Cited by 1Sustainable Supply Chain ManagementSustainable Design and DevelopmentEnvironmental Sustainability in Business

Designing for Repair and Extended Lifespan: Consumer Expectations and Economic Constraints

Open access
Čok, Vanja, Rihtaršič, Janez, Warell, Anders, Tavčar, Jože·2026·Sustainability

Abstract

Despite increasing policy and industry focus on repairability, consumer repair behavior remains limited. This study examines this contradiction by analyzing user perceptions of repairable products through a survey-based approach (N = 68), focusing on behavioral, economic, and functional drivers of repair decisions. The results reveal a pronounced repairability paradox: while over two-thirds of respondents are willing to pay more for repairable products and strongly support extended product lifecycles, actual repair decisions are constrained by cost, time, and perceived difficulty. Durability concerns significantly reduce acceptance of recycled materials, highlighting the importance of performance trust in sustainable consumption. Additionally, while informational awareness strengthens long-term repair intentions, it does not significantly influence immediate purchasing behavior. This challenges the current focus on Design for Repair as a standalone strategy and underscores the need to integrate repairability with durability, cost-efficiency, and ease of use. By linking empirical data with behavioral and economic theory, this study provides actionable insights for designers, manufacturers, and policymakers seeking to promote more effective and realistic circular economy solutions.

AI snapshot

Written from the paper’s full text.

TL;DR

This survey study (N = 68) finds a repairability paradox: consumers strongly support repairable and recycled products, but actual repair decisions are constrained by cost, time, and durability doubts. It argues that Design for Repair must be integrated with durability, affordability, and ease of use rather than treated as a standalone strategy.

Key findings

  • Positive attitudes were widespread: 80.9% reported a positive or very positive affective response toward recycled products (Q3, M = 4.28), 69.1% were willing to pay more for repairable products, 70.1% had chosen repair over replacement, and 94% would consider lifecycle extendability in purchase decisions.
  • A durability-confidence gap appeared: affective response (Q3, M = 4.28) significantly exceeded durability confidence (Q2, M = 3.19; Δ = 1.09, p < 0.001) and environmental importance (Q6, M = 3.54; Δ = 0.74, p < 0.001), with repeated measures ANOVA F(2, 134) = 30.5, p < 0.001, η²p = 0.313.
  • A knowledge-intention gap appeared: purchase likelihood (Q7, M = 3.29) and future repairability consideration (Q15, M = 3.28) were statistically indistinguishable and both higher than benefits awareness (Q13, M = 2.74; Δ ≈ 0.55, p < 0.001), F(1.71, 114.31) = 21.9, p < 0.001, η²p = 0.246. Awareness correlated with future repairability consideration (ρ = 0.291, p = 0.016) but not current purchase likelihood (ρ = −0.070, p = 0.569).
  • Economic and functional barriers dominated: cost and repair time were each cited by more than two-thirds of respondents; 46% were willing to repair products priced 100–500 EUR, while 24% were willing to repair higher-value items; 54.4% were unaware of Directive (EU) 2024/1799; repair comfort was highest for furniture (77.9%) and sports equipment (69.1%), and lowest for electronics (47.1%) and clothing (52.9%).

Methods

  • Online Google Forms survey with 16 questions, N = 68 participants: 19 females and 49 males; 63.24% aged 18–24; 50% from Slovenia, 45% from Sweden, with smaller numbers from Belgium (2.9%) and France (1.5%).
  • The survey assessed attitudes and behavioral intentions toward recycled and repairable products across categories including sports equipment, electronics, home appliances, vehicles, clothing, and furniture; Q2 was recoded so higher scores reflect greater durability confidence.
  • Analyses in Jamovi v2.3 included descriptive statistics, Pearson/Spearman/Kendall correlations, and two repeated measures ANOVAs—Q2/Q3/Q6 and Q7/Q13/Q15—with Mauchly’s test, Greenhouse-Geisser correction where needed, and Tukey-adjusted post hoc comparisons.

Limitations

  • Stated: the sample was predominantly young adults aged 18–24 and mainly from Sweden and Slovenia, limiting generalization to older consumers and non-EU contexts; the study is exploratory; N = 68 limits power for small effects, though large observed effects (η²p = 0.313 and 0.246) were reported as robust; the survey relied on self-reported attitudes and intentions rather than observed behavior; data were collected before full implementation of Directive (EU) 2024/1799; and the multi-category framing was a Stage 1 design choice.
  • Evident from the text: the design is cross-sectional and single-method, with a gender imbalance (49 males vs. 19 females) and no product-specific Stage 2 analysis yet, so causal and product-level claims remain limited.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/su18126270

Cites

33 of 33 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

78 of 123 cited sources checked · 24 supported · 1 flagged · accuracy not yet measured

  • Premisecitation
    § 4.6. Policy Implications · p. 18

    Directive (EU) 2024/1799 mandates manufacturer repair obligations beyond the warranty period.

    “Directive (EU) 2024/1799 [20] mandates manufacturer repair obligations beyond the warranty period and represents a significant regulatory step toward embedding repairability into market practice [6,12].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [6] Balkenende, R., Bakker, C., Blondel, E., and Henneberry, Y. (2024). Repair in the Circular Economy, TU Delft OPEN Publishing. source

      The Abstract (page unavailable) discusses a proposed right to repair and measures promoting repair after the warranty period, rather than an enacted Directive (EU) 2024/1799. The Additional information section (page unavailable) expressly says the proposal obliges producers to repair their own products only within the statutory warranty period, contrary to the attributed obligation beyond it. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [12] Smith, 2024, Right-to-Repair, Product Durability and Obsolescence: A Legal Perspective, J. Indones. Leg. Stud. source

      The Right to Repair section (p. 18) discusses negotiations over a proposed directive and anticipated repairability requirements, but does not identify Directive (EU) 2024/1799 or state that it mandates manufacturer repairs beyond the warranty period. Searches for the directive number and for post-warranty producer repair obligations found no passage establishing that claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Premisecitation
    § 1. Introduction · p. 1

    Consumer willingness to engage in repair is closely tied to perceived self-efficacy.

    “One reason is psychological: consumer willingness to engage in repair is closely tied to perceived self-efficacy.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      Section 3.4.2 defines perceived behavioral control as how able participants felt to repair and reports that it predicted intention to repair at home. But section 3.4.1 finds attitude was a much stronger predictor at home, while attitude and subjective norms—not perceived ability—predicted intention to join public repair events. The claim is therefore too broad for the settings studied. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation
    § 1. Introduction · p. 2

    There is a gap between consumers' positive attitudes toward sustainability and their actual repair practices.

    “Despite widespread awareness of sustainability issues, there is a gap between consumers' attitudes and actions.”
    • Also stated in: § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 4 · plain
      “This study addresses this gap by examining the repairability paradox: strong user support for repairable and durable products alongside limited repair behavior in practice.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source
  • Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 4

    Barriers to repair are often rooted in product design and quality issues, such as difficulties in disassembly, use of inferior materials, and non-standardized components.

