The Intention to Use E-Money using Theory of Planned Behavior and Locus of Control

Alfalia Citra Ayudya, Amin Wibowo


Along with technological developments in the payment system, the role of cash as a means of payment began to be replaced by a more efficient and economical form of non-cash payment such as electronic money. However, the use of electronic money in Indonesia has not increased and the percentage of users of it is far behind compared with other countries. This study aims to apply Theory of Planned Behavior (TPB) with Locus of Control (LOC) as a moderating variable in the context of the use of electronic money. The community of DIY consisted of 1 municipality and 4 districts was selected as the sample of this study. The results of this study indicate in general that the variable attitude to behavior as well as control of perceptive behavior have a positive effect on the intention of using electronic money while subjective norms are not proven to significantly affect the intention. However, especially for the respondents who live in the village, the subjective norm variable actually affects the intention of using electronic money, while the variable control of perceptive behavior has no effect on the intention. Locus of Control (LOC) is not proven to moderate the existing variables in Theory of Planned Behavior on the intention of using electronic money.



Attitude; E-Money; Locus of Control; Perceived Behavioral Control; Subjective Norm; The Theory of Planned Behavior


Aboelmaged, M. G., & Gebba, T. R. (2013). Mobile banking adoption : An examination of technology acceptance model and theory of planned behavior. International Journal of Business Research and Development, 2(1), 35–50.

Adityasto, E., & Baridwan, Z. (2012). Minat perilaku dalam pengadopsian internet banking: Theory decomposed of TPB. Jurnal Ilmiah Mahasiswa FEB, 1(2).

Ajzen, I. (1988). Attitudes, personality, and behavior. Milton Keynes: Open University Press.

Ajzen, I. (2011). Behavioral interventions - Design and evaluation guided by the theory of planned behavior. Social psychology for program and policy evaluation, 74–100.

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179–211.

Ajzen, I. (2002). Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior 1. Journal of Applied Social Psychology, 32(March), 1–20.

Ajzen, I., & Fishbein, M. (2005). The influence of attitudes on behavior. The handbook of attitudes, 173–221.

Bank Indonesia. (2006). Operasional e-money [online]. http.// (Download: October 10, 2016).

Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social the moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.

Dalton, D. W. (2010). A more comprehensive whistleblower model: An expansion of the Schultz et al. (1993) model. Texas: Texas Tech University.

Dias, J. (2001). Digital money: Review of literature and simulation of welfare improvement of this technological advance. State University of Maringa.

Ferdinand, A. (2006). Metode penelitian manajemen. Semarang: Universitas Diponegoro Press.

Gopi, M., & Ramayah, T. (2007). Applicability of theory of planned behavior in predicting intention to trade online: Some evidence from a developing country. International Journal of Emerging Markets, 2(4), 348–360.

Hair, J. F., Wolfinbarger, M., Bush, R. P., & Ortinau, D. J. (2010). Essentials marketing research. New York: McGraw-Hill Education.

Jezewska-Zychowicz, M., & Pilska, M. 2006. Psychosocial determinants of using vitamin and mineral supplements among students. Polish Journal of Food and Nutrition Sciences, 15(2), 167.

Khatimah, H., & Halim, F. (2016). The effect of attitude and its decomposed: Perceived behavioral control and its decomposed and awareness on intention to use e-money mobile in Indonesia. Journal of Scientific Research and Development, 3(1), 39-50.

Kotler, P., & Armstrong, G. (2012). Principles of Marketing. New York: Pearson Prentice Hall.

Lin, H. -F. (2007). Predicting consumer intentions to shop online: An empirical test of competing theories. Electronic Commerce Research and Applications, 6(4), 433–442.

Luarn, P., & Lin, H. -H. (2005). Toward an understanding of the behavioral intention to use mobile banking. Computers in human behavior, 21(6), 873–891.

Ramayah, M. G. T. (2007). Applicability of the theory of planned behavior in predicting intention to trade online. International Journal of Emerging Market, 2(4), 348-360.

Respati, N. W. T. (2011). Pengaruh locus of control terhadap hubungan sikap manajer, norma-norma subyektif, kendali perilaku persepsian, dan intensi manajer dalam melakukan kecurangan penyajian keuangan. Jurnal Akuntansi dan Keuangan Indonesia, 8 (2), 123-140.

Rotter, J. B. (1966). Generalized expectancies for internal versus external control of reinforcement. Psychological monographs: General and applied, 80(1).

Rutherford, L., & DeVaney, S. A. (2009). Utilizing the theory of planned behavior to understand convenience use of credit cards. Journal of Financial Counseling and Planning, 20(2), 48–63.

Santomero, A. M., & Seater, J. J. (1996). Alternative monies and the demand for media of exchange. Journal of Money, Credit, and Banking, 28(4), 942–960.

Shih, Y. -Y., & Fang, K. (2004). The use of a decomposed theory of planned behavior to study Internet banking in Taiwan. Internet research, 14(3), 213–223.

Spector, P. E. (1988). Development of work locus of control scale. Journal of Occupational Psychology, 61, 335-340.

Thomas, H. (2013). Measuring progress toward a cashless society. Mastercard Advisor Analysis, 1(1-5).

Trevino, L. K. (1986). Ethical decision making in organizations: A person-situation interactionist model. Academy of management Review, 11(3), 601–617.

Trinugroho, I., Sawitri, H. S. R., Toro, M. J. S., Khoiriyah, S., & Santoso, A. B. (2017). How ready are people for cashless society? Jurnal Keuangan dan Perbankan, 21(1), 105-112.

Warsame, M. H., & Ireri, E. M. (2016). Does the theory of planned behaviour (TPB) matter in Sukuk investment decisions? Journal of Behavioral and Experimental Finance, 12, 93–100.

World Bank. (2015). Global financial inclusion index database. (Download: December 30, 2017).

Wulandari, D., Soseco, T., & Narmaditya, B. S. (2016). Analysis of the use of electronic money in efforts to support the less cash society. International Finance and Banking, 3(1).


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