Authors
Sponsored By
Contributors
- Sam Andrey
- Karim Bardeesy
- Sabrina Bowman
- Nina Rafeek Dow
- Mariana Rodrigues
June 2023
1
George, Manju, Karen O’Regan, and Alexander Holst. Digital Solutions Can Reduce Global Emissions by up to 20%. Here’s How, May 23, 2022, World Economic Forum, https://www.weforum.org/agenda/2022/05/how-digital-solutions-can-reduce-global-emissions.
2
ICT Can Cut Global Greenhouse Gas Emissions by 16.5%, Saving Up To $1.9T Annually, December 3, 2012, European Telecommunications Network Operators’ Association, https://etno.eu/news/all-news/62-ict-can-cut-global-greenhouse-gas-emissions-by-16-5-saving-up-to-1-9t-annually.html.
3
“Digital Technology: The Backbone of a Net-zero Emissions Future,” MIT Technology Review, March 8, 2023, https://www.technologyreview.com/2023/03/08/1069473/ digital-technology-the-backbone-of-a-net-zero-emissions-future.
4
#SMARTer2030 ICT Solutions for 21st Century Challenges, GeSI, 2015, https://unfccc.int/sites/default/files/smarter2030_executive_summary.pdf.
5
Hilty, L.M., Aebischer, B. (2015). ICT for Sustainability: An Emerging Research Field. https://link.springer.com/ chapter/10.1007/978-3-319-09228-7_1.
6
Net-Zero Emissions by 2050, Government of Canada, January 2023, https://www.canada.ca/en/services/environment/weather/climatechange/climate-plan/net-zero-emissions-2050.html.
7
Pan-Canadian Framework on Clean Growth and Climate Change, Government of Canada/Environment and Natural Resources, June 2022, https://www.canada.ca/en/services/environment/weather/climatechange/pan-canadian-framework.html.
8
Canadian Net-Zero Emissions Accountability Act. Government of Canada, https://laws-lois.justice.gc.ca/eng/acts/c-19.3/fulltext.html.
9
Thurton, David. “After Years of Missed Targets, Liberals Table their Climate Plan This Week.” CBC News, March 28, 2022, https://www.cbc.ca/news/politics/climate-change-canada-emissions-1.6397776.
10
Woodside, John. “Canada’s Embarrassing Climate Record is Worst of G7 Nations.” National Observer June 1, 2021, https://www.nationalobserver.com/2021/06/01/news/canadas-climate-record-worst-g7-countries.
11
Hughes, J. David. Canada’s Energy Sector: Status, Evolution, Revenue, Employment, Production Forecasts, Emissions and Implications for Emissions Reduction (Corporate Mapping Project), June 2021, https://policyalternatives.ca/sites/default/files/uploads/publications/BC%20Office/2021/06/REPORT_ ccpa-bc-cmp_canadas-energy-sector.pdf.
12
Greenhouse Gas Emissions, Government of Canada, https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/greenhouse-gas-emissions.html.
13
Ibid.
15
#SMARTer2030, GeSI, https://smarter2030.gesi.org/downloads/Full_report.pdf.
16
Daugherty, Paul, Kishore Durg, Peter Lacey, and Pavel Ponomarev. The Green Behind the Cloud. Accenture, 2020, https://www.accenture.com/content/dam/accenture/final/a-com-migration/manual/r3/pdf/pdf-135/Accenture-Strategy-Green-Behind-Cloud-POV.pdf.
17
Ibid.
18
Hilty, Lorenz M. and Bernard Aebischer. “ICT for Sustainability: An Emerging Research Field.” In ICT Innovations for Sustainability: Advances in Intelligent Systems and Computing 310 (2015). https://doi.org/10.1007/978-3-319-09228-7_1.
19
Ibid.
20
Ibid.
21
Ibid.
22
Baliga, Jayant and Robert Ayre. “Energy Consumption in Wired and Wireless Access Networks,” IEEE Communications Magazine, June 2011, https://people.eng.unimelb.edu.au/rtucker/publications/files/energy-wired-wireless.pdf.