    “Barriers to repair are often rooted in product design and quality issues, such as difficulties in disassembly, the use of inferior materials, and non-standardized components [30].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [30] 2021, Repair motivation and barriers model: Investigating user perspectives related to product repair towards a circular economy, J. Clean. Prod. source

      The Introduction (page not provided) identifies disassembly problems and low-quality materials as product-design barriers. Section 4.1, Technical aspects (page not provided), also reports that low-quality materials discouraged repair. The passages do not identify non-standardized components as a barrier; difficulty obtaining spare parts is a related but different point. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation
    § 1. Introduction · p. 2

    Only 32% of Europeans have repaired an item within six months instead of replacing it.

    “Only 32% have repaired an item within six months instead of replacing it”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      The Introduction says actual participation in repair is low relative to willingness, but gives no 32% figure or six-month repair-versus-replacement measure. The Participants section describes a survey of volunteer repairers, not a representative estimate for Europeans. Searches for the percentage and six-month period found no supporting passage in our copy. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. 51
  • May combine two claims. 68
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Repair practices are shaped not only by consumers' internal motivation but also by external factors such as infrastructure, social and cultural influences, financial considerations, and political frameworks.

    “As noted by Parajuly, repair practices are shaped not only by consumers' internal motivation but also by external factors such as infrastructure, social and cultural influences, financial considerations, and political frameworks [11].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Positive attitudes increase the willingness to make environmentally friendly decisions and repair habits.

    “This showed that positive attitudes increase the willingness to make environmentally friendly decisions and repair habits [5].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [5] Roskladka, 2023, From ‘right to repair’ to ‘willingness to repair’: Exploring consumer’s perspective to product lifecycle extension, J. Clean. Prod. source

      Section 3.6 identifies attitudes, norms, and lack of repair habit among barriers to repair, while Table 6 describes repair as an eco-friendly practice and discusses cultivating willingness to repair. These passages support a connection between consumer outlook and repair, but they do not establish that positive attitudes increase environmentally friendly decisions or repair habits. (LLM, conf=0.80)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    DfR features to prevent mechanical obsolescence include modularity, easy and quick disassembly and reassembly, ability to open a product, safety, material durability, and a repairable appearance.

    “The identified DfR features to prevent mechanical obsolescence are modularity, easy and quick disassembly and reassembly, the ability to open a product, safety, material durability, and a repairable appearance [5].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [5] Roskladka, 2023, From ‘right to repair’ to ‘willingness to repair’: Exploring consumer’s perspective to product lifecycle extension, J. Clean. Prod. source

      Sections 1.5–1.10 identify safety risks, nonmodular design, lengthy disassembly, fragile materials, and products that cannot be opened as barriers to repair. Section 3.1 links such design barriers to functional obsolescence. The copy does not identify a repairable appearance as a feature or use the claim’s more specific framing of preventing mechanical obsolescence; page numbers were not available. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    In pursuit of cost reductions, manufacturers often compromise on component durability and modularity, degrading long-term repair potential even though such design choices reduce upfront consumer prices.

    “In pursuit of cost reductions, manufacturers often compromise on component durability and modularity, degrading long-term repair potential even though such design choices reduce upfront consumer prices [13].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [13] Russell, 2023, A Process Approach to Product Repair from the Perspective of the Individual, Circ. Econ. Sustain. source

      The Investigation (p. 15) says low-quality products may break again and make replacement comparatively inexpensive; Preliminary Diagnostics (p. 17) says design that enables disassembly can make or break repair efforts. The Decision (p. 16) links cheap replacement products to low manufacturing costs. The paper does not say manufacturers often sacrifice component durability or modularity to cut costs, or establish that those design choices lower upfront consumer prices. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Fault indicators do not significantly increase the likelihood of washing machine repairs.

    “although this effect was not observed for washing machines [25].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] Van Den Berge, R., Magnier, L., and Mugge, R. (2022, January 25). Enhancing consumers’ willingness to repair electronic products: How design can nudge sustainable behaviour. Proceedings of the DRS2022, Bilbao, Spain. source
  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 2

    Products designed for longevity reduce material degradation, emissions, and waste, thereby lowering overall environmental impact.

    “Products designed for longevity have been shown to reduce material degradation, emissions, and waste, thereby lowering overall environmental impact [18].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [18] Spreafico, 2022, An analysis of design strategies for circular economy through life cycle assessment, Environ. Monit. Assess. source

      The Introduction (page unavailable) says more robust products can have longer operative lives and require fewer maintenance interventions. The paper discusses waste and environmental-impact reductions under other design strategies, but does not show that longevity itself reduces material degradation, emissions, and waste or establish the claimed overall effect. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 1

    Repair strengthens social sustainability through community repair, which fosters shared knowledge, resilience, and user engagement with material goods.

    “Moreover, repair not only serves environmental goals but also strengthens social sustainability through practices such as community repair, which fosters shared knowledge, resilience, and user engagement with material goods [6].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [6] Balkenende, R., Bakker, C., Blondel, E., and Henneberry, Y. (2024). Repair in the Circular Economy, TU Delft OPEN Publishing. source

      The 14 recommendations (page unavailable) endorse Repair Cafés, and Additional information (page unavailable) says their sense of community enriches the repair experience. The paper also discusses community-level repair skills and emotional value attached to repaired objects, but it does not establish that community repair builds resilience or explicitly make the broader social-sustainability claim. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Fault indicators significantly increase the likelihood of vacuum cleaner repairs.

    “Van den Berge found that fault indicators significantly increase the likelihood of vacuum cleaner repairs, although this effect was not observed for washing machines [25].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] Van Den Berge, R., Magnier, L., and Mugge, R. (2022, January 25). Enhancing consumers’ willingness to repair electronic products: How design can nudge sustainable behaviour. Proceedings of the DRS2022, Bilbao, Spain. source

      The section ‘The effect of a fault indication on the willingness to repair’ reports significantly higher willingness to repair a vacuum cleaner when a fault indication was present, but no significant effect for washing machines. It measured willingness to repair, not the likelihood of repairs actually occurring; no page number is supplied in the excerpts. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 2

    This legislative change reflects a broader movement to embed durability, reparability, and circularity into product design and market practices.

    “This legislative change reflects a broader movement to embed durability, reparability, and circularity into product design and market practices [12].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] Smith, 2024, Right-to-Repair, Product Durability and Obsolescence: A Legal Perspective, J. Indones. Leg. Stud. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 4

    Transitioning from traditional manufacturing to Product-Service System (PSS) models opens new possibilities by emphasizing access over ownership and enabling environmental benefits for both producers and consumers.

    “Transitioning from traditional manufacturing to Product-Service System (PSS) models opens new possibilities by emphasizing access over ownership and enabling environmental benefits for both producers and consumers [31].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [31] Arredondo-Soto, K.C., Jiménez-Zaragoza, A., Miranda-Ackerman, M.A., Blanco-Fernández, J., García-Lechuga, A., Hernández-Escobedo, G., and García-Alcaraz, J.L. (2022). Design and Repair Strategies Based on Product–Service System and Remanufacturing for Value Preservation. Sustainability, 14. source

      Section 1.1 describes PSS as an alternative to the usual product model that appeals to producers and buyers. The Conclusions describe a washing-machine leasing service focused on use, and §1.4 says the study aims to minimize environmental impact. The environmental claim, however, concerns PSS combined with remanufacturing; the paper does not specifically establish environmental benefits for both producers and consumers from PSS alone. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    Concerns about repair quality persist, often stemming from a lack of accessible, standardized repair services and uncertainty about replacement part reliability.

