Pythagorean multi-fuzzy N-soft sets: a novel hybrid model for group decision making and its applications in distance education Fatia Fatimah, , Elin Herlinawati, Andriyansah, and Aims Mathematics, 2026 The rapid development of distance education has led to a pressing need for practical evaluation of learning platforms, especially in situations where decision-making involves multiple evaluators and uncertain information. To address this need, we introduce a new hybrid model called Pythagorean Multi-Fuzzy N-Soft Sets (PMFNSS). This model is designed to improve group decision-making under complex and ambiguous conditions. The proposed PMFNSS model was built by combining Pythagorean Fuzzy N-Soft Sets (PFNSS) and Multi-Fuzzy N-Soft Sets (MFNSS). First, we formally defined the concept of PMFNSS. Next, we proposed a group decision-making algorithm based on the framework. Finally, to validate its applicability, the model was used in a real-life case study on the evaluation of digital learning platforms in distance education. The results indicated that PMFNSS can serve as a multi-attribute group decision-making tool. Its application to distance education offers a systematic approach to evaluating and optimizing digital learning platforms for resource efficiency and sustainability.
Enabling routines for green innovation: Strategic management processes, entrepreneurial motivation, creativity, and work performance in Indonesian SMEs Wardhani Hakim, Fakhrul Indra Hermansyah, Haeriah Hakim, Andriyansah, Alif Razaq Aryadi, Naila Syahirah Irwansyah Problems and Perspectives in Management, 2026 Type of the article: Research ArticleAbstractThis study investigates how entrepreneurial motivation and the strategic management process, conceptualized as enabling routines, shape organizational creativity and green innovation, and how green innovation relates to employee performance in resource-constrained Indonesian SMEs. In 2025, an online survey targeted SME owners and managers with decision authority for strategy, innovation, or human resources across nine Indonesian cities. Invitations were sent to 1,300 SMEs, 412 responses were received (31.7%), and 377 usable cases remained after screening. PLS-SEM (5,000 bootstrap resamples) indicates that strategic management process predicts organizational creativity (β = 0.682, p < 0.001), which predicts green innovation (β = 0.288, p < 0.001) and, in turn, employee performance (β = 0.574, p < 0.001). Entrepreneurial motivation negatively predicts organizational creativity (β = −0.084, p = 0.003). Mediation tests confirm a positive serial indirect effect from strategic management process to employee performance via creativity and green innovation (β = 0.113, p = 0.001) and a negative serial indirect effect for entrepreneurial motivation via the same pathway (β = −0.014, p = 0.007). The model integrates dynamic capabilities and self-determination perspectives by positioning organizational creativity as the microfoundational mechanism. The results imply that disciplined strategic routines provide an enabling infrastructure for creativity-based green implementation, whereas pressure-oriented motivation can undermine the creative engagement required for sustainability change. The evidence is limited by cross-sectional, self-reported data from one country, and future research should employ longitudinal and multi-source designs.AcknowledgmentWe declare that this paper did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. We thank the participating SME owner-managers and the research assistants who supported fieldwork across the study cities. Ethical approval was obtained from the relevant institutional committee, and all participants provided informed consent. We gratefully acknowledge the use of ChatGPT (OpenAI, 2025 version) to support language refinement and grammar improvement during manuscript preparation. The tool was used exclusively for copy-editing to enhance linguistic clarity and readability. No part of the research design, data collection, data analysis, interpretation of results, or substantive content was generated by AI. We take full responsibility for the accuracy, integrity, and originality of the paper.
A Hybrid Fractional Chebyshev-Legendre Spectral Collocation Method for Hamilton-Jacobi-Bellman Equations Alvian Alif Hidayatullah, Subchan Subchan, Sena Safarina, Tahiyatul Asfihani, R. Mohamad Atok, Irma Fitria, Andriyansah, Kasno Pamungkas IEEE Access, 2026 Stochastic optimal control problems are commonly formulated as optimization problems constrained by stochastic dynamical systems, whose value functions satisfy Hamilton–Jacobi–Bellman (HJB) equations. Owing to their strong nonlinearity and high dimensionality, closed-form solutions of HJB equations are rarely available, thereby motivating the development of robust and highly accurate numerical methods. This research introduces two hybrid spectral–collocation strategies for the numerical solution of stochastic HJB equations, constructed from different combinations of orthogonal polynomial bases. The first strategy utilizes shifted Chebyshev polynomials for time approximation and fractional-order Legendre polynomials for state approximation, while the second utilizes shifted Legendre polynomials in time and fractional-order Chebyshev polynomials in state. A convergence analysis is developed within the Caputo fractional derivative framework to justify the proposed methods and to establish the associated error estimates. The resulting nonlinear algebraic system is then solved using the collocation method. Numerical simulations, including an application to a resource extraction model, confirm that the proposed methods attain a high level of accuracy and exhibit convergence rates in strong agreement with the theoretical predictions. These results demonstrate that the developed hybrid spectral–collocation frameworks constitute reliable and efficient tools for addressing stochastic optimal control problems based on HJB equations.
