Return : Study of Management, Economic and Bussines
Vol. 5 No. 5 (2026): Return: Study of Management, Economic and Business

Does Digital Strategy Disclosure Improve Operational Profitability? Text-Mining Evidence from Indonesia's Large-Cap Firms, 2019–2024

Delfi Gunardy (School of Economics and Business Telkom University)
Siska Noviaristanti (School of Economics and Business Telkom University)



Article Info

Publish Date
11 Jun 2026

Abstract

The productivity paradox, the puzzle that intensive digital investment does not always translate into observable efficiency gains, remains an underexamined issue in emerging-market corporate practice. Background: While corporate annual reports of large Indonesian firms increasingly feature digital strategy language, it is unclear whether this narrative intensity coincides with measurable improvements in asset-based profitability. Purpose of the Study: This paper asks whether the intensity with which firms communicate their digital strategy in annual reports is reflected in Return on Assets (ROA) among Indonesia’s largest publicly listed companies. Methods: We develop a reproducible bilingual text-mining procedure to score the digital-strategy intensity (DGS) of annual reports from the 50 largest IDX-listed firms for the fiscal years 2019 through 2024, generating a strongly balanced firm-year panel of 300 observations. The DGS is normalized by document length to control for narrative volume. We estimate firm-and-year fixed-effects panel regressions of ROA on DGS with firm-clustered robust standard errors, and we conduct sensitivity analyses based on one-year lags, pandemic versus post-pandemic sub-periods, and leave-one-control-out perturbations. Results: The within-firm association between DGS and ROA is statistically indistinguishable from zero. The point estimate is small and directionally negative, consistent with the productivity-paradox conjecture that short-run adjustment costs of digital initiatives may temporarily depress asset productivity before any payoff appears. Leverage emerges as the only consistent within-firm predictor of ROA, and the 2020 dummy captures a sharp pandemic-related profitability shock. Conclusions: Disclosure-based digital intensity should be read as a marker of strategic orientation, not as evidence of realized operational gains. The findings document an implementation gap between digital narrative and asset productivity in the Indonesian large-cap segment and supply a methodological foundation for subsequent studies that examine valuation effects and complementary-asset moderators.

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Journal Info

Abbrev

return

Publisher

Subject

Economics, Econometrics & Finance

Description

The Journal RETURN is a double blind peer-reviewed academic journal and open access to social and scientific fields. The journal is published monthly by PT. Publikasiku Academic Solution. The Jurnal RETURN provides a means for sustained discussion of relevant issues that fall within the focus and ...