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Sustainable Digitalization: A Systematic Literature Review to Identify How to Make Digitalization More Sustainable

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Creative Solutions for a Sustainable Development (TFC 2021)

Abstract

With reference to sustainable digitalization, available literature reviews do not properly clarify whether digitalization is sustainable economically, environmentally and ethically - in the long period - and whether it is not. The necessity to develop this research lays its basis on the fact that, until now, sustainability researchers and digital scientists have apparently been studying in two separate tanks with few connections between them. With this paper, the authors aim at addressing this necessity. The work aims to analyze the relationship between digitalization and sustainability, and to present a framework to classify the impacts of material digitalization (production, use and disposal of hardware) and the use of digital per se (use of information systems). Subsequently, the paper will present parameters and factors that allow to identify the impacts of digitalization on sustainability and how digitalization can support sustainable growth. To do that, the authors analyzed the existing literature for deriving common understandings of digitalization-sustainability relations. Despite the large research activity on singular concepts like digitalization, digital transformation, Industry 4.0 applications, etc., not all the relevant dimensions between them have been deeply analyzed in a holistic way. The authors’ ambition is to propose a general framework where some accountability could be assigned to specific plans or strategies, in a life cycle view. From such a standpoint a more integrative and sustainable perspective of digitalization effects can be foreseen.

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References

  1. Gartner Glossary Digitalization. https://www.gartner.com/en/information-technology/glossary/digitalization. Accessed 4 Mar 2021

  2. Luz Martín-Peña, M., Díaz-Garrido, E., Sánchez-López, J.M.: The digitalization and servitization of manufacturing: a review on digital business models. Strateg. Chang. 27, 91–99 (2018)

    Article  Google Scholar 

  3. Rachinger, M., Rauter, R., MĂĽller, C., Vorraber, W., Schirgi, E.: Digitalization and its influence on business model innovation. J. Manuf. Technol. Manag. 30 (2018)

    Google Scholar 

  4. Servoz, M.: The future of work? Work of the future! On how artificial intelligence, robotics and automation are transforming jobs and the economy in Europe. AI Report. European Commission (2019)

    Google Scholar 

  5. Söderholm, P.: The green economy transition: the challenges of technological change for sustainability. Sustain. Earth 3, 6 (2020)

    Article  Google Scholar 

  6. Brundtland, G.H.: Our Common Future: Report of the World Commission on Environment and Development. Geneva, UN-Document A/42/427 (1987)

    Google Scholar 

  7. Brown, B., Hanson, M., Liverman, D., Merideth, R.: Global sustainability: toward definition. Environ. Manag. 11(6), 713–719 (1987)

    Article  Google Scholar 

  8. Schoolman, E., Guest, J., Bush, K., Bell, A.: How interdisciplinary is sustainability research? Analyzing the structure of an emerging field. Sustain. Sci. 7, 67–80 (2011)

    Article  Google Scholar 

  9. Waas, T., Hugè, J., Verbruggen, A., Wright, T.: Sustainable development: a bird’s eye view. Sustainability 3, 1637–1661 (2011)

    Article  Google Scholar 

  10. Goodland, R., Daly, H.: Environmental sustainability: universal and non-negotiable. Ecol. Appl. Ecol. Soc. Am. 6(4) (1996)

    Google Scholar 

  11. Purvis, B., Mao, Y., Robinson, D.: Three pillars of sustainability: in search of conceptual origins. Sustain. Sci. 14(3), 681–695 (2018). https://doi.org/10.1007/s11625-018-0627-5

    Article  Google Scholar 

  12. European Commission: Shaping Europe Digital Future (2020)

    Google Scholar 

  13. Sollie, P.: Ethics, technology development and uncertainty: an outline for any future ethics of technology. J. Inf. Commun. Ethics Soc. 5(4), 293–306 (2007)

    Article  MathSciNet  Google Scholar 

  14. Farrahi Moghaddam, R., Farrahi Moghaddam, F., Dandres, T., Lemieux, Y; Samson, R., Cheriet, M.: Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future. In: Conference Paper - 2nd International Conference on ICT for Sustainability (2014)

    Google Scholar 

  15. Konys, A.: How to support digital sustainability assessment? An attempt to knowledge systematization. Elsevier, Procedia Comput. Sci. 2020(176), 2297–2311 (2020)

    Article  Google Scholar 

  16. Pyka, A.: Dedicated innovation systems to support the transformation towards sustainability: creating income opportunities and employment in the knowledge-based digital bioeconomy. J. Open Innov. Technol. Market Complex. 3(1), 1–18 (2017). https://doi.org/10.1186/s40852-017-0079-7

    Article  Google Scholar 

  17. Berkhout, F., Hertin, J.: De-materialising and re-materialising: digital technologies and the environment. Futures 36, 903–920 (2004)

