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Assessing the implementation of sustainable public procurement using quantitative text-analysis tools: A large-scale analysis of Belgian public procurement notices

TLDR
In this paper, the authors provide a detailed operationalization of sustainable public procurement (SPP) that encompasses the full concept and assess the implementation of SPP in practice using text mining techniques to analyse over 140.000 Belgian public procurement notices that were published between 2011 and 2016.
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This article is published in Journal of Purchasing and Supply Management.The article was published on 2020-05-23 and is currently open access. It has received 29 citations till now. The article focuses on the topics: Procurement.

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Citations
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Circular public procurement practices in Danish municipalities

TL;DR: In this paper, the authors explored the current practices within public procurement within eight proactive Danish municipalities, with a focus on the development from green to circular public procurement, based on practices and learning theory to understand what actually happens in an organization.
Journal ArticleDOI

A systematic review on barriers and enablers toward circular procurement management

TL;DR: In this article , the authors provide a state-of-the-art analysis to adopt circularity in procurement operations by reviewing 100 peer-reviewed research papers related to the implementation of circular economy and sustainable procurement.
Journal ArticleDOI

Bidders Recommender for Public Procurement Auctions Using Machine Learning: Data Analysis, Algorithm, and Case Study with Tenders from Spain

TL;DR: A pioneering algorithm to recommend potential bidders using a machine learning method, particularly a random forest classifier is developed, described theoretically, so it can be implemented or adapted to any particular situation.
Journal ArticleDOI

Sustainable supplier selection for water environment treatment public-private partnership projects

TL;DR: In this paper, the Shapley value method was used to modify the index weights determined by the analytic hierarchy process (AHP) in order to overcome differences in expert cognition, and the Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) decision model based on interval-valued intuitionistic fuzzy sets (IVIFSs) was constructed to select sustainable suppliers for water environmental treatment PPP projects.
Journal ArticleDOI

Sustainable Public Procurement in Central European Countries. Can It Also Bring Savings

TL;DR: In this article, the authors examined the determinants of savings creation within MEAT in Central European countries and concluded that the use of sustainable public procurement subtly reduces the creation of savings.
References
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Journal ArticleDOI

From a literature review to a conceptual framework for sustainable supply chain management

TL;DR: In this paper, the authors present a literature review on sustainable supply chain management taking 191 papers published from 1994 to 2007 into account, and a conceptual framework to summarize the research in this field comprising three parts.
Journal ArticleDOI

A framework of sustainable supply chain management: moving toward new theory

TL;DR: In this article, a large-scale literature review and use conceptual theory building to introduce the concept of sustainability to the field of supply chain management and demonstrate the relationships among environmental, social, and economic performance within a supply chain context.
Journal ArticleDOI

Drivers and barriers to environmental supply chain management practices: lessons from the public and private sectors

TL;DR: In this article, a literature review identifies the main categories of internal and external drivers of green supply chain management practices, including organisational factors, regulation, customers, competitors and society.
Journal ArticleDOI

Sustainable supply chain management and inter-organizational resources: a literature review

TL;DR: In this paper, the role of sustainable supply chain management as a catalyst of generating valuable interorganizational resources and thus possible sustained inter-firm competitive advantage through collaboration on environmental and social issues is explored.
Journal ArticleDOI

Sustainable procurement in the public sector: an international comparative study

TL;DR: In this article, the authors report the findings of a survey of sustainable procurement practices within a sample of over 280 public procurement practitioners from 20 countries and with collective responsibility for expenditure totalling $45bn p.a.
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Frequently Asked Questions (10)
Q1. What have the authors contributed in "Assessing the implementation of sustainable public procurement using quantitative text-analysis tools: a large-scale analysis of belgian public procurement notices" ?

In this paper, the authors investigated the extent to which SPP is implemented in practice and the nature of the implementation and patterns therein. 

In this part of the paper the authors discuss the findings in relation to the literature and offer venues for future research. Further research into the implementation of SPP and the differences between actual and perceived SPP is thus necessary. Further research into the drivers and barriers of the different types of SPP is therefore necessary to see if and how the implementation of the other types of SPP can be increased. Further research is thus necessary to examine and explain the relationship between SPP and budget. 

In the European Union, the general government expenditure on works, goods, and services (excluding utilities and some concessions) was approximately 13.3% of the GDP of 2017 (DG GROW, 05 November 2019). 

Because of its sheer size, public procurement has the potential of being a very powerful policy tool to tackle societal and environmental issues (Grandia & Meehan, 2017), such as the decrease of long-term unemployment, improvement of working conditions, and prevention of climate change (Grandia, 2017; Preuss, 2009). 

The 106 folders that contained public procurement notices from 2017 were removed from the dataset too, as they were only for January of that year. 

As the previous analysis showed that the notices with annex(es) paid considerably more attention to SPP than notices without annex(es), the subsequent analyses are limited to the 20% (28,452) notices containing one or more annexes to increase validity. 

To provide an overview of the actual implementation of SPP and its subcategories and identify patterns therein the authors analysed more than 140.000 public procurement notices that were published between 2011 and 2016 using text-mining techniques. 

Due to missing values in background characteristics provided in the .xlm files, the number of notices per analysis can vary slightly. 

If the authors zoom in at the level of the sub-subcategories (table 3) it becomes apparent that environmental friendliness in general4 and waste are the most frequently identified SPP subcategories. 

The response rate of the 2012 EU report on the implementation of SPP in the EU27 (i.e. Renda et al., 2012) was for example a mere 4%.