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Full-Text Articles in Technology and Innovation

Moving From Feasible Solutions To Sustainable Systems In The Built Environment, Mohammed Ali Berawi, Mustika Sari, Perdana Miraj Dec 2025

Moving From Feasible Solutions To Sustainable Systems In The Built Environment, Mohammed Ali Berawi, Mustika Sari, Perdana Miraj

CSID Journal of Infrastructure Development

The built environment plays a crucial role in global sustainability efforts. Buildings, infrastructure, and cities consume large amounts of energy and materials that shape social behavior, and lock in environmental impacts. Over the past two decades, research has produced a wide range of technical solutions to reduce these impacts. Renewable energy systems, energy-efficient buildings, alternative construction materials, and new construction methods are no longer experimental concepts. Many have proven technical and economic potential. Yet, real-world transformation remains slow and uneven. This gap suggests that sustainability challenges in the built environment are no longer driven by a lack of technology. Instead, …


Barriers To The Adoption Of Modular Construction Technology In South Africa, Mokete Matoba, Christopher Amoah Dec 2025

Barriers To The Adoption Of Modular Construction Technology In South Africa, Mokete Matoba, Christopher Amoah

CSID Journal of Infrastructure Development

Construction, mining, and manufacturing are the most significant contributors to South Africa's GDP. While manufacturing and other industries utilise advanced technologies to enhance productivity, he construction industry continues to lag behind in technological adoption. This study examines the barriers that hinder the South African construction industry from leveraging the benefits of modular construction technologies (MCT). The study employed a quantitative research method, using closed-ended questions to collect data. The questionnaires were emailed to South African construction industry professionals selected through a combination of purposive and convenience sampling. A total of 98 questionnaires were distributed, of which 46 were returned. However, …


Effects Of Calcination Conditions Of Locust Bean Pod On The Mechanical Properties Of Locust Bean Pod Ash High-Strength Concrete, Iorwuese Anum, Umar Abdullahi, Megat Azmi Megat Johari, Felix Nkapheeyan Isa Dec 2025

Effects Of Calcination Conditions Of Locust Bean Pod On The Mechanical Properties Of Locust Bean Pod Ash High-Strength Concrete, Iorwuese Anum, Umar Abdullahi, Megat Azmi Megat Johari, Felix Nkapheeyan Isa

CSID Journal of Infrastructure Development

Locust Bean Pod Ash (LBPA) is produced from the calcination of Locust Bean Pod (LBP), an agricultural waste of the African locust bean tree (Parkia biglobosa). This study evaluated the use of LBPA obtained through controlled calcination and open burning as a supplementary cementitious material (SCM) in high-strength concrete (HSC). Cement was replaced by LBPA at 5%, 10%, 15%, and 20% by weight using both ashes—LC for ash produced through calcination at 600 °C, and LO for ash obtained through open burning. Slump and strength were assessed, including compressive strength (100 × 100 × 100 mm cubes) and splitting tensile …


Green Connectivity In Metropolitan Jabodetabek: Climate Change And The Challenge Of Urban Forest, Safira Maharani Putri, Hendricus Andy Simarmata Dec 2025

Green Connectivity In Metropolitan Jabodetabek: Climate Change And The Challenge Of Urban Forest, Safira Maharani Putri, Hendricus Andy Simarmata

CSID Journal of Infrastructure Development

Urban areas in Indonesia, particularly the Greater Jakarta metropolitan region (Jabodetabek), are increasingly experiencing the adverse effects of climate change, such as the Urban Heat Island (UHI) phenomenon. Rapid urbanization has contributed significantly to rising greenhouse gas emissions and deteriorating environmental quality. Urban forests are one of the key solutions to mitigate these impacts; however, their spatial distribution in Jabodetabek remains suboptimal and poorly connected. This study uses NDVI as a proxy for urban forest density, where “urban forest” refers to vegetated areas within cities as defined by Presidential Regulation No. 60/2020. The research addresses the following question: How has …


Enhancing Health And Safety Practices In Construction Site In Developing Nations Through Technology Advancement In South Western Nigeria, Mubaraq Lawal, Abba Mahmud, Ismail Gbolahan Dere, Thankgod Agbo Owoicho Dec 2025

Enhancing Health And Safety Practices In Construction Site In Developing Nations Through Technology Advancement In South Western Nigeria, Mubaraq Lawal, Abba Mahmud, Ismail Gbolahan Dere, Thankgod Agbo Owoicho

