Technical Papers
Oct 27, 2022

Improving Attitudes toward Cycling in a Middle East and North Africa Region City

Publication: Journal of Urban Planning and Development
Volume 149, Issue 1

Abstract

This paper aims to investigate the impact of different parameters on promoting the role of cycling as a daily mode of transport. In the first step of the analyses, binary logistic regression was used to examine the impact of different parameters on using or not using the bicycle as a transportation mode in weekly trips. Then by text mining, the main reasons for not using a bicycle in weekly trips are outlined. Finally, for those who use bicycles for at least one utilitarian trip a week, the effect of different factors on the popularity of this mode is investigated by structural equation modeling. Tehran, as a big city in the Middle East and North Africa (MENA) region, was considered as the case study. The results suggest that it is necessary to work on social norms about cycling, especially among those with higher education levels and income. Women use bicycles less than men and it is also necessary to rethink attitudes and regulations in relation to women cycling in Islamic countries. Bicycle promotion should aim to facilitate more positive attitudes among women. Providing more facilities such as safe bicycle paths, bicycle parking, and bike-sharing facilities have significant impacts on using this mode and its popularity. In highly congested cities, alongside facilitating cycling, it is important to set restrictions on private car use.

Practical Applications

The United Nations has outlined sustainable development goals (SDGs), which among other important aspects focus on transportation systems in the cities. Attracting citizens to bicycles can be an effective step to establish a more sustainable future transport system. To contribute toward this objective, the current study aims to investigate the impact of different parameters on increasing the popularity of cycling and proposing countermeasures to attract more people to this mode. Tehran, the capital of Iran as a big Middle East and North Africa (MENA) city in a developing country with substantial sustainability challenges, was considered as the case study and 1,074 people in different districts of the city were surveyed. The practical results suggest that it is necessary to work on social norms about cycling, especially among those with higher education levels and income. Women use bicycles less than men and it is necessary to rethink attitudes and regulations in relation to women cycling in Islamic countries. Bicycle promotion should aim to facilitate more positive attitudes among females. Providing more facilities such as safe bicycle paths, bicycle parking, and bike-sharing facilities have significant impacts on using this mode and its popularity. In highly congested cities, alongside facilitating cycling, it is important to set restrictions on private car use.

Get full access to this article

View all available purchase options and get full access to this article.

