, signals a sustainability risk where scientific prestige is dependent on external partners rather than being structurally generated from within. This finding warrants a strategic review, as it suggests that the institution's excellence metrics may be overly reliant on collaborations where it does not exercise primary intellectual leadership, posing a long-term challenge to developing its own core research capacity.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution registers a near-total absence of risk signals, a profile that is consistent with, and even improves upon, the low-risk national standard of -0.067. This low-profile consistency demonstrates a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The institution's data suggests a balanced and sustainable approach to academic productivity, where the integrity of the scientific record is prioritized.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is in very close alignment with the national average of -0.250, with both indicating a very low risk. This integrity synchrony reflects a shared commitment to avoiding potential conflicts of interest at both institutional and national levels. Excessive dependence on in-house journals raises concerns about academic endogamy, where production might bypass independent external peer review. The institution's minimal reliance on such channels demonstrates a strong preference for external, competitive validation, which enhances the global visibility and credibility of its research.

Rate of Redundant Output

The institution's Z-score of -1.186 is in the very low-risk category, effectively isolating it from the medium-risk trend observed at the national level (0.720). This preventive isolation is a strong indicator of high-quality research practices. Massive and recurring bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. IIM Indore's performance suggests its researchers are focused on producing coherent, significant studies rather than artificially increasing their publication count, thereby contributing more meaningfully to the scientific record.