    Article  Google Scholar 

  18. Pagoropoulos, A., Pigosso, D., McAloone, T.: The emergent role of digital technologies in the circular economy. Procedia CIRP 64, 19–24 (2017)

    Article  Google Scholar 

  19. Parida, V., Sjödin, D., Reim, W.: Reviewing literature on digitalization, business model innovation and sustainable industry: past achievements and future promises. Sustainability 11, 391 (2018)

    Article  Google Scholar 

  20. Ranta, V., Aarikka-Stenroos, L., Väisänen, J.-M.: Digital technologies catalyzing business model innovation for circular economy. Resour. Conserv. Recycl. 164, 105–155 (2021)

    Article  Google Scholar 

  21. Capurro, R.: Digitization as an ethical challenge. AI Soc. 32(2), 277–283 (2016). https://doi.org/10.1007/s00146-016-0686-z

    Article  Google Scholar 

  22. Arts, K., van der Wal, R., Adams, W.M.: Digital technology and the conservation of nature. Ambio 44(4), 661–673 (2015). https://doi.org/10.1007/s13280-015-0705-1

    Article  Google Scholar 

  23. Spahn, A.: Digital objects, digital subjects and digital societies: deontology in the age of digitalization. Inf. EISSN 2078–2489 (2020)

    Google Scholar 

  24. Stuermer, M., Abu-Tayeh, G., Myrach, T.: Digital sustainability: basic conditions for sustainable digital artifacts and their ecosystems. Sustain. Sci. 12(2), 247–262 (2016). https://doi.org/10.1007/s11625-016-0412-2

    Article  Google Scholar 

  25. European Economic and Social Committee & CEPS: Impact of digitalisation and the on-demand economy on labour markets and the consequences for employment and industrial relations (2017)

    Google Scholar 

  26. Elding, C., Morris, R.: Digitalisation and its impact on the economy: insights from a survey of large companies. ECB Econ. Bull. (7/2018) (2018)

    Google Scholar 

  27. OECD: Enabling the Next Production Revolution; The Future of Manufacturing and Services. Interim Report, Meeting of the OECD Council at Ministerial Level, Paris (2016)

    Google Scholar 

  28. OECD: Key Issues for Digital Transformation in the G20. Report Prepared for a Joint G20 German Presidency/OECD Conference (2017)

    Google Scholar 

  29. Osburg, T., Lohrmann, C. (eds.): Sustainability in a Digital World. CSEG, Springer, Cham (2017). https://doi.org/10.1007/978-3-319-54603-2

    Book  Google Scholar 

  30. Chen, X., Despeisse, M., Johansson, B.: Environmental sustainability of digitalization in manufacturing: a review. Sustainability 12(24), 10298 (2020). ISSN 2071-1050

    Google Scholar 

  31. Bibri, S.E., Krogstie, J.: Smart eco-city strategies and solutions for sustainability: the cases of royal seaport, stockholm, and western harbor, Malmö. Sweden. Urban Sci. 4(1), 11 (2020)

    Article  Google Scholar 

  32. Stewart, A.G.: Mining is bad for health: a voyage of discovery. Environ. Geochem. Health 42(4), 1153–1165 (2019). https://doi.org/10.1007/s10653-019-00367-7

    Article  Google Scholar 

  33. Williams, E.: Environmental effects of information and communications technologies. Nature 479, 354–358 (2011)

    Article  Google Scholar 

  34. Goos, M., Konings, J., Vandeweyer, M.: Employment Growth in Europe: The Roles of Innovation, Local Job Multipliers and Institutions. Utrecht School of Economics, Working Papers, No. 15(10) (2015)

    Google Scholar 

  35. Frey, C.B., Osborne, M.A.: The future of employment: how susceptible are jobs to computerisation? Oxford Martin Sch. 114 (2013)

    Google Scholar 

  36. Brynjolfsson, E., Hitt., L.: Information technology as a factor of production: the role of differences among firms. Econ. Innov. New Technol. 3(4), 183–200 (1995)

    Google Scholar 

  37. Acemoglu, D.: Technical change, inequality, and the labor market. J. Econ. Lit. 40(1), 7–72 (2002)

    Article  Google Scholar 

  38. Thurman, N., Moeller, J., Helberger, N., Trilling, D.: My friends, editors, algorithms and i: examining audience attitudes to news selection. Digit. J. 7, 1–23 (2018)

