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"Penelitian ini bertujuan untuk mengukur tingkat antusiasme masyarakat terhadap pengoperasian layanan transportasi berbasis rel yaitu LRT DKI Jakarta. Penelitian ini menganalisis kesediaan untuk membayar dan kesediaan untuk berpindah pengguna kendaraan pribadi terhadap layanan LRT DKI Jakarta dengan menggunakan model pilihan. Pada penelitian ini digunakan metode Revealed Preference RP dan Stated Preference (SP). Data yang didapat dilakukan analisis hubungan Willingness to Pay dan Willingness to Shift dan analisis tarif termahal, lalu dilakukan uji korelasi & uji signifikansi Spearman, selanjutnya dibangun model utilitasnya dan dilakukan uji kelayakan model Hosmer & Lemeshow dan uji Omnibus. Setelah dihasilkan model dari setiap kelompok data, dilakukan uji validasi untuk menghasilkan nilai Root Mean Square Error, lalu dilakukan pemilihan model berdasarkan hasil uji uji. Pada model yang terpilih dilakukan uji sensitifitas untuk mengetahui variabel paling sensitif. Hasil dari penelitian ini adalah potensi perpindahan moda pada kelompok pengguna motor adalah 49.2% pada tarif Rp 15.000, 68.6% pada tarif Rp 12.500, 83.1% pada tarif Rp 10.000, 91.7% pada tarif Rp 8.500, 96.1% pada tarif Rp 6.500 dan 98.2% pada tarif Rp 5.000 dan pada kelompok pengguna mobil adalah 50.2% pada tarif Rp 15.000, 64.2% pada tarif Rp 12.500, 76.1% pada tarif Rp 10.000, 85.0% pada tarif Rp 8.500, 90.9% pada tarif Rp 6.500 dan 94.7% pada tarif Rp 5.000.

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This study intends to calculate peoples enthusiasm of the LRT DKI Jakarta service. This study analyzes the willingness to pay and willingness to shift of the private transportation user for LRT DKI Jakarta Service using choice model. The survey methods being used are Revealed Preference RP and Stated Preference SP. The data obtained will be analyzed on the relationship between Willingness to Pay and Willingness to Shift and the most expensive price analysis, the Spearman correlation test & Significance test are performed, then the utility model is built and the feasibility test of the Hosmer & Lemeshow model and the Omnibus test. After the model of each data group is generated, a validation test is performed to produce the value of Root Mean Square Error, then the model is selected based on the results of the tests. In the selected model, a sensitivity test is performed to determine the most sensitive variable. The results of this study are probabilities of mode shifting on specific price. The potentials for motorcycle user group are 49.2% at Rp 15,000, 68.6% at Rp 12,500, 83.1% at Rp 10,000, 91.7% at Rp 8,500, 96.1% at Rp 6,500 and 98.2% at Rp 5,000 and for the car user group are 50.2% at Rp. 15,000, 64.2% at Rp. 12,500, 76.1% at Rp. 10,000, 85.0% at Rp. 8,500, 90.9% at Rp. 6,500 and 94.7% at Rp. 5,000."

"Pemerintah Kota Depok merencanakan jaringan trayek angkutan umum massal atau koridor utama kota. Pada peta kepadatan penduduk Kota Depok, terdapat kepadatan penduduk yang lebih tinggi pada wilayah infrastuktur jalan yang lain yang sejajar dengan rute usulan pemerintah, sehingga terdapat potensi untuk dijadikan opsi rute lain dibandingkan dengan opsi rute yang sudah diusulkan pemerintah. Penelitian ini bertujuan untuk mengetahui rute terbaik antara opsi rute usulan pemerintah dengan opsi rute lainnya berdasarkan selisih pendapatan dan biaya operasional kendaraan. Penelitian dilakukan dengan menentukan opsi rute alternatif untuk dibandingkan dengan rute usulan pemerintah. Metode penelitian yang digunakan adalah metode regresi logistik, sehingga kebutuhan jenis data yang diperlukan adalah data nominal dan ordinal yang didapatkan melalui survei. Metode survei pada penelitian ini adalah dengan metode Stated Pereference dan Revealed Preference. Data survei dikelompokkan untuk dilakukan uji korelasi Spearman dan uji Stepwise, kemudian dibentuk model fungsi utilitas dan uji kelayakan, dilakukan uji validasi Root Mean Square Error untuk mendapatkan model terbaik, dan terakhir dilakukan uji komparasi Mann-Whitney. Penelitian ini menggunakan dasar SK Dirjen Perhubungan Darat No. 687 Tahun 2002 untuk menghitung biaya operasional kendaraan. Nilai selisih pendapatan dengan biaya operasional kendaraan yaitu sebesar Rp44.124.016 untuk rute usulan pemerintah, kemudian untuk rute opsi 1 sebesar Rp3.073.355, dan terakhir yaitu rute opsi 2 memiliki selisih sebesar Rp2.997.742. Rute terbaik layanan BST Depok sebagai feeder LRT di Stasiun Harjamukti adalah rute usulan pemerintah dengan keuntungan terbesar.

