288
Views
1
CrossRef citations to date
0
Altmetric
Articles

Past behavior as a predictor of eco-driving practices: The case of a sustained intervention in a Mexican transportation company

, &
Pages 989-1002 | Received 15 Mar 2020, Accepted 15 Jul 2021, Published online: 14 Aug 2021

References

  • Achtziger, A., & Gollwitzer, P. M. (2007). Rubicon model of action phases. Encyclopedia of Social Psychology, 2, 769–770. https://www.researchgate.net/publication/37367680_Rubicon_Model_of_Action_Phases.
  • Allison, C. K., & Stanton, N. A. (2019). Ecodriving: The role of feedback in reducing emissions from everyday driving behaviours. Theoretical Issues in Ergonomics Science, 20(2), 85–104. https://doi.org/10.1080/1463922X.2018.1484967
  • Arroyo-López, P. E., Carrete-Lucero, & Torres-González, A. (2015). Transporte amigable con el ambiente ¿cómo podemos contribuir los consumidores? [Environmentally friendly transportation. How can consumers contribute?]. In Arroyo López, P. E., Carrete Lucero, L. y Trujillo León, A. (coordinators). La Mercadotecnia Verde en un Contexto de Conciencia Ambiental en Formación [Green Marketing in a Context of a Developing Enviromental Conciousness]. México, City: Plaza y Valdéz.
  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
  • Ayyildiz, K., Cavallaro, F., Nocera, S., & Willenbrock, R. (2017). Reducing fuel consumption and carbon emissions through eco-drive training. Transportation Research Part F: Traffic Psychology and Behaviour, 46, 96–110. https://doi.org/10.1016/j.trf.2017.01.006
  • Bamberg, S., Ajzen, I., & Schmidt, P. (2003). Choice of travel mode in the theory of planned behavior: The roles of past behavior, habit, and reasoned action. Basic and Applied Social Psychology, 25(3), 175–187. https://doi.org/10.1207/S15324834BASP2503_01
  • Barkah, A., & Robert, P. (2018). Route clustering in transportation with geospatial analysis and machine learning to reduce CO2 emissions. Dspace@MIT, MIT Libraries. Retrieved from http://hdl.handle.net/1721.1/117610.
  • Barkenbus, J. N. (2010). Eco-driving: An overlooked climate change initiative. Energy Policy, 38(2), 762–769. https://doi.org/10.1016/j.enpol.2009.10.021
  • Barla, P., Gilbert-Gonthier, M., Lopez-Castro, M. A., & Miranda-Moreno, L. (2014). Eco-driving training and fuel consumption: Impact, heterogeneity and sustainability. Presentation at 94th Annual Meeting of the Transportation Research Board. Washington, DC, January 11–15, 2015. Retrieved from https://trid.trb.org/view/1336382.
  • Beloufa, S., Cauchard, F., Vedrenne, J., Vailleau, B., Kemeny, A., Merienne, F., & Boucheix, J. M. (2019). Learning eco-driving behavior in a driving simulator: Contribution of instructional videos and interactive guidance system. Transportation Research Part F: Traffic Psychology and Behaviour, 61, 201–216. https://doi.org/10.1016/j.trf.2017.11.010
  • Caban, J., Vrábel, J., Šarkan, B., & Ignaciuk, P. (2019). About eco-driving, genesis, challenges and benefits, application possibilities. Transportation Research Procedia, 40, 1281–1288. https://doi.org/10.1016/j.trpro.2019.07.178
  • CANACAR [Cámara Nacional de la Industria del Transporte]. (2019). Sobrerregulación: ¿cómo afecta al autotransporte de carga (December 9). Retrieved from https://canacar.com.mx/general/sobrerregulacion-afecta-al-autotransporte-carga/.
  • CIECA. (2007). CIECA Eco-driving project 2007: Eco-driving in driver training and testing. Retrieved from https://thepep.unece.org/node/507.
  • Coloma, J. F., García, M., Wang, Y., & Monzón, A. (2017). Green eco-driving effects in non-congested cities. Sustainability, 10(2), 28. https://doi.org/10.3390/su10010028
  • Conner, M., & Sparks, P. (2005). The theory of planned behavior and health behaviors. In M. Conner & P. Norman (Eds.), Predicting health behavior: Research and practice with social cognition models (pp. 170–222). Open University Press.