References

Abdel Wahed Ahmed, M. M., and N. Abd El Monem. 2020. “Sustainable and green transportation for better quality of life case study greater Cairo – Egypt.” HBRC J. 16 (1): 17–37. https://doi.org/10.1080/16874048.2020.1719340.
Ai, Y., Z. Li, and M. Gan. 2019. “A solution to measure traveler’s transfer tolerance for walking mode and dockless bike-sharing mode.” J. Supercomp. 75 (6): 3140–3157. https://doi.org/10.1007/s11227-017-2211-7.
Alvarez, P., I. Lerga, A. Serrano, and J. Faulin. 2017. “Considering congestion costs and driver behaviour into route optimisation algorithms in smart cities.” In Vol. 10268 of Proc., 2nd Int. Conf., on Smart Cities, edited by E. Alba, F. Chicano, G. Luque, 39–50. Cham, Switzerland: Springer.
Amiri, A. M., M. R. Ferguson, and S. Razavi. 2022. “Adoption patterns of autonomous technologies in logistics: Evidence for Niagara Region.” Transp. Lett. 14 (7): 685–696. https://doi.org/10.1080/19427867.2021.1923305.
Bacon, D. R., P. L. Sauer, and M. Young. 1995. “Composite reliability in structural equations modeling.” Educ. Psychol. Meas. 55 (3): 394–406. https://doi.org/10.1177/0013164495055003003.
Banister, D. 2007. “Cities, mobility, and climate change.” J. Ind. Ecol. 11 (2): 7–10. https://doi.org/10.1162/jie.2007.1271.
Berger, G., P. H. Feindt, E. Holden, and F. Rubik. 2014. “Sustainable mobility—Challenges for a complex transition.” J. Environ. Plann. Policy Manage. 16 (3): 303–320. https://doi.org/10.1080/1523908X.2014.954077.
Boisjoly, G., U. Lachapelle, and A. El-Geneidy. 2020. “Bicycle network performance: Assessing the directness of bicycle facilities through connectivity measures, a Montreal, Canada case study.” Int. J. Sustainable Transp. 14 (8): 620–634. https://doi.org/10.1080/15568318.2019.1595791.
Börjesson, M., and J. Eliasson. 2012. “The value of time and external benefits in bicycle appraisal.” Transp. Res. Part A Policy Pract. 46 (4): 673–683. https://doi.org/10.1016/j.tra.2012.01.006.
Broach, J., J. Dill, and J. Gliebe. 2012. “Where do cyclists ride? A route choice model developed with revealed preference GPS data.” Transp. Res. Part A Policy Pract. 46 (10): 1730–1740. https://doi.org/10.1016/j.tra.2012.07.005.
Buehler, R., and J. Pucher. 2012. “Cycling to work in 90 large American cities: New evidence on the role of bike paths and lanes.” Transportation 39 (2): 409–432. https://doi.org/10.1007/s11116-011-9355-8.
Carroll, J., W. Brazil, B. Morando, and E. Denny. 2020. “What drives the gender-cycling-gap? Census analysis from Ireland.” Transp. Policy 97: 95–102. https://doi.org/10.1016/j.tranpol.2020.07.007.
Casello, J. M., and V. Usyukov. 2014. “Modeling cyclists” route choice based on GPS data.” Transp. Res. Rec. 2430 (1): 155–161. https://doi.org/10.3141/2430-16.
Chin, W. W. 1998. “The partial least squares approach for structural equation modeling.” In Modern methods for business research, edited by G. A. Marcoulides, 295–336. Mahwah, NJ: Lawrence Erlbaum Associates Publishers.
Cohen, J. M., S. Boniface, and S. Watkins. 2014. “Health implications of transport planning, development and operations.” J. Transp. Health 1 (1): 63–72. https://doi.org/10.1016/j.jth.2013.12.004.
Damant-Sirois, G., M. Grimsrud, and A. M. El-Geneidy. 2014. “What’s your type: A multidimensional cyclist typology.” Transportation 41 (6): 1153–1169. https://doi.org/10.1007/s11116-014-9523-8.
de Geus, B., I. De Bourdeaudhuij, C. Jannes, and R. Meeusen. 2007. “Psychosocial and environmental factors associated with cycling for transport among a working population.” Health Educ. Res. 23 (4): 697–708. https://doi.org/10.1093/her/cym055.