23
Morley, Janine, Mike Hazas and Kelly Widdicks. “Digitalisation, Energy and Data Demand: The Impact of Internet Traffic on Overall and Peak Electricity Consumption.” Energy Research and Social Science 8 (2018): 128-137. https://www.sciencedirect. com/science/article/pii/S2214629618301051?via%3Dihub
24
Ross, Aimee and Lorna Christie. Energy Consumption of ICT. UK Parliament, September 2022, https://post.parliament.uk/research-briefings/post-pn-0677.
25
Digital for Climate Scenarios, World Economic Forum, https://initiatives.weforum.org/digital-transformation/climate-scenarios.
26
Malmodin, Jens and Permilla Bergmark. ICT’s Potential to Reduce Greenhouse Gas Emissions in 2030, Ericsson, 2015, https://www.ericsson.com/en/reports-and-papers/research-papers/exploring-the-effects-of-ict-solutions-on-ghg-emissions-in-2030.
27
Friedrich, Roman, Stefan Hoffmann, Tobias Lampe, and Sebastian Ullrich. Putting Sustainability at the Top of the Telco Agenda, Boston Consulting Group, June 2021, https://web-assets.bcg.com/d1/bb/09fa1876412d8725e80c83d1cf5b/bcg-putting-sustainability-at-the-top-of-the-telco-agenda-jun-2021.pdf.
28
Green Digital Sector, European Commission, February 2023. https://digital-strategy.ec.europa.eu/en/policies/green-digital.
29
Energy and Climate Policy: Bending the Technological Trajectory. OECD Studies on Environmental Innovation, 2012, https://www.oecd.org/env/consumption-innovation/energyandclimatepolicy.htm.
30
Digital and Climate, World Economic Forum, https://initiatives.weforum.org/digital-transformation/digital-and-climate.
31
UN Environment Programme. “Global Digital Coalition Presents Plan for a Green Digital Revolution,” news release June 2, 2022, https://www.unep.org/news-and-stories/press-release/global-digital-coalition-presents-plan-green-digital-revolution.
32
Canadian System of Environmental–Economic Accounts: Energy Use and Greenhouse Gas Emissions, 2020. Government of Canada/Statistics Canada, February 16, 2023, https://www150.statcan.gc.ca/n1/daily-quotidien/230216/dq230216f-eng.htm.
33
Ibid.
34
Ibid.
35
Ibid.
36
Investment in 5G is Key to Canada’s Fight Against Climate Change, Canadian Telecommunications Association, October 7, 2020, https://canadatelecoms.ca/news/investment-in-5g-is-key-to-canadas-fight-against-climate-change.
37
Ibid.
38
Ibid.
39
“How 5G is Bringing an Energy Efficiency Revolution,” Nokia, 2020, https://onestore.nokia.com/asset/207360?_ga=2.133751243.478626917.1680532572- 549580592.1680532572.
40
Abbas, Mohamed. “5G Technology Improves Energy Efficiency,” 5GHub, July 2018, https://5ghub.us/5g-technology-improves-energy-efficiency.
41
Ibid.
42
Ibid.
43
Ibid.
44
Telecoms Sector Agrees Pathway to Net Zero Emissions, United Nations Climate Change, February 28, 2020, https://unfccc.int/news/telecoms-sector-agrees-pathway-to-net-zero-emissions.
45
Canada 2020 Energy Policy Review, International Energy Agency, https://www.iea.org/reports/canada-2022/executive-summary.
46
Ibid.
47
Ibid.
48
Darby, 2006; Fischer, 2008. Managing (un)Sustainable Transitions, page 10
49
Energy Efficiency: An Overview, GSMA Future Networks, May 2019, https://www.gsma.com/futurenetworks/wiki/energy-efficiency-2.
50
Marvin, Simon J. “Green Signals: The Environmental Role of Telecommunications in Cities.” Cities 11, no. 5 (1994): 325-331.
51
Ibid.
52
Ibid.
53
Song, Kaihui, Shen Qu, Morteza Taebat, Sai Liang, and Ming Xu. « Scale, Distribution and Variations of Global Greenhouse Gas Emissions Driven by U.S. Households.” Environment International 133, A (2019): 105-137. https://www.sciencedirect.com/science/article/pii/S0160412019315752?via%3Dihub#f0005
54
Louis, Jean-Nicolas, Antonio Caló and Eva Pongrácz, “Smart Houses for Energy Efficiency and Carbon Dioxide Emission Reduction,” Conference Paper: Energy 2014, April 2014, https://www.researchgate.net/publication/262642127.