    “Nevertheless, concerns about repair quality persist, often stemming from a lack of accessible, standardized repair services and uncertainty about replacement part reliability [11].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      The Introduction (page unavailable) describes barriers to accessing repair services and the unavailability of spare parts. The Concluding Discussion (page unavailable) likewise discusses access to spare parts. Neither passage links those barriers to concerns about repair quality or addresses standardized services or the reliability of replacement parts. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    Repair is a cornerstone of the circular economy, enabling extension of product lifespans and reducing material throughput.

    “However, repair is a cornerstone of the circular economy (CE), enabling the extension of product lifespans and reducing material throughput.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [3] 2021, ‘Fixing the World One Thing at a Time’: Community repair and a sustainable circular economy, J. Clean. Prod. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 1

    Repair is a multidimensional and multi-agency activity.

    “According to Hernandez, repair is a multidimensional and multi-agency activity [7].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [7] Hernandez, R.J., Miranda, C., and Goñi, J. (2020). Empowering Sustainable Consumption by Giving Back to Consumers the ‘Right to Repair’. Sustainability, 12. source
  • May combine two claims.

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Individuals with higher self-efficacy in repair contexts and those who associate repair with identity or empowerment are more likely to engage in repair activities.

    “Studies suggest that individuals with higher self-efficacy in repair contexts and those who associate repair with identity or empowerment are more likely to engage in repair activities [24].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [24] Marikyan, 2023, Exercising the ‘Right to Repair’: A Customer’s Perspective, J. Bus. Ethic source

      The Technology Repair Factors and Antecedent of the Intention to Repair sections (pages unavailable) link perceived ability or control over repair, and a socially desirable identity, to stronger repair intention. But the paper treats empowerment and self-assurance as outcomes of repair or repair intention, not reasons people are more likely to repair. Its findings concern intention rather than observed repair activity. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    A survey in Spain revealed limited engagement in maintenance practices and a relatively low inclination to pursue repairs.

    “For example, a survey in Spain revealed limited engagement in maintenance practices and a relatively low inclination to pursue repairs.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] Sandez, 2023, Consumer practices regarding the purchase, use, willingness to repair, and disposal of small electric and electronic equipment: A Spanish survey on kettles, J. Ind. Ecol. source

      The Conclusions report a general lack of kettle maintenance and low rates of repair or reuse in the Spanish survey. But they also report an openness to future repair if manufacturers provide the means; the Repair patterns section says 82.3% would repair under that condition. The claim captures low current repair activity but overstates it as a generally low inclination to pursue repairs. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation
    § 2.1. Survey Design and Data Collection · p. 6

    The use of general product categories in the primary survey reflects a deliberate Stage 1 design choice consistent with exploratory consumer research.

    “The use of general product categories in the primary survey reflects a deliberate Stage 1 design choice consistent with exploratory consumer research”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      Section 2.2 (Data collection; page unavailable) says the paper deliberately designed questionnaires around two broad product groups. It does not address the citing study’s Stage 1 design choice or establish that this choice is consistent with exploratory consumer research; its own respondents were volunteer repairers. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [22] Korsunova, 2023, Consumer decision-making on repair in a circular economy: A process model based on experiences among young adults and stakeholders in Finland, J. Clean. Prod. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 4

    PSS models can reduce material throughput, extend product lifetimes, and create incentives for companies to design durable, maintainable products that remain in service longer.

    “These models can reduce material throughput, extend product lifetimes, and create incentives for companies to design durable, maintainable products that remain in service longer.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [31] Arredondo-Soto, K.C., Jiménez-Zaragoza, A., Miranda-Ackerman, M.A., Blanco-Fernández, J., García-Lechuga, A., Hernández-Escobedo, G., and García-Alcaraz, J.L. (2022). Design and Repair Strategies Based on Product–Service System and Remanufacturing for Value Preservation. Sustainability, 14. source
  • May combine two claims.

    Interpretationown data
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 14

    These findings affirm RQ1: end users hold a clearly positive attitude toward repairability, consistent with Salvia and Roskladka [5,32].

    “These findings affirm the answer to RQ1: end users hold a clearly positive attitude toward repairability, consistent with Salvia and Roskladka [5,32].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [5] Roskladka, 2023, From ‘right to repair’ to ‘willingness to repair’: Exploring consumer’s perspective to product lifecycle extension, J. Clean. Prod. source

      The passage under Table 6 describes cultivating consumers’ willingness to repair as a major challenge, and §1.12 says perceptions of repairability can help people keep products longer. Neither passage establishes that end users hold a clearly positive attitude toward repairability; searches for positive attitudes and consumer perceptions found no such finding in our copy. (LLM, conf=0.70)

      Experimental — accuracy not yet measured
    • cites [32] Salvia, G., Cooper, T., Fisher, T., Harmer, L., and Barr, C. (2015). What Is Broken? Expected Lifetime, Perception of Brokenness and University, Nottingham Trent University.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 15

    Terzioglu identifies quality uncertainty as a structural barrier to repair uptake, and Marikyan emphasizes trust in repair outcomes as a primary driver of repair-oriented behavior.

    “This is consistent with Terzio˘ glu [30], who identifies quality uncertainty as a structural barrier to repair uptake, and with Marikyan [24], who emphasizes trust in repair outcomes as a primary driver of repair-oriented behavior.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [30] 2021, Repair motivation and barriers model: Investigating user perspectives related to product repair towards a circular economy, J. Clean. Prod. source

      Section 4.1 (Technical aspects) reports that participants worried about how long repairs would last, and Section 5 (Discussion) identifies endurance as a barrier. This supports concern about repair quality, but the paper does not characterize that uncertainty as a structural barrier. The separate claim about Marikyan is not attributed to this source. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [24] Marikyan, 2023, Exercising the ‘Right to Repair’: A Customer’s Perspective, J. Bus. Ethic source

      Only the Marikyan attribution is assessed here. In ‘The Outcomes of the Repair Intention’ (page unavailable), the paper associates willingness to repair with a belief that repair will yield positive outcomes. It does not identify trust in repair outcomes as a primary driver; its reported analysis also treats perceived outcomes largely as consequences of repair intention. (LLM, conf=0.81)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationown data
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 14

    The results confirm that participants generally hold positive attitudes toward product repairability and recycled materials.

    “The results confirm that participants generally hold positive attitudes toward product repairability and recycled materials, aligning with growing normative support for repair as a central circular economy strategy [3,11].”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [3] 2021, ‘Fixing the World One Thing at a Time’: Community repair and a sustainable circular economy, J. Clean. Prod. source
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      The Concluding Discussion (page unavailable) identifies attitudes and subjective norms as important predictors of participation in public repair, supporting the sentence’s connection to social support for repair. The paper does not establish that this support is growing over time. The citing authors’ findings about their own participants’ views of repairability and recycled materials are not findings attributed to this source. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 14

    Established findings from environmental psychology show that pro-environmental affect frequently outpaces factual confidence and behavioral readiness, and evidence indicates that performance uncertainty about sustainable materials persistently tempers consumer commitment.