Dill, J., and K. Voros. 2007. “Factors affecting bicycling demand: Initial survey findings from the Portland, Oregon, Region.” Transp. Res. Rec. 2031 (1): 9–17. https://doi.org/10.3141/2031-02.
Ehrgott, M., J. Y. T. Wang, A. Raith, and C. van Houtte. 2012. “A bi-objective cyclist route choice model.” Transp. Res. Part A Policy Pract. 46 (4): 652–663. https://doi.org/10.1016/j.tra.2011.11.015.
Esposito Vinzi, V., W. W. Chin, J. Henseler, and H. Wang. 2010. Handbook of partial least squares: Concepts, methods and applications. Berlin: Springer.
Fishman, E., S. Washington, N. Haworth, and A. Mazzei. 2014. “Barriers to bikesharing: An analysis from Melbourne and Brisbane.” J. Transp. Geogr. 41: 325–337. https://doi.org/10.1016/j.jtrangeo.2014.08.005.
Flint, E., S. Cummins, and A. Sacker. 2014. “Associations between active commuting, body fat, and body mass index: Population based, cross sectional study in the United Kingdom.” BMJ 349: g4887. https://doi.org/10.1136/bmj.g4887.
Fornell, C., and D. F. Larcker. 1981. “Evaluating structural equation models with unobservable variables and measurement error.” J. Market. Res. 18 (1): 39–50. https://doi.org/10.1177/002224378101800104.
Fowler, S. L., D. Berrigan, and K. M. Pollack. 2017. “Perceived barriers to bicycling in an urban U.S. environment.” J. Transp. Health 6: 474–480. https://doi.org/10.1016/j.jth.2017.04.003.
Garson, D. 2016. Partial least squares: Regression & structural equation models. Asheboro, NC: Statistical Publishing Associates.
Gatersleben, B., and K. M. Appleton. 2007. “Contemplating cycling to work: Attitudes and perceptions in different stages of change.” Transp. Res. Part A Policy Pract. 41 (4): 302–312. https://doi.org/10.1016/j.tra.2006.09.002.
Goodman, A., and J. Cheshire. 2014. “Inequalities in the London bicycle sharing system revisited: Impacts of extending the scheme to poorer areas but then doubling prices.” J. Transp. Geogr. 41: 272–279. https://doi.org/10.1016/j.jtrangeo.2014.04.004.
Grudgings, N., A. Hagen-Zanker, S. Hughes, B. Gatersleben, M. Woodall, and W. Bryans. 2018. “Why don’t more women cycle? An analysis of female and Male commuter cycling mode-share in England and Wales.” J. Transp. Health 10: 272–283. https://doi.org/10.1016/j.jth.2018.07.004.
Gutiérrez, M., V. Cantillo, J. Arellana, and J. D. de Ortúzar. 2021. “Estimating bicycle demand in an aggressive environment.” Int. J. Sustainable Transp. 15 (4): 259–272. https://doi.org/10.1080/15568318.2020.1734886.
Han, J., M. Kamber, and J. Pei. 2012. “13 - Data mining trends and research frontiers.” In The morgan kaufmann series in data management systems, edited by J. Han, M. Kamber, and E. Pei, 3rd ed., 585–631. Burlington, MA: Morgan Kaufmann.
Handy, S. L., and Y. Xing. 2011. “Factors correlated with bicycle commuting: A study in six small U.S. cities.” Int. J. Sustainable Transp. 5 (2): 91–110. https://doi.org/10.1080/15568310903514789.
Hanson, S. 2010. “Gender and mobility: New approaches for informing sustainability.” Gender Place Cult. 17 (1): 5–23. https://doi.org/10.1080/09663690903498225.
Henseler, J., and M. Sarstedt. 2013. “Goodness-of-fit indices for partial least squares path modeling.” Comput. Stat. 28 (2): 565–580. https://doi.org/10.1007/s00180-012-0317-1.
Hunt, J. D., and J. E. Abraham. 2007. “Influences on bicycle use.” Transportation 34 (4): 453–470. https://doi.org/10.1007/s11116-006-9109-1.
