DOI 10.60531/INSIGHTOUT.2024.2.8| LAI: SMART CITY TRANSITION_ INSIGHTOUT 2(2024)54A significant gendered difference can also be observed in table 2(Q5.3) for the average time required to reach the destination of the participants’most frequent journey. Figure 3 shows males takemore time to reach their usual destinations thanfemales. This argument is substantiated by the result of the in-depth interviews. By analysing the ratio of travel distance and average time taken withregard to males and females, figure 4 reveals thatmales generally have a lower average of kilometresper hour than females, confirming that males spendmore time to reach their destinations than females.than males regarding the reduction of travel timeand traffic congestion by using SBMS because theusage for females is rather unnecessary for theirmost frequent journeys.Five consideration factors were examined, and table2(Q7) identified accessible information as the onlyfactor showing a significant gendered difference inthe consideration of using transportation modes.Figure 6 demonstrates that females tend to pay lessconsideration to accessible information when deciding to use certain transportation modes than males.Since one benefit of using SBMS is to easily accesstraffic information concerning schedules and connections,23the lower priority of accessible information may contribute to the reason females use fewerroute-planning services.Fig. 4: Ratio of travel distance to average time taken bygenderLooking at the two statements questioning if SBMScan help reduce travel time and even traffic congestion, significant gendered differences are also revealed in table 2(Q6.1f, Q6.1g). Figure 5 suggests thatfemales tend to be unsure whether the travel timeand chance of traffic congestion could be reducedby SBMS. Interpreting this analysis together with theprevious results, the higher average of kilometresper hour implies that females exhibit a tendency totravel to familiar destinations, which perhaps arealso closer to their residential areas. This tendencypossibly explains their lower use of route-planningservices compared to males. Although a familiartravel environment does not contribute to less traffic congestion, travellers might know more about anyalternative solutions even without assistance fromSBMS. Therefore, females might be more doubtfulFig. 6: Accessible information as the main considerationfactor by genderb. Access to SBMSThis paper suggests seven problems of SBMS as thecommon issues faced by users. Referring to figure 7,app crashes, excessive battery or data usage, andincorrect ETA are the problems most identified bysurvey participants. However, table 3(Q4.3) revealsnone of them has observed gendered differences.Significant gender differences can only be observedfor the problems of limited availability of servicesand poor customer service(see figs. 8 and 9), whichare logically the problems encountered when utilising shared mobility services enabled by SBMS.