55
Canada’s 2030 Emissions Reduction Plan - Chapter 2, Government of Canada, https://www.canada.ca/en/services/environment/weather/climatechange/climate-plan/climate-plan-overview/emissions-reduction-2030/plan/chapter-2.html#toc5.
56
Boland, Brodie and Focko Imhorst. “Transition to Net Zero. Building,” McKinsey Quarterly, August 1, 2022, https://www.mckinsey.com/capabilities/sustainability/our-insights/spotting-green-business-opportunities-in-a-surging-net-zero-world/transition-to-net-zero/buildings.
57
Smart Buildings Initiative. Government of Canada/Public Services and Procurement Canada, https://www.tpsgc-pwgsc.gc.ca/biens-property/intelligents-smart/index-eng.html.
58
“What is Mobility as a Service?” Transit Protocol. Medium, June 2019, https://medium.com/@transitprotocol/what-is-mobility-as-a-service-672259066c87.
59
Canada’s 2030 Emissions Reduction Plan - Chapter 2, Government of Canada, https://www.canada.ca/en/services/environment/weather/climatechange/climate-plan/climate-plan-overview/emissions-reduction-2030/plan/chapter-2.html#toc5.
60
Mobility as a Service for Climate (MaaS4C), Its4climate, September 2019, https://its4climate.eu/wp-content/uploads/briefing-papers_topic5.pdf.
61
Tikoudis, Ioannis, Luis Martinez, Katherine Farrow, Clara Garcia Bouyssou, Olga Petrik and Walid Oueslati , “Exploring the Impact of Shared Mobility Services on CO2.” Environment Working Paper No. 175, April 2021, https://one.oecd.org/document/ENV/WKP(2021)7/en/pdf.
62
Labee, Pim, Soora Rasouli and Feixiong Liao. “The Implications of Mobility as a Service for Urban Emissions.” Transportation Research Part D: Transport and Environment 102 (2022): 103-128, https://reader.elsevier.com/reader/sd/pii/S136192 0921004235?token=82E49E2C28F84BEA0D57989E0874542194AE3F3831F2C267C25C39A5D8319EC53B4E0D20052853DC9AA7BEB7D52E84A4&originRegion=us-east-1&originCreation=20230505214031.
63
Francini, Mauro, Lucia Chieffallo, Annunziata Palermo and Maria Francesca Viapiana. “Systematic Literature Review on Smart Mobility: A Framework for Future ‘Quantitative’ Developments.” Journal of Planning Literature 36, no. 3 (2021): 283–296. doi:10.1177/0885412221994246.
64
Rey-Moreno, Manuel, Rafael Periáñez-Cristóbal and Arturo Calvo-Mora. “Reflections on Sustainable Urban Mobility, Mobility as a Service (MaaS) and Adoption Models.” International Journal Environmental Research Public Health 20, no. 1 (December 2022): 274, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819500.
65
Ibid.
66
“What is Mobility as a Service?” Transit Protocol. Medium, https://medium.com/@transitprotocol/what-is-mobility-as-a-service-672259066c87.
67
Rey-Moreno, Periáñez-Cristóbal et al. “Reflections on Sustainable Urban Mobility,” https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819500.
68
Hamingson, Natalie. “Communication Technology and Inclusion Will Shape the Future of Remote Work,” Business News Daily, April 12, 2023, https://www.businessnewsdaily.com/8156-future-of-remote-work.html.
69
“Shatter Barriers to a Zero Emissions World: How to Improve Energy Efficiency and Control Emissions.” Nokia, https://www. nokia.com/thought-leadership/articles/zero-emissions.
70
Moss, Michael L., Sarah M. Kaufman, and Anthony M. Townsend. “The Relationship of Sustainability to Telecommunications.” Technology in Society 28, no. 1-2 (2006): 235-244, https://www.sciencedirect.com/science/article/abs/pii/S0160791X05000643?via%3Dihub.
71
Transport: Improving the Sustainability of Passenger and Freight Transport. IEA, https://www.iea.org/topics/transport.
