Corporate Environmental Management for the Textile Industry: Toward an Empirical Typology
Abstract
:1. Introduction
2. Corporate Environmental Management
2.1. Environmental Strategy
2.2. Environmental Management Practices
2.3. Gaps and Research Questions
- RQ1: Are there coherent and recurrent patterns of strategic environmental elements that can be considered to be an empirical typology of corporate environmental strategy?
- RQ2: Is each environmental strategy type characterized by a specific pattern of environmental practices?
3. Conceptual Model and Research Design
3.1. Strategic Dimensions
3.2. Practice Dimension
3.3. Data Collection and Analysis
- Step 1: Selecting the variables from the strategic dimension of the “Corporate Environmental Management Model”. Since the aim of the cluster analysis was the definition of a typology of environmental strategy, the variables considered in the study were ENVPRO, COMPADV_DIFF, COMPADV_COST, COMPADV_NO, INTSTRAT, STAKE_EXT_PRIM, STAKE_SECO, STAKE_INT_PRIM, and STAKE_REG, as identified in Appendix A;
- Step 2: Applying a cluster analysis to group textile companies into distinct strategic types. The clustering algorithm was to ensure that the firms were as homogeneous as possible within the same cluster and as different as possible when compared to other clusters with respect to the considered variables;
- Step 3: Examining whether the recognized clusters could be interpreted. At this point, the clusters were defined and interpreted according to the selected variables (e.g., practices and environmental-driven competitiveness, as described in Appendix A); and
- Step 4: Defining differences between clusters.
4. Results
4.1. Cluster Analysis Results: An Environmental Strategy Typology (RQ1)
4.2. Environmental Practices Analysis (RP2)
5. Discussion
6. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
The “Corporate Environmental Management Model” | ||||
---|---|---|---|---|
Variable | Item | Code | Measure | |
Strategic Dimension (STRAT) | ||||
11 | Environmental proactivity | ENVPRO | Three-point scale (where 1 = passive, 2 = reactive, 3 = proactive) | |
22 | Competitive advantage (COMPADV) | Differentiation | COMPADV_DIFF | Dummy variable (0 = no, 1 = yes) |
Lower cost | COMPADV_COST | Dummy variable (0 = no, 1 = yes) | ||
None | COMPADV_NO | Dummy variable (0 = no, 1 = yes) | ||
33 | Integration of environmental and competitive strategies | INTSTRAT | Five-point Likert scale (where 1 = no integration and 5 = full integration) | |
44 | Importance of stakeholders: external primary stakeholders | STAKE_EXT_PRIM | Scale: from 0 to 4.27 | |
Domestic customers | STAKE_EXT_PRIM1 | Dummy variable (0 = no, 1 = yes) | ||
International customers | STAKE_EXT_PRIM2 | Dummy variable (0 = no, 1 = yes) | ||
Domestic suppliers | STAKE_EXT_PRIM3 | Dummy variable (0 = no, 1 = yes) | ||
International suppliers | STAKE_EXT_PRIM4 | Dummy variable (0 = no, 1 = yes) | ||
