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Erschienen in: The International Journal of Life Cycle Assessment 3/2019

05.04.2018 | LIFE CYCLE SUSTAINABILITY ASSESSMENT

Introducing weights to life cycle sustainability assessment—how do decision-makers weight sustainability dimensions?

verfasst von: Peter Tarne, Annekatrin Lehmann, Matthias Finkbeiner

Erschienen in: The International Journal of Life Cycle Assessment | Ausgabe 3/2019

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Abstract

Purpose

Decisions based on life cycle sustainability assessment (LCSA) pose a multi-criteria decision issue, as impacts on the three different sustainability dimensions have to be considered which themselves are often measured through several indicators. To support decision-making at companies, a method to interpret multi-criteria assessment and emerging trade-offs would be beneficial. This research aims at enabling decision-making within LCSA by introducing weights to the sustainability dimensions.

Methods

To derive weights, 54 decision-makers of different functions at a German automotive company were asked via limit conjoint analysis how they ranked the economic, environmental, and social performance of a vehicle component. Results were evaluated for the entire sample and by functional clusters. Additionally, sustainability respondents, i.e., respondents that dealt with sustainability in their daily business, were contrasted with non-sustainability respondents. As a last step, the impact of outliers was determined. From this analysis, practical implications for ensuring company-optimal decision-making in regard to product sustainability were derived.

Results and discussion

The results showed a large spread in weighting without clear clustering. On average, all sustainability dimensions were considered almost equally important: the economic dimension tallied at 33.5%, the environmental at 35.2%, and the social at 31.2%. Results were robust as adjusting for outliers changed weights on average by less than 10%. Results by function showed low consistency within clusters hinting that weighting was more of a personal than a functional issue. Sustainability respondents weighted the social before the environmental and economic dimension while non-sustainability respondents put the economic before the other two dimensions. Provided that the results of this research could be generalized, the retrieved weighting set was seen as a good way to introduce weights into an operationalized LCSA framework as it represented the quantification of the already existing decision process. Therefore, the acceptance of this weighting set within the respective company was expected to be increased.

Conclusions

It could be shown that conjoint analysis enabled decision-making within LCSA by introducing weights to solve a multi-criteria decision issue. Furthermore, implications for practitioners could be derived to ensure company-optimal decision-making related to product sustainability. Future research should look at expanding the sample size and geographical scope as well as investigating the weighting of indicators within sustainability dimensions and the drivers that influence personal decision-making in regard to weighting sustainability dimensions.

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Fußnoten
1
The term “n-tier” or “tier-n” is often used to express that a section in the supply chain beyond tier-1 (direct supplier) or tier-2 (sub-supplier) is concerned. The “n” symbolizes that it can be a position at variable depth in the supply chain, which also can differ in length—one supply chain might have five tiers while another might have eight. There is no consistent use of this term in the literature—it is used to denote the entire supply chain (Zimmer et al. 2017), parts of the supply chain after tier-1 or tier-2 (Wolf 2011), or to refer to the last supplier in a given supply chain (Wolf 2011; Kerkow et al. 2012). In this paper, “n-tier supplier” denotes the last supplier in a given supply chain.
 
2
Even though the word “error” is contained in this metric, its application to measure consistency does not imply a judgment of any sort, but rather reflects the deviation from the average. It is not the intention to declare that respondents that deviate from the average are making an error.
 
