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This paper examines the discourse produced in the academic journal Ecological Economics from its inception in 1989, and compares this discourse with that of the field of environmental economics. I used methods for discourse analysis (Alceste and Iramuteq) on 6308 abstracts of papers published in four journals — namely Ecological Economics , the Journal of Environmental Economics and Management , Environmental Values , and Environmental and Resource Economics , published between 1989 and 2013. The results suggest that the discourses of ecological economics and environmental economics have grown closer over time. The semantic classification of co-occurrent terms used in Ecological Economics indicates increasing significance of the notions of ecosystem services and of monetary valuation. I argue that this trend is parallel to Costanza's career-path, which suggests the rise of a tacit recognition of the New Environmental Pragmatic scientific approach. I conclude with some of the implications for EE of promoting this kind of discourse to such an extent. [ABSTRACT FROM AUTHOR]