55 | Importance of stakeholders: secondary stakeholders | STAKE_SECO | Scale: from 0 to 3.42 | |
International rivals | STAKE_SECO1 | Dummy variable (0 = no, 1 = yes) | ||
Domestic rivals | STAKE_SECO2 | Dummy variable (0 = no, 1 = yes) | ||
International agreements | STAKE_SECO3 | Dummy variable (0 = no, 1 = yes) | ||
Environmental NGOs | STAKE_SECO4 | Dummy variable (0 = no, 1 = yes) | ||
Press | STAKE_SECO5 | Dummy variable (0 = no, 1 = yes) | ||
66 | Importance of stakeholders: internal primary stakeholders | STAKE_INT_PRIM | Scale: from 0 to 4.00 | |
Employees | STAKE_INT_PRIM1 | Dummy variable (0 = no, 1 = yes) | ||
Shareholders | STAKE_INT_PRIM2 | Dummy variable (0 = no, 1 = yes) | ||
Financial institution | STAKE_INT_PRIM3 | Dummy variable (0 = no, 1 = yes) | ||
77 | Importance of stakeholders: regulatory stakeholders | STAKE_REG | Scale: from 0 to 3.82 | |
National and regional governments | STAKE_REG1 | Dummy variable (0 = no, 1 = yes) | ||
Local public agencies | STAKE_REG2 | Dummy variable (0 = no, 1 = yes) | ||
Practices Dimension (PRACT) | ||||
11 | Product | PRACT_PROD | Scale: from 0 to 4.50 | |
Sustainable design | PRACT_PROD1 | Dummy variable (0 = no, 1 = yes) | ||
Methods for environmental impact assessment (EIA) | PRACT_PROD2 | Dummy variable (0 = no, 1 = yes) | ||
Product certification | PRACT_PROD3 | Dummy variable (0 = no, 1 = yes) | ||
22 | Raw materials | PRACT_RAWM | Scale: from 0 to 1 | |
Sustainable raw materials | PRACT_RAWM1 | Dummy variable (0 = no, 1 = yes) | ||
Certified raw materials | PRACT_RAWM2 | Dummy variable (0 = no, 1 = yes) | ||
“Zero-km” raw materials | PRACT_RAWM3 | Dummy variable (0 = no, 1 = yes) | ||
33 | Packaging | PRACT_PACK | Scale: from 0 to 2.70 | |
Reusable packaging | PRACT_PACK1 | Dummy variable (0 = no, 1 = yes) | ||
Sustainable packaging materials | PRACT_PACK2 | Dummy variable (0 = no, 1 = yes) | ||
Packaging optimization | PRACT_PACK3 | Dummy variable (0 = no, 1 = yes) | ||
44 | Supply chain | PRACT_SUPPLY | Scale: from 0 to 4.20 | |
Supplier selection considering environmental criteria | PRACT_SUPPLY1 | Dummy variable (0 = no, 1 = yes) | ||
Environmental auditing program for suppliers | PRACT_SUPPLY2 | Dummy variable (0 = no, 1 = yes) | ||
Collaboration with suppliers for improving their environmental performance | PRACT_SUPPLY3 | Dummy variable (0 = no, 1 = yes) | ||
55 | Transportation | PRACT_TRANS | Scale: from 0 to 3.10 | |
Logistics optimization | PRACT_TRANS1 | Dummy variable (0 = no, 1 = yes) | ||
Low-impact vehicles | PRACT_TRANS2 | Dummy variable (0 = no, 1 = yes) | ||
66 | Environmental management system (EMS) | PRACT_EMS | Scale: from 0 to 3.50 | |
Implementation of an EMS | PRACT_EMS1 | Dummy variable (0 = no, 1 = yes) | ||
77 | Energy management | PRACT_ENER | Scale: from 0 to 4.40 | |
High-energy-efficiency equipment | PRACT_ENER1 | Dummy variable (0 = no, 1 = yes) | ||
Renewable energy production | PRACT_ENER2 | Dummy variable (0 = no, 1 = yes) | ||