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The City Government of Depok is planning a network of mass public transport routes or the city's main corridors. On the population density map of Depok City, there is a higher population density in other road infrastructure areas that are parallel to the government's proposed route, so there is potential to be used as another route option compared to the route option that has been proposed by the government. This study aims to determine the best route between the government's proposed route options and other route options based on the difference in income and vehicle operating costs. The research was conducted by determining alternative route options to be compared with the government's proposed route. The research method used is the logistic regression method, so that the type of data needed is nominal and ordinal data obtained through surveys. The survey method in this study is the Stated Pereference and Revealed Preference methods. The survey data was grouped for the Spearman correlation test and the Stepwise test, then a utility function model and feasibility test were formed, a Root Mean Square Error validation test was carried out to get the best model, and finally the Mann-Whitney comparison test was carried out. This study uses the basis of SK Dirjen Perhubungan Darat No. 687 Tahun 2002 to calculate vehicle operating costs. The value of the difference between income and vehicle operating costs is Rp44.124.016 for the government's proposed route, then for the option 1 route it is Rp3.073.355, and finally, the option 2 route has a difference of Rp2.997.742. The best route for the Depok BST service as an LRT feeder at Harjamukti Station is the route proposed by the government with the biggest profit."

"LRT Jakarta dibangun untuk mengatasi permasalahan transportasi di DKI Jakarta, Rencana pembangunan LRT Jakarta akan dilanjutkan dari Velodrome hingga Dukuh Atas. Namun, saat ini terdapat moda transportasi lain dengan rute yang tumpang tindih/overlapping lebih dari 50% dengan LRT Jakarta, yaitu Transjakarta rute Pulogadung 2 – Dukuh Atas 2. Penelitian ini bertujuan untuk menganalisis variabel yang mempengaruhi berpindahnya pengguna Transjakarta, membuat model fungsi utilitas, dan menganalisis potensi kesediaan berpindah pengguna moda transportasi Transjakarta akibat pengoperasian LRT Jakarta rute Velodrome – Dukuh Atas. Penelitian ini menganalisis kebijakan terbaik terkait status operasional Transjakarta rute Pulogadung 2 – Dukuh Atas 2 ketika LRT Jakarta rute Velodrome – Dukuh Atas beroperasi. Metode analisis penelitian yang digunakan adalah metode analisis kuantitatif yaitu metode analisis data deskriptif dan metode analisis data inferensial (regresi logistik biner). Data yang dibutuhkan pada penelitian ini adalah data perjalanan responden untuk membagi kelompok data dan data preferensi kesediaan berpindah responden. Data tersebut didapat dengan metode survei yaitu metode stated preference dan revealed preference. Hasil data dikelompokkan dan dilakukan uji korelasi Spearman, kemudian dibentuk fungsi utilitas dari variabel yang berkorelasi kuat dan model tersebut diuji dengan uji kelayakan Omnibus dan Hosmer and Lemeshow Test. Selanjutnya, dilakukan uji validitas dengan membentuk model logit biner lalu diuji dengan metode Root Mean Square Error (RMSE) untuk membandingkan data real dan data model. Kemudian, dipilih model terbaik dari masing-masing kelompok data dan diakhiri dengan uji komparatif Mann-Whitney untuk melihat perbedaan dua kelompok data. Berdasarkan hasil model terbaik, potensi perpindahan moda transportasi dari transjakarta ke LRT Jakarta pada tarif Rp8.500 sebesar 5.99% untuk kelompok 1 dan 29.55% untuk kelompok 2. Hasil tersebut menunjukkan bahwa berlanjutnya operasional transjakarta merupakan kebijakan terbaik karena lebih dari 50% dari pengguna Transjakarta Koridor 4 tetap menggunakan Transjakarta ketika LRT Jakarta rute Velodrome – Dukuh Atas beroperasi.