    Google Scholar 

  39. Habermas, J.: Justification and Application: Remarks on Discourse Ethics. MIT Press, Cambridge (1993)

    Google Scholar 

  40. Papacharissi, Z.: The Virtual Sphere. The Internet as a Public Sphere. New Media Soc. 4, 9–27 (2002)

    Article  Google Scholar 

  41. Bimber, B.: Information and American democracy, technology in the evolution of political. Power 10, 1017 (2003)

    Google Scholar 

  42. Kant, I.: Critica della Ragion Pratica, 1788. Bompiani Editore (2004)

    Google Scholar 

  43. Vallor, S.: Moral deskilling and upskilling in a new machine age: reflections on the ambiguous future of character. Philos. Technol. 28(1), 107–124 (2014). https://doi.org/10.1007/s13347-014-0156-9

    Article  Google Scholar 

  44. Fogg, B.J.: Persuasive Technology: Using Computers to Change What We Think and Do. Morgan Kaufmann Publishers, Burlington (2003)

    Book  Google Scholar 

  45. Lara, F., Deckers, J.: Artificial intelligence as a socratic assistant for moral enhancement. Neuroethics 13(3), 275–287 (2019). https://doi.org/10.1007/s12152-019-09401-y

    Article  Google Scholar 

  46. Cheshmehzangi, A.: From transitions to transformation: a brief review of the potential impacts of COVID-19 on boosting digitization, digitalization, and systems thinking in the built environment. J. Build. Constr. Plann. Res. 9, 26–39 (2021)

    Google Scholar 

  47. Andrae, A.S.G., Vaija, M.S.: Precision of a streamlined life cycle assessment approach used in eco-rating of mobile phones. Challenges 8, 21 (2017)

    Article  Google Scholar 

  48. Ardito, L., Raby, S., Albino, V., Bertoldi, B.: The duality of digital and environmental orientations in the context of SMEs. J. Bus. Res. 123, 44–56 (2021)

    Article  Google Scholar 

  49. Spreafico, C.: Quantifying the advantages of TRIZ in sustainability through life cycle assessment. J. Clean. Prod. 303 (2021)

    Google Scholar 

  50. Spreafico, C., Russo, D.: TRIZ-based guidelines for eco-improvement. Sustainability 12, 8 (2020)

    Article  Google Scholar 

  51. Antikainen, M., Uusitalo, T., Kivikytö-Reponen, P.: Digitalisation as an enabler of circular economy. Procedia CIRP 73, 45–49 (2018)

    Article  Google Scholar 

  52. Herrmann, C., Jurascheka, M., Burggräfb, P., Kara, S.: Urban production: state of the art and future trends for urban factories. CIRP Ann. Manuf. Technol. Elsevier (2020)

    Google Scholar 

  53. Chou, D.C., Chou, A.Y.: Awareness of green IT and its value model. Comput. Stand. Interfaces 5(34), 447–451 (2012)

    Article  Google Scholar 

  54. Deng, Q., Shaobo, J.: Organizational green IT adoption: concept and evidence. Sustainability 7, 16737–16755 (2015)

    Article  Google Scholar 

  55. Matt, D.T., Orzes, G., Rauch, E., Dallasega, P.: Urban production – a socially sustainable factory concept to overcome shortcomings of qualified workers in smart SMEs. Comput. Industr. Eng. 139 (2020)

    Google Scholar 

  56. Eigelshoven, F., Ullrich, A., Bender, B.: Public blockchain - a systematic literature review on the sustainability of consensus algorithms. In: Online AIS Conference, 15–17 June 2020

    Google Scholar 

  57. European Group on Ethics in Science and New Technologies: Opinion No. 30, Future of Work, Future of Society. European Commission (2018)

    Google Scholar 

  58. European Central Bank: The digital economy and the euro area. ECB Econ. Bull. (8/2020) (2020)

    Google Scholar 

  59. Farrant, L., Le Guern, Y.: Which environmental impacts for ICT? In: Proceedings 2nd LCA Conference, Lille, France (2012)

    Google Scholar 

  60. Feroz, A.K., Zo, H., Chiravuri, A.: Digital transformation and environmental sustainability: a review and research agenda. Sustainability 13, 1530 (2021)

    Article  Google Scholar 

  61. Floridi, L.: The Ethics of Information. Oxford University Press, Oxford (2015)

    Google Scholar 

  62. Bieser, J., Salieri, B., Hischier, R., Hilty, L.: Next generation mobile networks: problem or opportunity for climate protection? Research Report, Zurich Open Repository and Archive, University of Zurich (2020)

    Google Scholar 

  63. Bieser, J., Hilty, L.: Conceptualizing the impact of information and communication technology on individual time and energy use. Telemat. Inform. 49 (2020)

    Google Scholar 

  64. Lokuge, S., Sedera, D., Cooper, V., Burstein, F.: Digital transformation: environmental friend or foe? In: Panel Discussion at the Australasian Conference on Information Systems (2019)

