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January 14, 2026Healthcare0 citationsOpen Access

Environmental Dynamics and Digital Transformation in Lower-Middle-Class Hospitals: Evidence from Indonesia

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FBFaisal BinsarMHMohammad HamsalMIMohammad Ichsan

Key Points

  • This research examines the relationship between environmental dynamism and digital capabilities in lower-middle-class hospitals in Indonesia.
  • Conducted a quantitative, cross-sectional survey in Class C and D hospitals across Indonesia.
  • Survey respondents included hospital directors, deputy directors, and IT heads.
  • Data were collected using structured questionnaires measuring environmental dynamism and digital capability.
  • Reliability testing yielded Cronbach’s alpha values above 0.96 for both constructs.
  • Correlation analysis was performed to assess the relationship between environmental dynamism and digital capability.
  • Findings reveal a weak positive correlation (r = 0.1816) between environmental dynamism and digital capability.
  • External factors like policy regulations and technological competition encourage digital adoption.
  • Hospitals face challenges including low ICT budgets, inconsistent staff training, and insufficient infrastructure.

Abstract

Background/Objectives: Digital transformation is increasingly essential for healthcare organizations to improve operational efficiency and service quality. However, in developing countries such as Indonesia, many lower-middle-class hospitals lag due to limited financial, human, and infrastructural resources. This study examines how environmental dynamism—comprising regulatory changes, market pressures, and technological shifts—affects the digital capabilities of these hospitals. Methods: A quantitative, cross-sectional survey was conducted in Class C and D hospitals across Indonesia. Respondents included hospital directors, deputy directors, and IT heads. Data were collected through structured questionnaires measuring environmental dynamism and digital capability using a six-point Likert scale. Reliability testing yielded Cronbach’s alpha values above 0.96 for both constructs. Correlation analysis was performed to examine the relationship between environmental dynamism and digital capability. Results: Findings reveal a weak positive correlation (r = 0.1816) between environmental dynamism and digital capability. Although external factors such as policy regulations and technological competition encourage digital adoption, hospitals with limited internal resources struggle to translate these pressures into sustainable transformation. Key challenges include low ICT budgets, inconsistent staff training, and insufficient infrastructure. Conclusions: The results suggest that environmental change alone cannot drive digital readiness without internal capacity development. To foster resilient digital healthcare ecosystems, policy interventions should integrate regulatory frameworks with practical support programs that strengthen resources, leadership, and human capital in lower-middle-class hospitals.

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Cite This Study

Binsar et al. (2026) studied this question.

synapsesocial.com/papers/6966f32713bf7a6f02c00dc4https://doi.org/10.3390/healthcare14020182
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