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The Jakarta LRT was built to overcome transportation problems in DKI Jakarta. The Jakarta LRT development plan will continue from the Velodrome to Dukuh Atas. However, currently there are other modes of transportation with routes that overlap more than 50% with the Jakarta LRT, namely Transjakarta Pulogadung 2 – Dukuh Atas 2 route. This study aims to analyze the variables that influence the migration of Transjakarta users, create a utility function model and analyze the willingness potential of Transjakarta users for switching modes of transportation due to the operation of the Jakarta LRT for the Velodrome – Dukuh Atas route. This study analyzes the best policies related to the operational status of Transjakarta route Pulogadung 2 – Dukuh Atas 2 when the Jakarta LRT Velodrome – Dukuh Atas route is operating. The research analysis method used is the quantitative analysis method, namely the descriptive data analysis method and the inferential data analysis method (binary logistic regression). The data needed in this study are data of the respondents' travel routes to divide the data groups and data on the respondents' willingness to switch modes of transportation. The data will be obtained using a survey method, namely stated preference and revealed preference method. The results were then grouped and analyzed using the Spearman rank correlation test, then a utility function was formed from variables that were strongly correlated and the model was tested with the Omnibus and Hosmer & Lemeshow feasibility tests. Furthermore, validity was tested by forming a binary logit model and then tested with the Root Mean Square Error (RMSE) method to compare real data and model data. Then, the best model was selected from each data group and ended with the Mann-Whitney comparative test to see the differences between the two data groups. Based on the results of the best model, the potential for switching modes of transportation from Transjakarta to LRT Jakarta at a rate of IDR 8.500 is 5.99% for group 1 and 29.55% for group 2. These results indicate that continuing Transjakarta operations is the best policy because more than 50% of Transjakarta Corridor 4 users choose to continue using Transjakarta when the Jakarta LRT Velodrome – Dukuh Atas route operatesThe Jakarta LRT was built to overcome transportation problems in DKI Jakarta. The Jakarta LRT development plan will continue from the Velodrome to Dukuh Atas. However, currently there are other modes of transportation with routes that overlap more than 50% with the Jakarta LRT, namely Transjakarta Pulogadung 2 – Dukuh Atas 2 route. This study aims to analyze the variables that influence the migration of Transjakarta users, create a utility function model and analyze the willingness potential of Transjakarta users for switching modes of transportation due to the operation of the Jakarta LRT for the Velodrome – Dukuh Atas route. This study analyzes the best policies related to the operational status of Transjakarta route Pulogadung 2 – Dukuh Atas 2 when the Jakarta LRT Velodrome – Dukuh Atas route is operating. The research analysis method used is the quantitative analysis method, namely the descriptive data analysis method and the inferential data analysis method (binary logistic regression). The data needed in this study are data of the respondents' travel routes to divide the data groups and data on the respondents' willingness to switch modes of transportation. The data will be obtained using a survey method, namely stated preference and revealed preference method. The results were then grouped and analyzed using the Spearman rank correlation test, then a utility function was formed from variables that were strongly correlated and the model was tested with the Omnibus and Hosmer & Lemeshow feasibility tests. Furthermore, validity was tested by forming a binary logit model and then tested with the Root Mean Square Error (RMSE) method to compare real data and model data. Then, the best model was selected from each data group and ended with the Mann-Whitney comparative test to see the differences between the two data groups. Based on the results of the best model, the potential for switching modes of transportation from Transjakarta to LRT Jakarta at a rate of IDR 8.500 is 5.99% for group 1 and 29.55% for group 2. These results indicate that continuing Transjakarta operations is the best policy because more than 50% of Transjakarta Corridor 4 users choose to continue using Transjakarta when the Jakarta LRT Velodrome – Dukuh Atas route operatesThe Jakarta LRT was built to overcome transportation problems in DKI Jakarta. The Jakarta LRT development plan will continue from the Velodrome to Dukuh Atas. However, currently there are other modes of transportation with routes that overlap more than 50% with the Jakarta LRT, namely Transjakarta Pulogadung 2 – Dukuh Atas 2 route. This study aims to analyze the variables that influence the migration of Transjakarta users, create a utility function model and analyze the willingness potential of Transjakarta users for switching modes of transportation due to the operation of the Jakarta LRT for the Velodrome – Dukuh Atas route. This study analyzes the best policies related to the operational status of Transjakarta route Pulogadung 2 – Dukuh Atas 2 when the Jakarta LRT Velodrome – Dukuh Atas route is operating. The research analysis method used is the quantitative analysis method, namely the descriptive data analysis method and the inferential data analysis method (binary logistic regression). The data needed in this study are data of the respondents' travel routes to divide the data groups and data on the respondents' willingness to switch modes of transportation. The data will be obtained using a survey method, namely stated preference and revealed preference method. The results were then grouped and analyzed using the Spearman rank correlation test, then a utility function was formed from variables that were strongly correlated and the model was tested with the Omnibus and Hosmer & Lemeshow feasibility tests. Furthermore, validity was tested by forming a binary logit model and then tested with the Root Mean Square Error (RMSE) method to compare real data and model data. Then, the best model was selected from each data group and ended with the Mann-Whitney comparative test to see the differences between the two data groups. Based on the results of the best model, the potential for switching modes of transportation from Transjakarta to LRT Jakarta at a rate of IDR 8.500 is 5.99% for group 1 and 29.55% for group 2. These results indicate that continuing Transjakarta operations is the best policy because more than 50% of Transjakarta Corridor 4 users choose to continue using Transjakarta when the Jakarta LRT Velodrome – Dukuh Atas route operates."

