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Artificial Intelligence and Big Data Analytics for Sustainable Value Creation: A Systematic Review of Digital Capabilities across Supply Chains and Industrial Ecosystems Ismail Rasulong; Abdul Khaliq; Asrijal Bintang; Kahar Kahar
JURNAL STUDI MANAJEMEN ORGANISASI Vol 23, No 1 (2026): 2026
Publisher : Faculty of Economics and Business | Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jsmo.v23i1.81899

Abstract

Artificial intelligence (AI) and big data analytics (BDA) are increasingly recognized as strategic enablers of sustainable value creation across supply chains and industrial ecosystems. Despite the rapid growth of research on AI- and data-driven sustainability initiatives, existing studies remain fragmented across sectors, theoretical perspectives, and levels of analysis. This systematic literature review (SLR) synthesizes peer-reviewed research to elucidate how AI- and BDA-enabled digital capabilities contribute to economic, environmental, and social sustainability outcomes. Guided by the PRISMA framework, the review examines 26 journal articles indexed in Scopus. Drawing on dynamic capability theory, the resource-based view, and complementary institutional and ecosystem perspectives, the findings are organized into four thematic domains: (1) AI and BDA as digital capabilities for sustainable value creation, (2) mediating mechanisms linking digital capabilities to sustainability outcomes, (3) ecosystem- and institution-level contingencies shaping impact realization, and (4) emerging research frontiers, including Industry 5.0, circular economy models, and responsible AI. The review reveals that AI and BDA seldom generate sustainability outcomes directly; instead, their impacts are largely mediated by organizational capabilities, supply chain coordination, and governance structures. Moreover, contextual factors such as regulatory environments, market turbulence, and ecosystem maturity significantly influence the direction and magnitude of sustainability outcomes. Persistent research gaps are identified, including limited longitudinal evidence, inconsistent sustainability metrics, the underrepresentation of social sustainability, and insufficient integration of ethical and governance considerations. Overall, this SLR advances a capability-based understanding of AI-enabled sustainability and provides actionable insights for scholars, managers, and policymakers seeking to support responsible and ecosystem-oriented digital transformation.
Financial Management Implementation and Good University Governance in Muhammadiyah Higher Education Institutions in South Sulawesi Liya Saputri; Asrijal Bintang; Kahar; Irwan Abdullah
Al-Kharaj: Journal of Islamic Economic and Business Vol. 8 No. 3 (2026): Vol. 8 No. 2 (2026): All articles in this issue include authors from 3 countrie
Publisher : LP2M IAIN Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24256/kharaj.v8i3.11569

Abstract

Financial management is a crucial foundation for implementing Good University Governance in private faith-based higher education institutions, particularly in Muhammadiyah Higher Education Institutions in South Sulawesi. This study aims to examine how financial management is implemented, how transparency, accountability, and participation are practiced, and how institutional efforts support governance improvement within Muhammadiyah higher education. This study employed a descriptive qualitative approach involving selected Muhammadiyah Higher Education Institutions in South Sulawesi. Data were collected through interviews, document analysis, and observation, focusing on financial planning, budgeting, implementation, reporting, accountability, and compliance with Muhammadiyah financial management guidelines. The findings show that the studied institutions have generally implemented financial management according to formal Muhammadiyah guidelines. Financial planning and budgeting are conducted through institutional mechanisms, while transparency and participation have been applied through internal communication, budget discussions, and involvement of relevant institutional units. However, accountability remains the most challenging dimension. Delays in financial reporting, limited human resource competence, uneven financial literacy, and inadequate information technology systems reduce the effectiveness of financial accountability. The discussion indicates that Good University Governance in Muhammadiyah higher education requires not only formal rules but also professional financial personnel, integrated digital systems, internal supervision, and institutional commitment to transparency and accountability. This study contributes to the literature by highlighting the hybrid nature of financial governance in faith-based private higher education, where formal governance principles, religious values, organizational guidelines, and institutional capacity interact. Strengthening financial governance is essential for improving public trust, institutional credibility, and long-term sustainability.
WOMEN ENTREPRENEURSHIP IN SMES: A SYSTEMATIC REVIEW OF DIGITAL INNOVATION, GENDER EQUALITY, AND SUSTAINABLE GROWTH STRATEGIES Asrijal Bintang; Ismail Rasulong; Kahar
Multidisciplinary Indonesian Center Journal (MICJO) Vol. 3 No. 1 (2026): Vol. 3 No. 1 Edisi Januari 2026
Publisher : PT. Jurnal Center Indonesia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62567/micjo.v3i1.2002

Abstract

This systematic literature review explores the interconnected dimensions of digital innovation, gender equality, and sustainability in women-owned small and medium-sized enterprises (SMEs). The primary aim is to synthesize existing knowledge to address integration challenges these enterprises face. The researchers analyzed 436 peer-reviewed articles from the Scopus database, published between 2010 and 2025, using bibliometric and qualitative thematic techniques based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. Findings highlight that digital innovation significantly enhances market access, operational efficiency, and resource mobilization, empowering women entrepreneurs to overcome structural barriers. Gender equality initiatives play a crucial role in creating supportive ecosystems, promoting diverse leadership styles, and fostering inclusive organizational cultures conducive to sustainable business practices. Thematic analyses reveal specific success factors including robust social networks, targeted mentorship programs, and inclusive financial mechanisms. However, systemic barriers persist, notably limited access to capital, entrenched sociocultural biases, and insufficient digital literacy. Methodologically, research predominantly utilizes quantitative approaches, suggesting a need for integrated mixed-method frameworks to better capture nuanced entrepreneurial experiences. Geographical disparities indicate that women entrepreneurs face different challenges and opportunities across developed and developing contexts, underscoring the necessity for context-specific policy interventions. This review adds to our understanding by combining ideas from entrepreneurial ecosystem perspectives, Gender Empowerment Theories, and the Resource-Based View, providing a complete look at sustainable, fair, and digitally innovative business practices. Future research should focus on intersectional methodologies, longitudinal studies, and comparative analyses across diverse contexts.