Eksplorasi Faktor Penentu Dalam Preferensi Moda Transportasi Publik: Studi Empiris Pada Bus Trans Musi Palembang

Authors

  • Andi Supriyadi Universitas Bina Darma
  • Mukhlis Nahriri Bastam Universitas Indo Global Mandiri
  • Firdaus Firdaus Universitas Bina Darma

DOI:

https://doi.org/10.31851/c4d19q93

Keywords:

Transportasi Publik, Pemilihan Moda, Teori Perilaku Terencana, Teori Kepuasan Pelanggan

Abstract

Sektor transportasi di Indonesia menghadapi berbagai tantangan kompleks, termasuk ketergantungan yang tinggi pada layanan ojek dan kemacetan lalu lintas yang merugikan ekonomi serta kesehatan masyarakat. Meskipun telah dilakukan berbagai inisiatif, peningkatan jumlah kendaraan pribadi mengindikasikan perlunya penelitian lebih lanjut untuk merumuskan strategi dan kebijakan yang lebih efektif dalam mempromosikan penggunaan transportasi umum. Penelitian ini bertujuan untuk menganalisis profil demografis pengguna Bus Trans Musi, mengidentifikasi faktor-faktor kunci dan indikator yang mempengaruhi penggunaan layanan ini, serta mengevaluasi hubungan antara faktor-faktor tersebut. Model konseptual yang diusulkan dalam studi ini mengintegrasikan Teori Perilaku Terencana (TPB), Teori Kepuasan Pelanggan, dan variabel Kebijakan Manajemen Transportasi. Dengan melibatkan 155 responden yang merupakan pengguna Bus Trans Musi di Palembang, hasil penelitian menunjukkan bahwa mayoritas penumpang adalah perempuan (80%) berusia antara 10-25 tahun (70%). Sebagian besar penumpang adalah pekerja (45,3%) dan pelajar (38,7%), serta memiliki kendaraan pribadi (91,3%). Model konseptual yang dikembangkan mencakup 7 variabel dan 22 item pengukuran yang memenuhi kriteria validitas dan reliabilitas. Dari 16 hipotesis yang menghubungkan variabel laten, 11 hipotesis diterima dengan signifikansi positif, sementara 5 hipotesis ditolak karena kurangnya signifikansi positif. Temuan ini memberikan wawasan berharga untuk pengembangan strategi dan kebijakan transportasi yang lebih efektif di masa depan

References

Alfarajat, H. S., & Emeagwali, O. L. (2021). Antecedents of Service Innovative Behavior: The Role of Spiritual Leadership and Workplace Spirituality. Organizacija. https://doi.org/10.2478/orga-2021-0022

Ananda, R., & Astuti, Y. P. (2023). Analisis Sensitivitas Biaya Transportasi Optimal Pada Cv Ajp. Mathunesa Jurnal Ilmiah Matematika, 11(3), 383–390. https://doi.org/10.26740/mathunesa.v11n3.p383-390

Anindya, A. I., Nurlaela, S., Susetyo, C., & Wibowo, C. A. (2024). Analisis Potensi Jangkauan Layanan Rencana Station Koridor Bus Rapid Transit (BRT) Kota Surabaya. Jurnal Penataan Ruang, 8. https://doi.org/10.12962/j2716179x.v19i0.20166

Asim, S., Cai, L., & Makhdoom, H. ur R. (2019). Role of Top Management Advocacy in SME’s Business Sustainability: A Mediation Through Technology Opportunism. International Journal of Management and Sustainability. https://doi.org/10.18488/journal.11.2019.84.196.214

Ayyub, M., Muzakkir, M. A., Jayanti, R., Christyanti, R. D., & Fatimah, E. (2022). Implementasi Guscipus (Gui Scilab Kepuasan) Dalam Mengukur Tingkat Kepuasan Pelayanan Transportasi Di Pelabuhan Kayan Ii. JSB, 1(1), 31–39. https://doi.org/10.61323/jsb.v1i1.11

Chin, W., & Marcoulides, G. (1998). The Partial Least Squares Approach to Structural Equation Modeling. Modern Methods for Business Research, 8.