72
Salama, Wessam M. and Moustafa H. Aly. “Sustainable Energy in Telecommunications and IT Industries: Principles and Solutions.” IOP Conf. Series: Materials and Science Engineering, 2021, https://iopscience.iop.org/article/10.1088/1757-899X/1051/1/012025/pdf.
73
Ibid.
74
Greenhouse Gases and Agriculture. Government of Canada/ Agriculture and Agri-Food Canada, 2022, https://agriculture.canada.ca/en/environment/greenhouse-gases.
75
Northrup, Daniel L., Bruno Basso, Michael D. Wang, Cristine L. S. Morgan, and Philip N. Benfey, “Novel Technologies for Emission Reduction Complement Conservation Agriculture to Achieve Negative Emissions from Row-crop Production.” Proceedings of the National Academy of Sciences 118, no. 28 (2021): e2022666118. https://doi.org/10.1073/pnas.2022666118.
76
Ibid.
77
Ariani, M., Hervani, A., and Setyanto, P. “Climate Smart Agriculture to Increase Productivity and Reduce Greenhouse Gas Emission–A Preliminary Study.” IOP Conference Series: Earth and Environmental Science 200, no. 1 (November 2018): 012024. doi:10.1088/1755-1315/200/1/012024.
78
Ayre, R., Baliga, J. (June, 2011). IEEE Communications Magazine. Energy Consumption in Wired and Wireless Access Networks. https://people.eng.unimelb.edu.au/rtucker/publications/files/energy-wired-wireless.pdf.
79
Hazas, M., Morley, J & Widdicks, K. (2018). Energy Research & Social Science. Digitalisation, energy and data demand: The impact of Internet traffic on overall and peak electricity consumption. https://www.sciencedirect.com/science/article/pii/S2214629618301051#bib0145.
80
Balinga and Ayre. “Energy Consumption in Wired and Wireless Access Networks,” https://people.eng.unimelb.edu.au/rtucker/publications/files/energy-wired-wireless.pdf.
81
Ibid.
82
Ibid.
83
Ericsson Mobility Report, Ericsson, November 2022. https://www.ericsson.com/en/reports-and-papers/mobility-report.
84
The Zettabyte Era: Trends and Analysis, Cisco, July 2016, https://webobjects.cdw.com/webobjects/media/pdf/Solutions/Networking/White-Paper-Cisco-The-Zettabyte-Era-Trends-and-Analysis.pdf.
85
Morley, Hazas et al. “Digitalisation, Energy and Data Demand,” https://www.sciencedirect.com/science/article/pii/S2214629618301051#bib0145.
86
Nuutinen, Joonas. “A Comparison of the Energy Consumption of Broadband Data Transfer Technologies.” Aalto University, November 2021, https://joonasnuutinen.fi/wp-content/uploads/2022/01/Nuutinen2021_A-Comparison-of-the-Energy-Consumption-of-Broadband-Data-Transfer- Technologies.pdf.
87
“Emissions from computing and ICT could be worse than previously thought.” Lancaster University, ScienceDaily, September 2021, https://www.sciencedaily.com/releases/2021/09/210910121715.htm.
88
Morley, Hazas et al. “Digitalisation, Energy and Data Demand.” https://www.sciencedirect.com/science/article/pii/S221462 9618301051#bib0145.
89
Freitag, Charlotte, Mike Berners-Lee, Kelly Widdicks, Bran Knowles, Gordon S. Blair, and Arian Friday. “The Real Climate and Transformative Impact of ICT: A Critique of Estimates, Trends, and Regulations.” Patterns 2, no. 9 (September 2021): 100340. https://www.sciencedirect.com/science/article/pii/S2666389921001884.
90
Horner, Nathaniel C., Arman Shehabi and Ines L. Azevedo. “Known Unknowns: Indirect Energy Effects of Information and Communication Technology.” Environment Research Letters 11, no. 10 (October 2016): 103001. https://iopscience.iop.org/article/10.1088/1748-9326/11/10/103001.
91
Mokhtarian, Patricia. “If Telecommunication is such a Good substitute for Travel, Why Does Congestion Continue to get Worse?” Transportation Letters 1 no. 1 (2013): 1-17. https://doi.org/10.3328/TL.2009.01.01.1-17.
