Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia
This paper develops a Stated Preference (SP) experiment that provides a way to measure users’ travel demand in public transport. This paper introduces an empirical procedure for optimising the SP experiment. This procedure permits the identification of the choice alternatives defining the experime...
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| Format: | Article |
| Language: | English |
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Penerbit UMP
2022
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/37267/ http://umpir.ump.edu.my/id/eprint/37267/1/Logistic%20regression%20approach%20in%20studying%20travel.pdf |
| _version_ | 1848825205435138048 |
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| author | Mohd Ali, Nur Fahriza Mohd Sadullah, Ahmad Farhan Zulkiple, A. |
| author_facet | Mohd Ali, Nur Fahriza Mohd Sadullah, Ahmad Farhan Zulkiple, A. |
| author_sort | Mohd Ali, Nur Fahriza |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper develops a Stated Preference (SP) experiment that provides a way to measure users’ travel demand in public transport. This paper introduces an empirical procedure for optimising the SP experiment. This procedure permits the identification of the choice alternatives defining the experiment by simulating the choices of a user sample. By using the data collected from a survey, a Logit model was calibrated. This model is a way of identifying the importance of service quality attributes on global users’ satisfaction which provides an operationally appealing measure of current or potential service effectiveness. The result shows that out-ofvehicle time gives a great impact towards users’ mode choice |
| first_indexed | 2025-11-15T03:25:13Z |
| format | Article |
| id | ump-37267 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T03:25:13Z |
| publishDate | 2022 |
| publisher | Penerbit UMP |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-372672023-03-10T04:03:15Z http://umpir.ump.edu.my/id/eprint/37267/ Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia Mohd Ali, Nur Fahriza Mohd Sadullah, Ahmad Farhan Zulkiple, A. HE Transportation and Communications TA Engineering (General). Civil engineering (General) This paper develops a Stated Preference (SP) experiment that provides a way to measure users’ travel demand in public transport. This paper introduces an empirical procedure for optimising the SP experiment. This procedure permits the identification of the choice alternatives defining the experiment by simulating the choices of a user sample. By using the data collected from a survey, a Logit model was calibrated. This model is a way of identifying the importance of service quality attributes on global users’ satisfaction which provides an operationally appealing measure of current or potential service effectiveness. The result shows that out-ofvehicle time gives a great impact towards users’ mode choice Penerbit UMP 2022-12 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/37267/1/Logistic%20regression%20approach%20in%20studying%20travel.pdf Mohd Ali, Nur Fahriza and Mohd Sadullah, Ahmad Farhan and Zulkiple, A. (2022) Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 4 (2). pp. 91-99. ISSN 2637-0883. (Published) https://doi.org/10.15282/mekatronika.v4i2.8948 https://doi.org/10.15282/mekatronika.v4i2.8948 |
| spellingShingle | HE Transportation and Communications TA Engineering (General). Civil engineering (General) Mohd Ali, Nur Fahriza Mohd Sadullah, Ahmad Farhan Zulkiple, A. Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title | Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title_full | Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title_fullStr | Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title_full_unstemmed | Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title_short | Logistic regression approach in studying travel demand during morning peak hour: A case study in Klang Komuter Station, Malaysia |
| title_sort | logistic regression approach in studying travel demand during morning peak hour: a case study in klang komuter station, malaysia |
| topic | HE Transportation and Communications TA Engineering (General). Civil engineering (General) |
| url | http://umpir.ump.edu.my/id/eprint/37267/ http://umpir.ump.edu.my/id/eprint/37267/ http://umpir.ump.edu.my/id/eprint/37267/ http://umpir.ump.edu.my/id/eprint/37267/1/Logistic%20regression%20approach%20in%20studying%20travel.pdf |