Efendi, A. I. E., Dudung, S. D. I., & Sudriyanto, E. (2024). Faktor Yang Mempengaruhi Kepuasan Dan Loyalitas Pengguna Angkutan Umum Menggunakan Pemodelan Partial Least Squares (Pls-Sem). Jurnal Penelitian Sekolah Tinggi Transportasi Darat, 14(2), 96–107. https://doi.org/10.55511/jpsttd.v14i2.657

Falola, H. O., Ogueyungbo, O., & Ojebola, O. (2020). Influence of Workplace Management Initiatives on Talent Engagement in the Nigerian Pharmaceutical Industry. F1000research. https://doi.org/10.12688/f1000research.23851.2

Forino, B. D., & Putranto, L. S. (2023). Persepsi Pengguna Transportasi Umum Di Jabodetabek Terhadap Integrasi Tarif Pt Jaklingko Indonesia. JMTS Jurnal Mitra Teknik Sipil, 71–84. https://doi.org/10.24912/jmts.v6i1.16430

Guetterman, T. C. (2019). Basics of Statistics for Primary Care Research. Family Medicine and Community Health. https://doi.org/10.1136/fmch-2018-000067

Hair, J. F., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3), 100027. https://doi.org/https://doi.org/10.1016/j.rmal.2022.100027

Hair, J. F., Black, W. C., Abin, B. J., & Anderson, R. E. (2014). Multivariate Data Analysis. In Pearson Eduction Limited (Vol. 1, Issue 6). Pearson Education Limited. https://doi.org/10.1038/259433b0

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.

Hair, J. F., Hult, G. T., Ringle, C., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (Second Edi). SAGE Publications, Inc.

Hawash, B., Mukred, M., Mokhtar, U. A., & Nofal, M. I. (2023). The Influence of Big Data Management on Organizational Performance in Organizations: The Role of Electronic Records Management System Potentiality. Interdisciplinary Journal of Information Knowledge and Management. https://doi.org/10.28945/5072

He, M., Hu, J., Wu, Y., & Ouyang, J. (2021). Determination of Starch and Amylose Contents in Various Cereals Using Common Model of Near-Infrared Reflectance Spectroscopy. International Food Research Journal. https://doi.org/10.47836/ifrj.28.5.12

Jankelová, N., Joniaková, Z., & Skorková, Z. (2021). Perceived Organizational Support and Work Engagement of First-Line Managers in Healthcare – The Mediation Role of Feedback Seeking Behavior. Journal of Multidisciplinary Healthcare. https://doi.org/10.2147/jmdh.s326563

Je, M., Kim, H., & Kim, Y. (2021). A Structural Equation Modelling Approach to Determine Factors of Bone Mineral Density in Korean Women. International Journal of Environmental Research and Public Health. https://doi.org/10.3390/ijerph182111658

Jiang, H., & Chen, Q. (2019). Determination of Adulteration Content in Extra Virgin Olive Oil Using FT-NIR Spectroscopy Combined With the BOSS–PLS Algorithm. Molecules. https://doi.org/10.3390/molecules24112134

Jonathan, M. N., Firdausy, C. M., & Andrew, R. (2024). Pengaruh Kualitas Layanan Dan Harga Terhadap Kepuasan Pelanggan Taman Impian Jaya Ancol. Jurnal Manajerial Dan Kewirausahaan, 6(4), 1001–1009. https://doi.org/10.24912/jmk.v6i4.32745

Li, L., Yu, J., Cheng, H., & Peng, M. (2021). A Smart Helmet-Based PLS-BPNN Error Compensation Model for Infrared Body Temperature Measurement of Construction Workers During COVID-19. Mathematics. https://doi.org/10.3390/math9212808

Listyalova, B., & Lawi, A. (2024). Penerapan Quality Function Deployment (Qfd) Untuk Meningkatkan Kepuasan Pelanggan Pada Umkm Risol Di Kota Batam. Jurnal Manajemen Rekayasa Dan Inovasi Bisnis, 3(1), 59–69. https://doi.org/10.62375/jmrib.v3i1.360

