‘Made in Germany’ how companies approach Circular Economy on Linked-In

Knäble, David; Tsagarakis, Konstantinos P.

doi:10.1080/09654313.2023.2228343

Cited by 7 publications

(1 citation statement)

References 38 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Previous studies utilize LinkedIn data for business analysis on a European Union and global level, investigating the Circular Economy on a general (Tsironis et al, 2022) or specific industry sector level (Tsironis and Tsagarakis, 2023). A similar analysis has been conducted by Knäble and Tsagarakis (2023), mapping the Circular Economy sector in Germany by analyzing data from every affiliated company's LinkedIn profile. Further, Hickey et al ( 2022) deployed machine learning models on LinkedIn user profiles to gain insights regarding the career differences between genders in the construction industry.…”

Section: Social Media Mining and Analyticsmentioning

confidence: 99%

Mapping sustainable practices and concepts in the transportation ecosystem for the EU-27 countries, based on LinkedIn company profiles

Tsironis,

Karagkouni,

Dimitriou

et al. 2023

Front. Sustain.

Self Cite

View full text Add to dashboard Cite

Sustainability has been a topic of growing interest over the past years with many governments, organizations, and companies trying to achieve the Sustainable Development Goals. The major challenge of implementing more sustainable practices within the corporate environments is still in the foreground, probably even in higher demand, due to the intense environmental degradation and the strict deadlines related to the decarbonization and shift towards greener production systems. Indicatively, the European Commission suggests that transport currently accounts for a quarter of the European Union’s (EU) greenhouse gas emissions and this figure continues to rise as demand grows. In this work, we investigate the transportation sector, distribution systems, and supply chain through the prism of sustainability by mining and analyzing open-access data on the LinkedIn social media platform, which is widely used for professional networking, especially, in the European market. Thus, we extract valuable insights into the current trends around sustainability within the transportation sector. More precisely, 1,638 LinkedIn profiles registered as “companies” related to transportation have been data mined providing valuable outputs regarding their sustainability-oriented activities. Our dataset contains companies with a staff range of over 200 employees, aiming to gain insights from medium SMEs and large organizations. Key findings of our analysis include the differentiation of application areas regarding sustainable concepts and the rise of the percentage of sustainability-related companies with the company staff size combined with a rather strong connection between the United Kingdom’s and United States’s transportation sectors.

show abstract

Section: Social Media Mining and Analyticsmentioning

confidence: 99%