Research Article
Analyzing Drivers’ Distractions due to Smartphone Usage: Evidence from AutoLog Dataset
Table 1
Measuring Data Reliability using Cronbach Alpha.
| Measurement Items | Correlation | Cronbach alpha | Item-test | Item-rest | Average inter-item |
| SN1Txt | 0.7424 | 0.7050 | 0.4235 | 0.9520 | SN2Txt | 0.7380 | 0.7008 | 0.4237 | 0.9520 | SN3Txt | 0.7303 | 0.7036 | 0.4235 | 0.9520 | SN4Txt | 0.6308 | 0.5449 | 0.4314 | 0.9535 | SN5Txt | 0.6915 | 0.6181 | 0.4278 | 0.9528 | SN6Txt | 0.6110 | 0.5550 | 0.4309 | 0.9534 | SN7Txt | 0.8327 | 0.7848 | 0.4196 | 0.9513 | SN8PCall | 0.7621 | 0.7482 | 0.4214 | 0.9516 | SN9PCall | 0.7911 | 0.7468 | 0.4214 | 0.9516 | SN10PCall | 0.7867 | 0.7697 | 0.4203 | 0.9526 | SN11PCall | 0.6652 | 0.6338 | 0.4270 | 0.9527 | SN1Mail | 0.6885 | 0.6588 | 0.4258 | 0.9524 | SN2Mail | 0.6655 | 0.6341 | 0.4270 | 0.9527 | SN3Mail | 0.7923 | 0.7710 | 0.4203 | 0.9514 | SN4Mail | 0.6033 | 0.5675 | 0.4304 | 0.9533 | SN5Mail | 0.5943 | 0.5579 | 0.4309 | 0.9534 | SN6Mail | 0.6130 | 0.5779 | 0.4299 | 0.9532 | Visual interface-1 | 0.7235 | 0.6965 | 0.4239 | 0.9521 | Visual interface-2 | 0.6476 | 0.6149 | 0.4280 | 0.9528 | Visual interface-3 | 0.7051 | 0.6766 | 0.4249 | 0.9523 | Visual interface-4 | 0.5465 | 0.5074 | 0.4333 | 0.9538 | Visual interface-5 | 0.5481 | 0.5091 | 0.4333 | 0.9538 | Visual interface-6 | 0.3752 | 0.3280 | 0.4425 | 0.9554 | Visual interface-7 | 0.6682 | 0.6368 | 0.4267 | 0.9526 | Recommended Interface-1 | 0.6295 | 0.5956 | 0.4287 | 0.9530 | Recommended Interface-2 | 0.7643 | 0.7406 | 0.4216 | 0.9516 | Recommended Interface-3 | 0.7153 | 0.6875 | 0.4242 | 0.9521 | Recommended Interface-4 | 0.6273 | 0.5931 | 0.4289 | 0.9530 | Observations 98 | Test scale | 0.4268 | 0.9542 |
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