CSID Journal of Infrastructure Development

The construction sector plays a critical role in urban development and economic growth, yet it continues to face major challenges that threaten worker health and safety. Traditional safety measures are not always sufficient for the complex conditions found on construction sites, which creates a need for technology‑based solutions. This study investigates the relationship between technology adoption and health and safety practices in the construction industry in Lagos, Nigeria. The study identifies the major causes of site accidents, examines the level of technology use on construction sites, and reviews existing literature through both primary and secondary data. Primary data were collected …


Exploring The Horizontal Static And Dynamic Shading Devices To Minimize Cooling Load In Tropical Buildings, Hilmi Fitriatulamal, Ova Candra Dewi, Miktha Farid Alkadri, Kartika Rahmasari Dec 2025

Exploring The Horizontal Static And Dynamic Shading Devices To Minimize Cooling Load In Tropical Buildings, Hilmi Fitriatulamal, Ova Candra Dewi, Miktha Farid Alkadri, Kartika Rahmasari

CSID Journal of Infrastructure Development

Shading devices are essential for reducing solar radiation and cooling loads in buildings located in tropical climates. In the Jakarta region, the highest solar factor is observed on west- and east-facing facades, followed by north- and south-facing orientations. National building policy in Indonesia encourages facades to face north–south to reduce solar heat gain. This study explores horizontal static and dynamic shading devices on north-facing facades and evaluates their impact on cooling load reduction and daylight performance. The methodology includes calculating and simulating energy use intensity (EUI) using EnergyPlus and conducting illuminance analysis using Radiance and Grasshopper. Key parameters considered in …


Smart Building Rating System: A Comparative Analysis Of National And International Rating Systems, Amanah Hamidah, Mohammed Ali Berawi, Mustika Sari, Gunawan Saroji Dec 2025

Smart Building Rating System: A Comparative Analysis Of National And International Rating Systems, Amanah Hamidah, Mohammed Ali Berawi, Mustika Sari, Gunawan Saroji

CSID Journal of Infrastructure Development

Smart buildings have become a key part of the Fourth Industrial Revolution, driven by the need for efficient, sustainable, and adaptive built environments. Their importance is growing alongside Indonesia’s effort to develop smart cities. This study compares Indonesia’s national smart building certification system, established under Ministerial Regulation No. 10 of 2023, with two international systems: the European Union’s Smart Readiness Indicator (SRI) and the SmartScore certification. The analysis uses a literature review and comparative method to examine each system’s assessment criteria, scoring method, and certification tier. The findings show that Indonesia’s regulation includes six parameters, such as cybersecurity and operational …


Beyond Numbers: Decoding The Dynamics Of Qualitative Accounting Research Across Decades, Triana Eva Adiningsih Dec 2025

Beyond Numbers: Decoding The Dynamics Of Qualitative Accounting Research Across Decades, Triana Eva Adiningsih

Jurnal Akuntansi dan Keuangan Indonesia

Background: This study examines the realm of qualitative research in accounting, highlighting its evolving methodologies and thematic emphasis. There has been increasing interest in qualitative methodologies, such as literature reviews, SLRs, archival research, bibliometric studies, and interviews, to explore the complex nature of accounting practices. Methods: This study identifies the principal themes, trends, and prominent authors in qualitative accounting research through a systematic approach that incorporates bibliometric analysis using VOSviewer and a thorough assessment of Scopus-indexed journals. Findings: The findings highlight significant themes, including sustainability, technology, governance, and the impact of global occurrences, such as the COVID-19 pandemic, on accounting …


The Influence Of Ai Use On Innovativeness In Higher Education Institutions, Joanna Zimmer, Katarzyna Tworek Dec 2025

The Influence Of Ai Use On Innovativeness In Higher Education Institutions, Joanna Zimmer, Katarzyna Tworek

European Management Studies

Purpose: The aim of the study is to analyse the influence of AI tools use on innovativeness through Employees’ Dynamic Capabilities (EDC) among Higher Education Institutions (HEIs), taking into account regulation concerning AI and its possible moderating impact on that relation.

