The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
A Metric for Quantifying Product‐Level Circularity
Open accessAbstract
Summary: Circularity metrics are useful for empirically assessing the effects of a circular economy in terms of profitability, job creation, and environmental impacts. At present, however, there is no standardized method for measuring the circularity of products. We start by reviewing existing product‐level metrics in terms of validity and reliability, taking note of theoretically justified principles for aggregating different types of material flows and cycles into a single value. We then argue that the economic value of product parts may constitute a useful basis for such aggregation; describe a set of principles for using economic value as a basis for measuring product circularity; and outline a metric that utilizes this approach. Our recommendation is to use the ratio of recirculated economic value to total product value as a circularity metric, using value chain costs as an estimator. In order to protect value chain actors’ sensitive financial data and facilitate neutrality regarding outsourcing or insourcing, we suggest a means to calculate product‐level circularity based on sequential approximations of adding one product part and activity at a time. We conclude by suggesting potential avenues for further research, including ways in which the proposed metric can be used in wider assessments of the circular economy, and ways in which it may be further refined.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Convergent and discriminant validation by the multitrait-multimethod matrix.
Campbell, D. T., & Fiske, D. W. (1959) · Psychological Bulletin · doi:10.1037/h0046016 · Cited by 17,116
Efficient capital markets: A review of theory and empirical work
Fama, E. F. (1970) · The Journal of Finance · doi:10.2307/2325486 · Cited by 13,635
Ghisellini, P., Cialani, C., & Ulgiati, S. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2015.09.007 · Cited by 6,536
On the impossibility of informationally efficient markets
Stiglitz, J. E., & Grossman, S. J. (1980) · Columbia University · doi:10.7916/d8765r99 · Cited by 3,645
The Circular Economy: A New Development Strategy in China
Yuan, Z., Bi, J., & Moriguichi, Y. (2006) · Journal of Industrial Ecology · doi:10.1162/108819806775545321 · Cited by 1,175 · cited 1×
“…“A closed cycle of material and energy flows” (Mathews et al. 2011, 467); “The core of CE [circular economy] is the circular (closed) flow of materials” (Yuan et al. 2006, 5) “A CE is an industrial system focused on closing the loop for material and energy flows” (Geng et al. 2013, 1526); “In a…”
Background
Cited by
Conceptualizing the circular economy: An analysis of 114 definitions
Kirchherr, J., Reike, D., & Hekkert, M. (2017) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2017.09.005 · Cited by 8,550
Circular economy as an essentially contested concept
Korhonen, J., Nuur, C., Feldmann, A., & Birkie, S. E. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.12.111 · Cited by 1,568
The emergence of circular economy: a new framing around prolonging resource productivity
Blomsma, F., & Brennan, G. (2017) · Journal of Industrial Ecology · doi:10.1111/jiec.12603 · Cited by 1,383
A taxonomy of circular economy indicators
Saidani, M., Yannou, B., Leroy, Y., Cluzel, F., & Kendall, A. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.10.014 · Cited by 1,093
Corona, B., Shen, L., Reike, D., Rosales Carreón, J., & Worrell, E. (2019) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.104498 · Cited by 987
Metadata
- Authors
- Linder, M., Sarasini, S., & van Loon, P.
- Venue
- Journal of Industrial Ecology
- Published
- 2017-02-24
- Volume
- 21
- Issue
- 3
- Pages
- 545-558
- ISSN
- 1088-1980 (ISSN-L)
- 1530-9290
- OpenAlex
- W2591143445
- Cited by
- 475
- References
- 5
- FWCI
- 61.09
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: A Metric for Quantifying Product‐Level Circularity. https://app.cochat.ai/papers/10.1111/jiec.12552
- The paper
- Linder, M., Sarasini, S., & van Loon, P. (2017). A Metric for Quantifying Product‐Level Circularity. Journal of Industrial Ecology. https://doi.org/10.1111/jiec.12552
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.