88 | Water management | PRACT_WAT | Scale: from 0 to 3.90 | |
Technologies for reducing water consumption | PRACT_WAT1 | Dummy variable (0 = no, 1 = yes) | ||
Wastewater treatment before discharging | PRACT_WAT2 | Dummy variable (0 = no, 1 = yes) | ||
Wastewater recycling and reuse | PRACT_WAT3 | Dummy variable (0 = no, 1 = yes) | ||
99 | Waste management | PRACT_WASTE | Scale: from 0 to 3.80 | |
Waste reduction | PRACT_WASTE1 | Dummy variable (0 = no, 1 = yes) | ||
Collection and reuse of waste | PRACT_WASTE2 | Dummy variable (0 = no, 1 = yes) | ||
Separate waste collection | PRACT_WASTE3 | Dummy variable (0 = no, 1 = yes) | ||
110 | Air emissions management | PRACT_AIR | Scale: from 0 to 3.60 | |
Air emissions reduction | PRACT_AIR1 | Dummy variable (0 = no, 1 = yes) | ||
Heat recovery from exhausted gases | PRACT_AIR2 | Dummy variable (0 = no, 1 = yes) | ||
111 | Materials | PRACT_MAT | Scale: from 0 to 4.10 | |
Reduction of material use in company’s operations | PRACT_MAT1 | Dummy variable (0 = no, 1 = yes) | ||
Use of sustainable materials in company’s operations | PRACT_MAT2 | Dummy variable (0 = no, 1 = yes) | ||
Use of certified materials in company’s operations | PRACT_MAT3 | Dummy variable (0 = no, 1 = yes) | ||
112 | Culture | PRACT_CULT | Scale: from 0 to 4.20 | |
Employees’ involvement in green initiatives | PRACT_CULT1 | Dummy variable (0 = no, 1 = yes) | ||
Customers’ involvement in green initiatives | PRACT_CULT2 | Dummy variable (0 = no, 1 = yes) | ||
Other stakeholders’ involvement in green initiatives | PRACT_CULT3 | Dummy variable (0 = no, 1 = yes) | ||
113 | Governance | PRACT_GOV | Scale: from 0 to 4.30 | |
Sustainability disclosure | PRACT_GOV1 | Dummy variable (0 = no, 1 = yes) | ||
Corporate functions for sustainability | PRACT_GOV2 | Dummy variable (0 = no, 1 = yes) |
Appendix B
Sum of Squares | df | Mean Square | F | Sig. | ||
---|---|---|---|---|---|---|
Strategic Dimension (STRAT) | ||||||
ENVPRO | Between groups | 14.592 | 2 | 7.296 | 17.990 | 0.000 |
Within groups | 121.666 | 321 | 0.406 | |||
Total | 136.257 | 324 | ||||
COMPADV_DIFF | Between groups | 1.901 | 2 | 0.950 | 3.928 | 0.021 |
Within groups | 72.594 | 321 | 0.242 | |||
Total | 74.495 | 324 | ||||
COMPADV_COST | Between groups | 1.757 | 2 | 0.879 | 4.154 | 0.017 |
Within groups | 63.457 | 321 | 0.212 | |||
Total | 65.215 | 324 | ||||
COMPADV_NO | Between groups | 1.917 | 2 | 0.958 | 8.055 | 0.000 |
Within groups | 35.694 | 321 | 0.119 | |||
Total | 37.611 | 324 | ||||
INTSTRAT | Between groups | 59.179 | 2 | 29.590 | 31.911 | 0.000 |
Within groups | 278.174 | 321 | 0.927 | |||
Total | 337.353 | 324 | ||||
STAKE_EXT_PRIM | Between groups | 213.828 | 2 | 106.914 | 168.277 | 0.000 |
Within groups | 190.604 | 321 | 0.635 | |||
Total | 404.432 | 324 | ||||
STAKE_SECO | Between groups | 2.596 | 2 | 1.298 | 7.886 | 0.000 |
Within groups | 49.381 | 321 | 0.165 | |||
Total | 51.977 | 324 | ||||