Jaad, A., and K. Abdelghany. 2021. “The story of five MENA cities: Urban growth prediction modeling using remote sensing and video analytics.” Cities 118: 103393. https://doi.org/10.1016/j.cities.2021.103393.
Johnson, R., and D. Wichern. 2002. Applied multivariate statistical analysis. 6th ed. Upper Saddle River, NJ: Prentice Hall.
Julsrud, T. E. 2014. “Activity-based patterns of everyday mobility: The potential for long-term behaviour change across five groups of travellers.” J. Environ. Plann. Policy Manage. 16 (3): 401–417. https://doi.org/10.1080/1523908X.2013.837380.
Kandt, J., P. Rode, C. Hoffmann, A. Graff, and D. Smith. 2015. “Gauging interventions for sustainable travel: A comparative study of travel attitudes in Berlin and London.” Transp. Res. Part A Policy Pract. 80: 35–48. https://doi.org/10.1016/j.tra.2015.07.008.
Kashani, A. T., M. Jafari, M. A. Bondarabadi, and S. Dabirinejad. 2021. “Factors affecting the accident size of motorcycle-involved crashes: A structural equation modeling approach.” Int. J. Inj. Control Saf. Promot. 28 (1): 16–21. https://doi.org/10.1080/17457300.2020.1833041.
Kaufman, S. M., L. Gordon-Koven, N. Levenson, and M. L. Moss. 2015. Citi bike: The first two years. New York: New York Univ.
Kiunsi, R. B. 2013. “A review of traffic congestion in Dar es Salaam city from the physical planning perspective.” J. Sustainable Dev. 6 (2): 94. https://doi.org/10.5539/jsd.v6n2p94.
Kummeneje, A.-M., E. O. Ryeng, and T. Rundmo. 2019. “Seasonal variation in risk perception and travel behaviour among cyclists in a Norwegian urban area.” Accid. Anal. Prev. 124: 40–49. https://doi.org/10.1016/j.aap.2018.12.021.
La Paix, L., E. Cherchi, and K. Geurs. 2021. “Role of perception of bicycle infrastructure on the choice of the bicycle as a train feeder mode.” Int. J. Sustainable Transp. 15 (6): 486–499. https://doi.org/10.1080/15568318.2020.1765223.
Lam, L. W. 2012. “Impact of competitiveness on salespeople’s commitment and performance.” J. Bus. Res. 65 (9): 1328–1334. https://doi.org/10.1016/j.jbusres.2011.10.026.
Lee, C., and A. V. Moudon. 2008. “Neighbourhood design and physical activity.” Build. Res. Inf. 36 (5): 395–411. https://doi.org/10.1080/09613210802045547.
McDonald, N. C., Y. Yang, S. M. Abbott, and A. N. Bullock. 2013. “Impact of the safe routes to school program on walking and biking: Eugene, Oregon study.” Transp. Policy 29: 243–248. https://doi.org/10.1016/j.tranpol.2013.06.007.
Mirbaha, B., and F. Mohajeri. 2019. “Investigating the strategies for reducing motorcycle mode choice in urban trips: Case study of Tehran City.” Transp. Res. Rec. 2673 (10): 58–69. https://doi.org/10.1177/0361198119842109.
Motoaki, Y., and R. A. Daziano. 2015. “A hybrid-choice latent-class model for the analysis of the effects of weather on cycling demand.” Transp. Res. Part A Policy Pract. 75: 217–230. https://doi.org/10.1016/j.tra.2015.03.017.
Nadimi, N., F. Mansourifar, H. Shamsadini Lori, and M. Soltaninejad. 2021a. “Analyzing traffic violations among motorcyclists using structural equation modeling.” Int. J. Inj. Control Saf. Promot. 28 (4): 454–467. https://doi.org/10.1080/17457300.2021.1942922.
Nadimi, N., A. K. Sangdeh, and A. M. Amiri. 2021b. “Deciding about the effective factors on improving public transit popularity among women in developing countries.” Transp. Lett. 13 (10): 707–715. https://doi.org/10.1080/19427867.2020.1801022.
Nadimi, N., A. K. Sangdeh, and H. Kamkar. 2021c. “Developing sustainable transportation for university trips in low-income countries.” Proc. Inst. Civ. Eng. Eng. Sustainability 174: 160–173. https://doi.org/10.1680/jensu.20.00058.