  • Conover, W. J. (1991). Practical nonparametric statistics (3rd ed.). Wiley.
  • Deloitte. (2021). Global power of retailing. Global Economic Outlook (PDF). Retrieved July 28, 2021, from https://www2.deloitte.com/content/dam/Deloitte/fr/Documents/consumerbusiness/global-power-of-retailing-2021.pdf
  • Dogan, E., Bolderdijk, J. W., & Steg, L. (2014). Making small numbers count: Environmental and financial feedback in promoting eco-driving behaviors. Journal of Consumer Policy, 37(3), 413–422. https://doi.org/10.1007/s10603-014-9259-z
  • Dogan, E., Steg, L., & Delhomme, P. (2011). The influence of multiple goals on driving behavior: The case of safety, time saving, and fuel saving. Accident Analysis & Prevention, 43(5), 1635–1643. https://doi.org/10.1016/j.aap.2011.03.002
  • Dzenisiuk, K. (2013). Eco-driving: Changing truck driver behavior to achieve long-term sustainability results [Master thesis]. Copenhagen Business School. Retrieved July 28, 2021, from https://research.cbs.dk/en/studentProjects/1c6081f7-dec5-4b66-b49e-a36156b6438f
  • ECOWILL. (2012). Ecodriving: Widespread implementation for learner drivers and licensed drivers. Retrieved from http://linkpr.pl/wp-content/uploads/ecowill-final-Publish2.pdf.
  • ECOWILL. (2013). Ecodriving: Short-duration training for licensed drivers and integration into driving education for learner drivers: Experiences and results from the ECOWILL project. Retrieved from https://www.cieca.eu/sites/default/files/documents/projects_and_studies/ECOWILL_FINAL_REPORT.pdf.
  • Elliott, M., Armitage, C., & Baughan, C. (2007). Using the theory of planned behaviour to predict observed driving behaviour. The British Journal of Social Psychology, 46(Pt 1), 69–90. https://doi.org/10.1348/014466605X90801
  • Fisher, C., Bashyal, S., & Bachman, B. (2012). Demographic impacts on environmentally friendly purchase behaviors. Journal of Targeting, Measurement and Analysis for Marketing, 20(3–4), 172–184. https://doi.org/10.1057/jt.2012.13
  • Fligner, M., & Rust, S. (1982). A modification of Mood’s median test for the generalized Behrens–Fisher problem. Biometrika, 69(1), 221–226. https://doi.org/10.2307/2335872
  • Gardner, B. (2015). A review and analysis of the use of “habit” in understanding, predicting and influencing health-related behaviour. Health Psychology Review, 9(3), 277–295. https://doi.org/10.1080/17437199.2013.876238
  • Hage, O., Sandberg, K., Söderholm, P., & Berglund, C. (2008). Household plastic waste collection in Swedish municipalities: A 759 spatial-econometric approach. Presented at European Association of Environmental and Resource Economists Annual Conference, Gothenburg, 25–28.
  • Hair, J. F., Jr., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson New International Edition.
  • Harvey, J., Thorpe, N., & Fairchild, R. (2013). Attitudes towards and perceptions of eco-driving and the role of feedback systems. Ergonomics, 56(3), 507–521. https://doi.org/10.1080/00140139.2012.751460
  • Hof (2014). Strategies to influence habitual road user behavior. 21st ICTCT Workshop Proceedings. Retrieved from https://www.ictct.net/migrated_2014/ictct_document_nr_609_Hof%20formatiert.pdf.
