Abstract
This paper aims to provide an extensive analysis of the indicators that have been used for measuring industrial sustainability. To achieve this objective, a systematic review was carried out to explore the indicators in peer-reviewed articles relevant to industrial sustainability performance measurement. A total of 1041 indicators were identified and analyzed, with 290 for economic, 410 for environmental, and 341 for social dimensions. The majority were mentioned only once in the reviewed literature, showing a lack of consistency in their application (i.e., a lack of consensus regarding a single set of indicators) for measuring sustainability performance in different manufacturing industry contexts. Few of the indicators had been frequently used to measure industrial sustainability performance. These indicators had been used to measure industrial sustainability performance associated with financial benefits, costs, market competitiveness, resources, emissions, wastes, employees, customers, and community. This paper links the different indicators to the potential organizational goals used to improve industrial sustainability performance and contribute to achieving the sustainable development goals. It provides a comprehensive view of the indicators considering the triple bottom line approach. Our results have significant implications and will provide a strong basis for future academic and practitioner work on measuring industrial sustainability performance.
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Abbreviations
- TBL:
-
Triple bottom line
- R&D:
-
Research and development
- GHG:
-
Greenhouse gas
- CO2 :
-
Carbon dioxide
- N2O:
-
Nitrous oxide
- CH4 :
-
Methane
- CFCs:
-
Chlorofluorocarbons
- SOx:
-
Sulphur oxides
- NOx:
-
Nitrogen oxides
- CO:
-
Carbon monoxide
- SMEs:
-
Small and medium enterprises
- kg:
-
Kilogram
- kWh:
-
Kilowatt hour
- m3 :
-
Cubic meter
- m2 :
-
Square meter
- L:
-
Liter
- pc:
-
Piece
- h:
-
Hour
- uop:
-
Unit of product
- emp:
-
Employee
- USD:
-
United States dollar
- OHS:
-
Occupational health and safety
- NIST:
-
National Institute of Standards and Technology
- GRI:
-
Global Reporting Initiative
- OECD:
-
Organization for Economic Cooperation and Development
- SDGs:
-
Sustainable Development Goals
References
Abedini, A., Li, W., Badurdeen, F., & Jawahir, I. S. (2020). A metric-based framework for sustainable production scheduling. Journal of Manufacturing Systems, 54, 174–185. https://doi.org/10.1016/j.jmsy.2019.12.003
Agrawal, R., & Vinodh, S. (2020). Sustainability evaluation of additive manufacturing processes using grey-based approach. Grey Systems: Theory and Application, 10(4), 393–412. https://doi.org/10.1108/GS-08-2019-0028
Ahi, P., & Searcy, C. (2015). An analysis of metrics used to measure performance in green and sustainable supply chains. Journal of Cleaner Production, 86, 360–377. https://doi.org/10.1016/j.jclepro.2014.08.005
Ahmad, S., & Wong, K. Y. (2019). Development of weighted triple-bottom line sustainability indicators for the Malaysian food manufacturing industry using the Delphi method. Journal of Cleaner Production, 229, 1167–1182. https://doi.org/10.1016/j.jclepro.2019.04.399
Ahmad, S., Wong, K. Y., & Rajoo, S. (2019a). Sustainability indicators for manufacturing sectors: A literature survey and maturity analysis from the triple-bottom line perspective. Journal of Manufacturing Technology Management, 30, 312–334. https://doi.org/10.1108/JMTM-03-2018-0091
Ahmad, S., Wong, K. Y., & Zaman, B. (2019b). A Comprehensive and integrated stochastic-fuzzy method for sustainability assessment in the Malaysian food manufacturing industry. Sustainability. https://doi.org/10.3390/su11040948
Aktaş, N., & Demirel, N. (2021). A hybrid framework for evaluating corporate sustainability using multi-criteria decision making. Environment, Development and Sustainability, 23(10), 15591–15618. https://doi.org/10.1007/s10668-021-01311-5
