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This study aims to reveal the complex mechanism influencing technology standard competitiveness (TSC) in the artificial intelligence industry. Compared with research using traditional linear models, this research adopts the fuzzy-set qualitative comparative analysis (fsQCA) method to obtain the multiple equivalent paths for different factors that jointly produce TSC. The sample of this study involves 32 countries, and the research framework is constructed from the technological, organizational, and environmental aspects of the phenomenon. The fsQCA method was used to demonstrate the asymmetric relationship between cause and effect. The results indicate four configuration paths but no necessary conditions leading to TSC. Academic research intensity and market size play vital roles in developing TSC. Some logically complementary relationships exist between organizational participation, technological innovation ability, and international competitive pressure. These findings are helpful for policymakers in their formulation of artificial intelligence– related strategies.

[Purpose/Significance] The livestock and poultry industry in China is in an important period of accelerating transformation. Understanding the research status of the related technology has certain reference significance for the development of the livestock and poultry industry. [Method/Process] This paper takes three main directions of the technology in the field of livestock and poultry farming facilities, cage, feeding and environment control, as the research object, and uses patentometrics to analyze the development trend, technology branch, applicant and key patents at all stages. [Results/Conclusions] The development of cage, feeding and environment control technology has experienced three stages simultaneously: germination stage, fluctuating development stage and rapid development stage, and the current application volume is on the rise in a straight line. Technology applications in this field mainly come from enterprises, and there are obvious differences in technology layout among enterprises. In recent years, the number of key patents from China has increased significantly. The research on cage technology devices is focused on technologies such as excrement and urine removal and floor covering. Research on feeding is more than that on drinking water, and both focus on automation equipment. Environment control focuses on waste treatment , air conditioning and house cleaning and scrubbing.

The COVID-19 pandemic has altered the way small and medium-sized businesses (SMEs) function. To maintain business efficiency and reduce operating costs in the context of the constraints imposed by the pandemic, SMEs have been forced to embrace new digital technologies. Cloud accounting is becoming an increasingly important business operating tool for SMEs. By adopting cloud-based accounting, SMEs can become more efficient, financially organized, and flexible. This study aims to investigate the factors that have a pervasive influence on cloud accounting adoption among SMEs in Thailand, following the pandemic's effects. This study integrates three technology adoption theories—the Technology–Organization–Environment framework, Diffusion of Innovation theory, and Institutional Theory—and studies them alongside SMEs' unique characteristics. The research employs a qualitative case study method and triangulated sources of evidence. The findings provide important implications for the research community, policymakers, cloud accounting vendors, and SME owners aiming to formulate better approaches to cloud accounting adoption after the pandemic. The results suggest that vendors should focus on SMEs' particular characteristics and needs. By contrast, SMEs should determine the organizational fit of the cloud accounting platform and integrate cloud accounting with other aspects of their operations.

Mobile technologies have increasingly become an integral part of individuals' work and personal lives. Although research exists in this domain, most of it focuses on the customer's adoption factors rather than assessing the value or the impact of mobile business (m-business) usage on firms. The present study fills this gap in the literature through the analysis of the value m-business can provide for firms. The Technology-Organization-Environment framework, Diffusion of Innovation theory and Resource-Based theory ground this research's conceptual model for assessing the post-adoption stages of usage and value of mobile business from an organizational perspective. The value of m-business includes the impact on marketing and sales, internal operations, and procurement. This research uses a mixed method research design; interviews are first conducted to develop a model to assess m-business usage, and survey data collected from 180 Portuguese organizations is then used to test the proposed model. The results indicate that seven of the nine proposed antecedents of m-business usage are significant, and that m-business usage has a positive and significant relationship with m-business value. Furthermore, the three dimensions of value (marketing and sales, internal operations, and procurement) are significant, but only two of them have direct positive impacts on firm performance. Implications of these findings for practice and research are discussed.

Retailers play a pivotal role in advancing digital commerce in emerging markets, yet their adoption of digital payment systems remains inconsistent. Drawing on the Technology–Organization–Environment (TOE) framework, this study examines how technological readiness, organizational capability, and environmental influences shape retailers’ adoption behavior in Saudi Arabia. Survey data from retailers in Riyadh indicates that transaction speed, convenience, and perceived usefulness function as key enablers, while transaction fees, limited digital skills, and security concerns act as barriers. Although institutional trust and supportive government initiatives encourage adoption, many retailers remain unaware of formal compliance expectations, illustrating a pattern of compliance without awareness. To account for this dynamic, the TOE framework is extended by incorporating regulatory literacy and institutional trust as contextual dimensions. The study therefore offers theoretical refinement to TOE in policy-driven adoption settings and provides practical implications for improving merchant training, usability support, and regulatory communication to better sustain digital payment usage in emerging digital commerce ecosystems.