    “The pattern echoes established findings from environmental psychology, where pro-environmental affect frequently outpaces factual confidence and behavioral readiness [33], and aligns with evidence that performance uncertainty about sustainable materials persistently tempers consumer commitment [24,34].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [33] Kollmuss, 2002, Mind the Gap: Why do people act environmentally and what are the barriers to pro-environmental behavior?, Environ. Educ. Res. source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [24] Marikyan, 2023, Exercising the ‘Right to Repair’: A Customer’s Perspective, J. Bus. Ethic source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [34] Visser, 2018, Consumer buying behaviour of sustainable vacuum cleaners—Consequences for design and marketing, J. Clean. Prod. source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 15

    The attitude-behavior gap mirrors the well-documented gap between sustainable intentions and actions, and is broadly consistent with EU-level survey data showing that only 32% of Europeans have repaired an item in the past six months, with 39% citing cost and logistical difficulty as deterrents.

    “This mirrors the welldocumented gap between sustainable intentions and actions [10,33,35] and is broadly consistent with EU-level survey data showing that only 32% of Europeans have repaired an item in the past six months, with 39% citing cost and logistical difficulty as deterrents [11].”
    Quote in the paperSubstantial claim2 of 4 sources checked
    • cites [10] Frick, 2021, Why do users (not) repair their devices? A study of the predictors of repair practices, J. Clean. Prod. source
    • cites [33] Kollmuss, 2002, Mind the Gap: Why do people act environmentally and what are the barriers to pro-environmental behavior?, Environ. Educ. Res. source
    • cites [35] Sabbaghi, 2016, Business outcomes of product repairability: A survey-based study of consumer repair experiences, Resour. Conserv. Recycl. source
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4.4. Functional Factors: Product-Specific Repair Confidence and Design Complexity · p. 17

    Similar category-specific repair confidence gradients have been documented in European consumer surveys.

    “The pattern also aligns with Sandez [23] and McQueen [28], who document similar category-specific repair confidence gradients in European consumer surveys”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [23] Sandez, 2023, Consumer practices regarding the purchase, use, willingness to repair, and disposal of small electric and electronic equipment: A Spanish survey on kettles, J. Ind. Ecol. source

      In §3.2.4, Repair patterns (page unavailable), the Spanish kettle survey reports differences in willingness to attempt repair by gender and education. It does not report repair confidence or compare confidence across product categories, so it supports variation in repair attitudes but not the attributed category-specific confidence gradients. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [28] McQueen, 2023, The role of resources in repair practice: Engagement with self, paid and unpaid clothing repair by young consumers, Text. Res. J. source
  • May combine two claims.

    Premisecitation
    § 4.6. Policy Implications · p. 19

    Consumers express positive attitudes towards repair and sustainability but are deterred by concerns about repair quality, durability, cost, and effort.

    “Consistent with previous studies, consumers express positive attitudes towards repair and sustainability but are deterred by concerns about repair quality, durability, cost, and effort [11,24,30].”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [11] Parajuly, 2024, Product repair in a circular economy: Exploring public repair behavior from a systems perspective, J. Ind. Ecol. source

      The Introduction (page unavailable) describes consumers’ willingness to repair and says that economic factors, time, and effort can prevent that willingness from becoming action. It does not identify concerns about repair quality or durability as deterrents; its reference to shortened product lifespan is not a finding about the durability of repairs. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [24] Marikyan, 2023, Exercising the ‘Right to Repair’: A Customer’s Perspective, J. Bus. Ethic source

      In “Antecedent of the Intention to Repair” (page unavailable), the paper reports that higher perceived repair costs weaken intention to repair and that effort and available resources matter. It also reports a positive attitude toward right-to-repair legislation, but finds that environmental concerns do not influence repair decisions and that perceived planned obsolescence has a positive—not deterrent—association with repair intention. The passages do not establish repair-quality concerns as a deterrent. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [30] 2021, Repair motivation and barriers model: Investigating user perspectives related to product repair towards a circular economy, J. Clean. Prod. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § 2.2. Participants · p. 7

    The sample included 68 participants.

    “The sample included 68 participants, primarily young adults aged 18-24”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 9

    Awareness of EU repairability regulations was low: 54.4% were unaware of Directive (EU) 2024/1799, 22.1% were only partially informed, and 23.5% reported full awareness.

    “Awareness of EU repairability regulations was low: 54.4% of participants were unaware of Directive (EU) 2024/1799 [20], 22.1% were only partially informed, and just 23.5% reported full awareness (Q14).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data
    § 3.2.1. Descriptive Findings (Q2, Q3, Q6) · p. 9

    On the recoded Q2 durability-confidence scale, the most frequent response was Neutral (36.8%), followed by Agree (35.3%), with disagreement less common (22.1%) and strong opinions rare (M=3.19, SD=0.89).

    “On this recoded scale, the most frequent response was 'Neutral' (36.8%), followed by 'Agree' (35.3%), with disagreement less common (22.1%) and strong opinions in either direction rare (M = 3.19, SD = 0.89).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.3.5. Within-Person Differences in Purchase Intentions: Repeated Measures ANOVA (RQ2a) · p. 12

    Purchase likelihood (Q7, M=3.29) and future repairability consideration (Q15, M=3.28) were statistically indistinguishable (∆=0.01, p=0.981), both above the midpoint, and both significantly higher than benefits awareness (Q13, M=2.74).

    “Purchase likelihood (Q7, M = 3.29) and future repairability consideration (Q15, M=3.28) were statistically indistinguishable ( ∆ = 0.01, p = 0.981), both above the midpoint of the four-point scale, and both significantly higher than benefits awareness (Q13, M=2.74).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § 3.2.1. Descriptive Findings (Q2, Q3, Q6) · p. 9

    For environmental impact in purchase decisions (Q6), 54.4% considered it somewhat important, 14.7% very important, and 14.7% not important (M=3.54, SD=1.14).

    “Regarding the importance of environmental impact in purchase decisions (Q6), 54.4% considered it 'somewhat important,' with equal shares (14.7% each) rating it 'very important' or 'not important' (M = 3.54, SD = 1.14), reflecting moderate and varied environmental concern.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 9

    The main reported barriers to repair were cost and repair time, each cited by more than two-thirds of respondents, followed by lack of information and limited availability of repair services.

    “The main reported barriers to repair (Q12) were cost and repair time, each cited by more than two-thirds of respondents, followed by lack of information and limited availability of repair services.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 4.3. Economic Barriers as the Primary Constraint on Repair Behavior · p. 16

    Cost was identified as the leading barrier to repair by more than two-thirds of respondents, followed closely by repair time.

    “Cost was identified as the leading barrier by more than two-thirds of respondents, followed closely by repair time.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation
    § 4.2. The Knowledge-Intention Gap and Its Implications for Informational Intervention · p. 16

    54.4% of respondents were unaware of Directive 2024/1799 and only 23.5% were fully informed about EU repairability regulations.

    “The low awareness of EU repairability regulations (54.4% unaware of Directive 2024/1799 [20]; only 23.5% fully informed)”
    • Also stated in: § 4.6. Policy Implications · p. 18 · plain
      “However, with 54.4% of respondents entirely unaware of this regulatory shift, the directive's behavioral reach is currently limited by a structural awareness deficit.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data
    § 3.2.1. Descriptive Findings (Q2, Q3, Q6) · p. 9

    Attitudes toward using recycled products were strongly positive: 50.0% felt very positive, 30.9% somewhat positive, 19.1% neutral, and no respondents expressed negative views (Q3, M=4.28, SD=0.79).

