The Effect of Digitalization and Ownership Structure on The Financial Constraints of Indonesian Non-Financial Companies
Yulyanah Yulyanah, Farah Margaretha, Bahtiar Usman
Journal of Economics, Management and Trade · pp. 29–39 · Published 30 Mar 2026
10.9734/jemt/2026/v32i41408Abstract
Aims: This study aims to examine the influence of digitalization, managerial ownership, and family ownership on the financial constraints of non-financial companies in Indonesia, while contributing to the literature on digital transformation and corporate governance in emerging markets. Study Design: This study adopts a quantitative research design using panel data regression analysis. Place and Duration of Study: This study uses secondary data from non-financial companies listed on the Indonesia Stock Exchange (IDX) during the period 2020–2024. Methodology: A total of 41 companies were selected as research samples using purposive sampling, resulting in 205 firm-year observations. The analysis was conducted using panel data regression with the Fixed Effects Model (FEM), selected based on model suitability tests. Digitalization, managerial ownership, and family ownership are used as independent variables, while financial constraints are used as the dependent variable. Results: The results show that digitalization has a positive and significant effect on financial constraints. Managerial ownership also has a positive and significant effect on financial constraints, while family ownership has a positive effect on financial constraints. The independent variables explain approximately 97.15% of the variation in financial constraints. Conclusion: The findings indicate that digitalization, managerial ownership, and family ownership tend to increase financial constraints. This study provides important managerial implications, suggesting that firms need to carefully manage digital investment decisions alongside sound cash flow and financing strategies. Furthermore, higher managerial and family ownership should be balanced with improved transparency and disclosure quality to reduce concerns from creditors and investors.
Cited by 0
No indexed citations yet.
Related research
- Impact of COVID-19 on SMEs and the Role of Digitalization — shares topic coverage
- The Influence of Knowledge Sharing and Digitalization Improvement towards Employees’ Productivity: A Qualitative Approach — shares topic coverage
- A Holistic Review on Impact of Demonetization on Animal Husbandry Sector — shares topic coverage
- Digital Technologies in Crop Genotype Designing Methods: Scope, Limitations and Future Perspectives — shares topic coverage
- The Impact of the COVID 19 Pandemic on the Digitalization of Municipal Administration, the Development of E-Governance — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
0
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.