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May 26, 2026Journal of theoretical and applied electronic commerce research0 citationsOpen Access

Media Sentiment, Institutional Barriers and Digital Service Trade

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FGFushuai GuoHKHaiyang Kong

Key Points

  • This study aims to explore the relationship between international media sentiment and digital service exports, focusing on institutional barriers.
  • Analyzed a global panel of bilateral digitally delivered service exports from 2006 to 2022 across 192 economies.
  • Employed a Mixed Two-Stage Least Squares (M2SLS) approach to address endogeneity concerns.
  • Conducted various checks, including placebo tests and Bayesian estimation.
  • Favorable international media sentiment significantly increases digital service exports.
  • Lower bilateral trade policy heterogeneity correlates with positive media sentiment, especially in trust-intensive services.
  • Effects vary based on the service sector and cultural context, with weaker effects in technical sectors and asymmetric relationships.

Abstract

Using a global panel of bilateral digitally delivered services exports for 192 economies from 2006 to 2022, together with large-scale international news data, this study examines the impact of international media sentiment on digital service exports, with particular attention to the institutional-barrier channel. To address the temporal aggregation mismatch between high-frequency media sentiment and annual trade flows, as well as potential endogeneity concerns, we employ a Mixed Two-Stage Least Squares (M2SLS) approach. The results show that more favorable international media sentiment has a positive and statistically significant effect on digital service exports. This finding remains robust across a range of measurement checks, placebo tests, alternative instrument constructions, subsample analyses, and Bayesian estimation. Further analysis supports an institutional-barrier interpretation by showing that favorable media sentiment is associated with lower bilateral digital service trade policy heterogeneity. The impact is stronger in trust- and reputation-intensive service sectors and in cultural contexts where reputational signals are more salient, while it weakens or reverses in technical service sectors and in highly secular-rational and institutionally asymmetric trading relationships.

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Cite This Study

Guo et al. (2026) studied this question.

synapsesocial.com/papers/6a153a88b5d9c58d83e8d269https://doi.org/10.3390/jtaer21060161
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