Literatur
Zurück zum Zitat Adepoju JA, Ipinyomi RA (2016) Construction of asymmetric fractional factorial designs. Int J Eng Appl Sci 3:88–91 Adepoju JA, Ipinyomi RA (2016) Construction of asymmetric fractional factorial designs. Int J Eng Appl Sci 3:88–91
Zurück zum Zitat Alfares HK, Duffuaa SO (2008) Assigning cardinal weights in multi-criteria decision making based on ordinal ranking. J Multi-Criteria Decis Anal 15:125–133CrossRef Alfares HK, Duffuaa SO (2008) Assigning cardinal weights in multi-criteria decision making based on ordinal ranking. J Multi-Criteria Decis Anal 15:125–133CrossRef
Zurück zum Zitat Alriksson S, Öberg T (2008) Conjoint analysis for environmental evaluation. Environ Sci Pollut Res 15:244–257CrossRef Alriksson S, Öberg T (2008) Conjoint analysis for environmental evaluation. Environ Sci Pollut Res 15:244–257CrossRef
Zurück zum Zitat Backhaus K, Erichson B, Plinke W, Weiber R (2011a) Multivariate Analysemethoden. Eine anwendungsorientierte Einführung, 13th edn. Springer-Verlag, Berlin Backhaus K, Erichson B, Plinke W, Weiber R (2011a) Multivariate Analysemethoden. Eine anwendungsorientierte Einführung, 13th edn. Springer-Verlag, Berlin
Zurück zum Zitat Backhaus K, Erichson B, Weiber R (2011b) Fortgeschrittene Multivariate Analysemethoden. Eine anwendungsorientierte Einführung., 1st edn. Springer-Verlag, BerlinCrossRef Backhaus K, Erichson B, Weiber R (2011b) Fortgeschrittene Multivariate Analysemethoden. Eine anwendungsorientierte Einführung., 1st edn. Springer-Verlag, BerlinCrossRef
Zurück zum Zitat Baier D, Brusch M (eds) (2009) Conjointanalyse. Springer Berlin Heidelberg, Berlin Baier D, Brusch M (eds) (2009) Conjointanalyse. Springer Berlin Heidelberg, Berlin
Zurück zum Zitat Bond A, Morrison-Saunders A, Pope J (2012) Sustainability assessment: the state of the art. Impact Assess Proj Apprais 30:53–62CrossRef Bond A, Morrison-Saunders A, Pope J (2012) Sustainability assessment: the state of the art. Impact Assess Proj Apprais 30:53–62CrossRef
Zurück zum Zitat Cattin P, Wittink DR (1982) Commercial use of conjoint analysis: a survey. J Mark 46:44–53CrossRef Cattin P, Wittink DR (1982) Commercial use of conjoint analysis: a survey. J Mark 46:44–53CrossRef
Zurück zum Zitat Choo EU, Schoner B, Wedley WC (1999) Interpretation of criteria weights in multicriteria decision making. Comput Ind Eng 37:527–541CrossRef Choo EU, Schoner B, Wedley WC (1999) Interpretation of criteria weights in multicriteria decision making. Comput Ind Eng 37:527–541CrossRef
Zurück zum Zitat Cortés-Borda D, Guillén-Gosálbez G, Esteller LJ (2013) On the use of weighting in LCA: translating decision makers’ preferences into weights via linear programming. Int J Life Cycle Assess 18:948–957CrossRef Cortés-Borda D, Guillén-Gosálbez G, Esteller LJ (2013) On the use of weighting in LCA: translating decision makers’ preferences into weights via linear programming. Int J Life Cycle Assess 18:948–957CrossRef
Zurück zum Zitat Diakoulaki D, Mavrotas G, Papayannakis L (1995) Determining objective weights in multiple criteria problems: the critic method. Comput Oper Res 22:763–770CrossRef Diakoulaki D, Mavrotas G, Papayannakis L (1995) Determining objective weights in multiple criteria problems: the critic method. Comput Oper Res 22:763–770CrossRef
Zurück zum Zitat Figueira J, Roy B (2002) Determining the weights of criteria in the ELECTRE type methods with a revised Simos’ procedure. Eur J Oper Res 139:317–326CrossRef Figueira J, Roy B (2002) Determining the weights of criteria in the ELECTRE type methods with a revised Simos’ procedure. Eur J Oper Res 139:317–326CrossRef
Zurück zum Zitat Finkbeiner M, Reimann K, Ackermann R (2008) Life cycle sustainability assessment (LCSA) for products and processes. In: SETAC Europe 18th annual meeting, 25–29 May. Warsaw, Poland Finkbeiner M, Reimann K, Ackermann R (2008) Life cycle sustainability assessment (LCSA) for products and processes. In: SETAC Europe 18th annual meeting, 25–29 May. Warsaw, Poland
Zurück zum Zitat Finkbeiner M, Schau EM, Lehmann A, Traverso M (2010) Towards life cycle sustainability assessment. Sustainability 2:3309–3322CrossRef Finkbeiner M, Schau EM, Lehmann A, Traverso M (2010) Towards life cycle sustainability assessment. Sustainability 2:3309–3322CrossRef
