Mapping Circular Economy in Portuguese SMEs
Abstract
:1. Introduction
2. Research Methodology
3. Preparing the Interviews
3.1. Refining the Process
3.2. Sample Constitution and Characterization
4. Interview Results
4.1. Quantitative Analysis
4.2. Qualitative Analysis of the Results
- SME customers
- P 1.1—Customers might not value products and services that offer circularity
- P 1.2—Customers could penalize companies that are careless with CE issues
- P 1.3—Communication and marketing of CE Practices adopted is not efficient
- P 1.4—Measurement of the impact of CE practices is not effective
- SME employees
- P 2—The majority of workers might not value the CE practices implemented in the companies where they work
- SME top managers
- P 3.1—Legislation on CE could be inefficient
- P 3.2—There might be an imbalance between costs and benefits
- P 3.3—It could be difficult to quantify the impact of CE practices
5. Conclusions
5.1. Limitations
5.2. Theoretical and Practical Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. List of Companies Interviewed
Data | Age | Level of Qualification | Gender | No. of Employees | EAC Rev 3 Main | Technical and R&D Staff | Turnover | Dimension | Headquarters Location | Foundation Year | Certifications |
E1 | 34 | N3 | M | 27 | 08112 | 2 | 1,033,536.74 € | SME—Small | Country | 1987 | None |
E2 | 52 | N6 | F | 14 | 31091 | 0 | 418,227.00 € | SME—Small | Urban | 2008 | None |
E3 | 48 | N6 | M | 4 | 47711 | 0 | 195,735.05 € | SME—Micro | Urban | 1964 | None |
E4 | 23 | N7 | F | 5 | 68200 | 1 | 732,726.45 € | SME—Medium | Urban | 2015 | None |
E5 | 44 | N3 | M | 15 | 81300 | 1 | 316,770.96 € | SME—Micro | Urban | 2013 | None |
E6 | 62 | N3 | M | 37 | 46341 | 0 | 7,809,009.71 € | SME—Small | Urban | 1993 | None |
E7 | 36 | N7 | M | 17 | 91030 | 2 | 415,955.49 € | SME—Small | Urban | 2011 | None |
E8 | 44 | N4 | F | 16 | 46732 | 0 | 2,017,035.20 € | SME—Small | Coastal | 1985 | ISO 9001 |
E9 | 41 | N7 | M | 17 | 68322 | 1 | 382,997.77 € | SME—Medium | Urban | 2004 | None |
E10 | 31 | N6 | F | 61 | 43210 | 2 | 1,395,609.96 € | SME—Medium | Urban | 2006 | None |
E11 | 57 | N6 | M | 48 | 86220 | 2 | 2,386,940.12 € | SME—Medium | Urban | 1998 | DGERT; ERS |
E12 | 32 | N3 | F | 7 | 93293 | 0 | 266,019.70 € | SME—Micro | Urban | 2016 | None |
E13 | 51 | N3 | M | 12 | 47300 | 0 | 2,617,424.69 € | SME—Small | Urban | 1999 | None |
E14 | 55 | N6 | M | 15 | 46421 | 0 | 2,215,956.73 € | SME—Small | Country | 2005 | ISO 9001 |
E15 | 50 | N6 | M | 11 | 71120 | 1 | 374,700.04 € | SME—Small | Urban | 1994 | ISO 9001 |
E16 | 44 | N3 | M | 3 | 45200 | 0 | 206,518.92 € | SME—Micro | Urban | 1989 | None |
E17 | 47 | N3 | M | 4 | 45200 | 0 | 238,291.06 € | SME—Micro | Urban | 1987 | None |
E18 | 39 | N1 | M | 5 | 25120 | 0 | 461,362.51 € | SME—Micro | Country | 1980 | None |
E19 | 60 | N2 | M | 25 | 47112 | 0 | 4,282,819.87 € | SME—Small | Country | 1994 | None |
E20 | 45 | N2 | M | 8 | 56101 | 0 | 371,746.53 € | SME—Micro | Urban | 2000 | None |
E21 | 43 | N6 | M | 93 | 31091 | 6 | 13,292,221.08 € | SME—Medium | Urban | 2004 | ISO 9001; ISO 14000 |
E22 | 46 | N3 | M | 14 | 47410 | 1 | 888,407.03 € | SME—Medium | Urban | 1995 | ISO 9001 |
E23 | 68 | N2 | M | 6 | 31091 | 1 | 502,570.72 € | SME—Micro | Urban | 1989 | None |
E24 | 34 | N6 | F | 11 | 81100 | 0 | 176,240.73 € | SME—Small | Urban | 2013 | None |
E25 | 45 | N6 | F | 46 | 46610 | 2 | 6,078,560.11 € | SME—Small | Country | 1998 | ISO 9001 |
E26 | 50 | N6 | F | 19 | 47591 | 1 | 1,573,238.17 € | SME—Small | Urban | 1998 | None |
