SmartPLS Analysis in India

SmartPLS is the leading software for Partial Least Squares Structural Equation Modelling (PLS-SEM), a technique that has become one of the most widely used analytical methods in management, marketing, information systems, entrepreneurship, and tourism research globally. Its ability to handle smaller samples, non-normal data, formative constructs, and exploratory models makes it particularly well-suited to the research designs commonly used in Indian MBA and management PhD studies.

But SmartPLS is not simply a simpler alternative to AMOS. It requires its own analytical rigour — the correct distinction between reflective and formative measurement models, thorough evaluation of the measurement model before structural testing, appropriate bootstrapping for path significance, and careful use of HTMT for discriminant validity. Journals that publish PLS-SEM studies now expect this level of rigour as standard.

At E-Clearby Research Consulting Pvt. Ltd., we provide expert SmartPLS PLS-SEM analysis services for PhD scholars, MBA researchers, and faculty members across India. Our consultants apply current best practices in PLS-SEM, aligned with the Hair et al. methodological guidelines widely cited in management and marketing research, and deliver results that are technically sound and publication-ready.