Ende City, as one of the activity centers on Flores Island, has a fairly high level of community mobility. Activities going to schools, markets, offices, airports, and tourism areas cause the need for transportation to increase. The purpose of this study is to determine how big the role of transportation and the influence of online-based transportation on the online-based transportation system in Ende City. The collected data will be measured and analyzed statistically to identify patterns of relationships between existing variables, such as the relationship between usage factors (time, fare, comfort, security, and accessibility) and public perception of online transportation services. The number of samples, using the Slovin formula with the number of samples needed is ± 100 respondents. The data collection methods used are observation, interviews, questionnaires and literature studies. Based on the results of data processing and analysis, the time variable, fare variable, comfort variable, security variable and accessibility variable are obtained. Of these several factor variables, the fare variable is a superior factor variable of several other studied variables, which indicates that these variable factors are the priority of respondents in choosing the need for Online Passenger Transportation in Ende City, especially in the use of the Maxim application. It is hoped that further research will change the methods and analysis tools to increase insight into the Analysis of Passenger Online Transportation Needs.
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