STAKE_INT_PRIM | Between groups | 23.507 | 2 | 11.754 | 14.866 | 0.000 |
Within groups | 237.196 | 321 | 0.791 | |||
Total | 260.704 | 324 | ||||
STAKE_REG | Between groups | 152.734 | 2 | 76.367 | 592.683 | 0.000 |
Within groups | 38.655 | 321 | 0.129 | |||
Total | 191.389 | 324 | ||||
Practices Dimension (PRACT) | ||||||
PRACT_PROD | Between groups | 25.043 | 2 | 12.522 | 10.213 | 0.000 |
Within groups | 367.822 | 321 | 1.226 | |||
Total | 392.865 | 324 | ||||
PRACT_RAWM | Between groups | 8.684 | 2 | 4.342 | 3.129 | 0.045 |
Within groups | 416.332 | 321 | 1.388 | |||
Total | 425.016 | 324 | ||||
PRACT_PACK | Between groups | 2.251 | 2 | 1.126 | 2.281 | 0.104 |
Within groups | 148.024 | 321 | 0.493 | |||
Total | 150.275 | 324 | ||||
PRACT_SUPPLY | Between groups | 52.603 | 2 | 26.302 | 25.103 | 0.000 |
Within groups | 314.328 | 321 | 1.048 | |||
Total | 366.932 | 324 | ||||
PRACT_TRANS | Between groups | 9.626 | 2 | 4.813 | 4.804 | 0.009 |
Within groups | 300.564 | 321 | 1.002 | |||
Total | 310.191 | 324 | ||||
PRACT_EMS | Between groups | 31.466 | 2 | 15.733 | 6.476 | 0.002 |
Within groups | 728.843 | 321 | 2.429 | |||
Total | 760.309 | 324 | ||||
PRACT_ENER | Between groups | 45.513 | 2 | 22.756 | 11.019 | 0.000 |
Within groups | 619.529 | 321 | 2.065 | |||
Total | 665.042 | 324 | ||||
PRACT_WAT | Between groups | 20.627 | 2 | 10.313 | 6.729 | 0.001 |
Within groups | 459.811 | 321 | 1.533 | |||
Total | 480.437 | 324 | ||||
PRACT_WASTE | Between groups | 9.052 | 2 | 4.526 | 6.227 | 0.002 |
Within groups | 218.053 | 321 | 0.727 | |||
Total | 227.105 | 324 | ||||
PRACT_AIR | Between groups | 14.953 | 2 | 7.476 | 5.186 | 0.006 |
Within groups | 432.494 | 321 | 1.442 | |||
Total | 447.447 | 324 | ||||
PRACT_MAT | Between groups | 19.047 | 2 | 9.523 | 7.238 | 0.001 |
Within groups | 394.730 | 321 | 1.316 | |||
Total | 413.777 | 324 | ||||
PRACT_CULT | Between groups | 36.089 | 2 | 18.045 | 13.439 | 0.000 |
Within groups | 402.810 | 321 | 1.343 | |||
Total | 438.899 | 324 | ||||
PRACT_GOV | Between groups | 20.790 | 2 | 10.395 | 9.280 | 0.000 |
Within groups | 336.024 | 321 | 1.120 | |||
Total | 356.814 | 324 |
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Sample | Population | ||
---|---|---|---|
Size | Turnover > 50 million € (large) | 15 (5%) | 55 (2%) |
50 million € < turnover < 10 mil € (medium) | 66 (20%) | 376 (14%) | |
10 million €< turnover < 2 mil € (small) | 149 (46%) | 1203 (46%) | |
Turnover < 2 mil € (micro) | 94 (29%) | 983 (38%) | |
Segment | 13.1 - preparation and spinning of textile fibers | 52 (16%) | 493 (19%) |
13.2 - textile weaving | 100 (31%) | 799 (31%) | |
13.3 - the finishing of textiles | 88 (27%) | 426 (16%) | |
13.9 - the manufacturing of other textiles | 84 (26%) | 899 (34%) | |
Geographical Distribution | Northwest (Liguria, Lombardia, Piemonte, Valle d’Aosta) | 181 (56%) | 1334 (51%) |
Northeast (Emilia-Romagna, Friuli-Venezia Giulia, Trentino-Alto Adige, Veneto) | 61 (19%) | 366 (14%) | |