Organizational Agility Based on Automatic Patch Work Behavior in the Era of Environmental Uncertainty Ahmad Gunawan, Abdul Rahman Rahim, Andriyansah Andriyansah, Fatia Fatimah Journal of Applied Science Engineering Technology and Education, 2025 This study focuses on modeling organizational agility based on a synthetic construct, namely automatic patch work behavior, which is proposed, conceptualized, and confirmed by theoretical validation, empirical validation, and nomological validation. The research model involved 219 respondents from the Badan Pusat Statistik (BPS) employees in West Sulawesi Province through cluster sampling techniques accompanied by eligible control of inclusion and exclusion samples, data were obtained using an e-questionnaire in December 2024. Structural equation modeling analysis confirmed that this study was able to present theoretical contributions in the field of strategic human resource management by positioning automatic patch work behavior as a new and meaningful entity and impacting that automatic patch work behavior allows for linking work behavior to organizational agility in an era of environmental uncertainty. Practical implications were identified through the ability of automatic patch work behavior directly or through the mediation of employees' dynamic capabilities and employee agility to encourage increased organizational agility. The locus of this research was conducted in government agencies, but this research model can also be replicated in business companies, so that employee characteristics (including automatic patch work behavior) in various workplaces in their contribution to organizational sustainability (including organizational agility) can be confirmed more comprehensively and represented, and equipped with ideas and research models that are always updated.
Exploring Sustainable Tourism Resources to Realise Ergo Green Tourism in Indonesia Andriyansah Andriyansah, Subchan Subchan, Kasno Pamungkas, Ira Geraldina, Andi Harmoko Arifin, Cynthia Ayu Manggarani Aptisi Transactions on Technopreneurship, 2025 This research examines sustainable tourism in Indonesia, focusing on Ergo Green Tourism, a model that integrates ergonomic principles with green tourism. With the tourism sector significant economic contribution, there is a growing need for a model that balances environmental sustainability with tourist comfort. The research aims to evaluate the Ergo Green Tourism model by analyzing the relationships between Environmental Green Knowledge, Green Marketing, and Environmental Protection in promoting sustainability and improving tourism performance in Indonesia. A quantitative approach using Structural Equation Modeling (SEM) was employed. Data was gathered from MSMEs in key Indonesian tourist destinations through structured questionnaires and in-depth interviews, combining both quantitative and qualitative insights. The findings show that environmental protection and environmental knowledge positively influence green marketing, Ergo Green Tourism, and sustainability. Furthermore, green marketing significantly enhances the development of Ergo Green Tourism. This research highlights the importance of integrating green and ergonomic practices into tourism. It provides actionable insights for stakeholders, including MSMEs and policymakers, and suggests further research to refine the model and assess its long-term impact across different regions in Indonesia.
Product Values in the Digital Era and the Quest for Sustainable Competitive Advantage: A Bibliometric Mapping of Trends Andriyansah Andriyansah, Nika Saputra International Review of Management and Marketing, 2025 Digital transformation is reshaping how organizations create product value and sustain competitive advantage, with technologies like Artificial Intelligence (AI), the Internet of Things (IoT), and blockchain playing a pivotal role. However, few studies integrate the concepts of product value and competitive advantage within a digital framework. This study uses a bibliometric approach aligned with PRISMA guidelines to explore shifts in academic discussions on product value and sustainable competitive positioning in the digital age. Data from the Scopus database (2014-2024) were analyzed using VOSviewer and Biblioshiny R software to identify key research themes and trends. Findings reveal a gap in research that holistically addresses product value dimensions, even though digital technologies have significant impacts. Sustainability is a key theme, yet its integration with digital technologies for sustainable product development is underexplored. This study highlights the need for greater integration of digital technologies and sustainability principles to enhance product value and ensure long-term competitive advantage. It contributes to the field by offering a bibliometric overview of current research trajectories and suggesting future research directions.