Beekaroo, D., Callychurn, D. S., & Hurreeram, D. K. (2019). Developing a sustainability index for Mauritian manufacturing companies. Ecological Indicators, 96, 250–257. https://doi.org/10.1016/j.ecolind.2018.09.003
Cagno, E., Neri, A., Howard, M., Brenna, G., & Trianni, A. (2019). Industrial sustainability performance measurement systems: A novel framework. Journal of Cleaner Production, 230, 1354–1375. https://doi.org/10.1016/j.jclepro.2019.05.021
Chang, R.-D., Zuo, J., Zhao, Z.-Y., Zillante, G., Gan, X.-L., & Soebarto, V. (2017). Evolving theories of sustainability and firms: History, future directions and implications for renewable energy research. Renewable and Sustainable Energy Reviews, 72, 48–56. https://doi.org/10.1016/j.rser.2017.01.029
De Araujo, J. B., & De Oliveira, J. F. G. (2012). Towards a balanced scoreboard for assessing manufacturing processes sustainability. International Journal of Business Performance Management, 13(2), 198–221. https://doi.org/10.1504/IJBPM.2012.046201
de Faria, D. R. G., de Medeiros, J. L., & Araújo, O. Q. F. (2021). Sustainability assessment for the chemical industry: Onwards to integrated system analysis. Journal of Cleaner Production, 278, 123966. https://doi.org/10.1016/j.jclepro.2020.123966
Eastwood, M. D., & Haapala, K. R. (2015). A unit process model based methodology to assist product sustainability assessment during design for manufacturing. Journal of Cleaner Production, 108, 54–64. https://doi.org/10.1016/j.jclepro.2015.08.105
Elhuni, R. M., & Ahmad, M. M. (2017). Key performance indicators for sustainable production evaluation in oil and gas sector. Procedia Manufacturing, 11, 718–724. https://doi.org/10.1016/j.promfg.2017.07.172
Elkington, J. (1997). Cannibals with forks: The triple bottom line of 21st century business (1st ed.). Capstone.
Eurostat. (2019). Gross Value Added. Retrieved from http://appsso.eurostat.ec.europa.eu/nui/submitViewTableAction.do, Accessed on June 19, 2021.
Feil, A. A., de Quevedo, D. M., & Schreiber, D. (2015). Selection and identification of the indicators for quickly measuring sustainability in micro and small furniture industries. Sustainable Production and Consumption, 3, 34–44. https://doi.org/10.1016/j.spc.2015.08.006
Feil, A. A., Schreiber, D., Haetinger, C., Strasburg, V. J., & Barkert, C. L. (2019). Sustainability indicators for industrial organizations: Systematic review of literature. Sustainability, 11(3), 854. https://doi.org/10.3390/su11030854
Galal, N. M., & Moneim, A. F. A. (2015). A mathematical programming approach to the optimal sustainable product mix for the process industry. Sustainability, 7(10), 13085–13103. https://doi.org/10.3390/su71013085
Ghadimi, P., Azadnia, A. H., Mohd Yusof, N., & Mat Saman, M. Z. (2012). A weighted fuzzy approach for product sustainability assessment: A case study in automotive industry. Journal of Cleaner Production, 33, 10–21. https://doi.org/10.1016/j.jclepro.2012.05.010
Grecu, V., Ciobotea, R.-I.-G., & Florea, A. (2020). Software application for organizational sustainability performance assessment. Sustainability, 12(11), 4435. https://doi.org/10.3390/su12114435
GRI. (2016). GRI Sustainability Reporting Standards (GRI Standards). GRI.
Haapala, K. R., Zhao, F., Camelio, J., Sutherland, J. W., Skerlos, S., Dornfeld, D. A., Jawahir, I. S., Clarens, A. F., & Rickli, J. L. (2013). A review of engineering research in sustainable manufacturing. Journal of Manufacturing Science and Engineering-Transactions of the Asme, 135, 041013. https://doi.org/10.1115/1.4024040
Harik, R., El Hachem, W., Medini, K., & Bernard, A. (2015). Towards a holistic sustainability index for measuring sustainability of manufacturing companies. International Journal of Production Research, 53, 4117–4139. https://doi.org/10.1080/00207543.2014.993773
Hasan, M. S., Ebrahim, Z., Wan Mahmood, W. H., & Ab Rahman, M. N. (2017). Sustainable-ERP system: A preliminary study on sustainability indicators. Journal of Advanced Manufacturing Technology, 11(1), 61–74.
