SEOUL, South Korea, Jan. 23, 2024 /PRNewswire/ — The number of elderly and mobility handicapped individuals has been increasing in South Korea. Statistics show that the number of elderly will increase over the next decade. Hence, the interest in equity for these people is becoming increasingly prominent. The subway is one of the most efficient transportation modes for mobility handicapped individuals regarding cost, time, and accessibility, especially when getting around the city.
Unfortunately, each subway station has different characteristics, in terms of its area, the number of mobility handicapped users, the available facilities, and so on. This could mean that some stations remain less accessible compared to others. In this regard, Professor Jonghwa Jeong from Sahmyook University, Korea, and Assistant Research Scientist Eun Hak Lee from the Texas A&M Transportation Institute in USA recently undertook a study to find the most equitable distribution of vertical transport facilities. It was made available online in Volume 25 of the Journal of Public Transportation on 28 October 2023.
The researchers defined equity as the number of vertical transport facilities compared to subway station attributes such as the number of mobility handicapped users and the size of the subway station. After that, they used the data envelopment analysis model to estimate the equity score of the subway stations. Facility and station data were obtained from open data portal, and user variables were obtained from smart card data. The subway station was set as the decision-making unit, the number of elevators, wheelchair lifts, and escalators were set as the output, and the number of handicapped user trips, the number of floors in a station, and its area were set as the input variables in the model.
Since equity was defined as the number of vertical transport facilities compared to the station characteristics, the inputs (station characteristics) were maintained to get the appropriate number of outputs (vertical transport facilities). Furthermore, the researchers used Tobit regression to understand the impact of each input on estimated equity score.
The results of these studies showed that the average equity score for the subway stations in Seoul is 0.48. This means that much more investment is needed to ensure an equity score of 1.00. Of the 257 stations considered in the study, 27 stations had a score of 1.00. They were generally medium-sized stations with a lower number of trips. The 27 stations that had a score of 0.48 were identified as smaller stations with a higher number of trips. In addition, 27 other stations with the lowest score of 0.19 were large stations with a medium number of trips. The Tobit regression showed that all the variables contributed significantly to the measure of equity.
The middle 27 stations required investments in elevators, while the bottom 27 stations required investments in escalators. The study also found that commercial and business districts of the city were the ones with the subway stations with lower scores, while residential areas had high-scoring subway stations. The researchers suggest that the strategy proposed in their study can be effective and efficient in enhancing the equity of vertical transport systems.
“With the equity score estimated from the proposed model, policymakers could invest in more equitable and efficient improvements in the public transportation system for the mobility handicapped by allocating transport facilities based on the needs of each station,” points out Prof. Jeong.
Reference
Title of original paper: Assessing equity of vertical transport system installation in subway stations for mobility handicapped using data envelopment analysis
Journal: Journal of Public Transportation
DOI: https://doi.org/10.1016/j.jpubtr.2023.100074
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SOURCE Sahmyook University