    Google Scholar 

  65. Lucivero, F.: Big data, big waste? A reflection on the environmental sustainability of big data initiatives. Sci. Eng. Ethics 26(2), 1009–1030 (2019). https://doi.org/10.1007/s11948-019-00171-7

    Article  Google Scholar 

  66. Malmodin, J., Moberg, A., Lundén, Finnveden, G., Lövehagen, N.: Greenhouse gas emissions and operational electricity use in the ICT and entertainment & media sectors. J. Industr. Ecol. 14(5), 770–790 (2010)

    Google Scholar 

  67. Martin, K., Shilton, K., Smith, J.: Business and the ethical implications of technology: introduction to the symposium. J. Bus. Ethics 160(2), 307–317 (2019). https://doi.org/10.1007/s10551-019-04213-9

    Article  Google Scholar 

  68. Pouri, M.J., Hilty, L.M.: Digitally enabled sharing and the circular economy: towards a framework for sustainability assessment. In: Schaldach, R., Simon, K.-H., Weismüller, J., Wohlgemuth, V. (eds.) Advances and New Trends in Environmental Informatics. PI, pp. 105–116. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-30862-9_8

    Chapter  Google Scholar 

  69. Peñaherrera, F., Hobohm, J., Szczepania, K.: LCA of energy and material demands in professional data centers: case study of a server. Sustain. Product. Life Cycle Eng. Manag. 9, 79–88 (2019)

    Article  Google Scholar 

  70. Pianta, M.: The employment impact of product and process innovation. In: Vivarelli, M., Pianta, M. (eds.) The Employment Impact of Innovation: Evidence and Policy, pp. 77–95. Routledge, London (2000)

    Google Scholar 

  71. Romer, P.: Endogenous technological change. J. Polit. Econ. 98(5), 71–102 (1990)

    Article  Google Scholar 

  72. Røpke, I.: The unsustainable directionality of innovation. Res. Policy 41, 1631–1642 (2012)

    Article  Google Scholar 

  73. Royakkers, L., Timmer, J., Kool, L., van Est, R.: Societal and ethical issues of digitization. Ethics Inf. Technol. 20, 127–142 (2018)

    Article  Google Scholar 

  74. Schien, D., Shabajee, P., Wood, S., Yearworth, M., Preist, C.: LCA for green system design of digital media. Sustain Sci. 12, 183–185 (2017)

    Article  Google Scholar 

  75. Stock, T., Obenaus, M., Kunz, S., Kohl H.: Industry 4.0 as enabler for a sustainable development: a qualitative assessment of its ecological and social potential. Process Saf. Environ. Protect. 118, 254–267 (2018)

    Google Scholar 

  76. Teehan, P., Kandlikar, M.: Comparing embodied greenhouse gas emissions of modern computing and electronics products. Environ. Sci. Technol. 7, 47(9), 3997–4003 (2013)

    Google Scholar 

  77. Uçar, E., Le Dain, M.A., Joly, I.: Digital technologies in circular economy transition: evidence from case studies. Procedia CIRP 90, 133–136 (2020)

    Article  Google Scholar 

  78. Valenduc, G., Vendramin, P.: Work in the digital economy: sorting the old from the new. In: ETUI Working Paper (2016)

    Google Scholar 

  79. Van Reenen, J., Bloom, N., Draca, M., Kretschmer, T., Sadun, R.: The economic impact of ICT. Enterprise LSE, Centre for Economic Performance, Research report, SMART No. 2007/0020, (2010)

    Google Scholar 

  80. Vidmar, D., Marolt, M., Pucihar, A.: Information technology for business sustainability: a literature review with automated content analysis. Sustainability 13, 1192 (2021)

    Article  Google Scholar 

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Appendix

Fig. A1.
figure 4

Classification of sources. I Column: Fonts numerated as bibliography; II Column: S (Software), H (Hardware), III Column: EN (Environment), EC (Economic), S (Social); IV Column: EX (Extraction), EN (Energy), U (Use), P (Production), D (Disposal); V Column: Positive (left) or/and negative (right); VI Column: DIGITAL (Digitalization in general), IT (Information Technology), ICT (Information and Communication Technology), EP (Electronic products), AI (Artificial Intelligence), DATA, Robot, IoT (Internet of Things), 3D printing, and Blockchain.

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Sacco, P., Gargano, E.R., Cornella, A. (2021). Sustainable Digitalization: A Systematic Literature Review to Identify How to Make Digitalization More Sustainable. In: Borgianni, Y., Brad, S., Cavallucci, D., Livotov, P. (eds) Creative Solutions for a Sustainable Development. TFC 2021. IFIP Advances in Information and Communication Technology, vol 635. Springer, Cham. https://doi.org/10.1007/978-3-030-86614-3_2

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