Big Data and Labour Markets: A Review of Research Topics
Большие данные и рынки труда: обзор направлений исследований
2023-01-01
SCID: 54.1/ea459fcr
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VOSviewerbibliometric analysisbig datalabour marketssystematic literature review
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Abstract (AI)
Big data has become omnipresent since most human activities are recorded using various technologies, thus generating huge databases on various platforms such as social media. Human activity has become reflected in these databases, making them suitable for various research that used to be conducted based on more traditional research approaches, such as survey research. Labour markets research is also affected by big data since social media has become one of the most dominant means of communication in various areas, being employed as one of them. This paper aims to map the research field of big data and labor markets using a systematic literature review and bibliography. Web of Science database has been searched using the keywords "big data" and "labo(u)r market". The most relevant papers for the area of big data for labour analysis have been selected, using transparent and consistent criteria. Papers have been analysed using a bibliometric approach supported by the VOSviewer and R bibliometrix, which has been used for detecting various research trends, such as research topics. The assessment of the current research in big data for the labour market has been compiled to detect the research gaps and generate future research directions.
Key Findings
1
A transparent selection process identifies the most relevant studies for analysing labour markets with big data.
2
Bibliometric analysis using VOSviewer and R bibliometrix detects research trends and topics in the field.
3
Big data increasingly captures human activity through technologies such as social media, creating new sources for labour-market research.
4
The paper systematically maps research on big data and labour markets using Web of Science literature retrieved with “big data” and “labo(u)r market” keywords.
5
The review identifies research gaps and proposes directions for future research on big-data applications in labour-market analysis.
Research Object
big data research on labour markets
Research Subject
research topics, trends, gaps, and future directions in the application of big data to labour-market analysis
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2023-01-01
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