Zurück zum Zitat Finnveden G (1997) Valuation methods within LCA—where are the values? Int J Life Cycle Assess 2:163–169CrossRef Finnveden G (1997) Valuation methods within LCA—where are the values? Int J Life Cycle Assess 2:163–169CrossRef
Zurück zum Zitat Finnveden G, Hauschild MZ, Ekvall T, Guinée J, Heijungs R, Hellweg S, Koehler A, Pennington D, Suh S (2009) Recent developments in life cycle assessment. J Environ Manag 91:1–21CrossRef Finnveden G, Hauschild MZ, Ekvall T, Guinée J, Heijungs R, Hellweg S, Koehler A, Pennington D, Suh S (2009) Recent developments in life cycle assessment. J Environ Manag 91:1–21CrossRef
Zurück zum Zitat Green PE, Srinivasan V (1978) Conjoint analysis in consumer research: issues and outlook. J Consum Res 5:103CrossRef Green PE, Srinivasan V (1978) Conjoint analysis in consumer research: issues and outlook. J Consum Res 5:103CrossRef
Zurück zum Zitat Hamlin RP (2005) The rise and fall of the Latin Square in marketing: a cautionary tale. Eur J Mark 39:328–350CrossRef Hamlin RP (2005) The rise and fall of the Latin Square in marketing: a cautionary tale. Eur J Mark 39:328–350CrossRef
Zurück zum Zitat Heijungs R, Huppes G, Guinée JB (2010) Life cycle assessment and sustainability analysis of products, materials and technologies. Toward a scientific framework for sustainability life cycle analysis. Polym Degrad Stab 95:422–428CrossRef Heijungs R, Huppes G, Guinée JB (2010) Life cycle assessment and sustainability analysis of products, materials and technologies. Toward a scientific framework for sustainability life cycle analysis. Polym Degrad Stab 95:422–428CrossRef
Zurück zum Zitat Hofstetter P, Braunschweig A, Mettier T, Müller-Wenk R, Tietje O (1999) The mixing triangle: correlation and graphical decision support for LCA-based comparisons. J Ind Ecol 3:97–115CrossRef Hofstetter P, Braunschweig A, Mettier T, Müller-Wenk R, Tietje O (1999) The mixing triangle: correlation and graphical decision support for LCA-based comparisons. J Ind Ecol 3:97–115CrossRef
Zurück zum Zitat Itsubo N, Inaba A (2003) A new LCIA method: LIME has been completed. Int J Life Cycle Assess 8:305CrossRef Itsubo N, Inaba A (2003) A new LCIA method: LIME has been completed. Int J Life Cycle Assess 8:305CrossRef
Zurück zum Zitat Itsubo N, Sakagami M, Washida T, Kokubu K, Inaba A (2004) Weighting across safeguard subjects for LCIA through the application of conjoint analysis. Int J Life Cycle Assess 9:196–205CrossRef Itsubo N, Sakagami M, Washida T, Kokubu K, Inaba A (2004) Weighting across safeguard subjects for LCIA through the application of conjoint analysis. Int J Life Cycle Assess 9:196–205CrossRef
Zurück zum Zitat Itsubo N, Sakagami M, Kuriyama K, Inaba A (2012) Statistical analysis for the development of national average weighting factors—visualization of the variability between each individual’s environmental thoughts. Int J Life Cycle Assess 17:488–498CrossRef Itsubo N, Sakagami M, Kuriyama K, Inaba A (2012) Statistical analysis for the development of national average weighting factors—visualization of the variability between each individual’s environmental thoughts. Int J Life Cycle Assess 17:488–498CrossRef
Zurück zum Zitat Johnson R, Orme B (1996) How many questions should you ask in choice-based conjoint studies? Sawtooth Softw Research P:23 Johnson R, Orme B (1996) How many questions should you ask in choice-based conjoint studies? Sawtooth Softw Research P:23
Zurück zum Zitat JRC (2012) Towards a life-cycle based European sustainability footprint framework. Publications Office of the European Union, Luxembourg JRC (2012) Towards a life-cycle based European sustainability footprint framework. Publications Office of the European Union, Luxembourg
Zurück zum Zitat Kerkow U, Martens J, Müller A (2012) Vom Erz zum Auto - Abbaubedingungen und Lieferketten im Rohstoffsektor und die Verantwortung der deutschen Automobilindustrie Kerkow U, Martens J, Müller A (2012) Vom Erz zum Auto - Abbaubedingungen und Lieferketten im Rohstoffsektor und die Verantwortung der deutschen Automobilindustrie
Zurück zum Zitat Klöpffer W (2003) Life-cycle based methods for sustainable product development. Int J Life Cycle Assess 8:157–159CrossRef Klöpffer W (2003) Life-cycle based methods for sustainable product development. Int J Life Cycle Assess 8:157–159CrossRef