  • Huang, Y., Ng, E. C. Y., Zhou, J. L., Surawski, N. C., Chan, E. F. C., & Hong, G. (2018). Eco-driving technology for sustainable road transport: A review. Renewable and Sustainable Energy Reviews, 93, 596–609. https://doi.org/10.1016/j.rser.2018.05.030
  • Huertas, J. I., Díaz, J., Giraldo, M., Cordero, D., & Tabares, L. M. (2018). Eco-driving by replicating best driving practices. International Journal of Sustainable Transportation, 12(2), 107–116. https://doi.org/10.1080/15568318.2017.1334107
  • Jeffreys, I., Graves, G., & Roth, M. (2018). Evaluation of eco-driving training for vehicle fuel use and emission reduction: A case study in Australia. Transportation Research Part D: Transport and Environment, 60, 85–91. https://doi.org/10.1016/j.trd.2015.12.017
  • Lai, W. T. (2015). The effects of eco-driving motivation, knowledge and reward intervention on fuel efficiency. Transportation Research Part D: Transport and Environment, 34, 155–160. https://doi.org/10.1016/j.trd.2014.10.003
  • Lauper, E., Moser, S., Fischer, M., Matthies, E., & Kaufmann-Hayoz, R. (2015). Psychological predictors of eco-driving: A longitudinal study. Transportation Research Part F: Traffic Psychology and Behaviour, 33, 27–37. https://doi.org/10.1016/j.trf.2015.06.005
  • Lee, H., Lee, W., & Lim, Y. K. (2010, April 10–15). The effects of eco-driving system towards sustainable driving behavior. CHI'10 Extended Abstracts on Human Factors in Computing Systems (pp. 4255–4260). https://doi.org/10.1145/1753846.1754135
  • Liu, H. (2015). Comparing Welch's ANOVA, a Kruskal-Wallis test and traditional ANOVA in case of heterogeneity of variance [Unpublished master thesis]. Virginia Commonwealth University.
  • Lois, D., Wang, Y., Boggio-Marzet, A., & Monzon, A. (2019). Multivariate analysis of fuel consumption related to eco-driving: Interaction of driving patterns and external factors. Transportation Research Part D: Transport and Environment, 72, 232–242.
  • McIlroy, R. C., & Stanton, N. A. (2015). A decision ladder analysis of eco-driving: The first step towards fuel-efficient driving behaviour. Ergonomics, 58(6), 866–882. https://doi.org/10.1080/00140139.2014.997807
  • Mangiapanello, K., & Hemmes, N. (2015). An analysis of feedback from a behavior analytic perspective. The Behavior Analyst, 38(1), 51–75. https://doi.org/10.1007/s40614-014-0026-x
  • Martin, E. W., Chan, N. D., & Shaheen, S. A. (2012). How public education on ecodriving can reduce both fuel use and greenhouse gas emissions. Transportation Research Record: Journal of the Transportation Research Board, 2287(1), 163–173. https://doi.org/10.3141/2287-20
  • Menozzi, D., Fioravanzi, M., & Donati, M. (2015). Farmer’s motivation to adopt sustainable agricultural practices. Bio-based and Applied Economics, 4(2), 125–147. https://doi.org/10.13128/BAE-14776.
  • Natural Resources Canada. (2020). Learn the facts: Fuel consumption and CO2. Retrieved from https://www.nrcan.gc.ca/sites/www.nrcan.gc.ca/files/oee/pdf/transportation/fuel-efficient-technologies/autosmart_factsheet_6_e.pdf
  • Nocera, S., Ruiz-Alarcón-Quintero, C., & Cavallaro, F. (2018). Assessing carbon emissions from road transport through traffic flow estimators. Transportation Research Part C: Emerging Technologies, 95, 125–148. https://doi.org/10.1016/j.trc.2018.07.020
  • Pampel, S. M., Jamson, S. L., Hibberd, D., & Barnard, Y. (2017). The activation of eco‑driving mental models: Can text messages prime drivers to use their existing knowledge and skills? Cognition, Technology & Work, 19(4), 743–758. https://doi.org/10.1007/s10111-017-0441-3
  • Pampel, S. M., Jamson, S., Hibberd, D., & Barnard, Y. (2015). How I reduce fuel consumption: An experimental study on mental models of eco-driving. Transportation Research Part C: Emerging Technologies, 58, 669–680. https://doi.org/10.1016/j.trc.2015.02.005
  • Peng, J., Zhi-Cai, J., Lin-Jie, G. (2014). Application of the expanded theory of planned behavior in intercity travel behavior. Discrete Dynamics in Nature and Society. Retrieved from https://www.hindawi.com/journals/ddns/2014/308674/.
  • Reddy, N. R. (2019). Driving behaviour classification: An eco-driving approach [Master’s thesis]. Faculty of Electrical Engineering, Mathematics and Computer Science. University of Twente. Enschede. Retrieved from https://essay.utwente.nl/80158/1/FinalVersion_Thesis.pdf.