Design/methodology/approach: A critical literature review was combined with empirical research. The empirical research was conducted using a survey questionnaire on a group of 529 university employees from four European countries: France, Poland, Spain, and Great Britain. To ensure a diverse dataset, responses were collected from multiple sources, including an internal collaborative network and a purchased respondent panel. Data …


Comparison Of Basic Research Of Major Bay Area International Science And Technology Innovation Centers And Implications, Wenneng Zhou, Yun Liu, Dong Guo, Tara Qian Sun, Liying Yang Dec 2025

Comparison Of Basic Research Of Major Bay Area International Science And Technology Innovation Centers And Implications, Wenneng Zhou, Yun Liu, Dong Guo, Tara Qian Sun, Liying Yang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Basic research has become an important source of scientific and technological innovation and industrial innovation, and it is of great significance for supporting and leading the construction of the international science and technology innovation center in the Guangdong-Hong Kong-Macao Greater Bay Area. In recent years, basic research in the Guangdong-Hong Kong-Macao Greater Bay Area has shown a sound development momentum. Compared with the international science and technology innovation centers in major overseas bay areas, it has obvious advantages in high-level universities and research institutions, major scientific infrastructure, and basic research outputs. Nevertheless, there are still relatively large gaps in the …


Conditions Of The Enterprise Energy Management And Energy Transformation – A Risk Management Perspective, Waldemar Kozioł Dec 2025

Conditions Of The Enterprise Energy Management And Energy Transformation – A Risk Management Perspective, Waldemar Kozioł

Studia i Materiały Wydział Zarządzania Uniwersytet Warszawski

Purpose: The main purpose of the article is to initially indicate the role of risk management and the main areas of risk analysis in the energy transformation process as an element of systemic energy management at the enterprise level.

Methodology: The basic method is literature studies on energy management, risk management and economic transformation processes, supplemented by unstructured interviews with managers from energy, transport, automotive and chemical industries conducted during advisory activities.

Results: Based on literature studies and interviews conducted as part of ongoing research and consulting projects, it can be tentatively indicated that the most important …


Acceptability Of Using Brain-Computer Interface In The Workplace – Attitudes Of Prospective Employees, Aneta Biernikowicz Dec 2025

Acceptability Of Using Brain-Computer Interface In The Workplace – Attitudes Of Prospective Employees, Aneta Biernikowicz

Studia i Materiały Wydział Zarządzania Uniwersytet Warszawski

Purpose: This study aims to examine the attitudes of young management students toward the use of brain–computer interfaces (BCIs) in the workplace, considering both the potential benefits and the associated risks of this technology.

Methodology: The study is exploratory in nature and was conducted using the CAWI method on a group of management students. Both open-ended and closed-ended questions were used on a 7-point Likert scale. Qualitative analysis included descriptive and focused coding, and quantitative analysis - descriptive statistics.

Results: Respondents showed a high level of awareness of the existence of BCI technology, mainly for medical purposes. …


Extending The Emotional And Multiple Intelligence Theories: Integrating Cultural And Spiritual Intelligence Constructs To Fill Research Gaps, Kimberly J. Mcdonald Dec 2025

Extending The Emotional And Multiple Intelligence Theories: Integrating Cultural And Spiritual Intelligence Constructs To Fill Research Gaps, Kimberly J. Mcdonald

The Scholarship Without Borders Journal

This proposed mixed-methods convergent research study aims to explore extending the Emotional Intelligence (EI) and Multiple Intelligences Theories by integrating Spiritual Intelligence (SI) and Cultural Intelligence (CQ) constructs. The goal is to explore the interconnectedness of these intelligences to bridge existing research gaps concerning leadership, EI, SI, and CQ. By employing both quantitative and qualitative data collection methods from organizational leaders, this study seeks to develop a more comprehensive and holistic understanding of leadership efficacy across various organizational contexts. The anticipated outcomes aim to contribute to the body of knowledge and potentially impact leadership development in business, education, and other …


Object Tracking Based On Quantum Particle Swarm Optimization, Rajesh Misra, Kumar Ray Dec 2025

Object Tracking Based On Quantum Particle Swarm Optimization, Rajesh Misra, Kumar Ray

Journal of Global Awareness

In Computer Vision domain, moving Object Tracking is considered as one of the toughest problems. As there are so many factors associated like illumination of light, noise, occlusion, sudden start and stop of moving object, shading which makes tracking even harder problem not only for dynamic background but also for static background. In this paper we present a new object tracking algorithm based on Dominant points on tracked object using Quantum particle swarm optimization (QPSO) which is a new different version of PSO based on Quantum theory. The novelty in our approach is that it can be successfully applicable in …


Notes From The Editor, Jay Nathan Dec 2025

Notes From The Editor, Jay Nathan

Journal of Global Awareness

No abstract provided.


