Investigating the Influence of Indecision on Customer’s Decision Satisfaction

Hui-Hsin Huang - Department of Advertising &Public Relations, Fu Jen Catholic University, Taiwans

Abstract


Indecision behavior usually appears in daily life, especially on purchase occasions. This trait in the decision process will influence customers' decision satisfaction. This research proposes a Bayesian model to portray the phenomena of indecision and decision satisfaction. The decision satisfaction is a random variable with the prior density in which the parameter given in the density function is demonstrated as indecision. The empirical data of Google Analytics is used to measure indecision behavior and model calibration. Finally, the conclusion is shown to make an application in actual consumer behavior research. This research can help managers control the tendency of indecision to achieve higher decision satisfaction. In advance, the impact factors of indecision can be investigated to design more incentive and attractive platforms to accelerate the payment process

Keywords


Indecision; decision satisfaction; bayesian model; hesitation; consumer behavior

Full Text:

PDF

References


Alcantud, J. C. R., Cantone, D., Giarlotta, A., & Watson, S. (2022).Rationalization of indecisive choice behavior by majoritarian ballots. arXiv:2210.16885, 1-33. https://dx.doi.org/10.2139/ssrn.4499212

Bacanli, F. (2006). Personality characteristics as predictors of personal indecisiveness. Journal of Career Development, Volume 32 Issue 4, pp. 320-332. https://doi.org/10.1177/0894845305282941

Berry, L. R., Helman, P., & West. M. (2020).Probabilistic forecasting of heterogeneous consumer transaction–sales time series. International Journal of Forecasting, Volume 36 Issue 2, pp. 552-569. https://doi.org/10.1016/j.ijforecast.2019.07.007

Busch, P., Lahti, P., & Werner,R. F.(2014). Colloquium: Quantum root-mean-square error and measurement uncertainty relations. Reviews of Modern Physics, Volume 86 Issue 4, pp. 1261 -1283. https://doi.org/10.1103/RevModPhys.86.1261

Camilleri, M.A. (2022). E-commerce websites, consumer order fulfillment, and after-sales service satisfaction: The customer is always right, even after the shopping cart check-out. Journal of Strategy and Management, Volume 15 Issue 3, pp. 377-396. https://dx.doi.org/10.2139/ssrn.3853156

Chernev, A., Böckenholt, U., & Goodman, J. (2015). Choice overload: A conceptual review and meta-analysis. Journal of Consumer Psychology, Volume 25 Issue 2, pp. 333–358. https://doi.org/10.1016/j.jcps.2014.08.002

Cho, C.-H., Kang, J., & Cheon, H. J. (2006). Online Shopping Hesitation. CyberPsychology & Behavior, Volume 9 Nomor 3, pp. 261-74. https://psycnet.apa.org/doi/10.1089/cpb.2006.9.261

Dhar, R. (1997). Consumer Preference for a No-Choice Option. Journal of Consumer Research, Volume 24 Issue 2, September 1997, pp. 215–231, https://doi.org/10.1086/209506

Dişli Bayraktar, E. (2023). Examining the relationship between relationship marketing, cognitive dissonance, customer satisfaction, and repurchase behavior: A study on online purchasing behavior. Fiscaoeconomia, Volume 7 Issue 1, pp. 508-524. https://doi.org/10.25295/fsecon.1186447

Elaydi, R. (2006). Construct development and measurement of indecisiveness. Management Decision, Vol. 44 No. 10, pp. 1363-1376. https://doi.org/10.1108/00251740610715696

Ferrari, J. R., & Dovidio, J. F. (2001). Behavioral information search by indecisive. Personality and Individual Differences, Volume 30 Issue 7, pp. 1113-1123. https://doi.org/10.1016/S0191-8869(00)00094-5

Fitzsimons, G. J. (2000). Consumer response to stockouts. Journal of Consumer Research, Volume 27, Issue 2, September 2000, pp. 249–266, https://doi.org/10.1086/314323

Gandhmal, D. P., & Kumar, K. (2019). Systematic analysis and review of stock market prediction techniques. Computer Science Review, Volume 34, pp. 215-232. https://doi.org/10.1016/j.cosrev.2019.08.001

Huang, Guei-Hua, Korfiatis, Nikolaos & Chang, Chun-Tuan (2018). Mobile shopping cart abandonment: The roles of conflicts, ambivalence, and hesitation. Journal of Business Research, Volume 85, pp.165-174. https://doi.org/10.1016/j.jbusres.2017.12.008

Inesi, M. E., Botti, S., Dubois, D., Rucker, D. D., & Galinsky, A. D. (2011). Power and choice: Their dynamic interplay in quenching the thirst for personal control. Psychological Science, 22(8), 1042-1048.

