Cited by 169Sustainable Supply Chain ManagementEnvironmental Sustainability in BusinessSustainable Industrial Ecology

Circular economy business model innovation: sectorial patterns within manufacturing companies

Open access
Pieroni, Marina P.P., McAloone, Tim C., Pigosso, Daniela C.A.·2021·Journal of Cleaner Production

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.jclepro.2020.124921

Cites

Statistics

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.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Most of the potential of services to renovate, refurbish, take-back and disassemble in the furniture sector has not yet been realized.

    “Services to renovate, refurbish, take-back and disassemble are offered by some companies in the furniture sector, but most of the potential has not yet been realized (Pieroni et al., 2021).”

    From Implementation and management of a circular public procurement contract for furniture (2023) · cites this paper as Pieroni et al., 2021

    The available indexed passages are bibliographic information and keywords (labelled Abstract; no page numbers), not findings about furniture-sector services. Searches for furniture, refurbishing, take-back and unrealized potential found no passage addressing the claim. (LLM, conf=0.70)

    Experimental — accuracy not yet measured
  • Fast-changing design preferences for furniture have more in common with fast-moving consumer goods.

    “However, the fast-changing design preferences for furniture have more in common with fast-moving consumer goods (Pieroni et al., 2021).”

    From Implementation and management of a circular public procurement contract for furniture (2023) · cites this paper as Pieroni et al., 2021

    The available passages are bibliographic metadata (labelled Abstract, no page number), not discussion of furniture or consumer preferences. Searches for furniture, changing design preferences, and fast-moving consumer goods returned no passage addressing the comparison, so it cannot be verified from our copy. (LLM, conf=0.72)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 56 · Cited by 169

Authors
Pieroni, M. P. P., McAloone, T. C., & Pigosso, D. C. A.
Affiliations
Technical University of Denmark (DK)
Corresponding author
Pieroni, Marina P.P.
Venue
Journal of Cleaner Production
Publisher
Elsevier BV
Published
2021-03
Volume
286
Pages
124921
ISSN
0959-6526 (ISSN-L)
OpenAlex
W3097044532
Cited by
169
References
56
Citations by year
2026: 32 · 2025: 25 · 2024: 22 · 2023: 37 · 2022: 32 · 2021: 20 · 2020: 1
FWCI
24.01
Type
journal article
Language
en
Open access
Locations
  • Journal of Cleaner Production (publishedVersion)
  • Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) (submittedVersion, cc-by-nc-nd)
Funders
  • NordForsk
  • Danmarks Tekniske Universitet
Topics
  • Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
  • Social Sciences › Business, Management and Accounting › Marketing › Environmental Sustainability in Business
  • Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Sustainable Industrial Ecology
Keywords
circular economy, business model innovation, business model patterns, manufacturing companies, business model architecture, business model configuration, uncertainty reduction, business model viability

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