Moving towards environmental sustainability: information and communication technology (ICT), freight transport, and CO2 emissions
Open accessAbstract
emissions. Despite the harmful consequences of transport activity on the environmental quality, there is less scientific attention accorded to this major issue. In this regard, we explore the possibility of reducing environmental damages through the association of new technologies with freight transport activities (i.e. inland, rail, and air). The empirical technique based on 43 countries between 2002 and 2014 employs the 2-step system Generalized Method of Moments (GMM). Overall, the results are very ambitious confirming the ability of ICT in dampening pollution once it's well adapted in the transportation sector. First, the telephone and mobile phones are the most efficient technologies in terms of environmental sustainability when used in the rail and the inland transport sector, while the internet is best utilized in the air transport sector. Second, the telephone plays the role of an accelerator when interacting with intermodality to better improve the environment. Public policies and their implications are considered in the study.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
To improve environmental sustainability, several studies have suggested that the application of ICT/digitization in the transportation sector has the potential to provide significant reductions in CO2 emissions.
“To improve environmental sustainability, several studies have suggested that the application of ICT/digitization in the transportation sector has the potential to provide significant reductions in CO 2 emissions [77,110,111,113,157,165,177,199].”
From ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022 (2023) · cites this paper as [111]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Arellano, M., & Bond, S. (1991) · The Review of Economic Studies · doi:10.2307/2297968 · Cited by 33,272 · see citing works
Testing for unit roots in heterogeneous panels
Im, K. S., Pesaran, M. H., & Shin, Y. (2003) · Journal of Econometrics · doi:10.1016/s0304-4076(03)00092-7 · Cited by 15,435 · see citing works
Unit root tests in panel data: asymptotic and finite-sample properties
Levin, A., Lin, C.-F., & James Chu, C.-S. (2002) · Journal of Econometrics · doi:10.1016/s0304-4076(01)00098-7 · Cited by 12,849 · see citing works
How to do Xtabond2: An Introduction to Difference and System GMM in Stata
Roodman, D. (2009) · The Stata Journal: Promoting communications on statistics and Stata · doi:10.1177/1536867x0900900106 · Cited by 9,848 · see citing works
Understanding Interaction Models: Improving Empirical Analyses
Brambor, T., Clark, W. R., & Golder, M. (2006) · Political Analysis · doi:10.1093/pan/mpi014 · Cited by 6,223 · see citing works
Watson, R., Albritton, D. L., Barker, T., Baskmakov, I., Canziani, O. F., Christ, R., Ulrich Cubasch, B., Davidson, O., Gitay, H., Griggs, D., et al. (2001) · Cited by 3,473 · see citing works
Omri, A., Daly, S., Rault, C., & Chaibi, A. (2015) · Energy Economics · doi:10.1016/j.eneco.2015.01.008 · Cited by 798 · see citing works
ICT and environmental sustainability: A global perspective
Añón Higón, D., Gholami, R., & Shirazi, F. (2017) · Telematics and Informatics · doi:10.1016/j.tele.2017.01.001 · Cited by 635 · see citing works
Baltagi, B. H. (2008) · Journal of Forecasting · doi:10.1002/for.1047 · Cited by 574 · see citing works
ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels
Avom, D., Nkengfack, H., Fotio, H. K., & Totouom, A. (2020) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2020.120028 · Cited by 545 · see citing works
Park, Y., Meng, F., & Baloch, M. A. (2018) · Environmental Science and Pollution Research · doi:10.1007/s11356-018-3108-6 · Cited by 489 · see citing works
Salahuddin, M., Alam, K., & Öztürk, İ. (2016) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2016.04.018 · Cited by 449 · see citing works
Enhancing ICT for environmental sustainability in sub-Saharan Africa
Asongu, S., le Roux, S., & Biekpe, N. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2017.09.022 · Cited by 399 · see citing works
The effect of ICT on CO2 emissions in emerging economies: does the level of income matters?
Khan, D., Khan, N., Baloch, M. A., Saud, S., & Fatima, T. (2018) · Environmental Science and Pollution Research · doi:10.1007/s11356-018-2379-2 · Cited by 383 · see citing works
The impact of internet use on air pollution: Evidence from emerging countries
Özcan, B., & Apergis, N. (2017) · Environmental Science and Pollution Research · doi:10.1007/s11356-017-0825-1 · Cited by 336 · see citing works
Road transport and CO 2 emissions: What are the challenges?