"Guna menyediakan layanan yang dapat mempermudah mobilisasi untuk warga Kota Depok serta mengurangi kemacetan di kota tersebut, pemerintah Kota Depok merencanakan untuk menyediakan layanan berbasis rel Cibubur-Pondok Cina (LRT Cibubur-Pondok Cina). Penelitian ini memiliki tujuan untuk menganalisis faktor yang paling berpengaruh dalam menentukan potensi permintaan, menganalisis tarif yang paling sesuai, membuat model yang paling sesuai, dan menganalisis tingkat potensi permintaan dari penyelenggaraan LRT Cibubur-Pondok Cina. Metode analisis yng digunakan dalam penelitian ini yaitu menggunakan model logit binomial dengan pembangunan fungsi utilitas melalui pendekatan analisis regresi logistik. Proses pengambilan data dilakukan dengan menyebarkan kuesioner dengan menggunakan metode survei Revealed Preference dan Stated Preference. Kuesioner tersebut kemudian diuji menggunakan uji validitas dan uji reliabilitas. Data yang didapatkan dikelompokkan ke dalam beberapa kelompok data. Setiap kelompok data dilakukan uji korelasi dengan metode Rank Spearman dan dilakukan pula metode Stepwise untuk menentukkan variabel bebas yang masuk ke dalam pemodelan. Setelah itu, dilakukan proses pembentukan fungsi utilitas, uji kelayakan, dan uji validasi serta dilakukan pemilihan model terbaik. Berdasarkan pengolahan data yang telah dilakukan, diketahui bahwa variabel yang paling berpengaruh terhadap potensi perminataan LRT Cibubur-Pondok Cina adalah Biaya 1 Kali Perjalanan, Tarif LRT, dan Penghematan Waktu, dengan tarif yang paling sesuai menurut preferensi responden adalah sebesar Rp10.000,00. Model yang digunakan dalam menentukan potensi permintaan diantaranya U = -0.472 + 0.289X11, U = 5.944 - 1.503X16, dan U = 1.328 - 0.309X17. Potensi permintaan penyelenggaraan LRT Cibubur-Pondok Cina berdasarkan preferensi tarif sebesar Rp10.000,00 adalah 80.77%.

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In order to provide services that can facilitate mobilization for Depok City residents and reduce congestion in the city, the Depok City government plans to provide Cibubur-Pondok Cina rail-based services (Cibubur-Pondok Cina LRT). This study aims to analyze the most influential factors in determining potential demand, analyze the most suitable tariff, create the most suitable model, and analyze the level of potential demand for the implementation of the Cibubur-Pondok Cina LRT. The analytical method used in this study is to use a binomial logit model with the construction of a utility function through a logistic regression analysis approach. The data collection process was carried out by distributing questionnaires using the Revealed Preference and Stated Preference survey methods. The questionnaire was then tested using validity and reliability tests. The data obtained were grouped into several data groups. Each group of data was tested using the Rank Spearman method and the Stepwise method was also used to determine the independent variables included in the modeling. After that, the process of forming a utility function, feasibility test, and validation test is carried out and the best model is selected. Based on the data processing that has been done, it is known that the variables that have the most influence on the potential demand for the Cibubur-Pondok Cina LRT are the Cost of 1 Trip, LRT Tarrifs, and Time Savings, with the most suitable tariff according to respondents' preferences being IDR 10,000.00. The models used in determining potential demand include U = -0.472+0.289X11, U = 5.944-1.503X16, and U = 1.328-0.309X17. The potential demand for the implementation of the Cibubur-Pondok Cina LRT based on tariff preferences of Rp10,000.00 is 80.77%."