Keyword co-occurrence map: Digital transformation and IT project management in the oil and gas industry
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This dataset contains a keyword co-occurrence map constructed using VOSviewer software based on bibliometric data retrieved from the OpenAlex database. The map visualizes thematic clusters related to digital transformation and IT project management in the oil and gas industry. DATA COLLECTIONThe underlying dataset was obtained from OpenAlex (https://openalex.org) using a comprehensive search query combining Boolean operators to capture research on: (1) IT/digital/technology projects with evaluation metrics (ROI, cost-benefit, economic impact) in oil and gas, energy, and manufacturing sectors; (2) digital transformation and Industry 4.0 with economic assessment in industrial contexts; (3) cross-cutting technologies (AI, digital twin, IoT, cybersecurity) with project implementation evaluation in oil and gas and manufacturing. Time span: 2019–2025. Document type: journal articles. SEARCH QUERY (OpenAlex):https://openalex.org/works?page=1&filter=title_and_abstract.search:((IT+project+OR+digital+project+OR+automation+project+OR+technology+project)+AND+(evaluation+OR+assessment+OR+ROI+OR+economic+OR+value+OR+cost+benefit)+AND+(oil+and+gas+OR+petroleum+OR+energy+OR+manufacturing+OR+process+industry+OR+industrial))+OR+((digital+transformation+OR+Industry+4.0+OR+digitalization)+AND+(ROI+OR+value+OR+economic+impact+OR+assessment)+AND+(manufacturing+OR+oil+and+gas+OR+energy+OR+industrial))+OR+((artificial+intelligence+OR+neural+networks+OR+digital+twin+OR+modern+communication+networks+OR+IoT+OR+automation+OR+cybersecurity)+AND+(project+OR+investment+OR+implementation)+AND+(evaluation+OR+ROI+OR+cost+benefit+OR+value)+AND+(oil+and+gas+OR+manufacturing+OR+energy+OR+industrial)),publication_year:2019-2025,type:types/article METHODOLOGYBibliometric data were exported and analyzed in VOSviewer (version 1.6.x) to construct a co-occurrence network of author keywords. The map identifies eight thematic clusters representing priority knowledge domains for digital transformation in the oil and gas sector: (1) Industrial IoT and equipment management; (2) Supply chain management and business process optimization; (3) Digitalization of geological exploration; (4) Cybersecurity and data protection; (5) Big Data, analytics and ESG; (6) Cloud platforms and interfaces; (7) Digital human resource management; (8) Fintech and payment automation. RELATED PUBLICATIONThis map is supplementary material for the article: "Improving the efficiency of IT project management using end-to-end digital technologies in the Russian oil and gas industry"



