Dataset.csv

This dataset contains anonymized responses from 239 professionals working in digital product roles (e.g., product managers, product owners, and business developers) across a variety of industries and global regions.The dataset was collected via a structured survey and analyzed using SPSS v30. Each row represents one respondent, and each column corresponds to a survey item measured on a <b>5-point Likert scale (1 = Strongly Disagree, 5 = Strongly Agree)</b>.The variables cover the following <b>constructs</b>:<b>Customer-Driven Product Development (CDPD)</b>: Customer involvement, market analysis, product personalization <i>(Variables marked as “C”)</i><b>Open Innovation Networks (OIN)</b>: Knowledge co-creation, knowledge sharing, technology integration <i>(Variables marked as “K”)</i><b>Organizational Digital Agility (ODA)</b>: Digital adaptation, risk management, digital recovery and continuity <i>(Variables marked as “D”)</i><b>AI-Integrated Project Management (AI-PM)</b>: AI utilization, integration, and effectiveness <i>(Variables marked as “A”)</i><b>Digital Product Success (DPS)</b>: Product performance, market results, innovation quality <i>(Variables marked as “P”)</i>In addition, the dataset includes socio-demographic variables such as gender, education level, years of experience, company size, and geographic region.