EconPapers    
Economics at your fingertips  
 

The greening of jobs in Germany: First evidence from a text mining based index and employment register data

Markus Janser ()
Additional contact information
Markus Janser: Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]

No 201814, IAB Discussion Paper from Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]

Abstract: "The transition towards a greener, less carbon-intensive economy leads to a growing demand for green products, services and business processes. In theory, this trend should lead to a greening of jobs, i.e. to an increasing share of environmentally friendly requirements within occupations (greening of occupations) and to a rising labor demand for employees in these occupations (greening of employment). Due to a lack of measures, there is no empirical evidence on the relationship between the greening of jobs and the real labor market development so far. To fill this gap, the paper measures, describes and analyzes the greening of jobs and its associations with employment and wage growth. The cornerstone of this paper is the new task-based 'greenness-of-jobs index' (goji). The goji is derived by performing text mining algorithms on yearly data from 2006 and 2011 to 2016 of BERUFENET, an occupational data base provided by the German Federal Employment Agency. The descriptive results of the paper show that there is a notable greening of jobs which varies strongly between sectors and regions. The econometric analysis is based on employment register data from 2011 to 2016. The estimation results reveal that the overall level of greenness of occupations is positively correlated with employment growth. Furthermore, the increase of greenness is related to a slight increase in wage growth." (Author's abstract, IAB-Doku) ((en)) Additional Information Online Appendix: Text mining and descriptives

Keywords: greenness-of-jobs-index; Berufsgruppe; sektorale Verteilung; regionaler Vergleich; Umweltberufe; Tätigkeitsmerkmale; Beschäftigungsentwicklung; Lohnentwicklung; IAB-Beschäftigtenhistorik; IAB-Betriebs-Historik-Panel (search for similar items in EconPapers)
JEL-codes: J23 J24 O33 Q55 R23 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-env, nep-eur and nep-lma
Date: 2018-05-15
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1) Track citations by RSS feed

Downloads: (external link)
http://doku.iab.de/discussionpapers/2018/dp1418.pdf (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:iab:iabdpa:201814

Access Statistics for this paper

More papers in IAB Discussion Paper from Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany] Contact information at EDIRC.
Bibliographic data for series maintained by IAB, Geschäftsbereich Wissenschaftliche Fachinformation und Bibliothek ().

 
Page updated 2019-03-16
Handle: RePEc:iab:iabdpa:201814