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2019
DOI: 10.1016/j.jclepro.2018.10.357
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Measuring the circular economy - A Multiple Correspondence Analysis of 63 metrics

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Cited by 277 publications
(192 citation statements)
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References 38 publications
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“…A significant role may be played by the creation of a specialized information base, which will provide all market participants with authentic information on dynamic changes in this area. Formulation of multiplicative (aggregate) coefficient which may be useful for reflection of relations between the discovered indexes with the assignment of weighting coefficients may be another organizational and economic mechanism contributing in the development of BF production in Russia [195,196].…”
Section: Discussionmentioning
confidence: 99%
“…A significant role may be played by the creation of a specialized information base, which will provide all market participants with authentic information on dynamic changes in this area. Formulation of multiplicative (aggregate) coefficient which may be useful for reflection of relations between the discovered indexes with the assignment of weighting coefficients may be another organizational and economic mechanism contributing in the development of BF production in Russia [195,196].…”
Section: Discussionmentioning
confidence: 99%
“…In the third place, other CE measurement initiatives were studied in the search for metrics that could be incorporated to, and are currently missing from, the MFCE. While some work has already been done regarding the development of indicators to quantify the CE [11][12][13], macro-level assessment frameworks are not common outside of China [13,14], and in most cases are still at the development and/or proposal stage. In this regard, apart from China's national CE indicator system [15], we took into consideration three monitoring framework proposals at the national level in the EU (France, Spain, and the Netherlands) [16][17][18], and a proposal for tracking CE progress at the regional level in Poland [14].…”
Section: Methods and Theoretical Approachmentioning
confidence: 99%
“…The propagation of this conceptual bias is also reflected on the metrics that are generally suggested in the literature for measuring progress towards a CE [13,15,30]. For instance, as a result of a multiple correspondence analysis of 63 different indicators used to assess the CE, [13] concluded that the most prevailing approach was related to resource and recycling efficiency, waste disposal, and secondary vs. primary use. On the other hand, metrics that inquire into the conservation of value from a systemic perspective are less frequent (longevity, value change and retention, system stability and sharing, among others).…”
Section: Defining and Measuring Circular Economymentioning
confidence: 99%
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“…The best opportunity is characterized by minimum efforts (in terms of resources, costs, time and labor), minimum negative impact and significant positive value. These outputs should not refer only to the company, but should be extended to a network of stakeholders, considering also the environmental and the social aspects [37,94].…”
Section: C3: Useful Representation Of Circular Initiativesmentioning
confidence: 99%