    “Attitudes toward using recycled products were strongly positive. Responses to Q3 showed that 50.0% of participants felt 'Very positive' and 30.9% 'Somewhat positive' about using recycled products, with only 19.1% neutral and no respondents expressing negative views (M = 4.28, SD = 0.79).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data
    § 3. Results · p. 8

    All variables covered the full scale range with no missing values.

    “All variables covered the full scale range with no missing values (Table 2).”
    • Also stated in: § 3.2.2. Correlation Analysis (RQ1) · p. 9 · plain
      “All variables covered the full scale range with no missing values.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § 2.2. Participants · p. 7

    The participants comprised 19 females and 49 males.

    “The participants comprised 19 females and 49 males.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.3.2. Economic Factors · p. 11

    Cost was the leading barrier to repair (Q12), mentioned by over two-thirds of respondents, followed closely by the time required for repair.

    “Cost was the leading barrier to repair (Q12), mentioned by over two-thirds of respondents, followed closely by the time required for repair.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § 3.3.2. Economic Factors · p. 11

    Open-ended comments (Q16) confirm cost as the primary enabling condition, with affordable spare parts, reduced taxes, and EU-level repair incentives cited as conditions that would increase engagement.

    “Respondents' open-ended comments (Q16) further confirm cost as the primary enabling condition, with affordable spare parts, reduced taxes, and EU-level repair incentives cited as conditions that would increase engagement (Section 3.5).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 9

    Furniture (77.9%) and sports equipment (69.1%) were rated most accessible for repairs, while electronics (47.1%) and clothing (52.9%) ranked lowest.

    “Regarding product categories in which respondents felt comfortable carrying out repairs (Q9), furniture (77.9%) and sports equipment (69.1%) were rated most accessible, while electronics (47.1%) and clothing (52.9%) ranked lowest.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 4.3. Economic Barriers as the Primary Constraint on Repair Behavior · p. 16

    46% of respondents indicated willingness to repair products priced between 100 and 500 EUR, while a significantly lower proportion (24%) are willing to repair higher-value items.

    “Nearly half of respondents (46%) indicated they are willing to repair products priced between 100 and 500 EUR, while a significantly lower proportion are willing to repair higher-value items (24%).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § 2.2. Participants · p. 7

    Most participants were from Slovenia (50%) and Sweden (45%).

    “Most participants were from Slovenia (50%) and Sweden (45%)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.3.2. Economic Factors · p. 11

    46% of respondents were willing to repair products in the 100-500 EUR range, while the proportion willing to repair higher-value items was lower (24%), partly reflecting the student-dominated sample composition.

    “These findings align with the dominant repair price threshold: 46% of respondents were willing to repair products in the 100-500 EUR range, while the proportion willing to repair higher-value items was lower (24%), partly reflecting the student-dominated sample composition.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § 2.2. Participants · p. 7

    Most participants were in the 18-24 age group, representing 63.24% of the total.

    “Most participants were in the 18-24 age group, representing 63.24% of the total.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 8

    Most respondents rarely or occasionally purchased recycled or upcycled products (43.3% rarely, 40.3% occasionally), with only 7.5% frequently and 9.0% never.

    “Across the broader survey, most respondents indicated they either rarely (43.3%) or occasionally (40.3%) purchased recycled or upcycled products, suggesting a limited but present commitment to sustainable consumer behavior (Q1). Only 7.5% reported buying such products frequently, and 9.0% said they never do so.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 9

    When balancing cost with sustainability, 29.4% prioritized cost, 33.8% said it depended on product type, and 26.5% considered both equally important.

    “When asked how they balance cost with sustainability (Q11), 29.4% prioritized cost, 33.8% said it depended on the product type, and 26.5% considered both equally important, indicating that financial considerations weigh heavily in everyday purchasing decisions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 8

    69.1% of respondents were willing to pay more for easily repairable products, 20.6% answered maybe, and 8.8% said they would not.

    “Regarding economic behavior, 69.1% of respondents were willing to pay more for easily repairable products, 20.6% answered 'maybe,' and 8.8% said they would not (Q4).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data
    § 3.1. Sample Characteristics and Contextual Behavioral Findings · p. 8

    Most respondents were willing to repair products priced between 100 and 500 EUR (46%), with higher-value items less common.

    “Most respondents indicated they were willing to repair products priced between 100 and 500 EUR (46%), with higher-value items less common in this predominantly student sample (Q5).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given
    § 5. Conclusions · p. 20

    Consumers generally hold positive attitudes toward reparability and recycled materials.

    “Consumers generally hold positive attitudes toward reparability and recycled materials”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § 4.4. Functional Factors: Product-Specific Repair Confidence and Design Complexity · p. 17

    Respondents felt comfortable repairing furniture (77.9%) and sports equipment (69.1%), but confidence dropped substantially for electronics (47.1%) and clothing (52.9%).

    “Respondents felt comfortable repairing furniture (77.9%) and sports equipment (69.1%), but confidence dropped substantially for electronics (47.1%) and clothing (52.9%).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 2

    Extended warranties that cover both time and usage are particularly attractive to consumers whose willingness to take risks depends on the product's value.

    “Extended warranties that cover both time and usage are particularly attractive to consumers whose willingness to take risks depends on the product's value [17].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [17] Mitra, 2021, Warranty parameters for extended two-dimensional warranties incorporating consumer preferences, Eur. J. Oper. Res. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 3

    Public perceptions of product repair are becoming more favorable, particularly within the framework of the circular economy.

    “Public perceptions of product repair are becoming more favorable, particularly within the framework of the circular economy [21].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Cole, C., and Gnanapragasam, A. (2026, June 10). Community Repair: Enabling Repair as Part of the Movement Towards a Circular Economy. Nottingham Trent University for The Restart Project. Available online: https://irep.ntu.ac.uk/id/eprint/30462/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § 1. Introduction · p. 2

    Improvements in product design, informed consumer choices, and supportive regulatory frameworks are essential for the transition to a more sustainable and circular economy.

    “Improvements in product design, informed consumer choices, and supportive regulatory frameworks are essential for the transition to a more sustainable and circular economy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 2

    The European Union's Directive (EU) 2024/1799 requires manufacturers to offer repair services beyond the warranty period.

    “The European Union's Directive (EU) 2024/1799 [20] requires manufacturers to offer repair services beyond the warranty period.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 2

    Warranties play a crucial role in consumer purchasing decisions, brand loyalty, and price sensitivity, especially for high-value products such as IT equipment and premium vacuum cleaners.

    “Warranties play a crucial role in consumer purchasing decisions, brand loyalty, and price sensitivity, especially for high-value products such as IT equipment and premium vacuum cleaners (VC) [16].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16] Yamamoto, 2014, A Study of the Factors Affecting Product Values and Preferences–Using Vacuum Cleaner as an Example, Human Interface and the Management of Information. Information and Knowledge Design and Evaluation

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 1

    The Product Repairability Index (PRI) quantifies repairability based on component complexity and functional relevance.

    “These factors have been formalized in tools such as the Product Repairability Index (PRI), which quantifies the repairability of a product based on component complexity and functional relevance [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] Mesa, 2023, Proposing an integrated indicator to measure product repairability, J. Clean. Prod. source
  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    Repairability is influenced by product design, availability of spare parts, and access to repair information.

    “Empirical studies show that repairability is influenced by product design, availability of spare parts, and access to repair information.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] Mesa, 2023, Proposing an integrated indicator to measure product repairability, J. Clean. Prod. source
  • Classified as probably not a substantial claim.

