Digital maturity and corporate sustainability: Evaluating efficiency dynamics in an emerging market context

• A U-shaped link is found between digital maturity and sustainability efficiency. • Low digital maturity lowers efficiency due to high costs and internal adaptation issues. • High digital maturity improves ESG performance and corporate sustainability efficiency. • Firm size and financial risk negatively influence sustainability efficiency. • The study uses DEA and panel data to analyze firms in an emerging market context. This study examines the impact of digital maturity (DM) on corporate sustainability efficiency (CSE) among companies listed on Borsa Istanbul in Turkey. Using panel data (2018–2022) from 30 non-financial firms, we construct a corporate digitalization index (CDI) as a proxy for DM through text mining analysis of digital-related terms in annual reports. CSE is evaluated via data envelopment analysis (DEA), utilizing environmental, social, and governance (ESG) scores of sustainability as inputs and profitability ratios as outputs. Panel regression analysis reveals a U-shaped curvilinear relationship, indicating that firms initially experience reduced efficiency due to high investment costs and adaptation challenges but subsequently achieve increased efficiency as they realize operational and strategic gains from advanced DM. These findings highlight the nonlinear dynamics of digital capability development, offering practical implications for firms aiming to optimize their sustainability strategies through effective digital transformation.

Authors

Institutions

Publication Details

Journal
Sustainable Futures
Published
2025-06-11
DOI
https://doi.org/10.1016/j.sftr.2025.100843
Citations
1
Primary Topic
Innovation Diffusion and Forecasting
Type
article
Field-Weighted Citation Impact
2.11
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Digital maturity and corporate sustainability: Evaluating efficiency dynamics in an emerging market context

Erkan Bayraktar, Ekrem Tatoğlu, Mustafa Kemal Yılmaz, Mine Aksoy
1 citations
Sustainable Futures
Innovation Diffusion and Forecasting
2.11
article

Digital maturity and corporate sustainability: Evaluating efficiency dynamics in an emerging market context

Erkan Bayraktar, Ekrem Tatoğlu, Mustafa Kemal Yılmaz, Mine Aksoy
article en
1 citations

Abstract

• A U-shaped link is found between digital maturity and sustainability efficiency. • Low digital maturity lowers efficiency due to high costs and internal adaptation issues. • High digital maturity improves ESG performance and corporate sustainability efficiency. • Firm size and financial risk negatively influence sustainability efficiency. • The study uses DEA and panel data to analyze firms in an emerging market context. This study examines the impact of digital maturity (DM) on corporate sustainability efficiency (CSE) among companies listed on Borsa Istanbul in Turkey. Using panel data (2018–2022) from 30 non-financial firms, we construct a corporate digitalization index (CDI) as a proxy for DM through text mining analysis of digital-related terms in annual reports. CSE is evaluated via data envelopment analysis (DEA), utilizing environmental, social, and governance (ESG) scores of sustainability as inputs and profitability ratios as outputs. Panel regression analysis reveals a U-shaped curvilinear relationship, indicating that firms initially experience reduced efficiency due to high investment costs and adaptation challenges but subsequently achieve increased efficiency as they realize operational and strategic gains from advanced DM. These findings highlight the nonlinear dynamics of digital capability development, offering practical implications for firms aiming to optimize their sustainability strategies through effective digital transformation.

Sustainable FuturesVol. 10
Gulf University for Science & Technology (KW), Yalova University (TR), Ibn Haldun University (TR)
Industry, innovation and infrastructure
Openalex Percentile: Top 13%
Innovation Diffusion and Forecasting
2.11
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Digital maturity and corporate sustainability: Evaluating efficiency dynamics in an emerging market context — Erkan Bayraktar, Ekrem Tatoğlu, et al. · Sustainable Futures (2025) | TGRS Research Map | TGRS