92
Morley, Hazas et al. “Digitalisation, Energy and Data Demand,” https://www.sciencedirect.com/science/article/pii/S221462 9618301051#bib0145.
93
Horner, Shehabi and Azevedo. “Known Unknowns,” https://iopscience.iop.org/article/10.1088/1748-9326/11/10/103001.
94
Communications Monitoring Report 2020, Government of Canada. Canadian Radio-television and Telecommunications Commission, 2020, https://crtc.gc.ca/pubs/cmr2020-en.pdf.
95
Ibid.
96
Andrey, Sam., M.J. Masoodi, Nisa Malli, and Selasi Dorkenoo. Mapping Toronto’s Digital Divide, January 2021, Ryerson Leadership Lab and Brookfield Institute for Innovation + Entrepreneurship, https://www.ryersonleadlab.com/digital-divide.
97
Media Technology Monitor 2017, Government of Canada. Canadian Radio-television and Telecommunications Commission. Available in Figure 1.8 of CRTC Communications Monitoring Report 2019, https://crtc.gc.ca/pubs/cmr2019-en.pdf.
98
The Vulnerability of Canadians with Disabilities during the COVID-19 Pandemic, Government of Canada/Statistics Canada, July 6, 2020, https://www150.statcan.gc.ca/n1/daily-quotidien/200706/dq200706a-eng.htm.
99
Adelstien, Jonathan. “Wireless Networks are Vital to Addressing Climate Change.” Wireless Infrastructure Association, March 2022, https://wia.org/wireless-networks-are-vital-to-addressing-climate-change-2.
100
OECD’s Rural Agenda for Climate Action. OECD. https://www.oecd.org/regional/rural-development/Rural-Agenda-for-Climate-Action.pdf.
101
Ibid.
102
Ibid.
103
Smart Cities Challenge. Government of Canada/Infrastructure Canada, August 2021, https://www.infrastructure.gc.ca/cities-villes/index-eng.html.
104
Budget 2023. Government of Canada /Department of Finance Canada, March 2023, https://www.budget.canada.ca/2023/report-rapport/chap3-en.html.
105
Government of Canada/Environment and Climate Change Canada. “Minister Guilbeault Highlights the Big Five New Clean Investment Tax Credits in Budget 2023 to Support Sustainable Made-in-Canada Clean Economy,” news release April 2023, https://www.canada.ca/en/environment-climate-change/news/2023/04/minister-guilbeault-highlights-the-big-five-new-clean-investment-tax-credits-in-budget-2023-to-support-sustainable-made-in-canada-clean-economy.html.
106
Smart-Grids. Government of Canada/Natural Resources Canada, July 4, 2017, https://natural-resources.canada.ca/ climate-change/green-infrastructure-programs/smart-grids/19793.
107
Turovets, Julia, Liliana Proskuryakova, Anna Starodubtseva, and Vincenzo Bianco.
108
Build It: The State of the Canadian Electricity Industry 2023, Electricity Canada, 2023, https://www.electricity.ca/net-zero/build-it-the-state-of-the-canadian-electricity-industry-2023.
109
Mobile Net Zero State of the Industry on Climate Action 2021, GSMA, April 2021, https://www.gsma.com/betterfuture/resources/mobile-net-zero-state-of-the-industry-on-climate-action.
110
Ibid.
111
Ibid.
112
Ibid.
113
Bondi, Andre B. “Characteristics of Scalability and Their Impact on Performance.” WOSP ‘00: Proceedings of the 2nd International Workshop on Software and Performance, September 1, 2000, https://dl.acm.org/doi/10.1145/350391.350432.
114
Fudurich, James, Lena Suchanek,and Lisa Pichette. Adoption of Digital Technologies: Insights from a Global Survey Initiative, Bank of Canada, April 12, 2021, https://www.bankofcanada.ca/wp-content/uploads/2021/04/sdp2021-7.pdf.
115
Ibid.