  • Sanguinetti, A., Kurani, K., & Davies, J. (2017). The many reasons your mileage may vary: Toward a unifying typology of eco-driving behaviors. Transportation Research Part D: Transport and Environment, 52, 73–84. https://doi.org/10.1016/j.trd.2017.02.005
  • Sanguinetti, A., Queen, E., Yee, C., & Akanesuvan, K. (2020). Average impact and important features of onboard eco-driving feedback: A meta-analysis. Transportation Research Part F: Traffic Psychology and Behaviour, 70, 1–14. https://doi.org/10.1016/j.trf.2020.02.010
  • Si, H., Shi, J., Tang, D., Wen, S., Miao, W., & Duan, K. (2019). Application of the theory of planned behavior in environmental science: A comprehensive bibliometric analysis. International Journal of Environmental Research and Public Health, 16(15), 2788. https://doi.org/10.3390/ijerph16152788
  • Sivak, M., & Schoettle, B. (2012). Eco-driving: Strategic, tactical, and operational decisions of the driver that influence vehicle fuel economy. Transport Policy, 22, 96–99. https://doi.org/10.1016/j.tranpol.2012.05.010
  • Sommer, L. (2011). The theory of planned behavior and the impact of past behavior. International Business & Economics Research Journal, 10(1), 91–110.
  • Steg, L., & Vlek, C. (2015). Encouraging pro-environmental behavior: An integrative review and research agenda. Transportation Research Part C, 58, 669–680.
  • Teter, J. (2019). Transport. Tracking Clean Energy Progress. International Energy Office Publications. Retrieved from https://www.iea.org/tcep/transport/.
  • US EIA. (2020a). Annual energy outlook 2020 with projections to 2050. Retrieved from https://www.eia.gov/outlooks/aeo/pdf/aeo2020.pdf.
  • US EIA. (2020b). Transportation. Retrieved from https://www.eia.gov/outlooks/aeo/pdf/AEO2020%20Transportation.pdf.
  • Van Mierlo, J., Maggetto, G., Van de Burgwal, E., & Gense, R. (2004). Driving style and traffic measures: Influence on vehicle emissions and fuel consumption. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 218(1), 43–50.
  • Wang, Y., & Boggio-Marzet, A. (2018). Evaluation of eco-driving training for fuel efficiency and emissions reduction according to road type. Sustainability, 10(3891), 1–16.
  • Wang, R., Li, Y., & Work, D. B. (2017). Comparing traffic state estimators for mixed human and automated traffic flows. Transportation Research Part C: Emerging Technologies, 78, 95–110. https://doi.org/10.1016/j.trc.2017.02.011
  • Whitaker, J. S. (1997). Use of stepwise methodology in discriminant analysis. Texas A&M. Ericae.net. Retrieved from http://ericae.net/ft/tamu/STEPWIS.htm.
  • Wiernik, B., Ones, D., & Dilchert, S. (2013). Age and environmental sustainability: A meta-analysis. Journal of Managerial Psychology, 28(7/8), 826–856. https://doi.org/10.1108/JMP-07-2013-0221
  • Wu, Y., Zhao, X., Rong, J., & Zhang, Y. (2017). How eco-driving training course influences driver behavior and comprehensibility: A driving simulator study. Cognition, Technology & Work, 19(4), 731–742. https://doi.org/10.1007/s10111-017-0432-4
  • Wu, Y., Zhao, X., Rong, J., & Zhang, Y. (2018). The effectiveness of eco-driving training for male professional and non-professional drivers. Transportation Research Part D: Transport and Environment, 59, 121–133. https://doi.org/10.1016/j.trd.2018.01.002
  • Xiong, S., Xie, H., & Tong, Q. (2018). The effects of an eco-driving assistance system for a city bus on driving style. IFAC-PapersOnLine, 51(31), 331–336. Retrieved from https://www.sciencedirect.com/science/article/pii/S2405896318325321.
  • Yang, X., Li, D., & Zheng, P. (2012). Effects of eco-driving on driving performance. Applied Mechanics and Materials, 178–181, 2859–2862.
  • Zhou, M., Jin, H., & Wang, W. (2016). A review of vehicle fuel consumption models to evaluate eco-driving and eco-routing. Transportation Research Part D: Transport and Environment, 49, 203–218. https://doi.org/10.1016/j.trd.2016.09.008
  • Zuraida, R., & Widjaja, D. (2017). Eco-driving behavior tendency among Indonesian people: A preliminary study. IOP Conference Series: Earth and Environmental Science, 109, 012022. https://doi.org/10.1088/1755-1315/109/1/012022

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.