Santos, G. (2017) · Transport Policy · doi:10.1016/j.tranpol.2017.06.007 · Cited by 330 · see citing works
ICT in multimodal transport and technological trends: Unleashing potential for the future
Harris, I., Wang, Y., & Wang, H. (2014) · International Journal of Production Economics · doi:10.1016/j.ijpe.2014.09.005 · Cited by 327 · see citing works
Ahmed, Z., & Le, H. P. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-020-11205-0 · Cited by 326 · see citing works
eAirlines: Strategic and tactical use of ICTS in the airline industry
Buhalis, D. (2004) · Information & Management · doi:10.1016/j.im.2003.08.015 · Cited by 290 · see citing works
Information asymmetry and market power in the African banking industry
Boateng, A., Asongu, S. A., Akamavi, R. K., & Tchamyou, V. S. (2017) · Journal of Multinational Financial Management · doi:10.1016/j.mulfin.2017.11.002 · Cited by 284 · see citing works
Green Logistics: Improving the Environmental Sustainability of Logistics
Akyelken, N. (2011) · Transport Reviews · doi:10.1080/01441647.2010.537101 · Cited by 254 · see citing works
Centobelli, P., Cerchione, R., & Esposito, E. (2020) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2020.119920 · Cited by 233 · see citing works
Su, C., Xie, Y., Shahab, S., Faisal, C. M. N., Hafeez, M., & Qamri, G. M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18010277 · Cited by 212 · see citing works
ICT, openness and CO2 emissions in Africa
Asongu, S. A. (2018) · Environmental Science and Pollution Research · doi:10.1007/s11356-018-1239-4 · Cited by 199 · see citing works
Saidi, S., & Hammami, S. (2017) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2017.04.031 · Cited by 140 · see citing works
Evaluating environmental sustainability strategies in freight transport and logistics industry
Centobelli, P., Cerchione, R., Esposito, E., & Shashi, S. (2020) · Business Strategy and the Environment · doi:10.1002/bse.2453 · Cited by 128 · see citing works
Alataş, S. (2021) · Journal of Environmental Management · doi:10.1016/j.jenvman.2021.112889 · Cited by 111 · see citing works
Sahoo, M., Gupta, M., & Srivastava, P. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101598 · Cited by 109 · see citing works
Bui, D. T., Shirzadi, A., Amini, A., et al. (2020) · Sustainability · doi:10.3390/su12031063 · Cited by 107 · see citing works
Wang, Y., Sanchez Rodrigues, V., & Evans, L. (2015) · The International Journal of Logistics Management · doi:10.1108/ijlm-02-2013-0021 · Cited by 94 · see citing works
Asongu, S., Nwachukwu, J. C., & Pyke, C. (2018) · Social Indicators Research · doi:10.1007/s11205-018-2009-x · Cited by 90 · see citing works
A case study exploring drivers and implications of collaborative electronic logistics marketplaces
Wang, Y., Potter, A. T., Naim, M. M., et al. (2011) · Industrial Marketing Management · doi:10.1016/j.indmarman.2010.12.015 · Cited by 57 · see citing works
Tsakalidis, A., Gkoumas, K., & Ferenc, P. (2020) · Sustainability · doi:10.3390/su12093762 · Cited by 51 · see citing works
New trends in port strategies. Emerging role for ICT infrastructures
Cepolina, S., & Ghiara, H. (2013) · Research in Transportation Business & Management · doi:10.1016/j.rtbm.2013.07.001 · Cited by 48 · see citing works
The use of freight apps in road freight transport for CO2 reduction
Li, Y., & Yu, Y. (2017) · European Transport Research Review · doi:10.1007/s12544-017-0251-y · Cited by 48 · see citing works
Data analytics for sustainable global supply chains
Mangina, E., Narasimhan, P. K., Saffari, M., et al. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.120300 · Cited by 48 · see citing works
Šarkan, B., Stopka, O., Gnap, J., et al. (2017) · Procedia Engineering · doi:10.1016/j.proeng.2017.04.437 · Cited by 44 · see citing works
Molero, G., Santarremigia, F., Poveda‐Reyes, S., et al. (2019) · European Transport Research Review · doi:10.1186/s12544-019-0362-8 · Cited by 39 · see citing works
