# Investigating the Influential Factors of Ride-Hailing Usage Frequency in the Post-Pandemic Era
## 4 Survey Results
### Results and Discussions
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\begin{tabular}{p{113.8 pt} p{113.8 pt} p{113.8 pt}} \hline \hline
**Items** & **Variables** & **Definition and Notes** \\ \hline Dependent variable & Usage frequency of ride-hailing users before/after the pandemic & 0 time per week = 1, 1 time per week = 2, 2 times per week = 3, 3 times per week = 4, \(\geq\)4 times per week = 5 \\ \hline \multirow{4}{*}{Travel characteristics} & Original travel mode & Walking = 1, Bicycle (public bike, electric bicycles, and free-floating bike sharing) = 2, Public transportation (bus and subway) = 3, Private car = 4, Taxi = 5 \\ \cline{2-3}  & Trip purpose & Commuter travel (working, schooling) = 1, Shopping = 2, Entertainment = 3, Official business = 4, Healthcare = 5 \\ \cline{2-3}  & Usage duration & \(<\)5 min = 1, 5–10 min = 2, 10–20 min = 3, 20–30 min = 4, \(>\)30 min = 5 \\ \hline \multirow{4}{*}{Travel characteristics} & Poor weather conditions & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \cline{2-3}  & Long travel time & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{4}{*}{Early departure time of travel} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \cline{2-3}  & High travel efficiency & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{4}{*}{Convenient and efficient} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \cline{2-3}  & High fares & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{4}{*}{Artitude perception attributes} & Environment is clean in-car & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \cline{2-3}  & Ride-hailing driver has good manner & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Good driving skills} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Long waiting time} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Worried about personal safety} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Worried about personal information security} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Worried about the risk of contact with others} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Avoid touching objects in the car} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{2}{*}{Avoid contact and conversation with the driver} & Strongly disagree = 1, Relatively disagree = 2, Not sure = 3, \\  & Relatively agree = 4, Strongly agree = 5 \\ \hline \multirow{4}{*}{Personal attributes} & Gender & Male = 1, Female = 2 \\ \cline{2-3}  & \multirow{2}{*}{Age} & Tenagers (\(\leq\)18) = 1, Adult (19–40) = 2, Middle-aged (41–65) = 3, \\  & Older adults (\(\geq\)66) = 4 \\ \cline{2-3}  & \multirow{2}{*}{Educational level} & Middle school or below = 1, Senior high school = 2, Associate degree = 3, Undergraduate = 4, Graduate or above = 5 \\ \cline{2-3}  & Occupation & Student = 1, Government officer = 2, Enterprise employee = 3, \\  & Retiree = 4, Others = 5 \\ \cline{2-3}  & Monthly income (CNY) & \(\leq\)5000 = 1, 5000–10,000 = 2, 10,000–15,000 = 3, \(\geq\)15,000 = 4 \\ \hline \multicolumn{3}{p{113.8 pt}}{Whether you own a car} & No = 1, Yes = 2 \\ \hline \hline \end{tabular}
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