Najaf, P., J.-C. Thill, W. Zhang, and M. G. Fields. 2018. “City-level urban form and traffic safety: A structural equation modeling analysis of direct and indirect effects.” J. Transp. Geogr. 69: 257–270. https://doi.org/10.1016/j.jtrangeo.2018.05.003.
Paige Willis, D., K. Manaugh, and A. El-Geneidy. 2013. “Uniquely satisfied: Exploring cyclist satisfaction.” Transp. Res. Part F Psychol. Behav. 18: 136–147. https://doi.org/10.1016/j.trf.2012.12.004.
Peterson, R. A., and Y. Kim. 2013. “On the relationship between coefficient alpha and composite reliability.” J. Appl. Psychol. 98 (1): 194–198. https://doi.org/10.1037/a0030767.
Pucher, J., and R. Buehler. 2008. “Making cycling irresistible: Lessons from The Netherlands, Denmark and Germany.” Transp. Rev. 28 (4): 495–528. https://doi.org/10.1080/01441640701806612.
Pucher, J., C. Komanoff, and P. Schimek. 1999. “Bicycling renaissance in North America? Recent trends and alternative policies to promote bicycling.” Transp. Res. Part A Policy Pract. 33 (7): 625–654. https://doi.org/10.1016/S0965-8564(99)00010-5.
Rietveld, P., and V. Daniel. 2004. “Determinants of bicycle use: Do municipal policies matter?” Transp. Res. Part A Policy Pract. 38 (7): 531–550. https://doi.org/10.1016/j.tra.2004.05.003.
Rodriguez-Valencia, A., D. Rosas-Satizabal, R. Unda, and S. Handy. 2021. “The decision to start commuting by bicycle in Bogotá, Colombia: Motivations and influences.” Travel Behav. Soc. 24: 57–67. https://doi.org/10.1016/j.tbs.2021.02.003.
Schipper, L. 2002. “Sustainable urban transport in the 21st century: A new agenda.” Transp. Res. Rec. 1792 (1): 12–19. https://doi.org/10.3141/1792-02.
Schoner, J. E., and D. M. Levinson. 2014. “The missing link: Bicycle infrastructure networks and ridership in 74 US cities.” Transportation 41 (6): 1187–1204. https://doi.org/10.1007/s11116-014-9538-1.
Sener, I. N., N. Eluru, and C. R. Bhat. 2009. “An analysis of bicycle route choice preferences in Texas, US.” Transportation 36 (5): 511–539. https://doi.org/10.1007/s11116-009-9201-4.
Sheykhfard, A., and F. Haghighi. 2020. “Driver distraction by digital billboards? Structural equation modeling based on naturalistic driving study data: A case study of Iran.” J. Saf. Res. 72: 1–8. https://doi.org/10.1016/j.jsr.2019.11.002.
Sheykhfard, A., F. Haghighi, T. Nordfjærn, and M. Soltaninejad. 2021. “Structural equation modelling of potential risk factors for pedestrian accidents in rural and urban roads.” Int. J. Inj. Control Saf. Promot. 28 (1): 46–57. https://doi.org/10.1080/17457300.2020.1835991.
Snizek, B., T. A. Sick Nielsen, and H. Skov-Petersen. 2013. “Mapping bicyclists” experiences in Copenhagen.” J. Transp. Geogr. 30: 227–233. https://doi.org/10.1016/j.jtrangeo.2013.02.001.
Sottile, E., B. Sanjust di Teulada, I. Meloni, and E. Cherchi. 2019. “Estimation and validation of hybrid choice models to identify the role of perception in the choice to cycle.” Int. J. Sustainable Transp. 13 (8): 543–552. https://doi.org/10.1080/15568318.2018.1490465.
Spotswood, F., T. Chatterton, A. Tapp, and D. Williams. 2015. “Analysing cycling as a social practice: An empirical grounding for behaviour change.” Transp. Res. Part F Psychol. Behav. 29: 22–33. https://doi.org/10.1016/j.trf.2014.12.001.
Steg, L., and G. Tertoolen. 1999. “Sustainable transport policy: The contribution from behavioural scientists.” Public Money Manage. 19 (1): 63–69. https://doi.org/10.1111/1467-9302.00154.