Letter From The Editor, Jay Nathan Dec 2025

Letter From The Editor, Jay Nathan

Journal of Global Awareness

No abstract provided.


Advancing Cybersecurity Practice: Explainable Machine Learning For Network Intrusion Detection, Adam Grabowski, Shengjie Xu Dec 2025

Advancing Cybersecurity Practice: Explainable Machine Learning For Network Intrusion Detection, Adam Grabowski, Shengjie Xu

Journal of Cybersecurity Education, Research and Practice

This research investigates explainable artificial intelligence (XAI) integration within machine learning (ML)-based intrusion detection systems (IDS), focusing on distinguishing malicious from benign network activities. We employed Random Forest and XGBoost models evaluated on widely recognized datasets, including NSL-KDD and UNSW-NB15, using both binary and multi-class classification tasks. The objective was to enhance cybersecurity operations through improved model transparency and interpretability. By integrating SHAP (SHapley Additive exPlanations) and LIME (Local Interpretable Model-Agnostic Explanations), the study offers comprehensive global and local insights into model decision-making processes. Results demonstrate SHAP's effectiveness in providing a broad, dataset-wide understanding of feature interactions and importance, while …


Using It And Accounting Education Pedagogy To Address Smaller Firms' Cybersecurity Concerns, Darlene A. Adkins, William Lyle, Walter Smith Dec 2025

Using It And Accounting Education Pedagogy To Address Smaller Firms' Cybersecurity Concerns, Darlene A. Adkins, William Lyle, Walter Smith

The North American Accounting Studies

This study begins by exploring the cybersecurity activities and practices of small public accounting firms. It also examined how a cross-disciplinary curriculum design could be useful to accounting programs that are challenged to integrate cybersecurity-related content while preserving the core accounting knowledge valued by smaller accounting firms. Through interviews with current practitioners from small and regional firms, the research investigated the extent to which cybersecurity concerns impact their practice, how cybersecurity activities are staffed, and the perceptions of current practitioners on the state of accounting education related to information technology (IT) and cybersecurity. The participants expressed a desire for accounting …


How Climate For Green Initiatives Drives Eco-Innovative And Citizenship Behaviours: The Role Of Green Engagement And Green Values, Aaron Makafui Ametorwo, Michael Kyei-Frimpong, Abdul Razak Suleman Dec 2025

How Climate For Green Initiatives Drives Eco-Innovative And Citizenship Behaviours: The Role Of Green Engagement And Green Values, Aaron Makafui Ametorwo, Michael Kyei-Frimpong, Abdul Razak Suleman

Research outputs 2022 to 2026

Purpose This study proposes and tests the nexus between climate for green initiatives, green innovative behaviour, organisational citizenship behaviour for the environment, green work engagement, and individual green values. Design/methodology/approach The study adopted the explanatory research design, where data were gathered from 374 star-rated frontline employees at two different waves within a one-month interval. The data retrieved from the respondents were analysed using descriptive and inferential (partial least squares structural equation modelling) statistics. Findings The study revealed that a climate for green initiatives positively and significantly relates to green innovative behaviour and organisational citizenship behaviour for the environment. Also, the …


Genetically Modified Crops In Africa: Evidence On Adoption, Economic Benefits, Environmental Effects, And Constraints, Aloyce Hepelwa, Innocensia John Dec 2025

Genetically Modified Crops In Africa: Evidence On Adoption, Economic Benefits, Environmental Effects, And Constraints, Aloyce Hepelwa, Innocensia John

Tanzanian Economic Review

Africa faces deep food insecurity with over 300 million undernourished people driven by, low agricultural productivity, and climate shocks. To enhance food production and sustainable development, there is potential seen in genetically modified (GM) crops. To explore the potential of GM crops, this paper examines their production, adoption, economic and environmental impacts, adoption barriers, and policy implications in Africa and globally. This is done using a structured narrative review of peer-reviewed literature, reports, and policy documents (2014–2024) sourced from different databases complemented by stakeholder consultations. The findings show that GM has expanded considerably worldwide driven by high productivity, reduced pesticide …