Martono, Y., Trihandaru, S., & Rondonuwu, F. S. (2018). Determination of Stevioside and Rebaudioside a in &Lt;i>Stevia Rebaudiana</I> Bertoni Leaves Using Near Infrared Spectroscopy and Multivariate Data Analysis. Indonesian Journal of Chemistry. https://doi.org/10.22146/ijc.25580

Massan, R. H., & Pahi, M. H. (2020). Impact of Mediating Role of Employees’ Creativity &Amp; Relationship of Leadership Styles and Employees’ Commitment to Change at Private Sector Universities in Sindh Province- Pakistan. Business and Management Research. https://doi.org/10.5430/bmr.v8n4p34

Miro, F., Mahada, I. F., & Eropa, V. Y. (2021). Analisis Potensi Penggunaan Moda Transportasi Kereta Api Terintegrasi Dengan Jalan Raya Sebagai Transportasi Kota Di Padang. Jurnal Transportasi Multimoda, 19(1), 48–54. https://doi.org/10.25104/mtm.v19i1.1851

Mishra, P., Pandey, C. K., Singh, U., Gupta, A., Sahu, C., & Keshri, A. (2019). Descriptive Statistics and Normality Tests for Statistical Data. Annals of Cardiac Anaesthesia. https://doi.org/10.4103/aca.aca_157_18

Mu’allimah, M., & Mashpufah, R. N. (2022). Analisis Kebijakan Pemerintah Provinsi DKI Jakarta Dalam Mengatasi Permasalahan Transportasi Di Perkotaan. Jurnal Manajemen Dan Ilmu Administrasi Publik (Jmiap), 291–296. https://doi.org/10.24036/jmiap.v3i4.334

Mukherjee, K., & Banerjee, N. (2017). Effect of Social Networking Advertisements on Shaping Consumers’ Attitude. Global Business Review. https://doi.org/10.1177/0972150917710153

Nikooyeh, B. (2021). Contribution of Vitamin D Status as a Determinant of Cardiometabolic Risk Factors: A Structural Equation Model, National Food and Nutrition Surveillance. BMC Public Health. https://doi.org/10.1186/s12889-021-11839-w

Nimako, S. G., Bondinuba, F. K., & Owusu, E. (2014). The Impact of PLS-SEM Training on Faculty Staff Intention to Use PLS Software in a Public University in Ghana. International Journal of Business and Economics Research. https://doi.org/10.11648/j.ijber.20140302.11

Ningsih, K., & Andani, I. G. A. (2023). Potensi Pengembangan Fasilitas Parkir Dan Menumpang (Park and Ride) Untuk Mendukung Pelayanan Bus Rapid Transit (BRT) Di Kawasan Perkotaan Purwokerto. Jurnal Penataan Ruang, 22. https://doi.org/10.12962/j2716179x.v18i1.15215

Paresa, J., Akbar, M., & Hayon, M. K. K. (2021). Analisis Pemilihan Kriteria Penggunaan Transportasi Umum. Musamus Journal of Civil Engineering, 4(01), 45–50. https://doi.org/10.35724/mjce.v4i01.4412

Prianto, A., Azis, R., Alkadri, Hasddin, Sambari, V. E. G., Maladeni, E. S., & Haydir. (2023). Penentuan Faktor Berpengaruh Dalam Pemilihan Moda Transportasi Perkotaan Berbasis Layanan Online Dan Konvensional Di Kota Kendari. Scej (Shell Civil Engineering Journal), 8(2), 51–58. https://doi.org/10.35326/scej.v8i2.5141

Qin, B., & Song, G. (2022). Internal Motivations, External Contexts, and Sustainable Consumption Behavior in China—Based on the TPB-ABC Integration Model. Sustainability. https://doi.org/10.3390/su14137677

Rafdinal, W., Putri, Y., & Ridhaningsih, F. (2021). Model Loyalitas Merek Pada Teh Kemasan Di Indonesia. Jurnal Riset Bisnis Dan Investasi, 6(2), 86–96. https://doi.org/10.35313/jrbi.v6i2.1923