    Study design and conductreasoning
    § 2.3. Data Analysis · p. 7

    Convergence across three estimators (Pearson, Spearman, Kendall) serves as an internal replication standard.

    “(2) convergence across three estimators (Pearson, Spearman, Kendall) serves as an internal replication standard”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 3.2.3. Within-Person Differences in Attitudes: Repeated Measures ANOVA (RQ1a) · p. 10

    The divergence between affective response and durability confidence should be interpreted as a developmental stage in attitude formation: consumers are affectively receptive to recycled and repairable products, while assurances regarding durability remain a salient, yet unmet, need.

    “This divergence should not be interpreted as a repairing or contradiction, but rather as a developmental stage in attitude formation: consumers are affectively receptive to recycled and repairable products, while assurances regarding durability remain a salient, yet unmet, need.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning
    § 2.3. Data Analysis · p. 7

    Spearman's ρ is used as the primary non-parametric estimator, as it is robust to scale-level and distributional assumptions.

    “(1) Spearman's ρ is used as the primary non-parametric estimator, as it is robust to scale-level and distributional assumptions”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 15

    Durability confidence emerges as a direct enabler of favorable consumer orientations, supporting the argument that alleviating performance doubts is a precondition for deeper engagement with sustainable products.

    “Durability confidence thus emerges as a direct enabler of favorable consumer orientations, directly supporting the argument that alleviating performance doubts is a precondition for deeper engagement with sustainable products.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 3.3.5. Within-Person Differences in Purchase Intentions: Repeated Measures ANOVA (RQ2a) · p. 12

    The results identify a knowledge-intention gap: participants expressed equivalent and moderately strong intentions to consider both lifecycle extendability and repairability, yet their self-reported awareness of benefits fell meaningfully below the scale midpoint.

    “These results identify a knowledgeintention gap: participants expressed equivalent and moderately strong intentions to consider both lifecycle extendability and repairability, yet their self-reported awareness of the benefits of such products fell meaningfully below the scale midpoint.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 3.3.1. Behavioral Factors · p. 11

    Repair experience is common and generally satisfactory.

    “The majority of respondents (70.1%) had already repaired rather than replaced a product, and 59% of those reported positive outcomes, indicating that repair experience is both common and generally satisfactory.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data
    § 2.3. Data Analysis · p. 7

    The two repeated measures ANOVA models are each constructed within scale-consistent item sets.

    “the two repeated measures ANOVA models are each constructed within scale-consistent item sets”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given
    § 2.3. Data Analysis · p. 7

    Tukey correction is applied to all ANOVA post hoc comparisons.

    “(3) Tukey correction is applied to all ANOVA post hoc comparisons”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § 2.3. Data Analysis · p. 7

    Greenhouse-Geisser correction is used for sphericity violations.

    “(4) Greenhouse-Geisser correction is used for sphericity violations”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4.2. The Knowledge-Intention Gap and Its Implications for Informational Intervention · p. 15

    Prior research highlights that advancing circular economy goals through repair is constrained by legal, market, cost, and preference barriers, requiring balanced right-to-repair policies rather than full open access to effectively support stakeholders.

    “In this context, prior research highlights that advancing circular economy goals through repair is constrained by legal, market, cost, and preference barriers, requiring balanced right-to-repair policies rather than full open access to effectively support stakeholders [36].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [36] Svensson, S., Richter, J.L., Maitre-Ekern, E., Pihlajarinne, T., Maigret, A., and Dalhammar, C. (2026, June 10). The Emerging ‘Right to Repair’ Legislation in the EU and the U.S. Going Green CARE INNOVATION 2018, Vienna, Austria, 2018. Available online: https://lup.lub.lu.se/search/ws/files/63585584/Svensson_et_al._Going_Green_CARE_INNOVATION_2018_PREPRINT.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § 3.3.2. Economic Factors · p. 11

    The absolute cost thresholds in Q5 are product-category dependent and carry inherent interpretive limits when applied across heterogeneous product types.

    “It should be noted that the absolute cost thresholds in Q5 (0-30 EUR; 30-100 EUR; 100-500 EUR; 500+ EUR) are product-category dependent and carry inherent interpretive limits when applied across heterogeneous product types.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning
    § 2.1. Survey Design and Data Collection · p. 6

    The recoding of Q2 was planned from the instrument design stage and is not a post hoc correction.

    “This recoding was planned from the instrument design stage and is not a post hoc correction.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisereasoning
    § 1.1. Behavioral, Economic and Functional Factors for Repair · p. 4

    The study addresses the repairability paradox: strong user support for repairable and durable products alongside limited repair behavior in practice.

    “This study addresses this gap by examining the repairability paradox: strong user support for repairable and durable products alongside limited repair behavior in practice.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The sample of 68 participants, primarily young adults from Slovenia and Sweden, is representative of consumers in general.
  • May combine two claims.

    Interpretationown data
    § 4.2. The Knowledge-Intention Gap and Its Implications for Informational Intervention · p. 15

    The knowledge-intention gap-moderately strong and equivalent intentions to act, coexisting with below-midpoint awareness of the benefits that would logically support those intentions-is a finding of considerable practical importance.

    “This knowledge-intention gap-moderately strong and equivalent intentions to act, coexisting with below-midpoint awareness of the benefits that would logically support those intentions-is a finding of considerable practical importance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 3.3.2. Economic Factors · p. 11

    Willingness to pay more for repairable products (69.1% in Q4) indicates that consumers perceive value in repairability in principle; however, actual repair decisions are constrained once real costs are encountered.

    “Willingness to pay more for repairable products (69.1% in Q4) indicates that consumers perceive value in repairability in principle; however, actual repair decisions are constrained once real costs are encountered.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning
    § 2.1. Survey Design and Data Collection · p. 6

    Q2 was intentionally formulated with reverse polarity to reduce acquiescence bias.

    “Specifically, Q2 was intentionally formulated with reverse polarity ('products made from recycled materials are less durable') to reduce acquiescence bias.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § 2.3. Data Analysis · p. 7

    Pearson and Spearman correlation coefficients were calculated based on non-parametric characteristics observed in the data.

    “both Pearson and Spearman correlation coefficients were calculated based on the non-parametric characteristics observed in the data”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning
    § 3. Results · p. 8

    Q2, Q3, and Q6 use five-point scales, while Q7, Q13, and Q15 use four-point scales; descriptive means are therefore not directly comparable across these two groups.

    “Note that Q2, Q3, and Q6 use five-point scales, while Q7, Q13, and Q15 use four-point scales; descriptive means are therefore not directly comparable across these two groups.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § 3.2.3. Within-Person Differences in Attitudes: Repeated Measures ANOVA (RQ1a) · p. 10

    The results confirm RQ1: end users in this sample hold a clearly positive attitude toward recycled and repairable products.

    “Taken together, these results confirm RQ1, demonstrating that end users in this sample hold a clearly positive attitude toward recycled and repairable products.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 4.1. Positive Attitudes Toward Repairability and the Attitude-Behavior Gap · p. 15

    Repair actions were typically limited to situations where product failure had already occurred and were constrained by cost, time, and perceived effort.