Stinson, M. A., and C. R. Bhat. 2004. “Frequency of bicycle commuting: Internet-based survey analysis.” Transp. Res. Rec. 1878 (1): 122–130. https://doi.org/10.3141/1878-15.
Talabis, M. R. M., R. McPherson, I. Miyamoto, J. L. Martin, and D. Kaye. 2015. “Chapter 1 - Analytics defined.” In Information security analytics finding security insights, patterns and anomalies in big data, edited by M. R. M. Talabis, R. McPherson, I. Miyamoto, J. L. Martin, and D. Kaye, 1–12. Oxford, UK: Syngress.
Tehran municipality statistical book. 2018. “The Official Website of Tehran Municipality.” Tehran municipality statistical book. Accessed January 3, 2020. https://en.tehran.ir/.
Tenenhaus, M., V. E. Vinzi, Y.-M. Chatelin, and C. Lauro. 2005. “PLS path modeling.” Comput. Stat. Data Anal. 48 (1): 159–205. https://doi.org/10.1016/j.csda.2004.03.005.
Wang, C.-H., G. Akar, and J.-M. Guldmann. 2015. “Do your neighbors affect your bicycling choice? A spatial probit model for bicycling to The Ohio State University.” J. Transp. Geogr. 42: 122–130. https://doi.org/10.1016/j.jtrangeo.2014.12.003.
Wang, K., and G. Akar. 2019. “Gender gap generators for bike share ridership: Evidence from Citi Bike system in New York City.” J. Transp. Geogr. 76: 1–9. https://doi.org/10.1016/j.jtrangeo.2019.02.003.
Wardman, M., M. Tight, and M. Page. 2007. “Factors influencing the propensity to cycle to work.” Transp. Res. Part A Policy Pract. 41 (4): 339–350. https://doi.org/10.1016/j.tra.2006.09.011.
Willis, D. P., K. Manaugh, and A. El-Geneidy. 2015. “Cycling under influence: Summarizing the influence of perceptions, attitudes, habits, and social environments on cycling for transportation.” Int. J. Sustainable Transp. 9 (8): 565–579. https://doi.org/10.1080/15568318.2013.827285.
Wong, K. K.-K. 2019. Mastering partial least squares structural equation modeling (Pls-Sem) with smartpls in 38 hours paperback. Bloomington, IN: iUniverse.
Xu, J., J. Liu, X. Sun, K. Zhang, W. Qu, and Y. Ge. 2018. “The relationship between driving skill and driving behavior: Psychometric adaptation of the Driver Skill Inventory in China.” Accid. Anal. Prev. 120: 92–100. https://doi.org/10.1016/j.aap.2018.07.032.
Young, M., B. Savan, K. Manaugh, and J. Scott. 2021. “Mapping the demand and potential for cycling in Toronto.” Int. J. Sustainable Transp. 15 (4): 285–293. https://doi.org/10.1080/15568318.2020.1746871.

Information & Authors

Information

Published In

Go to Journal of Urban Planning and Development
Journal of Urban Planning and Development
Volume 149Issue 1March 2023

History

Received: Mar 19, 2022
Accepted: Aug 29, 2022
Published online: Oct 27, 2022
Published in print: Mar 1, 2023
Discussion open until: Mar 27, 2023

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Assistant Professor, Faculty of Engineering, Shahid Bahonar Univ., Pajoohesh Sq., Kerman 7616913439, Iran (corresponding author). ORCID: https://orcid.org/0000-0002-2112-9546. Email: [email protected]
Trond Nordfjærn [email protected]
Dept. of Psychology, Norwegian Univ. of Science and Technology, Dragvoll, 7491 Trondheim, Norway. Email: [email protected]
Hamed Shamsadini Lori [email protected]
Research Assistant, Faculty of Engineering, Shahid Bahonar Univ., Pajoohesh Sq., Kerman 7616913439, Iran. Email: [email protected]
Vahid Khalifeh [email protected]
Assistant Professor, Dept. of Civil Engineering, Sirjan Univ. of Technology, Sirjan 7813733385, Iran. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share