From: The impact of contactless payment on cash usage at an early stage of diffusion
Entire sample | Credit cards | Debit cards | |||||||
---|---|---|---|---|---|---|---|---|---|
I | N-I | t test | I | N-I | t test | ||||
Variable | Mean | SD | N | Mean | Mean | Mean diff. | Mean | Mean | Mean diff. |
Income (in 1000) | |||||||||
< 25 | 0.202 | 0.402 | 5645 | 0.140 | 0.209 | − 0.060*** | 0.302 | 0.189 | 0.115*** |
25–49 | 0.28 | 0.449 | 5645 | 0.253 | 0.283 | − 0.029 | 0.285 | 0.280 | − 0.004 |
50–74 | 0.199 | 0.4 | 5645 | 0.201 | 0.199 | 0.003 | 0.169 | 0.203 | − 0.035 |
75–99 | 0.13 | 0.336 | 5645 | 0.133 | 0.129 | 0.001 | 0.097 | 0.134 | − 0.038** |
100–124 | 0.084 | 0.278 | 5645 | 0.090 | 0.084 | 0.004 | 0.058 | 0.088 | − 0.027* |
125–199 | 0.076 | 0.264 | 5645 | 0.111 | 0.072 | 0.037** | 0.053 | 0.078 | − 0.024* |
> 200 | 0.029 | 0.169 | 5645 | 0.072 | 0.025 | 0.044*** | 0.037 | 0.029 | − 0.012 |
Education | |||||||||
< High school | 0.042 | 0.2 | 5660 | 0.058 | 0.040 | 0.025 | 0.059 | 0.040 | 0.019 |
High school | 0.379 | 0.485 | 5660 | 0.250 | 0.393 | − 0.132*** | 0.461 | 0.368 | 0.098** |
Some college | 0.278 | 0.448 | 5660 | 0.277 | 0.278 | − 0.010 | 0.274 | 0.279 | − 0.015 |
College | 0.171 | 0.377 | 5660 | 0.198 | 0.168 | 0.022 | 0.145 | 0.174 | − 0.026 |
Post graduate | 0.13 | 0.336 | 5660 | 0.216 | 0.121 | 0.095*** | 0.060 | 0.138 | − 0.076*** |
Employment | |||||||||
Working | 0.648 | 0.478 | 5546 | 0.709 | 0.641 | 0.070*** | 0.733 | 0.637 | 0.099*** |
Retired | 0.208 | 0.406 | 5546 | 0.196 | 0.209 | − 0.015 | 0.126 | 0.218 | − 0.088*** |
Unemployed | 0.062 | 0.242 | 5546 | 0.045 | 0.064 | − 0.018 | 0.080 | 0.060 | 0.020 |
Other | 0.175 | 0.38 | 5660 | 0.140 | 0.178 | − 0.041** | 0.158 | 0.177 | − 0.022 |
Marital status | |||||||||
Single | 0.142 | 0.349 | 5660 | 0.110 | 0.145 | − 0.030* | 0.209 | 0.134 | 0.047 |
Married | 0.659 | 0.474 | 5660 | 0.674 | 0.657 | 0.010 | 0.610 | 0.664 | − 0.027 |
Separated | 0.147 | 0.354 | 5660 | 0.145 | 0.148 | − 0.005 | 0.166 | 0.145 | 0.016 |
Widowed | 0.052 | 0.222 | 5660 | 0.072 | 0.050 | 0.025* | 0.015 | 0.056 | − 0.036*** |
Age | |||||||||
< 25 | 0.045 | 0.206 | 5660 | 0.052 | 0.044 | 0.006 | 0.085 | 0.040 | 0.031 |
25–34 | 0.152 | 0.359 | 5660 | 0.119 | 0.155 | − 0.031 | 0.245 | 0.139 | 0.095** |
35–44 | 0.169 | 0.375 | 5660 | 0.228 | 0.163 | 0.066** | 0.165 | 0.170 | − 0.004 |
45–54 | 0.246 | 0.431 | 5660 | 0.242 | 0.246 | − 0.010 | 0.271 | 0.243 | 0.041 |
55–64 | 0.182 | 0.386 | 5660 | 0.141 | 0.186 | − 0.042** | 0.114 | 0.190 | − 0.071*** |
> 65 | 0.207 | 0.405 | 5660 | 0.219 | 0.206 | 0.012 | 0.120 | 0.218 | − 0.092*** |
Ethnicity | |||||||||
White | 0.765 | 0.424 | 5660 | 0.740 | 0.768 | − 0.029 | 0.588 | 0.787 | − 0.201*** |
Black | 0.142 | 0.349 | 5660 | 0.076 | 0.149 | − 0.070*** | 0.198 | 0.133 | 0.065** |
Asian | 0.031 | 0.174 | 5660 | 0.104 | 0.024 | 0.074*** | 0.058 | 0.028 | 0.038** |
Latino | 0.093 | 0.29 | 5660 | 0.113 | 0.091 | 0.023 | 0.180 | 0.081 | 0.107*** |
Other | 0.062 | 0.241 | 5660 | 0.081 | 0.060 | 0.025 | 0.155 | 0.051 | 0.098** |
Others | |||||||||
Male | 0.452 | 0.498 | 5660 | 0.434 | 0.454 | − 0.026 | 0.507 | 0.445 | 0.050 |
HH members | 1.276 | 1.566 | 5660 | 0.975 | 1.307 | − 0.353*** | 1.619 | 1.237 | 0.368** |
Revolver | 0.419 | 0.493 | 5602 | 0.499 | 0.410 | 0.086*** | 0.339 | 0.429 | − 0.078** |
Home owner | 0.71 | 0.454 | 5607 | 0.752 | 0.706 | 0.055* | 0.499 | 0.737 | − 0.223*** |