Sec Committee Approves Ai Recommendations Drafted By Indiana Law Faculty Member Alvin Velazquez, Maurer School Of Law - Indiana University Dec 2025

Sec Committee Approves Ai Recommendations Drafted By Indiana Law Faculty Member Alvin Velazquez, Maurer School Of Law - Indiana University

Keep Up With the Latest News from the Law School (blog)

The Securities and Exchange Commission’s Investor Advisory Committee (IAC) Friday (Dec. 5) approved new recommendations urging public companies to provide clearer, more consistent information about how they use artificial intelligence. The recommendations passed with strong support: 14 votes in favor, two abstentions, and two against.

The proposal, drafted by Indiana University Maurer School of Law Professor Alvin Velazquez, responds to the rapid rise of AI across corporate America and widespread investor concern that current disclosures are confusing, inconsistent, or overly promotional.


State Of Technology Usage In Smaller Public Accounting Firms In 2025, Arun Kumararaj, Candice Hux Dec 2025

State Of Technology Usage In Smaller Public Accounting Firms In 2025, Arun Kumararaj, Candice Hux

Honors Capstones

Prior research gives significant attention to technology usage of large public accounting firms, particularly the Big 4. However, limited evidence exists on the smaller public accounting firms, which constitute a majority of the public accounting field. In this study, we conducted semi-structured interviews with eight highly experienced professionals of smaller accounting firms. Findings reveal that firm size does not necessarily predict technological sophistication. Rather, individual leadership, including a single partner, emerges as a critical driver towards technological advancement. AI was primarily used for administrative tasks and, as of yet, the return on investment has been unclear. Despite this, all interviewees …


Beyond The Grade: Validity In Global Virtual Team Peer Evaluation, Maria Randazzo-Davis, Phd., Christopher Nelson , Phd., Hillary Nelson, Graduate Student Dec 2025

Beyond The Grade: Validity In Global Virtual Team Peer Evaluation, Maria Randazzo-Davis, Phd., Christopher Nelson , Phd., Hillary Nelson, Graduate Student

International Journal for Business Education

This study examines how peer evaluation functions in global virtual teams, a setting that reflects the collaborative demands of contemporary international business education. The authors tested whether peer evaluation subscales, total peer-report score, and various indicators of team diversity predict team performance, assessed by instructors in a sample of 2,012 students from 445 X-Culture teams. The variables that were good predictors of team performance included the quality of team communication, work ethic, technical competence, generation of ideas, peer engagement, and peer writing skills. Less predictive of performance were leadership and effort ratings. In addition, students' self-ratings (i.e., peer ratings) were, …


Beyond Compliance: Rethinking Ethical Accounting Through Ai And Esg, Rafael L. Portillo Dec 2025

Beyond Compliance: Rethinking Ethical Accounting Through Ai And Esg, Rafael L. Portillo

Honors Program Theses and Research Projects

With the increasing adoption of these modern technologies in world markets while maintaining these ethical principles, there is an increasing need for alignment between technology development and ethical responsibility. For instance, in the world of accounting, there is an increasing demand to maintain alignment between technology development and ethics. It is for this reason that these researchers have chosen to explore the link between Artificial Intelligence, ESG, and financial reporting ethics.

The goal of this study is to look at new concerns and moral risks that appear when ESG expectations, AI systems, and accounting practices interact. Earlier research usually studies …


Grand Theft Identity: The Privacy Costs Of Digitalization, Kenny Phua, Chishen Wei, Gloria Yang Yu Dec 2025

Grand Theft Identity: The Privacy Costs Of Digitalization, Kenny Phua, Chishen Wei, Gloria Yang Yu

Sim Kee Boon Institute for Financial Economics

We study whether greater digital engagement increases the risk of identity theft by exploiting bank branch closures as a shock that shifts economic activity online. Using a quasi-natural experiment, we find causal evidence that branch closures increase identity theft, particularly in more vulnerable communities. Exposed consumers spend more time on mobile apps and shift their expenditures from offline to online channels. Adversarial activities associated with identity theft, such as unwanted calls and phishing attempts, increase after branch closures. Overall, our evidence suggests that digitalization offers consumer benefits, but also imposes hidden privacy costs.


