Assessing the Influence of Collaborative Technology Adoption—Mediating Role of Sociotechnical, Organizational, and Economic Factors

The study investigated the factors that influence adoption of collaborative robots in manufacturing sector Russia from sociotechnical, organizational, and economic point views. was driven by increasing technological innovation sector, especially use robot applications daily manufacturing, flexibility, operations activities. a quantitative, descriptive survey relied on primary data respondents with varied experiences Russia. employed total 351 selected for their insights into application robotics process model adopted tested using confirmatory factor analysis (CFA), reliability, validity analysis. hypotheses were evaluated partial least-squares results revealed influenced organizational factors. Perceived performance improvement significantly sociotechnical systems. recommended stakeholders Russia’s should improve training, management support, perceived innovativeness, prior experience to enhance flexibility design.