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This study explores digital transformation in the tea supply chain within developing economies, with a focus on smallholder tea producers in Sri Lanka. Tea is one of the most widely consumed beverages in the world. Among the tea producers, smallholder tea producers account for a substantial portion of total tea production in several countries. Mobile phones play a significant role in providing smallholder producers with access to crucial agricultural information, markets and financial services.

This study adopts a deductive approach, analysing mobile phone ownership, literacy, experience and perception among smallholder tea producers. The chi-squared test of independence and hierarchical clustering methods were used to test the hypotheses and address the research questions.

The study identifies four clusters of smallholder tea producers as Basic Tech Adopters, Digital Laggards, Skeptical Feature Phone Users and Tech-savvy Adopters based on their characteristics towards mobile-based technologies. Approximately 75% of the surveyed sample, which included both tech-savvy and basic-tech adopters, showed a positive attitude toward adopting mobile-based agricultural technologies.

The study suggests developing targeted strategies and policies to enhance the productivity of the smallholder tea production process in developing economies. The study highlights the importance of awareness, access, affordability and availability when implementing digital services for businesses at the base of the pyramid, such as tea smallholdings in developing economies.

The present study aims to address the lack of data-driven empirical studies on the use of mobile phones in smallholder settings. The findings of this study enable the enhancement of entrepreneurship within the tea production supply chain, especially, within stakeholders who deliver digital transformation support services.

The Uppsala internationalization model is one of the widely accepted models for the development of exports. This model suggests that the explanation of relations between psychic distance, its antecedents and marketing mix adaptation would lead to successful export practices. Consequently, this study aims to determine the determinants of export performance, antecedents of psychic distance and marketing mix adaptation.

This study uses a mixed-methods research design in which qualitative and quantitative research methods were used together. The face-to-face interview method was used to identify the psychic distance antecedents. The face-to-face interview was with eight Turkish exporting firms. Based on the data obtained from face-to-face interviews, a scale for measuring the antecedents of psychic distance has been developed and used in the quantitative study. The scales used for measuring marketing mix adaptation, export performance and psychic distance perception, which has both individual and country dimensions, were adapted from the literature. Data were collected from 221 Turkish exporting companies for quantitative research. Structural equation modeling was used to test relationships between the variables.

As a result of the data analysis of face-to-face interviews, six antecedents of psychic distance were determined. According to the subsequent quantitative research results, it has been determined that employee expertise, which is one of the antecedents of psychic distance, only affects the country dimension of psychic distance perception; the cooperation, institutionalization and international market experience affect both the country and individual dimensions of psychic distance perception. The country and individual dimensions of psychic distance were found to have an impact on the product, price, promotion and distribution dimensions of marketing mix adaptation. Only the product dimension of marketing mix adaption was found to affect export performance.

This study offers a comprehensive perspective for both theoretical and practical studies by discussing various aspects that would help improve the exporting activities of firms within the scope of antecedents of perceived psychic distance.

In this research, a scale was developed for measuring the antecedents of psychic distance, and the variables affecting export performance were analyzed holistically.