Information and communication technologies, road freight transport, and environmental sustainability
Chatti, W. (2020) · Environmental Economics · doi:10.21511/ee.11(1).2020.11 · Cited by 36 · see citing works
Self-citationJereb, B., Stopka, O., & Skrúcaný, T. (2021) · Energies · doi:10.3390/en14061673 · Cited by 27 · see citing works
Comparing and presenting city-level transportation CO2 emissions using GIS
Waygood, E. O. D., Chatterton, T. J., & Avineri, E. (2013) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2013.06.006 · Cited by 26 · see citing works
Impacts of Public Transport Policy on City Size and Welfare
Chatti, W., Bassem, B. S., & Abalala, T. S. (2019) · Networks and Spatial Economics · doi:10.1007/s11067-019-09451-y · Cited by 26 · see citing works
Self-citationRybicka, I., Stopka, O., Ľupták, V., et al. (2018) · MATEC Web of Conferences · doi:10.1051/matecconf/201824403002 · Cited by 24 · see citing works
Information Asymmetry and Market Power in the African Banking IndustryPreprint
Boateng, A., Asongu, S. A., Akamavi, R. K., et al. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2834710 · Cited by 23 · see citing works
Llano, C., Pérez-Balsalobre, S., & García, J. P. (2018) · Sustainability · doi:10.3390/su10072467 · Cited by 21 · see citing works
Skrúcaný, T., Kendra, M., Čechovič, T., et al. (2021) · Logi · doi:10.2478/logi-2021-0003 · Cited by 16 · see citing works
Freight Transport in a Low-Carbon World: Assessing Opportunities for Cutting Emissions
McKinnon, A. C. (2016) · TR news · Cited by 13 · see citing works
Use of the Internet of Things in the Business Environment to Smart Business
Húdik, M., Koman, G., Imppola, J. J., et al. (2019) · Logi · doi:10.2478/logi-2019-0014 · Cited by 11 · see citing works
Agheli, L., & Hashemi, S. (2018) · Journal of economic cooperation and development · doi:10.5281/zenodo.19451566 · Cited by 6 · see citing works
Service Export Sensitivity to Internet Adoption: Evidence From Dynamic Panel Data Analysis
Chatti, W., & Khoj, H. (2020) · Research in World Economy · doi:10.5430/rwe.v11n6p259 · Cited by 4 · see citing works
Self-citationMobile and Area Sources of Greenhouse Gases and Abatement Strategies
Uddin, W. (2015) · Springer eBooks · doi:10.1007/978-1-4614-6431-0_23-2 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Russo F. Comi A. City characteristics and urban goods movements: a way to environmental transportation system Taniguchi E. Thompson R.G. In a Sustainable City. Procedia - Social and Behavioral Sciences 39 2012 Elsevier 61 73
Cited by
Sorted by citations
Charfeddine, L., & Umlai, M. (2023) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2023.113482 · Cited by 199 · see citing works
“Similar recommendations have been highlighted by Chatti [111], who suggested that governments and transport companies should implement new ICT solutions for logistics and urban freight transport to maximize the benefits in terms of reducing pollution.”
- Authors
- Chatti, W.
- Affiliations
- King Abdulaziz University (SA)
- Corresponding author
- Chatti, Walid
- ORCID
- Chatti, Walid
- Venue
- Heliyon
- Publisher
- Elsevier BV
- Published
- 2021-10
- Volume
- 7
- Issue
- 10
- Pages
- e08190
- ISSN
- 2405-8440 (ISSN-L)
- PMC
- PMC8546415
- OpenAlex
- W3205799126
- Cited by
- 152
- References
- 51
- Citations by year
- 2026: 15 · 2025: 26 · 2024: 38 · 2023: 43 · 2022: 28 · 2021: 1
- FWCI
- 5.38
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Heliyon (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Energy, Environment, Economic Growth
- Social Sciences › Transportation › transportation and logistics systems
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Energy, Environment, and Transportation Policies
- Keywords
- information and communication technologies, freight transport, CO2 emissions, environmental sustainability, railways, airline industry, inland transport, telephone, mobile devices, internet, intermodality, transport pollution, public policy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review