An Exploration Of Factors Associated With Sport Fan's' Choice Of Ticketing Platforms., Jacob Owsley Dec 2025

An Exploration Of Factors Associated With Sport Fan's' Choice Of Ticketing Platforms., Jacob Owsley

Electronic Theses and Dissertations

This research study examined key experiential and demographic factors associated with sport consumers’ choice of online ticketing platforms. The research applied the technology acceptance model (TAM) to examine how trust, official sponsorship, user interface design, and price consciousness are associated with consumers’ choice between different online ticketing platforms.. Data were collected from 312 adult sport consumers in the United States through an online survey distributed across six Reddit communities focused on ticketing or research activities. Participants included individuals who bought tickets to professional sports events and attended these events during the last 12 months. The expert review process and two …


Too Far, Too Costly, Too Complex: How Structural Factors Impact Women’S Mobile-Money Adoption And Business Investment In Sub-Sahara Africa, Iyabo A. Olanrele Dr Dec 2025

Too Far, Too Costly, Too Complex: How Structural Factors Impact Women’S Mobile-Money Adoption And Business Investment In Sub-Sahara Africa, Iyabo A. Olanrele Dr

Bullion

This study investigates how structural factors shape women’s adoption of mobile-money services and access to credit for entrepreneurship across Sub-Sahara Africa. Using cross-country data from the 2025 Global Findex Database, the analysis demonstrates that women face disproportionately higher barriers than men. Long distances to mobile-money agents significantly reduce women’s likelihood of borrowing, while men’s borrowing is less affected. High service and transaction fees further constrain women, reflecting their lower and more irregular incomes, and liquidity limitations prevent many from maintaining active accounts. Documentation requirements, though partially mitigated by improved national ID systems and tiered Know-Your-Customer (KYC) rules, remain a secondary …


Property Management System, Abbas Kurnool Dec 2025

Property Management System, Abbas Kurnool

Electronic Theses, Projects, and Dissertations

The real estate industry generates and manages large amounts of data, including tenant information, lease agreements, property maintenance schedules, and financial transactions. Reliance on traditional manual methods often results in inefficiencies, fragmented data, and delays in decision-making. To overcome these challenges, this project presents the design and implementation of a Real Estate Property Management System (REMS) for Future Properties, a company aiming to optimize its operations through digital transformation.

The proposed system is developed on Microsoft Dynamics 365 as the core platform, integrated with the Microsoft Power Platform tools (Power Apps, Power Automate, and Power Pages). This integrated framework provides …


Exploratory Innovation: A New Perspective On Family Firms' Under-Diversification Puzzle, Po-Hsuan Hsu, Sterling Huang, Massimo Massa, Yaru Qian, Hong Zhang Dec 2025

Exploratory Innovation: A New Perspective On Family Firms' Under-Diversification Puzzle, Po-Hsuan Hsu, Sterling Huang, Massimo Massa, Yaru Qian, Hong Zhang

Research Collection Lee Kong Chian School Of Business

We propose a new perspective on family firms’ puzzling under-diversification in product spaces: these firms first need to succeed in exploratory innovation so they may diversify into new product markets. We construct a large database of family ownership and patent records of U.S. public firms, and show that family firms produce more exploratory patents than others, a relation that is stronger among under-diversified family firms. In addition, we find that such innovation indeed helps family firms diversify business risks. A causal interpretation of our result is supported by (i) using the property division standard in state-level divorce laws as an …


Organizational Sustainability In The Face Of Digital Transformation With A Bibliometric And Content Analysis For Future Research Agenda, Rahmanwali Sahar, Md Abu Jahid, Hasan Fauzi, Md Harun Ur Rashid Dec 2025

Organizational Sustainability In The Face Of Digital Transformation With A Bibliometric And Content Analysis For Future Research Agenda, Rahmanwali Sahar, Md Abu Jahid, Hasan Fauzi, Md Harun Ur Rashid

Research outputs 2022 to 2026

This study explores the intersection of organizational sustainability and digital transformation by providing a comprehensive bibliometric and content analysis of existing literature. Using data from the Scopus database, the research employs bibliometric tools such as VOSviewer to analyze trends, identify key themes, and map the intellectual structure of the field. The analysis focuses on publications from 2016 to 2025, highlighting the significant growth of research in this domain, particularly after 2018, indicating a rising scholarly interest in sustainable digital innovation. The Results reveal that most publications are concentrated in high-impact journals, with top contributing countries including the United States, the …