ArticleScientific reports2025
Exploring the operational performance of Indian smes: an integrated PLS-SEM and NCA approach.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
This study examines the combined influence of social, quality, and delivery performance practices on the operational performance of Indian textile "small and medium-sized enterprises" (SMEs). In an increasingly competitive and sustainability-driven manufacturing environment, understanding how these factors interact to enhance operational outcomes is essential for both researchers and practitioners. To address this, the study uses a hybrid analytical framework integrating "Partial Least Squares Structural Equation Modelling" (PLS-SEM) and "Necessary Condition Analysis" (NCA). Data were collected from 40 Indian textile SMEs through a structured survey, and the relationships among constructs were empirically validated. The PLS-SEM results show that delivery performance exerts the most significant positive impact on operational performance, followed by social and quality performance. NCA further show that achieving high operational performance requires minimum threshold levels of these three practices, emphasizing their necessity rather than sufficiency. The integrated outcomes show that SMEs can improve operational efficiency by simultaneously optimizing social, quality, and delivery dimensions. This study provides actionable insights for SME managers into how delivery reliability, workforce well-being, and consistent quality management collectively enhance productivity and sustainability outcomes. This work contributes by integrating socio-technical and sustainability perspectives within an operational performance framework and by demonstrating the complementary use of PLS-SEM and NCA in SME performance research. This work provides a comprehensive understanding of performance enhancement pathways and offers a robust methodological foundation for future research in sustainable and lean-oriented manufacturing systems.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.