Analysis of travel behaviour in Petaling Jaya, Malaysia: an application of the theory of planned behaviour
DOI:
https://doi.org/10.5604/08669546.1218791Keywords:
public transport, private car, travellers, Theory of Planned Behaviour, TPB, Structural Equation Modelling, Petaling JayaAbstract
In order to understand travellers’ willingness to use the train in Petaling Jaya, this study adds four predictors - situational factors, trust, novelty seeking and external influence - to the existing model of theory of planned behaviour (TPB). The study collected research data from employees in Petaling Jaya, Malaysia, resulting in valuable data of 400 participants. Results indicate that attitude, perceived behavioural control, and subjective norm are found to have positive effects on the behavioural intention of taking the train. Furthermore, novelty seeking and external influence also have positive influences on attitude. While the three antecedents of trust were found to have an indirect positive effect on commuters’ intention to take the train via attitude, subjective norm and PBC. Situational factors were found to have an indirect negative significant influence on people’s intention to take the train through perceived behavioural control.
References
AJZEN, I., & DRIVER, B., 1992. Application of the theory of planned behavior to leisure choice. Journal of Leisure Research, 24(3), pp. 207–224.
AJZEN, I., & FISHBEIN, M., 1980. Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice Hall.
AJZEN, I., 1985. From intentions to actions: A theory of planned behavior. In J. KUHL & J. BECKMANN (Eds.), Action-control: From cognition to behaviour (pp. 11–39). New York: Springer.
AJZEN, I., 1991. The theory of planned behaviour. Organizational Behaviour and Human Decision Processes, 50(2), pp. 179–211.
ANDERSON, J.C. & GERBING D.W. 1988: Structural Equation Modeling in Practice: A Review and Recommended Two - Step Approach. Psychological Bulletin, 103(3), pp. 411-423.
BAUMGARTNER, H., & HOMBURG, C., 1996. Applications of structural equation modeling in marketing and consumer research: A review. International Journal of Research in Marketing, 13(2), pp. 139–161.
BERRY, L., 1995. Relationship marketing of services - growing interest, emerging perspectives. Journal of the Academy of Marketing Science, 23(4), pp. 236–245.
BHATTACHERJEE, A., 2000. Acceptance of e-commerce services: The case of electronic brokerages. IEEE Transactions on Systems, Man and Cybernetics. Part A, 30(4), pp. 411–420.
BOUDREAU, M., GEFEN, D., & STRAUB, D., 2001. Validation in information systems research: A state-of-the-art assessment. MIS Quarterly, 25(1), pp. 1–16.
CHAN, L. & BISHOP, B., 2013. A moral basis for recycling: Extending the theory of planned behaviour. Journal of Environmental Psychology, 36, pp. 96-102.
CONNER, M., & ABRAHAM, C., 2001. Conscientiousness and the theory of planned behavior: Toward a more complete model of the antecedents of intentions and behavior. Personality and Social Psychology Bulletin, 27(11), pp. 1547–1561.
DONALD, I.J., COOPER, S.R., . CONCHIE, S.M., 2014. An extended theory of planned behavior model of the psychological factors affecting commuters’ transport mode use. Journal of Environmental Psychology, 40, pp. 39-48.
DOS, 2008. Department of statistics.
DOS, 2012. Department of statistics.
FISHBEIN, M. & AJZEN, I., 1975. Belief, attitude, intention and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley.
FORNELL, C. & LARCKER, D.F., 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18 (1), pp. 39-50.
GEFEN, D., KARAHANNA, E., & STRAUB, D., 2003. Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), pp. 51-90.
GEORGGI, N., & PENDYALA, R., 1999. Analysis of long-distance travel behavior of the elderly and low income. Transportation Research Circular (pp. 121–150). Washington DC: Transportation Research Board.
HAIR, J.F. JR. , ANDERSON, R.E., TATHAM, R.L., & BLACK, W.C., 1998. Multivariate Data Analysis, (5th Edition). Upper Saddle River, NJ: Prentice Hall.
HAUSTEIN, S., & HUNECKE, M., 2007. Reduced Use of Environmentally Friendly Modes of Transport Caused By Perceived Mobility Necessities - An Extension of the Theory of Planned Behaviour. Journal of Applied Social Psychology, 37, pp. 1856-1883.
HSIAO, C. H., & YANG, C., 2010. Predicting the travel intention to take High Speed Rail among college students. Transportation research part F: traffic psychology and behaviour, 13(4), pp. 277-287.
JACKSON, J.L., DEZEE,K., DOUGLAS,K. & SHIMEALL, W., 2005. Introduction to Structural Equation Modelling (Path Analysis). Society of General Internal Medicine (SGIM), Precourse, PA08.
JACYNA, M., WASIAK, M., LEWCZUK, K., & KŁODAWSKI, M., 2014. Simulation model of transport system of Poland as a tool for developing sustainable transport. Archives of Transport, 31(3), pp. 23-35.
JANG, S., & FENG, R., 2007. Temporal destination revisit intention: The effects of novelty seeking and satisfaction. Tourism Management, 28(2), pp. 580–590.
KAUL, R., 1985. Dynamics of tourism: A tribology, transporation and marketing. Nova Delhi: Sterling Publishers.
LEE, K.I. & GOULD, R., 2011. Predicting congregate meal program participation: applying the extended theory of planned behaviour. International Journal of Hospitality Management, 31(3), pp. 828-836.
LEE, T., & CROMPTON, J., 1992. Measuring novelty seeking in tourism. Annals of Tourism Research, 19(4), pp. 732-751.
MCKNIGHT, D., CUMMINGS, L., & CHERVANY, N., 1998. Initial trust formation in new organizational relationships. The Academy of Management Review, 23(3), pp. 473–490.
MEHRABIAN, A., & RUSSELL, J., 1974. An Approach to environmental Psychology. MA: MIT press Cambridge.
NAZRI, M., 2013. The Effectiveness of Public Transport System in Putrajaya: A Modelling Approach, Universiti Kebangsaan Malaysia.
NOSAL, K. & STAROWICZ, W., 2015. Evaluation of influence of mobility management instruments implemented in separated areas of the city on the changes in modal split. Archives of Transport, 35(3), 41-52.
REINECKE, J., SCHMIDT, P., & AJZEN, I., 1996. Application of the theory of planned behavior to adolescents’ condom use: A panel study. Journal of Applied Social Psychology, 26(9), pp. 749–772.
SHEPPARD, B., HARTWICK, J., & WARSHAW, P., 1988. The theory of reasoned action: A meta-analysis of past research with recommendations for modifications and future research. Journal of Consumer Research, 15(3), pp. 325–343.
SIRDESHMUKH, D., SINGH, J., & SABOL, B., 2002. Consumer trust, value, and loyalty in relational exchanges. Journal of Marketing, 66(1), pp. 15–37.
TAYLOR, S., & TODD, P., 1995. Understanding information technology usage: A test of competing models. Information Systems Research, 6(2), pp. 144–176.
TONGLET, M., PHILLIPS, P. S & READ, A. D., 2004. Using the Theory of Planned Behaviour to investigate the determinants of recycling behaviour: A case study from Brixworth, UK Resources. Conservation and Recycling, 41, pp. 191-214.
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