What type of study is this?

This is a Systematic Review study.

PRISMA systematic review: The application of natural language processing (NLP) to identify greenwashing in sustainability reports within the oil and gas industry

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Systematic literature review evaluates the role of NLP in improving transparency and detecting greenwashing in sustainability reports.

The N-Gram model effectively detects greenwashing practices in sustainability reports, enhancing audit accuracy.
Key findings illustrate that NLP enhances the efficiency of sustainability audits by identifying overstated claims.
A qualitative approach with systematic literature review utilizing PRISMA framework guides this investigation into greenwashing detection.
Integrating NLP technology promotes greater transparency in corporate sustainability disclosures within the oil and gas sector.

Amaliyah et al. (2025) studied this question.

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