The study identifies a research gap in the absence

The gap

Evidence profile

Sourced from the limitations and stated research gap and future-work section and stated challenges of the source papers, classified as general, spanning 3 journals.

Supporting evidence — 6 representative gaps

• An AI-Driven Policy Intelligence Framework for Transforming National Data into Evidence-Based Public Policy (2026) · Jurnal Penelitian Sains Teknologi · doi

  restricts to manage complex datasets and respond to rapidly changing socioeconomic dynamics. Consequently, there is a growing need to develop integrated information systems enhanced with intelligent analytics to support in governance. decision-making strategic c. National Data Governance and Evidence-Based Policy National data represent a strategic asset in supporting effective and targeted public policymaking. The concept of evidence-based policy emphasizes that policies should be grounded in valid empirical data to improve decision quality and reduce subjective bias. in practice, national data governance in many developing countries still faces significant challenges, including data However, fragmentation, limited interoperability, and inconsistent data quality. These issues hinder the optimal utilization of available data in decision-making processes. An et al highlight the importance of integrated data infrastructures to support research and datadriven decision-making more effectively. In Indonesia, these challenges are further compounded by the distribution of data across multiple institutions with differing standards, making cross-sectoral integration difficult. As a result, public policies are often not based on comprehensive data and tend to be reactive rather than proactive. This underscores the necessity of strengthening national data governance as a prerequisite for achieving evidence-based policymaking. d.

  generallimitationsevidence 5/5
  Keywords: governance decision making national based evidence integrated support strategic policy public policymaking policies quality challenges
• Strategic Policy for Strengthening Weather Services Governance through Public–Private Engagement in Indonesia (2026) · JURNAL ILMIAH GEMA PERENCANA · doi

  The absence of standard operating procedures and formal commercial data licensing leaves public-private interactions largely unregulated in Indonesia. The governance gap poses risks to information standardization and national atmospheric data sovereignty. The study identifies a need for a robust and adaptive governance architecture capable of managing the expanding digital weather service ecosystem.

  generalstated research gapevidence 5/5
  Keywords: absence standard operating procedures formal commercial data licensing
• Rekonstruksi Kewenangan Koordinatif dan Tata Kelola Integrasi Data Multi-Instansi dalam Pemenuhan Indeks Kesejahteraan Sosial (IKESOS) Kota Salatiga (2026) · Cerdika Jurnal Ilmiah Indonesia · doi

  Future research could explore the impact of data integration and governance on social welfare development outcomes in different contexts. It could also examine the effectiveness of different policy interventions in addressing the challenges of data governance in social welfare development. Further research is needed to develop more comprehensive frameworks for analyzing the root causes of problems in IKESOS data governance and identifying potential solutions.

  generalfuture-work sectionevidence 5/5
  Keywords: future research explore impact data integration governance social
• Rekonstruksi Kewenangan Koordinatif dan Tata Kelola Integrasi Data Multi-Instansi dalam Pemenuhan Indeks Kesejahteraan Sosial (IKESOS) Kota Salatiga (2026) · Cerdika Jurnal Ilmiah Indonesia · doi

  The study identifies several challenges, including the lack of formal authority and fragmented bureaucracy in Salatiga City. It also highlights the need for more effective solutions to address the challenges of data governance in social welfare development. The study suggests that the lack of technical capacity and resources is a major challenge in implementing data integration and governance solutions.

  generalstated challengesevidence 5/5
  Keywords: study identifies several challenges including lack formal authority
• An AI-Driven Policy Intelligence Framework for Transforming National Data into Evidence-Based Public Policy (2026) · Jurnal Penelitian Sains Teknologi · doi

  The study identifies a research gap in the absence of a systematic conceptual model that integrates national data, Information Systems, and Artificial Intelligence into a unified model for public policy support. The study highlights the limitations of existing research in addressing the challenges of data fragmentation and limited analytical capabilities.

  generalstated research gapevidence 5/5
  Keywords: study identifies research gap absence systematic conceptual model
• Rekonstruksi Kewenangan Koordinatif dan Tata Kelola Integrasi Data Multi-Instansi dalam Pemenuhan Indeks Kesejahteraan Sosial (IKESOS) Kota Salatiga (2026) · Cerdika Jurnal Ilmiah Indonesia · doi

  The study identifies a research gap in the literature on data governance and policy analysis in the context of social welfare development. It highlights the need for more research on the impact of data integration and governance on social welfare development outcomes. The study suggests that further research is needed to develop more effective solutions to address the challenges of data governance in social welfare development.

  generalstated research gapevidence 4/5
  Keywords: study identifies research gap literature data governance policy

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