Rizal, A. H., Bani, T. P., Sina, D. A. T., & Kumalawati, A. (2024). Pemilihan Moda Transportasi Umum Dan Transportasi Online Di Kabupaten Kupang. Warta Ardhia, 49(2), 60. https://doi.org/10.25104/wa.v49i2.548.60-68

Saputra, B., & Savitri, D. (2020). Penerapan Metode Importance Performance Analysis (IPA) Untuk Menganalisis Kinerja Suroboyo Bus Sebagai Moda Transportasi Umum Berdasarkan Tingkat Kepuasan Pengguna. Mathunesa Jurnal Ilmiah Matematika, 8(3), 239–253. https://doi.org/10.26740/mathunesa.v8n3.p239-253

Sharma, I., & Tiwari, V. (2023). Modeling the Impact of Techno‐stress and Burnout on Employees’ Work‐life Balance and Turnover Intention: A Job Demands‐resources Theory Perspective. Global Business and Organizational Excellence. https://doi.org/10.1002/joe.22206

Sheng, L., & Zhang, L. (2022). Understanding the Determinants for Predicting Citizens’ Travel Mode Change From Private Cars to Public Transport in China. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.1007949

Soetiyono, A., Kurnia, Y., & Kurnia, R. (2024). Pengaruh Penggunaan Chatbot Dan Asisten Virtual Terhadap Peningkatkan Kepuasan Pelanggan Serta Dampaknya Terhadap Pengambilan Keputusan Pembelian. Eco-Buss, 6(3), 1367–1381. https://doi.org/10.32877/eb.v6i3.1169

Ulfa, S., & Bringula, R. P. (2022). The Relationship Between Synchronous Online Training Preference and Online Student Engagements. Jurnal Pendidikan Teori Penelitian Dan Pengembangan. https://doi.org/10.17977/jptpp.v7i7.15514

Ullah, A., & Ameen, K. (2021). Statistical Analysis Used in LIS Research Produced by Pakistani Authors. Online Information Review. https://doi.org/10.1108/oir-02-2021-0092

Wicaksono, E., Safitri, E. M., Anam, M. A. S., & Bimantara, R. A. (2023). Analisis Kepuasan Pengguna Pada Aplikasi Gojek Mengguanakn Pendekatan Metode Delone-McLean. Sitasi, 3(1), 394–402. https://doi.org/10.33005/sitasi.v3i1.613

Widodo, A., Putranto, A. Y., Handajani, M., & Muldiyanto, A. (2023). Analisa Dan Evaluasi Sistem Transportasi Publik Bus Rapid Transit (Brt) Trans Semarang Koridor Iv Kota Semarang. Jurnal Civil Engineering Study, 3(01), 1–14. https://doi.org/10.34001/ces.03012023.1

Winni, Z. C., & Mataram, S. (2024). Perancangan Zine Penggunaan Transportasi Umum Guna Mengurangi Polusi Udara Bagi Dewasa Di Jakarta. Tuturrupa, 6(2), 101–110. https://doi.org/10.24167/tuturrupa.v6i2.11373

Zhang, H., Wang, X., Wang, F., Zhao, F., Li, X., Fan, G., Zhao, Z., & Guo, P. (2020). Rapid Prediction of Apparent Amylose, Total Starch, and Crude Protein by Near‐infrared Reflectance Spectroscopy for Foxtail Millet (Setaria Italica). Cereal Chemistry. https://doi.org/10.1002/cche.10281

Zhang, X., Liu, D., Wang, Y., & Du, H. (2021). Behavioral Intentions of Urban Rail Transit Passengers during the COVID-19 Pandemic in Tianjin, China: A Model Integrating the Theory of Planned Behavior and Customer Satisfaction Theory. Journal of Advanced Transportation, 2021, 8793101. https://doi.org/10.1155/2021/8793101

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Published

2025-06-30

How to Cite

Eksplorasi Faktor Penentu Dalam Preferensi Moda Transportasi Publik: Studi Empiris Pada Bus Trans Musi Palembang. (2025). Jurnal Deformasi, 10(1), 51-68. https://doi.org/10.31851/c4d19q93