Participants' perceptions of smartphone travel surveys

被引:24
作者
Assemi, Behrang [1 ]
Jafarzadeh, Hamed [2 ]
Mesbah, Mahmoud [1 ,3 ]
Hickman, Mark [1 ]
机构
[1] Univ Queensland, Sch Civil Engn, Brisbane, Qld 4072, Australia
[2] Univ Tehran, Fac Management, Dept IT Management, Tehran, Iran
[3] Amirkabir Univ Technol, Tehran Polytech, Dept Civil & Environm Engn, Tehran, Iran
基金
澳大利亚研究理事会;
关键词
Smartphone travel survey; Survey participation; Technology acceptance model; Perceived risk; Partial least squares path model (PLS-PM); USER ACCEPTANCE; TECHNOLOGY; SYSTEM;
D O I
10.1016/j.trf.2018.02.005
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Smartphone travel surveys are becoming of central importance in collecting detailed, accurate data of people's travel activities. As with their conventional survey counterparts, the quality of data collected through these surveys is adversely affected by participants' non-response and resulting biases. However, little is known about the factors affecting people's perceptions and intentions to continue participating in such surveys. Although literature has investigated the associations between individuals' socio-demographic attributes and their likelihood of survey participation, the impact of their subjective perceptions and attitudes on their survey participation intentions and behaviour is under explored. Hence, through a model of participants' perceptions of smartphone travel survey applications (survey apps), this study aims to reveal such impacts and how they affect the participants' intentions to continue participating in these surveys. In this study, a survey is designed and used to collect data in a smartphone travel survey before the participants are asked about their personal perceptions and attitudes. Partial least squares path modelling (PLS-PM) is applied to analyse the data, as it allows simultaneous estimation of the relationships between multiple latent constructs as well as the indicators of each construct. The results showed a significant, positive impact of the perceived "ease of use" and "usefulness" of the survey app as the technological medium of data collection on the participants' "satisfaction" and "intention" to continue participating in the corresponding survey. The study also found that participants' perceived "risk" associated with privacy concerns did not have any significant impact on their intention to continue participating in the survey. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:338 / 348
页数:11
相关论文
共 35 条
[1]  
Andreski P., 2009, Panel Study of Income Dynamics Technical Paper Series, P1
[2]  
[Anonymous], 1985, Encyclopedia of Statistical Sciences
[3]  
[Anonymous], 2004, Communications of the Association for Information Systems, DOI [DOI 10.17705/1CAIS.01324, 10.17705/1CAIS.01324]
[4]  
Bradley M., 2005, 10 TRANSP PLANN APPL
[5]  
Bricka S, 2008, 8 INT C SURV METH TR
[6]  
Chin WW, 1998, QUANT METH SER, P295
[7]  
Chin WW., 1999, Statistical Strategies for Small Sample Research
[8]   Deep subterranean railway system: Acceptability assessment of the public discourse in the Seoul Metropolitan Area of South Korea [J].
Chung, Younshik ;
Kim, Hyun .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2015, 77 :82-94
[9]  
Cohen J., 1988, STAT POWER ANAL BEHA, DOI [10.4324/9780203771587, DOI 10.4324/9780203771587]
[10]   Future Mobility Survey Experience in Developing a Smartphone-Based Travel Survey in Singapore [J].
Cottrill, Caitlin D. ;
Pereira, Francisco Camara ;
Zhao, Fang ;
Dias, Ines Ferreira ;
Lim, Hock Beng ;
Ben-Akiva, Moshe E. ;
Zegras, P. Christopher .
TRANSPORTATION RESEARCH RECORD, 2013, (2354) :59-67