Hashim, M., Nazam, M., Abrar, M., Hussain, Z., Nazim, M., & Shabbir, R. (2021). Unlocking the sustainable production indicators: a novel tesco based fuzzy AHP approach. Cogent Business & Management, 8(1), 1870807. https://doi.org/10.1080/23311975.2020.1870807
Hendiani, S., Liao, H., Bagherpour, M., Tvaronavičienė, M., Banaitis, A., & Antucheviciene, J. (2020). Analyzing the status of sustainable development in the manufacturing sector using multi-expert multi-criteria fuzzy decision-making and integrated triple bottom lines. International Journal of Environmental Research and Public Health, 17(11), 3800. https://doi.org/10.3390/ijerph17113800
Huang, A., & Badurdeen, F. (2017). Sustainable manufacturing performance evaluation at the enterprise level: Index- And value-based methods. Smart and Sustainable Manufacturing Systems, 1, 178–203. https://doi.org/10.1520/SSMS20170004
Huang, A., & Badurdeen, F. (2018). Metrics-based approach to evaluate sustainable manufacturing performance at the production line and plant levels. Journal of Cleaner Production, 192, 462–476. https://doi.org/10.1016/j.jclepro.2018.04.234
Jamil, N., Gholami, H., Saman, M. Z. M., Streimikiene, D., Sharif, S., & Zakuan, N. (2020). DMAIC-based approach to sustainable value stream mapping: Towards a sustainable manufacturing system. Economic Research-Ekonomska Istraživanja, 33(1), 331–360. https://doi.org/10.1080/1331677X.2020.1715236
Jayal, A. D., Badurdeen, F., Dillon, O. W., Jr., & Jawahir, I. S. (2010). Sustainable manufacturing: Modeling and optimization challenges at the product, process and system levels. CIRP Journal of Manufacturing Science and Technology, 2(3), 144–152. https://doi.org/10.1016/j.cirpj.2010.03.006
Joung, C. B., Carrell, J., Sarkar, P., & Feng, S. C. (2013). Categorization of indicators for sustainable manufacturing. Ecological Indicators, 24, 148–157. https://doi.org/10.1016/j.ecolind.2012.05.030
Köseoglu, M. A., Yee Yick, M. Y., & Parnell, J. A. (2021). The dissemination of corporate social responsibility into the intellectual structure of strategic management. Journal of Cleaner Production, 311, 127505. https://doi.org/10.1016/j.jclepro.2021.127505
Lacasa, E., Santolaya, J. L., & Biedermann, A. (2016). Obtaining sustainable production from the product design analysis. Journal of Cleaner Production, 139, 706–716. https://doi.org/10.1016/j.jclepro.2016.08.078
Lee, J. Y., Kang, H. S., & Noh, S. D. (2014). MAS2: An integrated modeling and simulation-based life cycle evaluation approach for sustainable manufacturing. Journal of Cleaner Production, 66, 146–163. https://doi.org/10.1016/j.jclepro.2013.11.029
Li, T., Zhang, H., Yuan, C., Liu, Z., & Fan, C. (2012). A PCA-based method for construction of composite sustainability indicators. International Journal of Life Cycle Assessment, 17, 593–603. https://doi.org/10.1007/s11367-012-0394-y
Medini, K., Da Cunha, C., & Bernard, A. (2015). Tailoring performance evaluation to specific industrial contexts: Application to sustainable mass customisation enterprises. International Journal of Production Research, 53(8), 2439–2456. https://doi.org/10.1080/00207543.2014.974844
Mengistu, A. T., & Panizzolo, R. (2021). Indicators and framework for measuring industrial sustainability in Italian footwear small and medium enterprises. Sustainability. https://doi.org/10.3390/su13105472
Moldavska, A., & Welo, T. (2018). Testing and verification of a new corporate sustainability assessment method for manufacturing: A multiple case research study. Sustainability. https://doi.org/10.3390/su10114121
