Mobile Payment Adoption: An Empirical Investigation of Alipay

被引:16
作者
Xu, Yuqian [1 ]
Ghose, Anindya [2 ]
Xiao, Binqing [3 ]
机构
[1] Univ North Carolina Chapel Hill, Kenan Flagler Business Sch, Chapel Hill, NC 27599 USA
[2] NYU, Stern Business Sch, New York, NY 10012 USA
[3] Nanjing Univ, Ind Engn Dept, Nanjing 210093, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
mobile; digital payments; econometrics; consumer behavior; INFORMATION-TECHNOLOGY; CONSUMER ADOPTION; USER ACCEPTANCE; ONLINE; DETERMINANTS; CHANNELS; STORES;
D O I
10.1287/isre.2021.0156
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
The rapid growth in the adoption of mobile payments has already begun to reshape bank payment practices. Utilizing a unique data set from a leading bank in Asia that records credit card transactions of its customers before and after the launch of Alipay mobile payment, the largest mobile payment platform in the world, this study aims to understand the impact of mobile payment adoption on bank customer credit card activities and the change of this impact after the mobile payment expansion. To do so, we employ the difference-in-differences method coupled with matching to estimate the effects. We find that mobile payment adoption not only increases customer credit card activities at the focal bank through both off-line and online channels, but also enhances customer loyalty to the bank by reducing churn. Specifically, the total credit card transaction amount and frequency of our focal bank increased by 9.4% and 10.7%, respectively. Moreover, we examine the change in the treatment effect after the mobile payment expansion and find an increase in adopters' credit card activities and a reduction in their churn after the expansion. Next, we discuss the underlying mechanisms and show that mobile payment acts as a substitute for physical card payment in the off-line channel, and this supports the key underlying mechanism of the reduced transaction cost. However, a certain complementary effect exists between personal computer and mobile payments, likely driven by the coadoption of the two. Finally, we provide empirical evidence on conditions that facilitate the use of mobile payments, following the unified theory of acceptance and use of technology.
引用
收藏
页码:807 / 828
页数:23
相关论文
共 68 条
[1]   Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks [J].
Aral, Sinan ;
Muchnik, Lev ;
Sundararajan, Arun .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (51) :21544-21549
[2]   The use of bootstrapping when using propensity-score matching without replacement: a simulation study [J].
Austin, Peter C. ;
Small, Dylan S. .
STATISTICS IN MEDICINE, 2014, 33 (24) :4306-4319
[3]   Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities Over Time [J].
Avery, Jill ;
Steenburgh, Thomas J. ;
Deighton, John ;
Caravella, Mary .
JOURNAL OF MARKETING, 2012, 76 (03) :96-111
[4]   Channel Capabilities, Product Characteristics, and the Impacts of Mobile Channel Introduction [J].
Bang, Youngsok ;
Lee, Dong-Joo ;
Han, Kunsoo ;
Hwang, Minha ;
Ahn, Jae-Hyeon .
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2013, 30 (02) :101-125
[5]   The Effectiveness of Branded Mobile Phone Apps [J].
Bellman, Steven ;
Potter, Robert F. ;
Treleaven-Hassard, Shiree ;
Robinson, Jennifer A. ;
Varan, Duane .
JOURNAL OF INTERACTIVE MARKETING, 2011, 25 (04) :191-200
[6]   How much should we trust differences-in-differences estimates? [J].
Bertrand, M ;
Duflo, E ;
Mullainathan, S .
QUARTERLY JOURNAL OF ECONOMICS, 2004, 119 (01) :249-275
[7]   Battle of the Retail Channels: How Product Selection and Geography Drive Cross-Channel Competition [J].
Brynjolfsson, Erik ;
Hu, Yu ;
Rahman, Mohammad S. .
MANAGEMENT SCIENCE, 2009, 55 (11) :1755-1765
[8]   Some practical guidance for the implementation of propensity score matching [J].
Caliendo, Marco ;
Kopeinig, Sabine .
JOURNAL OF ECONOMIC SURVEYS, 2008, 22 (01) :31-72
[9]   Double/debiased machine learning for treatment and structural parameters [J].
Chernozhukov, Victor ;
Chetverikov, Denis ;
Demirer, Mert ;
Duflo, Esther ;
Hansen, Christian ;
Newey, Whitney ;
Robins, James .
ECONOMETRICS JOURNAL, 2018, 21 (01) :C1-C68
[10]   The Nature of the Firm [J].
Coase, R. H. .
ECONOMICA-NEW SERIES, 1937, 4 (16) :386-405