    “Repair actions were typically limited to situations where product failure had already occurred and were constrained by cost, time, and perceived effort.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § 4.2. The Knowledge-Intention Gap and Its Implications for Informational Intervention · p. 15

    Informational awareness operates differently across time horizons: it shapes long-term behavioral intentions but does not govern immediate purchase decisions.

    “This dissociation indicates that informational awareness operates differently across time horizons: it shapes long-term behavioral intentions but does not govern immediate purchase decisions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning
    § 2.3. Data Analysis · p. 7

    Significant omnibus effects were followed by post hoc pairwise comparisons with Tukey adjustment to control for Type I error.

    “Significant omnibus effects were followed by post hoc pairwise comparisons with Tukey adjustment to control for Type I error.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § 3.3.5. Within-Person Differences in Purchase Intentions: Repeated Measures ANOVA (RQ2a) · p. 12

    Mauchly's test again indicated a violation of sphericity, W=0.828, p=0.002 (Greenhouse-Geisser epsilon=0.853).

    “Mauchly's test again indicated a violation of sphericity, W = 0.828, p = 0.002 (Greenhouse-Geisser ε = 0.853).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data
    § 3.2.3. Within-Person Differences in Attitudes: Repeated Measures ANOVA (RQ1a) · p. 10

    Mauchly's test indicated a violation of sphericity, W=0.858, p=0.006; therefore, Greenhouse-Geisser corrected degrees of freedom were applied (epsilon=0.876).

    “Mauchly's test indicated a violation of sphericity, W = 0.858, p = 0.006; therefore, Greenhouse-Geisser corrected degrees of freedom were applied ( ε = 0.876).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § 3.5. Open-Ended Responses: Enablers of Sustainable Purchasing (Q16) · p. 14

    Responses were coded inductively and assigned to thematic categories; multiple themes could be present in a single response.

    “Responses were coded inductively and assigned to thematic categories; multiple themes could be present in a single response.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § 2.3. Data Analysis · p. 7

    Assumptions of sphericity were examined using Mauchly's test, with Greenhouse-Geisser corrections applied where violations occurred.

    “Assumptions of sphericity were examined using Mauchly's test, with Greenhouse-Geisser corrections applied where violations occurred.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning
    § 2.1. Survey Design and Data Collection · p. 6

    Q2 was recoded so that higher scores reflect a more positive narrative, aligning it with other questions and enabling clearer, more consistent statistical comparisons.

    “Q2 was recoded so that higher scores reflect a more positive narrative, aligning it with other questions and enabling clearer, more consistent statistical comparisons.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § 3.2.3. Within-Person Differences in Attitudes: Repeated Measures ANOVA (RQ1a) · p. 10

    Durability confidence, while slightly more present than absent, remains moderate rather than firmly held.

    “With Q2 recoded so that higher scores indicate greater durability confidence, 'the mean of M = 3.19 sits only marginally' above the scale midpoint, indicating that durability confidence, while slightly more present than absent, remains moderate rather than firmly held.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data
    § 3.2.3. Within-Person Differences in Attitudes: Repeated Measures ANOVA (RQ1a) · p. 10

    Strengthening confidence in durability could further consolidate and stabilize favorable orientations toward recycled and repairable products.

    “Moreover, the observed pattern of means suggests that strengthening confidence in durability could further consolidate and stabilize these favorable orientations.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning
    § 2.3. Data Analysis · p. 7

    Only associations consistent across all three estimators are interpreted as substantive.

    “only associations consistent across all three are interpreted as substantive”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 5. Conclusions · p. 20

    Trust in durability and positive affect toward sustainable products appear to reinforce each other, so strengthening either dimension can support the other.

    “Trust in durability and positive affect toward sustainable products appear to reinforce each other, suggesting that strengthening either dimension can support the other.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § 4.3. Economic Barriers as the Primary Constraint on Repair Behavior · p. 16

    Directive (EU) 2024/1799 strengthens consumers' right to repair by requiring manufacturers to offer repair services beyond the legal warranty period and by promoting measures that lower economic barriers to repair, such as improved access to spare parts, repair information, and supportive pricing conditions.

    “Directive (EU) 2024/1799 [20] strengthens consumers' right to repair by requiring manufacturers to offer repair services beyond the legal warranty period and by promoting measures that lower economic barriers to repair, such as improved access to spare parts, repair information, and supportive pricing conditions.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data
    § 4.7. Limitations · p. 19

    The sample consisted predominantly of young adults aged 18-24 and was drawn mainly from two EU countries, Sweden and Slovenia, supplemented by a small number of participants from other European countries.

    “The sample consisted predominantly of young adults aged 18-24 and was drawn mainly from two EU countries-Sweden and Slovenia-supplemented by a small number of participants from other European countries (e.g., Belgium and France).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation
    § 4.5. Design Implications: Durability-First, Repairability-Integrated · p. 18

    The most effective product lifetime extension strategy begins with robust material selection, quality manufacturing, and longevity-oriented design rather than downstream repair infrastructure.

    “It also resonates with the upstream design philosophy articulated by Cooper and Mont [1,2], whereby the most effective product lifetime extension strategy begins with robust material selection, quality manufacturing, and longevity-oriented design rather than downstream repair infrastructure.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [1] Mont, 2008, Innovative approaches to optimising design and use of durable consumer goods, Int. J. Prod. Dev. source
    • cites [2] Cooper, T. (2016). Longer Lasting Products, Routledge. [1st ed.]. source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation
    § 4.6. Policy Implications · p. 19

    The observed repairability paradox reinforces calls in the literature to move beyond design-centric approaches and integrate durability assurance, transparent pricing, accessible repair services, and extended warranties.

    “The observed repairability paradox reinforces calls in the literature to move beyond design-centric approaches and integrate durability assurance, transparent pricing, accessible repair services, and extended warranties [17,29].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [17] Mitra, 2021, Warranty parameters for extended two-dimensional warranties incorporating consumer preferences, Eur. J. Oper. Res. source
    • cites [29] Dalhammar, 2022, Circularity and repair policy in the European Union, Ökol. Wirtsch. Fachz. source
  • May combine two claims.

    Interpretationreasoning
    § 5. Conclusions · p. 20

    Consumers do not simply want products that are easy to repair-they want products that rarely need repair and can be fixed easily and affordably when necessary.

    “Consumers do not simply want products that are easy to repair-they want products that rarely need repair and can be fixed easily and affordably when necessary.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § 4.6. Policy Implications · p. 19

    Awareness campaigns should be designed to consolidate and reinforce existing positive intentions rather than generate them from scratch.

    “The knowledge-intention gap identified in this study suggests that awareness campaigns should be designed to consolidate and reinforce existing positive intentions rather than generate them from scratch.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation
    § 4.7. Limitations · p. 20

    The survey was conducted prior to the full implementation of Directive (EU) 2024/1799.

    “The survey was conducted prior to the full implementation of Directive (EU) 2024/1799 [20].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] European Commission (2024). Directive 2024/1799 on Common Rules Promoting the Repair of Goods. Eur. Parliam. Counc. Off. J. Eur. Union, Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024L1799.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning
    § 5. Conclusions · p. 20

    Consumers often intend to repair more than they currently do, but their understanding of the underlying benefits is limited, creating a gap between knowledge and intention.

