IDEAS home Printed from https://ideas.repec.org/a/bjc/journl/v11y2024i9p1096-1103.html
   My bibliography  Save this article

Re-Evaluating Predictive Validity of the Theory of Planned Behavior in Transport Mode Choice: A Case of Dry-Commodity Export Shippers in Malawi

Author

Listed:
  • Vincent Collins Matemba

    (Institute of Distance Education-University of Zambia)

  • Kasonde Mundende

    (University of Zambia, School of Humanities and Social Science)

  • Inonge Milupi

    (University of Zambia, School of Humanities and Social Science)

Abstract

The Theory of Planned Behavior has been a widely used model in understanding and predicting human behavior in sectors of health, mining, agriculture, public transportation and water management. Despite its extensive usage, its application has hardly been made in commodity transportation sector as it is expected to. Therefore, the purpose of the study was to re-evaluate the predictive validity of the Theory of Planned Behavior on transport mode choice from the perspective of dry-commodity export shippers in Malawi. The study employed quantitative approach and explanatory research design in which a closed-ended questionnaire was used to collect data from a sample of 104 respondents drawn from a population of 141 dry-commodity export shippers by using simple random probability sampling technique. The study found that the Theory of Planned Behavior has the foretelling capabilities and able to predict shippers’ behavior when choosing a transport mode for their goods. The study therefore recommends that policy makers, transporters and commodity shippers to start utilizing this theory to understand and predict human behavior, especially those in supply chain sector.

Suggested Citation

  • Vincent Collins Matemba & Kasonde Mundende & Inonge Milupi, 2024. "Re-Evaluating Predictive Validity of the Theory of Planned Behavior in Transport Mode Choice: A Case of Dry-Commodity Export Shippers in Malawi," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 11(9), pages 1096-1103, September.
    • Handle: RePEc:bjc:journl:v:11:y:2024:i:9:p:1096-1103
    as

    Download full text from publisher

    File URL: https://www.rsisinternational.org/journals/ijrsi/digital-library/volume-11-issue-9/1096-1103.pdf
    Download Restriction: no
    File URL: https://rsisinternational.org/journals/ijrsi/articles/re-evaluating-predictive-validity-of-the-theory-of-planned-behavior-in-transport-mode-choice-a-case-of-dry-commodity-export-shippers-in-malawi/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mary R Brooks & Sean M Puckett & David A Hensher & Adrian Sammons, 2012. "Understanding mode choice decisions: A study of Australian freight shippers," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 14(3), pages 274-299, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tapia, Rodrigo J. & de Jong, Gerard & Larranaga, Ana M. & Bettella Cybis, Helena B., 2020. "Application of MDCEV to infrastructure planning in regional freight transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 255-271.
    2. Larranaga, Ana Margarita & Arellana, Julian & Senna, Luiz Afonso, 2017. "Encouraging intermodality: A stated preference analysis of freight mode choice in Rio Grande do Sul," Transportation Research Part A: Policy and Practice, Elsevier, vol. 102(C), pages 202-211.
    3. banerjee, soumya, 2016. "Analysis of Demand and Operations of Inter-modal Terminals," OSF Preprints 2xv6r, Center for Open Science.
    4. Tao, Xuezong & Zhu, Lichao, 2020. "Meta-analysis of value of time in freight transportation: A comprehensive review based on discrete choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 213-233.
    5. Antonio Comi & Antonio Polimeni, 2020. "Assessing the Potential of Short Sea Shipping and the Benefits in Terms of External Costs: Application to the Mediterranean Basin," Sustainability, MDPI, vol. 12(13), pages 1-17, July.
    6. Li, Qinglin & Rezaei, Jafar & Tavasszy, Lori & Wiegmans, Bart & Guo, Jingwei & Tang, Yinying & Peng, Qiyuan, 2020. "Customers’ preferences for freight service attributes of China Railway Express," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 225-236.
    7. Konstantinus, Abisai & Zuidgeest, Mark & Hess, Stephane & de Jong, Gerard, 2020. "Assessing inter-urban freight mode choice preference for short-sea shipping in the Southern African Development Community region," Journal of Transport Geography, Elsevier, vol. 88(C).
    8. Zhang, Rong & Zhu, Lichao, 2019. "Threshold incorporating freight choice modeling for hinterland leg transportation chain of export containers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 858-872.
    9. María Feo-Valero & Leandro García-Menéndez & Salvador Saz-Salazar, 2016. "Rail freight transport and demand requirements: an analysis of attribute cut-offs through a stated preference experiment," Transportation, Springer, vol. 43(1), pages 101-122, January.
    10. María Feo-Valero & Leandro García-Menéndez & Salvador del Saz-Salazar, 2016. "Rail freight transport and demand requirements: an analysis of attribute cut-offs through a stated preference experiment," Transportation, Springer, vol. 43(1), pages 101-122, January.
    11. Bouchery, Yann & Woxenius, Johan & Fransoo, Jan C., 2020. "Identifying the market areas of port-centric logistics and hinterland intermodal transportation," European Journal of Operational Research, Elsevier, vol. 285(2), pages 599-611.
    12. Dong Yang & Ghim Ping Ong & Anthony Theng Heng Chin, 2014. "An exploratory study on the effect of trade data aggregation on international freight mode choice," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(3), pages 212-223, May.
    13. Kalahasthi, Lokesh & Holguín-Veras, José & Yushimito, Wilfredo F., 2022. "A freight origin-destination synthesis model with mode choice," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    14. Feo-Valero, María & Arencibia, Ana Isabel & Román, Concepción, 2016. "Analyzing discrepancies between willingness to pay and willingness to accept for freight transport attributes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 151-164.
    15. Emeric Lendjel & Marianne Fischman, 2015. "Innovations in Barge Transport for Supplying French Urban Dense Areas: A Transaction Costs Approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01302684, HAL.
    16. Vincent Collins Matemba & Kasonde Mundende & Inonge Milupi, 2023. "Correlates of Transport Mode Choice: Dry Commodity Movement. A Case of Malawi," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 10(11), pages 45-57, November.
    17. Shams, Kollol & Asgari, Hamidreza & Jin, Xia, 2017. "Valuation of travel time reliability in freight transportation: A review and meta-analysis of stated preference studies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 102(C), pages 228-243.
    18. Flitsch, Verena & Brümmerstedt, Katrin, 2015. "Freight Transport Modelling of Container Hinterland Supply Chains," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Blecker, Thorsten & Kersten, Wolfgang & Ringle, Christian M. (ed.), Operational Excellence in Logistics and Supply Chains: Optimization Methods, Data-driven Approaches and Security Insights. Proceedings of the Hamburg , volume 22, pages 233-266, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    19. Kim, Sang Hyun, 2020. "Choice model based analysis of consumer preference for drone delivery service," Journal of Air Transport Management, Elsevier, vol. 84(C).
    20. Tapia, Rodrigo Javier & dos Santos Senna, Luiz Afonso & Larranaga, Ana Margarita & Cybis, Helena Beatriz Bettella, 2019. "Joint mode and port choice for soy production in Buenos Aires province, Argentina," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 121(C), pages 100-118.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bjc:journl:v:11:y:2024:i:9:p:1096-1103. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Dr. Renu Malsaria (email available below). General contact details of provider: https://rsisinternational.org/journals/ijrsi/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.