Center (Lazio, Marche, Toscana, Umbria) | 65 (20%) | 97 (30%) | |
South (Abruzzo, Basilicata, Calabria, Campania, Molise, Puglia) | 16 (5%) | 131 (5%) | |
Islands | 1 (0%) | 1 (0%) |
Variable | Cluster #01 | Cluster #02 | Cluster #03 | Total Average | |
---|---|---|---|---|---|
Environmental proactivity | ENVPRO | 2.36 | 2.04 | 1.81 | 2.05 |
Competitive advantage | COMPADV_DIFF | 0.81 | 0.64 | 0.58 | 0.69 |
COMPADV_COST | 0.42 | 0.39 | 0.24 | 0.31 | |
COMPADV_NO | 0.15 | 0.04 | 0.21 | 0.15 | |
Integration of environmental and competitive strategy | INTSTRAT | 3.77 | 3.46 | 2.65 | 3.05 |
Importance of stakeholders: external primary stakeholders | STAKE_EXT_PRIM | 3.29 | 4.27 | 2.49 | 3.22 |
Importance of stakeholders: secondary stakeholders | STAKE_SECO | 0.48 | 0.17 | 0.15 | 0.18 |
Importance of stakeholders: internal primary stakeholders | STAKE_INT_PRIM | 1.27 | 1.20 | 0.65 | 0.91 |
Importance of stakeholders: regulatory stakeholders | STAKE_REG | 2.59 | 0.00 | 0.09 | 0.27 |
Cluster #01 | Cluster #02 | Cluster #03 | Total Average | Max. Value | ||
---|---|---|---|---|---|---|
Product | PRACT_PROD | 2.10 | 1.66 | 1.22 | 1.46 | 4.50 |
Raw materials | PRACT_RAWM | 2.38 | 2.26 | 1.95 | 2.10 | 4.40 |
Packaging | PRACT_PACK | 1.07 | 1.04 | 0.88 | 0.95 | 2.70 |
Supply chain | PRACT_SUPPLY | 1.76 | 1.84 | 0.99 | 1.37 | 4.20 |
Transportation | PRACT_TRANS | 1.69 | 1.76 | 1.40 | 1.56 | 3.10 |
Environmental management system (EMS) | PRACT_EMS | 1.88 | 1.24 | 0.81 | 1.06 | 3.50 |
Energy management | PRACT_ENER | 2.71 | 1.90 | 1.40 | 1.70 | 4.40 |
Water management | PRACT_WAT | 1.89 | 1.05 | 0.93 | 1.06 | 3.90 |
Waste management | PRACT_WASTE | 2.20 | 1.85 | 1.62 | 1.75 | 3.80 |
Air emissions management | PRACT_AIR | 1.54 | 0.98 | 0.75 | 0.90 | 3.60 |
Materials | PRACT_MAT | 2.30 | 1.77 | 1.45 | 1.64 | 4.10 |
Culture | PRACT_CULT | 2.01 | 1.35 | 0.88 | 1.15 | 4.20 |
Governance | PRACT_GOV | 1.37 | 0.67 | 0.43 | 0.60 | 4.30 |
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Share and Cite
Boffelli, A.; Dotti, S.; Gaiardelli, P.; Carissimi, G.; Resta, B. Corporate Environmental Management for the Textile Industry: Toward an Empirical Typology. Sustainability 2019, 11, 6688. https://doi.org/10.3390/su11236688
Boffelli A, Dotti S, Gaiardelli P, Carissimi G, Resta B. Corporate Environmental Management for the Textile Industry: Toward an Empirical Typology. Sustainability. 2019; 11(23):6688. https://doi.org/10.3390/su11236688
Chicago/Turabian StyleBoffelli, Albachiara, Stefano Dotti, Paolo Gaiardelli, Giorgia Carissimi, and Barbara Resta. 2019. "Corporate Environmental Management for the Textile Industry: Toward an Empirical Typology" Sustainability 11, no. 23: 6688. https://doi.org/10.3390/su11236688
APA StyleBoffelli, A., Dotti, S., Gaiardelli, P., Carissimi, G., & Resta, B. (2019). Corporate Environmental Management for the Textile Industry: Toward an Empirical Typology. Sustainability, 11(23), 6688. https://doi.org/10.3390/su11236688