Zurück zum Zitat Klöpffer W (2008) Life cycle sustainability assessment of products. Int J Life Cycle Assess 13:89–95CrossRef Klöpffer W (2008) Life cycle sustainability assessment of products. Int J Life Cycle Assess 13:89–95CrossRef
Zurück zum Zitat Klöpffer W, Grahl B (2014) From LCA to sustainability assessment. In: Life Cycle Assessment (LCA). Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, pp 357–374 Klöpffer W, Grahl B (2014) From LCA to sustainability assessment. In: Life Cycle Assessment (LCA). Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, pp 357–374
Zurück zum Zitat Kohne F, Totz C, Wehmeyer K (2005) Consumer preferences for location-based service attributes: a conjoint analysis. Int J Manag Decis Mak 6:16 Kohne F, Totz C, Wehmeyer K (2005) Consumer preferences for location-based service attributes: a conjoint analysis. Int J Manag Decis Mak 6:16
Zurück zum Zitat Mettier TM, Hofstetter P (2004) Survey insights into weighting environmental damages: influence of context and group. J Ind Ecol 8:189–209CrossRef Mettier TM, Hofstetter P (2004) Survey insights into weighting environmental damages: influence of context and group. J Ind Ecol 8:189–209CrossRef
Zurück zum Zitat Mettier T, Scholz RW (2008) Measuring preferences on environmental damages in LCIA. Part 2: choice and allocation questions in panel methods. Int J Life Cycle Assess 13:468–476CrossRef Mettier T, Scholz RW (2008) Measuring preferences on environmental damages in LCIA. Part 2: choice and allocation questions in panel methods. Int J Life Cycle Assess 13:468–476CrossRef
Zurück zum Zitat Mettier T, Scholz R, Tietje O (2006) Measuring preferences on environmental damages in LCIA. Part 1: cognitive limits in panel surveys (9 pp). Int J Life Cycle Assess 11:394–402CrossRef Mettier T, Scholz R, Tietje O (2006) Measuring preferences on environmental damages in LCIA. Part 1: cognitive limits in panel surveys (9 pp). Int J Life Cycle Assess 11:394–402CrossRef
Zurück zum Zitat Orme B (2010) Sample size issues for conjoint analysis. In: Getting started with conjoint analysis: strategies for product design and pricing research, second Edi. Research Publishers LLC, Madison, pp 57–66 Orme B (2010) Sample size issues for conjoint analysis. In: Getting started with conjoint analysis: strategies for product design and pricing research, second Edi. Research Publishers LLC, Madison, pp 57–66
Zurück zum Zitat Ostermeyer Y, Wallbaum H, Reuter F (2013) Multidimensional Pareto optimization as an approach for site-specific building refurbishment solutions applicable for life cycle sustainability assessment. Int J Life Cycle Assess 18:1762–1779CrossRef Ostermeyer Y, Wallbaum H, Reuter F (2013) Multidimensional Pareto optimization as an approach for site-specific building refurbishment solutions applicable for life cycle sustainability assessment. Int J Life Cycle Assess 18:1762–1779CrossRef
Zurück zum Zitat Rao VR (2014) Theory and design of conjoint studies (ratings based methods). In: Applied conjoint analysis. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 37–78 Rao VR (2014) Theory and design of conjoint studies (ratings based methods). In: Applied conjoint analysis. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 37–78
Zurück zum Zitat Schmidt W-P, Sullivan J (2002) Weighting in life cycle assessments in a global context. Int J Life Cycle Assess 7:5–10CrossRef Schmidt W-P, Sullivan J (2002) Weighting in life cycle assessments in a global context. Int J Life Cycle Assess 7:5–10CrossRef
Zurück zum Zitat Scholl A, Manthey L, Helm R, Steiner M (2005) Solving multiattribute design problems with analytic hierarchy process and conjoint analysis: an empirical comparison. Eur J Oper Res 164:760–777CrossRef Scholl A, Manthey L, Helm R, Steiner M (2005) Solving multiattribute design problems with analytic hierarchy process and conjoint analysis: an empirical comparison. Eur J Oper Res 164:760–777CrossRef
Zurück zum Zitat Sichtmann C, Stingel S (2007) Limit conjoint analysis and Vickrey auction as methods to elicit consumers’ willingness-to-pay. Eur J Mark 41:1359–1374CrossRef Sichtmann C, Stingel S (2007) Limit conjoint analysis and Vickrey auction as methods to elicit consumers’ willingness-to-pay. Eur J Mark 41:1359–1374CrossRef