Khalid, R. & Farooq, M. (2019). Online Shopping Hesitation in Pakistan. Global Journal of Emerging Sciences, 1(1), pp.53-65.

Khattak, Z. H., &. Khattak, A. J. (2023) Using behavioral data to understand shared mobility choices of electric and hybrid vehicles. International Journal of Sustainable Transportation, Volume 17 Issue 1, pp. 1-18, https://doi.org/10.1080/15568318.2021.2004627

König, P. D., Wurster, S., & Siewert, M.B. (2022). Consumers are willing to pay a price for explainable, but not for green A.I. Evidence from a choice-based conjoint analysis. Big Data & Society, pp1-13. https://dx.doi.org/10.2139/ssrn.3890774

Lee, I., P., Jilke, S. & James, O. (2020). Do more options always benefit the users of public services? An experimental study of school choice, performance, and satisfaction. Public Administration Review, Forthcoming, http://dx.doi.org/10.2139/ssrn.3677465

Manisera, M., Zuccolotto, P., & Brentari, E. (2020). How perceived variety impacts on choice satisfaction: a two-step approach using the C.U.B. class of models and best-subset variable selection. Electronic Journal of Applied Statistical Analysis, 13(2), pp.519-535.

Manyaga, F., & Hacioglu, U. (2021). Investigating the impact of mobile telecom service characteristics on consumer satisfaction in urban Uganda. International Journal of Research in Business and Social Science (2147- 4478), Volume 10 Nomor 6, pp. 19-33. https://doi.org/10.20525/ijrbs.v10i6.1382

Milgram, N., & Tenne, R. (2000). Personality correlates of decisional task avoidant procrastination. European Journal of Personality, Volume 14 Issue 2, pp. 141–156. https://doi.org/10.1002/(SICI)1099-0984(200003/04)14:2<141::AID-PER369>3.0.CO;2-V

Potworowski, G. A. (2010). Varieties of Indecisive Experience: Explaining the Tendency to Not Make Timely and Stable Decisions. Dissertation Abstracts International: Section B: The Sciences and Engineering, Issue 71(5-B), 3340. https://psycnet.apa.org/record/2010-99220-325

Sabioni, R, Wartelle, L., Daaboul, J., Le Duigou, J. (2021).Attribute-based integrated product process configurator for mass customization. Procedia CIRP, Volume 103, pp. 104-145. https://doi.org/10.1016/j.procir.2021.10.022

Sanyal, N. H., Mazumder, R., Singh, R., & Sharma, Y. (2021).Uncertainty and affluent teenagers' luxury buying-decision: The role of avoidance-related indecisiveness. Journal of Retailing and Consumer Services, Volume 58, pp. 1-21. https://doi.org/10.1016/j.jretconser.2020.102305

Yunus, M., Fauzi, A., & Rini, E. S. (2022). The effect of e-service quality and customer satisfaction on repurchase intention through online consumer review as intervening variables in the marketplace Shopee. Journal Research of Social, Science, Economics, and Management, Volume 1 Nomor 6, pp. 669–679. https://doi.org/10.59141/jrssem.v1i6.75

Ryals, L. (2005). Making customer relationship management work: the measurement and profitable management of customer relationships. Journal of Marketing, Volume 69 Issue 4, pp. 252-261. https://doi.org/10.1509/jmkg.2005.69.4.252

James, A., Bradshaw, M., Coe, N. M., & Faulconbridge, J. (2018). Sustaining economic geography? Business and management schools and the U.K.'s great economic geography diaspora. Environment and Planning A: Economy and Spaces, Volume 50 Issue 6, pp. 1355-1366, https://doi.org/10.1177/0308518X18764120




DOI: https://doi.org/10.34149/jmbr.v21i1.473

Citation Format:


Indexing

 

JMBR Editorial Office: PPM School of Management, Jl. Menteng Raya 9-19 Jakarta 10340 Phone: 021-2300313 ext 2354

View My Stats

License

JMBR is using CC BY License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.