E27 | 42 | N6 | M | 7 | 62020 | 3 | 361,434.47 € | SME—Micro | Urban | 2016 | None |
E28 | 46 | N6 | M | 9 | 62020 | 2 | 469,864.81 € | SME—Micro | Urban | 2008 | None |
E29 | 47 | N7 | F | 18 | 85591 | 2 | 1,157,343.00 € | SME—Small | Urban | 1990 | DGERT |
E30 | 45 | N6 | F | 10 | 85591 | 2 | 1,797,810.00 € | SME—Small | Urban | 2000 | DGERT |
E31 | 58 | N3 | F | 3 | 96010 | 0 | 55,887.76 € | SME—Micro | Country | 2003 | None |
E32 | 44 | N6 | M | 38 | 16293 | 2 | 2,794,753.42 € | SME—Small | Coastal | 1982 | ISO 9001; ISO 14000 |
E33 | 53 | N3 | M | 14 | 23120 | 1 | 1,041,760.06 € | SME—Small | Coastal | 1994 | ISO 9001 |
E34 | 55 | N2 | M | 16 | 18120 | 1 | 921,615.02 € | SME—Small | Urban | 2012 | ISO 9001; FSC |
Appendix B. Spearman Correlations
GI | AI | IQL | EA | HL | YCF | CS | STD | EC | ICEP | DICE | VCE | |||
Spearman’s rho | GI | Correlation Coefficient | 1000 | 0.212 | −0.250 | −0.242 | 0.089 | 0.112 | −0.158 | 0.007 | 0.030 | 0.011 | −0.061 | −0.116 |
Sig, (2-tailed) | 0.228 | 0.154 | 0.167 | 0.618 | 0.527 | 0.373 | 0.969 | 0.864 | 0.951 | 0.732 | 0.514 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
AI | Correlation Coefficient | 0.212 | 1000 | −0.295 | 0.195 | 0.128 | 0.120 | −0.103 | −0.157 | 0.186 | −0.135 | 0.004 | −0.065 | |
Sig, (2-tailed) | 0.228 | 0.091 | 0.270 | 0.469 | 0.499 | 0.564 | 0.376 | 0.292 | 0.445 | 0.983 | 0.713 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
IQL | Correlation Coefficient | −0.250 | −0.295 | 1000 | 0.283 | −0.378 * | −0.138 | 0.401 * | 0.555 ** | 0.201 | −0.078 | 0.415 * | 0.085 | |
Sig, (2-tailed) | 0.154 | 0.091 | 0.105 | 0.027 | 0.435 | 0.019 | 0.001 | 0.255 | 0.662 | 0.015 | 0.633 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
EA | Correlation Coefficient | −0.242 | 0.195 | 0.283 | 1000 | −0.052 | 0.038 | 0.092 | −0.157 | −0.035 | −0.286 | 0.153 | 0.090 | |
Sig, (2-tailed) | 0.167 | 0.270 | 0.105 | 0.770 | 0.832 | 0.604 | 0.376 | 0.843 | 0.101 | 0.388 | 0.614 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
HL | Correlation Coefficient | 0.089 | 0.128 | −0.378 * | −0.052 | 1000 | 0.060 | −0.025 | −0.249 | 0.235 | 0.142 | −0.141 | −0.115 | |
Sig, (2-tailed) | 0.618 | 0.469 | 0.027 | 0.770 | 0.737 | 0.887 | 0.156 | 0.181 | 0.423 | 0.427 | 0.518 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
YCF | Correlation Coefficient | 0.112 | 0.120 | −0.138 | 0.038 | 0.060 | 1000 | −0.147 | −0.151 | 0.101 | −0.373 * | −0.285 | −0.063 | |
Sig, (2-tailed) | 0.527 | 0.499 | 0.435 | 0.832 | 0.737 | 0.407 | 0.395 | 0.570 | 0.030 | 0.102 | 0.723 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
CS | Correlation Coefficient | −0.158 | −0.103 | 0.401 * | 0.092 | −0.025 | −0.147 | 1000 | 0.379 * | 0.428 * | −0.044 | 0.510 ** | −0.134 | |
Sig, (2-tailed) | 0.373 | 0.564 | 0.019 | 0.604 | 0.887 | 0.407 | 0.027 | 0.012 | 0.806 | 0.002 | 0.448 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
STD | Correlation Coefficient | 0.007 | −0.157 | 0.555 ** | −0.157 | −0.249 | −0.151 | 0.379 * | 1000 | 0.313 | −0.031 | 0.381 * | −0.063 | |
Sig, (2-tailed) | 0.969 | 0.376 | 0.001 | 0.376 | 0.156 | 0.395 | 0.027 | 0.071 | 0.861 | 0.026 | 0.722 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
EC | Correlation Coefficient | 0.030 | 0.186 | 0.201 | −0.035 | 0.235 | 0.101 | 0.428 * | 0.313 | 1000 | −0.014 | 0.377 * | −0.426 * | |
Sig, (2-tailed) | 0.864 | 0.292 | 0.255 | 0.843 | 0.181 | 0.570 | 0.012 | 0.071 | 0.939 | 0.028 | 0.012 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
ICEP | Correlation Coefficient | 0.011 | −0.135 | −0.078 | −0.286 | 0.142 | −0.373 * | −0.044 | −0.031 | −0.014 | 1000 | −0.244 | 0.103 | |