Zurück zum Zitat Singh RK, Murty HR, Gupta SK, Dikshit AK (2009) An overview of sustainability assessment methodologies. Ecol Indic 15:281–299CrossRef Singh RK, Murty HR, Gupta SK, Dikshit AK (2009) An overview of sustainability assessment methodologies. Ecol Indic 15:281–299CrossRef
Zurück zum Zitat Skiera B, Gensler S (2002) Berechnung von Nutzenfunktionen und Marktsimulationen mit Hilfe der Conjoint-Analyse, Teil I. Wirtschaftswissenschaftliches Stud 31(4):200–206CrossRef Skiera B, Gensler S (2002) Berechnung von Nutzenfunktionen und Marktsimulationen mit Hilfe der Conjoint-Analyse, Teil I. Wirtschaftswissenschaftliches Stud 31(4):200–206CrossRef
Zurück zum Zitat Tarne P, Traverso M, Finkbeiner M (2017) Review of life cycle sustainability assessment and potential for its adoption at an automotive company. Sustainability 9:670CrossRef Tarne P, Traverso M, Finkbeiner M (2017) Review of life cycle sustainability assessment and potential for its adoption at an automotive company. Sustainability 9:670CrossRef
Zurück zum Zitat Traverso M, Finkbeiner M, Jørgensen A, Schneider L (2012) Life cycle sustainability dashboard. J Ind Ecol 16:680–688CrossRef Traverso M, Finkbeiner M, Jørgensen A, Schneider L (2012) Life cycle sustainability dashboard. J Ind Ecol 16:680–688CrossRef
Zurück zum Zitat Traverso M, Tarne P, Wagner V (2015) Towards a comprehensive approach for the sustainability assessment of a product: product social impact assessment. In: Pfeffer P (ed) 6th International Munich Chassis Symposium 2015. Springer-Verlag, pp 161–174 Traverso M, Tarne P, Wagner V (2015) Towards a comprehensive approach for the sustainability assessment of a product: product social impact assessment. In: Pfeffer P (ed) 6th International Munich Chassis Symposium 2015. Springer-Verlag, pp 161–174
Zurück zum Zitat UNEP/SETAC Life Cycle Initiative (2011) Towards a life cycle sustainability assessment - making informed choices on products. UNEP/SETAC Life Cycle Initiative, France UNEP/SETAC Life Cycle Initiative (2011) Towards a life cycle sustainability assessment - making informed choices on products. UNEP/SETAC Life Cycle Initiative, France
Zurück zum Zitat Voeth M (2000) Nutzenmessung in der Kaufverhaltensforschung. Deutscher Universitätsverlag, WiesbadenCrossRef Voeth M (2000) Nutzenmessung in der Kaufverhaltensforschung. Deutscher Universitätsverlag, WiesbadenCrossRef
Zurück zum Zitat Voeth M, Hahn C (1998) Limit conjoint-analyse. Mark Zeitschrift für Forsch und Prax 20:119–132 Voeth M, Hahn C (1998) Limit conjoint-analyse. Mark Zeitschrift für Forsch und Prax 20:119–132
Zurück zum Zitat Wittink DR, Cattin P (1989) Commercial use of conjoint analysis: an update. J Mark 53:91–96CrossRef Wittink DR, Cattin P (1989) Commercial use of conjoint analysis: an update. J Mark 53:91–96CrossRef
Zurück zum Zitat Wolf J (2011) Sustainable supply chain management integration: a qualitative analysis of the German manufacturing industry. J Bus Ethics 102:221–235CrossRef Wolf J (2011) Sustainable supply chain management integration: a qualitative analysis of the German manufacturing industry. J Bus Ethics 102:221–235CrossRef
Zurück zum Zitat Yang G, Yang J-B, Xu D-L, Khoveyni M (2017) A three-stage hybrid approach for weight assignment in MADM. Omega 71:93–105CrossRef Yang G, Yang J-B, Xu D-L, Khoveyni M (2017) A three-stage hybrid approach for weight assignment in MADM. Omega 71:93–105CrossRef
Zurück zum Zitat Zimmer K, Fröhling M, Breun P, Schultmann F (2017) Assessing social risks of global supply chains: a quantitative analytical approach and its application to supplier selection in the German automotive industry. J Clean Prod 149:96–109CrossRef Zimmer K, Fröhling M, Breun P, Schultmann F (2017) Assessing social risks of global supply chains: a quantitative analytical approach and its application to supplier selection in the German automotive industry. J Clean Prod 149:96–109CrossRef
Metadaten
Titel
Introducing weights to life cycle sustainability assessment—how do decision-makers weight sustainability dimensions?
verfasst von
Peter Tarne
Annekatrin Lehmann
Matthias Finkbeiner
Publikationsdatum
05.04.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
The International Journal of Life Cycle Assessment / Ausgabe 3/2019
Print ISSN: 0948-3349
Elektronische ISSN: 1614-7502
DOI
https://doi.org/10.1007/s11367-018-1468-2

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