Moldavska, A., & Welo, T. (2019). A Holistic approach to corporate sustainability assessment: Incorporating sustainable development goals into sustainable manufacturing performance evaluation. Journal of Manufacturing Systems, 50, 53–68. https://doi.org/10.1016/j.jmsy.2018.11.004
Neri, A., Cagno, E., Di Sebastiano, G., & Trianni, A. (2018). Industrial sustainability: Modelling drivers and mechanisms with barriers. Journal of Cleaner Production, 194, 452–472. https://doi.org/10.1016/j.jclepro.2018.05.140
Ocampo, L. A., Clark, E. E., & Promentilla, M. A. B. (2016). Computing sustainable manufacturing index with fuzzy analytic hierarchy process. International Journal of Sustainable Engineering, 9(5), 305–314. https://doi.org/10.1080/19397038.2016.1144828
Paramanathan, S., Farrukh, C., Phaal, R., & Probert, D. (2004). Implementing industrial sustainability: The research issues in technology management. R&amp D Management, 34(5), 527–537. https://doi.org/10.1111/j.1467-9310.2004.00360.x
Parmar, B. L., Freeman, R. E., Harrison, J. S., Wicks, A. C., Purnell, L., & de Colle, S. (2010). Stakeholder theory: The state of the art. The Academy of Management Annals, 4(1), 403–445. https://doi.org/10.1080/19416520.2010.495581
Raj, A., & Srivastava, S. K. (2018). Sustainability performance assessment of an aircraft manufacturing firm. Benchmarking, 25(5), 1500–1527. https://doi.org/10.1108/BIJ-01-2017-0001
Samuel, V. B., Agamuthu, P., & Hashim, M. A. (2013). Indicators for assessment of sustainable production: A case study of the petrochemical industry in Malaysia. Ecological Indicators, 24, 392–402. https://doi.org/10.1016/j.ecolind.2012.07.017
Shuaib, M., Seevers, D., Zhang, X., Badurdeen, F., Rouch, K. E., & Jawahir, I. S. (2014). Product sustainability index (ProdSI): A metrics-based framework to evaluate the total life cycle sustainability of manufactured products. Journal of Industrial Ecology, 18(4), 491–507. https://doi.org/10.1111/jiec.12179
Singh, R. K., Modgil, S., & Tiwari, A. A. (2019). Identification and evaluation of determinants of sustainable manufacturing: A case of Indian cement manufacturing. Measuring Business Excellence, 23(1), 24–40. https://doi.org/10.1108/MBE-08-2018-0056
Singh, S., Olugu, E. U., & Fallahpour, A. (2014). Fuzzy-based sustainable manufacturing assessment model for SMEs. Clean Technologies and Environmental Policy, 16(5), 847–860. https://doi.org/10.1007/s10098-013-0676-5
Singh, S., Olugu, E. U., Musa, S. N., & Mahat, A. B. (2018). Fuzzy-based sustainability evaluation method for manufacturing SMEs using balanced scorecard framework. Journal of Intelligent Manufacturing, 29(1), 1–18. https://doi.org/10.1007/s10845-015-1081-1
Smart, P., Hemel, S., Lettice, F., Adams, R., & Evans, S. (2017). Pre-paradigmatic status of industrial sustainability: A systematic review. International Journal of Operations & Production Management, 37(10), 1425–1450. https://doi.org/10.1108/IJOPM-02-2016-0058
Song, Z., & Moon, Y. (2019). Sustainability metrics for assessing manufacturing systems: A distance-to-target methodology. Environment, Development and Sustainability, 21(6), 2811–2834. https://doi.org/10.1007/s10668-018-0162-7
Statista. (2019). Greenhouse gas emissions. Retrieved from https://www.statista.com/statistics/999434/industrial-ghg-emissions-european-union-eu/, Accessed on June 22, 2021.
Statista. (2020). Employment. Retrieved from https://www.statista.com/statistics/1195197/employment-by-sector-in-europe/, Accessed on June 22, 2021.