Cross-Cultural Adoption of Gamified Attendance Systems: Opportunities and Challenges for Multinational Enterprises Untung Rahardja, Andriyansah Andriyansah, Elisa Ananda Natalia, Marviola Hardini, Dwi Julianingsih International Journal of Engineering Science and Information Technology, 2025 The increasing adoption of gamified systems in workplace settings has garnered significant attention, particularly in multinational enterprises (MNEs) seeking innovative approaches to enhance team member engagement and productivity. Background Gamified attendance systems, integrating game elements such as points, leaderboards, and rewards, present a novel strategy for improving attendance and punctuality across diverse cultural contexts. However, implementing such systems in cross-cultural settings poses unique challenges and opportunities. Objective: This study explores the factors influencing the adoption of gamified attendance systems in MNEs, focusing on cross-cultural adaptability and its implications for organisational performance. Research Method A mixed-methods approach was employed, combining qualitative interviews with HR managers and employees from diverse cultural backgrounds with a quantitative survey targeting 350 employees across 10 MNEs. Data were analysed using thematic analysis and structural equation modelling to identify cultural and organisational determinants of success. Results The findings reveal that cultural dimensions, such as power distance and individualism, significantly impact team member perceptions and engagement with gamified systems. While gamification enhanced attendance rates and morale in low-power-distance cultures, it faced resistance in high-power-distance environments. Additionally, alignment with organisational goals and transparent communication were critical for successful implementation. Conclusion: This study underscores the importance of cultural sensitivity and strategic planning in the cross-cultural adoption of gamified attendance systems. By addressing these factors, MNEs can leverage gamification to foster a more engaged and productive workforce, enhancing global operational efficiency. Future research should explore longitudinal impacts and sector-specific adaptations to optimise implementation outcomes.
Investing in ergo-iconic value of distance scientific seminars organisers in the COVID-19 pandemic to improve organiser performance N.A. Andriyansah, Zainur Hidayah, N.A. Rulinawaty, Mery Noviyanti, Endi Isnarno, Rahayu Indriasari International Journal of Knowledge and Learning, 2025 This study aims to implement the ergo-iconic value for online seminar organisers to increase the number of seminar participants. The indicators of this research are related to the performance of seminar organisers with variable management performance, seminar theme, seminar implementation time, material and discussion, and material and discussion. Ergo-iconic value is a sense of comfort positioned by the organiser with inherent characteristics of the parties organiser. Snowball technique research data as many as 543 respondents. Research results find that the score of comfortable distance seminar participants far lies in the seminar media, time maintenance, and themes and speakers offered by the party organiser. Other indicators of investigation score comfortable for seminar implementation is the ability to communicate with participants and the depth and breadth of the material presented for scientists. The implication of this research is that seminar organisers can use ergo-iconic value investment to improve quality and add comfortable value for seminar participants.
Optimizing Federated Learning Efficiency for Real-Time Online Course Applications Karno Diantoro, Merrieayu Puspita Hannah, Andriyansah, Muhammad Wali, Sudaryono, Indrajani Sutedja, Nur Silawati Proceeding 2025 4th International Conference on Creative Communication and Innovative Technology Empowering Transformative Mature Leadership Harnessing Technological Advancement for Global Sustainability Iccit 2025, 2025 The escalating demand for real-time interaction in mass online courses necessitates efficient and scalable data processing. This paper investigates the efficacy of an energy-efficient federated learning (FL) framework for enabling real-time functionalities within such educational platforms. By lever-aging decentralized computation across numerous student devices, the proposed framework aims to reduce server load and enhance responsiveness while minimizing energy consumption. This research evaluates the framework’s performance in tasks such as real-time question answering, immediate feedback provision, and dynamic content adaptation. Experimental results, conducted on simulated and real-world online course datasets, demonstrate the framework’s ability to maintain high accuracy and low latency for real-time features, while significantly improving energy efficiency compared to traditional centralized learning approaches. The findings highlight the potential of energy efficient FL frameworks to revolutionize the delivery of interactive and resource conscious online education.
Strategic Workforce Management in Healthcare for Digital Solutions and Global Collaboration in SDG 3 Lista Meria, Andriyansah, Andri Waskito, Dwi Andayani, Nuke Puji Lestari Santoso, Dwi Apriliasari, Kamal Al-Farouqi Proceeding 2025 4th International Conference on Creative Communication and Innovative Technology Empowering Transformative Mature Leadership Harnessing Technological Advancement for Global Sustainability Iccit 2025, 2025
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Antecedent variables to increase academic achievement in distance education for students in the indonesian archipelago (Case study of upbjj-ut ternate) International Journal of Scientific and Technology Research, 2019
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The role of quality of entrepreneurial networking and responsiveness to global business environment in improving the marketing performance of indonesian exporting SMEs Quality Access to Success, 2018
Investigating Muslim consumer behavior in purchasing habbat al sauda (Nigella Sativa) International Journal of Civil Engineering and Technology, 2017
A structural equation modelling approach on tourism mega event of total solar eclipse and customer value in belitung, Indonesia International Journal of Mechanical Engineering and Technology, 2017
Does accounting control system boost marketing capabilities? International Journal of Civil Engineering and Technology, 2017
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