116
Dessanti, Claudia. “Broken Links: Driving Technology Adoption within Ontario’s Small Businesses,“ Ontario Chamber of Commerce, 2022, https://occ.ca/wp-content/uploads/Broken-Links-Driving-Technology-Adoption-within-Ontarios- Small-Businesses.pdf#:~:text=The%20OCC%27s%202021%20 Business%20Confidence,skilled%20workers%2C%20and%20 broadband%20connectivity.
117
Ibid.
118
Ibid.
119
More than one third of Canadian businesses experimenting with ChatGPT, KPMG Canada survey: Use of the popular generative artificial intelligence tool among Canadian organizations still lags the U.S. 2022. KPMG. https://kpmg.com/ca/en/home/media/press-releases/2023/04/us-outpacing-canada-in-business-adoption-of-ai.html.
120
Government of Canada, “Minister Guilbeault Highlights the Big Five New Clean Investment Tax Credits in Budget 2023,” news release https://www.canada.ca/en/environment-climate-change/news/2023/04/minister-guilbeault-highlights-the-big-five-new-clean-investment-tax-credits-in-budget-2023-to-support-sustainable-made-in-canada-clean-economy.html.
121
Buying Better: Leveraging Federal Procurement to Drive Demand for Canadian Cleantech. Smart Prosperity Institute, January 2022, https://institute.smartprosperity.ca/sites/default/files/Report%20-%20Cleantech%20Procurement.pdf.
122
Ibid.
123
Røpke, Inge. “The Unsustainable Directionality of Innovation– The Example of the Broadband Transition.” Research Policy 41, no. 9 (2012): 1631-1642. https://doi.org/10.1016/j.respol.2012.04.002.
124
Matthews, H. Scott, Thomas B. Morawski, Amy L. Nagengast, Gerard P. O’Reilly, David D. Picklesimer, Raymond A. Sackett, and Paul P. Wu. Planning Energy-efficient and Eco-sustainable Telecommunications Networks. Nokia Bell Labs, June 2010, https://ieeexplore.ieee.org/document/6781096/authors#authors.
125
Røpke, “The Unsustainable Directionality of Innovation.” https://doi.org/10.1016/j.respol.2012.04.002.
126
Hargreaves, Tom, Charlie Wilson, and Richard Hauxwell- Baldwin. “Learning to Live in a Smart Home.” Building Research & Information 46, no. 1 (2018): 1-13. https://doi.org/10.1080/09613 218.2017.1286882.
127
Morley, Hazas et al. “Digitalisation, Energy and Data Demand,” https://www.sciencedirect.com/science/article/pii/S221462 9618301051#bib0145.
128
The Green Behind the Cloud. Accenture. https://www. accenture.com/content/dam/accenture/final/a-com-migration/manual/r3/pdf/pdf-135/Accenture-Strategy-Green-Behind-Cloud-POV.pdf.
129
Ibid.
130
Lavi, Hessam. “Measuring Greenhouse Gas Emissions in Data Centres: The Environmental Impact of Cloud Computing.” Climatiq, April 2022, https://www.climatiq.io/blog/measure-greenhouse-gas-emissions-carbon-data-centres-cloud-computing.
131
Lean ICT: Towards Digital Sobriety. The Shift Project, March 2019, https://theshiftproject.org/en/article/lean-ict-our-new-report.
132
McCarthy, Niall. “Bitcoin Devours More Electricity Than Many Countries,” Forbes, May 5, 2021. https://www.forbes.com/sites/niallmccarthy/2021/05/05/bitcoin-devours-more-electricity-than-many-countries-infographic/?sh=388ef34e41a6.
133
Hao, Karen. “Training a Single AI Model Can Emit as much Carbon as Five Cars in their Lifetimes.” MIT Technology Review, June 6, 2019. https://www.technologyreview.com/2019/06/06/239031/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes.
134
Hilty, Lorenz, P. Wäger, M. Lehmann, R. Hischier, T. Ruddy, M. Binswanger. 2004. “The Future Impact of ICT on Environmental Sustainability. Fourth Interim Report—Refinement and Quantification.” Institute for Prospective Technological Studies. https://www.ucc.co.ug/wp-content/uploads/2017/10/The-Future-impact-of-ICTs-and-Environmental-Sustainability.pdf.
135
Digitalisation and Energy, IEA, 2017, https://www.iea.org/reports/digitalisation-and-energy.