Industry 5.0 (IR5.0) represents a shift beyond the efficiency-driven logics of Industry 4.0, emphasizing human-centricity, resilience, and sustainability. To support this transition, this study repositions the Technology-Organization-Environment (TOE) framework by systematically mapping recent adoption research (2021-2025) from Scopus and Web of Science. From 21 eligible studies, we extracted TOE factors and reclassified them into diagnostic centricities forming the basis for an enhanced TOE-IR5.0 framework. Results show a persistent tilt toward technological/organizational readiness, while sustainability and ethical enablers remain under-specified. High-frequency drivers (infrastructure, cyber-security, leadership, competence) indicate partial but incomplete IR5.0 alignment. We propose an enhanced TOE-IR5.0 framework that embeds human-centricity, resilience, and sustainability across technological, organizational, and environmental domains while clarifying where current scholarship still reflects IR4.0 logics. Most importantly, the framework introduces a diagnostic methodology-operationalizing IR5.0 values as transformative lenses applied to the TOE domains. This diagnostic orientation provides researchers, managers, and policymakers with a tool to systematically evaluate and realign technology-adoption strategies toward inclusive, resilient, and sustainable industrial transformation.

Alternative fuels in spark-ignition engines significantly reduce engine exhaust emissions and improve fuel efficiency. This research investigates the performance of a multicylinder SI engine using 10%, 20% (ethanol, methanol, methyl acetate), and 100% compressed biomethane gas (CBG) as alternative fuels. Engine performance parameters (BTE, ITE, ME, BP), BSFC, ISFC, FF, combustion phenomenon (cylinder pressure, crank angle, cylinder volume, mass fraction burned, net heat release, mean gas temperature, cumulative heat release, rate of pressure rise), and emission characteristics (HC, CO, CO 2 , NOx) are measured. CBG achieved a maximum BTE of 23.33% compared to all other fuels. Minimum fuel consumption rate of 1.72 kg/h at maximum rpm achieved BSFC value of 0.44 kg/kWh and ISFC value of 0.261 kg/kWh. The highest cylinder pressure of 6.79 bar was achieved in the G90M10 with a cylinder volume of 48.58 cc. NHR of 3.08 j/deg was found in the G80M20 at a crank angle of 376°, and the maximum MGT was 390.20 °C in the G80E20. The highest CHR values of 0.12 kJ at crank angles of 432°, 420°, 422°, and 427° were achieved in the G100, CBG, G80E20, and G90E10. G90M10 reached a maximum value of 0.14 bar/degree of rate of pressure rise at a crank angle of 374°. Average minimum emission gas was found in CBG at a minimum and maximum RPM, indicating that CBG gives the best emission result with engine performance compared to all alternative fuels.

The electronic signature service has been causing various problems due to the rapid growth of e-commerce services. Therefore, in order to create an authentication service suitable for the era of the 4th Industrial Revolution, new security authentication technologies such as the cloud must be utilized. However, there is a lack of prior management studies on the intention to accept digital signatures. Therefore, this study conducted an empirical study to identify factors affecting the intention to adopt cloud-based digital signature services. This research proposed a model based on the technology–organization–environment framework and empirically analyzed the degree of mutual causality and influence between variables using the partial least squares structural equation model. The results show that technical characteristics, organizational characteristics, and environmental characteristics significantly affected the intention to adopt. However, there are still many concerns about the security of cloud-based services. It has been confirmed that solving this problem is the key to the activation of the electronic signature service.

Enterprise resource planning (ERP) systems are costly and complex but vital for companies having to face a rapidly changing business environment and an increasingly competitive marketplace. As the first study to examine the factors within the technology-organization-environment (TOE) framework that affect the decision to adopt ERP in Taiwan's communications industry, the empirical tests conducted here are based on personal interviews with a sample of 99 firms in Taiwan's communications industry. Eight factors in three broad categories are tested using logistic regression, and four of these, technology readiness, size, perceived barriers and production and operations improvements, are found to be important determinants of the adoption of ERP. This model correctly classifies 79.8% of the decisions made with respect to the adoption of ERP. The results substantiate the usefulness of this model which may be interesting to managers seeking to be more proactive in planning for their adoption of an ERP system.

Online fiscal transparency is a concept to describe a government's practice to disseminate financial information on their websites. In this research, we apply the Technology-Organization-Environment (TOE) framework to examine the determinants of online fiscal transparency in U.S. states. Using a panel dataset of all 50 U.S. states from 2010 to 2016, we find that the overall development of digital government is positively related to online fiscal transparency. We also find that short-term financial resources, as measured by the annual budget surplus, enable state government to develop better online fiscal transparency programs, while the long-term financial conditions, as measured by the accumulative fund balance, are negatively related to online fiscal transparency. Citizen's education level, voter turnout rate, Internet infrastructure, and state legislature's requirement to disclose financial information via Internet are all positively related to the development of transparency websites.