    “Behaviorally, consumers often intend to repair more than they currently do, but their understanding of the underlying benefits is limited, creating a gap between knowledge and intention.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning
    § 4.7. Limitations · p. 20

    The study relied on self-reported attitudes and intentions rather than observed behavior, so social desirability bias and the gap between stated intentions and actual actions apply.

    “The study also relied on self-reported attitudes and intentions rather than observed behavior; social desirability bias and the known gap between stated intentions and actual actions apply.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § 4.4. Functional Factors: Product-Specific Repair Confidence and Design Complexity · p. 17

    These design choices disproportionately affect electronics, the category where repair engagement is both most environmentally valuable and least confidently undertaken.

    “These design choices disproportionately affect electronics the category where repair engagement is both most environmentally valuable and least confidently undertaken.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Repair engagement is most environmentally valuable for electronics.
  • May combine two claims.

    Interpretationown data
    § 5. Conclusions · p. 20

    Product complexity and limited access to spare parts continue to hinder repair engagement, particularly for electronics, where repair would be most impactful but also most challenging.

    “Functionally, product complexity and limited access to spare parts continue to hinder repair engagement, particularly for electronics, where repair would be most impactful but also most challenging.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Repair engagement is most environmentally valuable for electronics.
  • May combine two claims.

    Interpretationreasoning
    § 4.3. Economic Barriers as the Primary Constraint on Repair Behavior · p. 16

    Design for Repair features such as modularity or ease of disassembly are necessary but insufficient on their own.

    “In this context, Design for Repair features-such as modularity or ease of disassembly-are necessary but insufficient on their own.”
    Quote in the paperSubstantial claim
98 of 98
  • The paper relies on this without support.

    Repairing instead of replacing electronic goods can drastically reduce lifecycle environmental impacts, especially CO2 emissions and e-waste.

    “Repairing instead of replacing electronic goods can drastically reduce lifecycle environmental impacts, especially in terms of CO2 emissions and e-waste, but this option remains underused.”
  • The paper relies on this without support.

    Many consumers are discouraged by high labor costs or concerns about the durability of repaired items, especially when green products are mistakenly seen as more fragile or less reliable.

    “However, many consumers are still discouraged by high labor costs or concerns about the durability of repaired items, especially when 'green' products are mistakenly seen as more fragile or less reliable.”
  • The paper relies on this without support.

    Using 3D printing to produce replacement parts for older products enables personalized, value-added repairs that can extend product lifespans.

    “Because additive manufacturing is flexible and rapidly evolving, it enables personalized, value-added repairs that can extend product lifespans.”
  • The paper relies on this without support.

    The premature disposal of functional products, driven by trends, convenience, or perceived obsolescence, unnecessarily shortens product lifespans.

    “The premature disposal of functional products, driven by trends, convenience, or perceived obsolescence, unnecessarily shortens product lifespans.”
  • The paper relies on this without support.

    Many consumers want clear information about the lifespan and repairability of products but are dissatisfied with current labeling standards.

    “The growing consumer demand for transparency reflects this tension: many want clear information about the lifespan and repairability of products but are dissatisfied with current labeling standards.”
  • The paper relies on this without support.

    Behavioral factors such as intrinsic motivation, environmental concern, and psychological ownership play a crucial role in repair decisions.

    “Behavioral factors such as intrinsic motivation, environmental concern, and psychological ownership play a crucial role in repair decisions.”
  • The paper relies on this without support.

    The sample of 68 participants, primarily young adults from Slovenia and Sweden, is representative of consumers in general.

    “The sample included 68 participants, primarily young adults aged 18-24, as well as a broader group surveyed about their attitudes and behaviors regarding product repair.”
  • The paper relies on this without support.

    Self-reported survey responses validly measure actual repair behavior and purchase intentions.

    “The questionnaire aimed to capture participants' perceptions and preferences regarding products with extended lifecycles achieved through repair and reuse.”
  • The paper relies on this without support.

    The survey questionnaire items (e.g., Q13, Q15, Q7) validly measure the constructs they are labelled with, such as benefits awareness, future repairability consideration, and current purchase likelihood.

    “Benefits awareness (Q13) was significantly correlated with future repairability consideration (Q15, r = 0.275, ρ = 0.291, p = 0.016) but showed no significant association with current purchase likelihood (Q7, r = -0.063, ρ = -0.070, p = 0.569).”
  • The paper relies on this without support.

    Repair engagement is most environmentally valuable for electronics.

    “These design choices disproportionately affect electronics the category where repair engagement is both most environmentally valuable and least confidently undertaken.”
  • The paper relies on this without support.

    Sweden and Slovenia represent contrasting socio-political and cultural contexts within the European Union, making them suitable focal countries for the study.

    “These two focal countries were deliberately selected to reflect contrasting socio-political and cultural contexts within the European Union: Sweden as a long-established welfare state with a strong tradition of sustainability-oriented policies, and Slovenia as a newer democracy from Central/Southern Europe.”
11 of 11

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • ConsistentF(2, 134) = 30.5reported p < .001 · recomputed p < .001

    “F (2, 134) = 30.5, p < .001”

1 of 1

Self-check

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

Each contradiction between two passages listed here was confirmed by an independent check.

  • Benefits awareness is described as below the scale midpoint

    Major

    The reported Q13 mean of 2.74 is above, not below, the midpoint of a four-point scale (2.5). The mistaken direction supports the paper's stated knowledge-intention gap.

  • Q3 is said to cover the full scale despite no negative responses

    Minor

    The results say all analyzed variables covered their full scale ranges, but also say no respondent gave a negative Q3 response. Q3 therefore did not cover its stated five-point range, which includes two negative options.

  • Q3-Q6 correlation has conflicting p-values

    Minor

    The prose gives p = 0.189 for the Q3-Q6 correlation, whereas Table 3 gives p = 0.148 for that pair.

  • Q13 has two different reported means

    Minor

    Table 2 reports a raw mean of 2.76 for Q13, while Table 6 reports an estimated marginal mean of 2.74. With no missing values in this balanced, one-way repeated-measures analysis, those means should agree.

4 of 4

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Čok, V., Rihtaršič, J., Warell, A., & Tavčar, J.
Affiliations
  • University of Ljubljana (SI)
  • Domel (Slovenia) (SI)
  • Lund University (SE)
Corresponding author
Tavčar, Jože
Venue
Sustainability
Publisher
MDPI AG
Published
2026-06-18
Volume
18
Issue
12
Pages
6270
ISSN
2071-1050 (ISSN-L)
OpenAlex
W7165160106
Cited by
1
References
32
Citations by year
2026: 1
FWCI
6.36
Type
journal article
Language
en
Open access
Locations
  • Sustainability (publishedVersion, cc-by)
  • Repository of the University of Ljubljana (University of Ljubljana) (submittedVersion, cc-by)
  • dCOBISS.SI Digital Repository (submittedVersion, cc-by)
  • Lund University Publications (Lund University) (submittedVersion)
Funders
  • Research And Innovation Agency (P2-0425)
  • Swedish Energy Agency (P2024-00773)
Topics
  • Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
  • Physical Sciences › Engineering › Building and Construction › Sustainable Design and Development
  • Social Sciences › Business, Management and Accounting › Marketing › Environmental Sustainability in Business
Keywords
repairability, design for repair, willingness to pay, repair costs, durability, recycled materials, sustainable consumption, circular economy, customer expectations

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-28.

Cited sources are checked by gpt-6-sol.

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.

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