Sig, (2-tailed) | 0.951 | 0.445 | 0.662 | 0.101 | 0.423 | 0.030 | 0.806 | 0.861 | 0.939 | 0.165 | 0.561 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
DICE | Correlation Coefficient | −0.061 | 0.004 | 0.415 * | 0.153 | −0.141 | −0.285 | 0.510 ** | 0.381 * | 0.377 * | −0.244 | 1000 | −0.192 | |
Sig, (2-tailed) | 0.732 | 0.983 | 0.015 | 0.388 | 0.427 | 0.102 | 0.002 | 0.026 | 0.028 | 0.165 | 0.277 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
VCE | Correlation Coefficient | −0.116 | −0.065 | 0.085 | 0.090 | −0.115 | −0.063 | −0.134 | −0.063 | −0.426 * | 0.103 | −0.192 | 1000 | |
Sig, (2-tailed) | 0.514 | 0.713 | 0.633 | 0.614 | 0.518 | 0.723 | 0.448 | 0.722 | 0.012 | 0.561 | 0.277 | |||
N | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | 34,000 | ||
*, Correlation is significant at the 0.05 level (2-tailed), **, Correlation is significant at the 0.01 level (2-tailed), GI—Gender of the interviewed; AI—Age of the interviewed; IQL—Interviewed’s qualification level; EA—Economic activity; HL—Headquarters location; YCF—Year of company foundation; CS—Company size; STD—Size of the technical department; EC—Existing certifications; ICEP—Implemented CE practices; DICE—Disclosure of implemented CE practices; VCE—Valuation of CE practices by the client. |
Appendix C. Semi-Structured Interview Guide
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Data | C1 | C2 | C3 | C4 |
---|---|---|---|---|
CE practices mentioned by interviewees | Utilisation of waste such as MP—macdame, crusher | Extend service life—better build quality, used repair | Repairing items | Shared mobility with other companies |
Industrial integration (manufacturing) | Utilising waste as PM—stuffing cushions | Reduced energy consumption—led lighting | Reducing paper use | |
Reduced energy consumption—led lighting | Reduced energy consumption—led lighting | Reducing energy consumption—Shop window lighting | Digitisation for remote assistance | |
Sorting rubbish for recycling | Sorting rubbish for recycling | Sorting rubbish for recycling | Sorting rubbish for recycling | |
Reduced energy consumption—AC rules | ||||
Marketing | ||||
CE practices detected during the visit to the test companies | Waste reduction—diamond wire cutting | Industrial integration (production)—exchange of waste with other companies | Laundry—collection point | Extended product life with guarantees and maintenance |
Current inverters—reducing consumption | Sustainable products and packaging—recover delivery packaging | Sale of batches of discontinued products | Shared product—through (REC) Renewable Energy Community | |
Reducing emissions—quarry rights plans | Product remanufacturing—sofa restoration | Product as a service—Renting uniforms | Reduced consumption—panels increase from 350 W to 550 W | |
Product as a service—equipment hire |
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Carreira, R.J.; Ferreira, J.V.; Ramos, A.L. Mapping Circular Economy in Portuguese SMEs. Sustainability 2024, 16, 7009. https://doi.org/10.3390/su16167009
Carreira RJ, Ferreira JV, Ramos AL. Mapping Circular Economy in Portuguese SMEs. Sustainability. 2024; 16(16):7009. https://doi.org/10.3390/su16167009
Chicago/Turabian StyleCarreira, Rui Jorge, José Vasconcelos Ferreira, and Ana Luísa Ramos. 2024. "Mapping Circular Economy in Portuguese SMEs" Sustainability 16, no. 16: 7009. https://doi.org/10.3390/su16167009
APA StyleCarreira, R. J., Ferreira, J. V., & Ramos, A. L. (2024). Mapping Circular Economy in Portuguese SMEs. Sustainability, 16(16), 7009. https://doi.org/10.3390/su16167009