Tonelli, F., Evans, S., & Taticchi, P. (2013). Industrial sustainability: Challenges, perspectives, actions. International Journal of Business Innovation Research, 7(2), 1751–2252. https://doi.org/10.1504/IJBIR.2013.052576
Trianni, A., Cagno, E., & Neri, A. (2017). Modelling barriers to the adoption of industrial sustainability measures. Journal of Cleaner Production, 168, 1482–1504. https://doi.org/10.1016/j.jclepro.2017.07.244
Trianni, A., Cagno, E., Neri, A., & Howard, M. (2019). Measuring industrial sustainability performance: Empirical evidence from Italian and German manufacturing small and medium enterprises. Journal of Cleaner Production, 229, 1355–1376. https://doi.org/10.1016/j.jclepro.2019.05.076
Tseng, M. L. (2013). Modeling sustainable production indicators with linguistic preferences. Journal of Cleaner Production, 40, 46–56. https://doi.org/10.1016/j.jclepro.2010.11.019
Tseng, M. L., Divinagracia, L., & Divinagracia, R. (2009). Evaluating firm’s sustainable production indicators in uncertainty. Computers and Industrial Engineering, 57(4), 1393–1403. https://doi.org/10.1016/j.cie.2009.07.009
Veleva, V., Bailey, J., & Jurczyk, N. (2001). Using sustainable production indicators to measure progress in ISO 14001, EHS system and EPA achievement track. Corporate Environmental Strategy, 8(4), 326–338. https://doi.org/10.1016/S1066-7938(01)00138-5
Veleva, V., & Ellenbecker, M. (2001). Indicators of sustainable production: Framework and methodology. Journal of Cleaner Production, 9(6), 519–549. https://doi.org/10.1016/S0959-6526(01)00010-5
Vinodh, S., Ben Ruben, R., & Asokan, P. (2016). Life cycle assessment integrated value stream mapping framework to ensure sustainable manufacturing: A case study. Clean Technologies and Environmental Policy, 18(1), 279–295. https://doi.org/10.1007/s10098-015-1016-8
Vitale, G., Cupertino, S., Rinaldi, L., & Riccaboni, A. (2019). Integrated management approach towards sustainability: An Egyptian business case study. Sustainability, 11(5), 1244. https://doi.org/10.3390/su11051244
Wang, C., Wang, L., & Dai, S. (2018). An indicator approach to industrial sustainability assessment: The case of China’s Capital Economic Circle. Journal of Cleaner Production, 194, 473–482. https://doi.org/10.1016/j.jclepro.2018.05.125
Watanabe, E. H., da Silva, R. M., Tsuzuki, M. S. G., Junqueira, F., dos Santos Filho, D. J., & Miyagi, P. E. (2016). A framework to evaluate the performance of a new industrial business model. IFAC-PapersOnLine, 49(31), 61–66. https://doi.org/10.1016/j.ifacol.2016.12.162
Winroth, M., Almström, P., & Andersson, C. (2016). Sustainable production indicators at factory level. Journal of Manufacturing Technology Management, 27(6), 842–873. https://doi.org/10.1108/JMTM-04-2016-0054
Yakovleva, N., & Flynn, A. (2004). Innovation and sustainability in the food system: A case of chicken production and consumption in the UK. Journal of Environmental Policy and Planning, 6(3–4), 227–250. https://doi.org/10.1080/1523908042000344096
Zarte, M., Pechmann, A., & Nunes, I. L. (2019). Indicator framework for sustainable production planning and controlling. International Journal of Sustainable Engineering, 12(3), 149–158. https://doi.org/10.1080/19397038.2019.1566410
Zeng, S. X., Liu, H. C., Tam, C. M., & Shao, Y. K. (2008). Cluster analysis for studying industrial sustainability: An empirical study in Shanghai. Journal of Cleaner Production, 16(10), 1090–1097. https://doi.org/10.1016/j.jclepro.2007.06.004
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The authors gratefully acknowledge the advice and contributions from Prof. Cipriano Forza, a member of the faculty of the PhD program in Management Engineering at the University of Padova. The authors would also like to thank the Cassa di Risparmio di Padova e Rovigo (CARIPARO) Foundation for its financial support.
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ATM conceptualized the research work, conducted the systematic review and wrote the manuscript; RP guided the design of the research work, reviewed the manuscript and supervised the research.
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Mengistu, A.T., Panizzolo, R. Analysis of indicators used for measuring industrial sustainability: a systematic review. Environ Dev Sustain 25, 1979–2005 (2023). https://doi.org/10.1007/s10668-021-02053-0
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DOI: https://doi.org/10.1007/s10668-021-02053-0