Model Partisipasi Aktivitas oleh Pekerja Berdasarkan Durasi Aktivitas di Kota Banda Aceh
Keywords:
Model permintaan aktivitas, durasi aktivitas, pekerja, variabel endogen, variabel eksogen, EFAAbstract
Basis dari pemodelan permintaan aktivitas adalah keputusan perjalanan yang merupakan bagian dari proses penjadwalan aktivitas. Permintaan perjalanan terjadi akibat adanya partisipasi aktivitas rumah tangga oleh pekerja dan non pekerja di luar rumah dan waktu yang dihabiskan untuk melakukan aktivitas tersebut hingga kembali ke rumah. Tujuan dari penelitian ini adalah untuk mendapatkan model partisipasi aktivitas oleh pekerja berdasarkan durasi aktivitas, mengetahui hubungan antar variabel eksogen dan variabel endogen serta hubungan antar variabel endogen akibat adanya variabel eksogen. Penelitian ini terdiri dari 16 variabel eksogen dan 6 variabel endogen untuk pekerja. Daerah penelitian meliputi seluruh kecamatan di Kota Banda Aceh. Survey yang dilakukan adalah membagikan kuisioner dengan home interview, metode survey yang digunakan adalah Stratified Random Sampling. Untuk memperoleh hasil dipakai metode Structural Equation Modelling (SEM) model exploratory factor analysis (EFA) dengan menggunakan software statistic AMOS. Hasil dari EFA untuk pekerja pada aktivitas mandatory, aktivitas maintenance dan aktivitas discretionary, menunjukkan bahwa variabel eksogen yang dominan berpengaruh adalah tujuan perjalanan, mempengaruhi secara langsung, positif, dan signifikan terhadap variabel endogen. Hal ini berarti bahwa lamanya durasi aktivitas individu tergantung pada tujuan perjalanannya. Sedangkan hubungan antar variabel endogen pekerja untuk setiap jenis aktivitas berpengaruh secara langsung, negatif dan signifikan.
The basis of activity based modeling is a travel decision that part of the activity scheduling process. Travel requests occur due to the participation of household activities by workers and non-workers outside the home and the time spent while doing these activities until returning home. The purpose of this study is to obtain a model of participatory activity by workers based on the duration of activities, knowing the relationship between exogenous variables and endogenous variables and the relationship between endogenous variables due to the presence of exogenous variables. This study consisted of 16 exogenous variables and 6 endogenous variables for workers. The research area covers all sub-districts in Banda Aceh City. The survey was conducted by distributing questionnaires with home interviews, known as Stratified Random Sampling survey method. To obtain the results, the authors use the Structural Equation Modeling (SEM) model exploratory factor analysis (EFA) using AMOS statistical software. The results of EFA for workers in mandatory, maintenance, and discretionary activities indicate that the exogenous variable that is dominantly influential is the purpose of the trip, affecting directly, positively, and significantly towards endogenous variables. This means that the duration of individual activities depends on the purpose of the trip. While the relationship between endogenous variables has a direct, negative and significant effect.
References
Anggraini R, et al., 2007, Refining Albatross: Modelling Activity Generation and Allocation Decisions Using Tree Induction. International
DDSS Conference, Eindhoven University of Technology.
Anggraini R., 2009, Household Activity-Travel Behavior: Implementation of Within-Household Interactions, Dissertation Eindhoven University of Technology, The Netherlands.
Augusty Ferdinand, 2006, Metode Penelitian Manajemen: Pedoman Penelitian untuk skripsi, Tesis dan Disertai Ilmu Manajemen. Semarang: Universitas Diponegoro.
Balqis P., 2018, Analisis Model Bangkitan Pergerakan Pekerja dan Non Pekerja Berdasarkan Tingkat Pendapatan Rumah Tangga dan Durasi
Aktivitas di Kota Banda Aceh. Tesis Program Magister Teknik Sipil UNSYIAH, Banda Aceh.
Bhat C.R., 1997, Work travel mode choice and number of non-work commute stops. Tranpn Res.- B.Vol.31.No.1.pp.41-5,1977.
Bowman J.L., and Ben-Akiva M.E., 2000, Activitybased disaggregate demand model system with activity schedule. Transportation Research Part A 35 (2000)1-28. Chung et al., 2009, A structural Equation Model of Activity Participation and Travel Behavior Using Longitudinal Data. Department of Urban Planning and Engineering , Yonsei University ,134 Shinchon-Dong, Seodaemun-Gu, Seoul, 120-749, Republic of Korea.
Dinda R.P., 2018, Analisis Model Bangkitan Pergerakan Pengguna Sepeda Motor Untuk Home-Based Trip Berdasarkan Lokasi Tujuan Perjalanan, Durasi Aktivitas dan Tingkat Pendapatan Rumah Tangga (Study Kasus Kota Banda Aceh). Tesis Program Magister Teknik Sipil UNSYIAH, Banda Aceh.
Farina D.A., 2014, Model Bangkitan Aktivitas Bersama Berdasarkan Tipe Rumah Tangga. Tesis Program Magister Teknik Sipil UNSYIAH,
Banda Aceh.
Ghozali Imam, 2008, Aplikasi Analisis Multivariat dengan Program IBM SPSS 21, edisi 77, Penerbit UNDIP, Semarang.
Gliebe J and Koppelman, F., 2005, Modeling Household Activity-Travel Interaction as Parallel Constrain Choices. Transportation, 32, 449-471.
Gollob and McNally, 1996, A Model of Activity Participation and Travel Interactions between Household Heads. Institute of Transportation Studies University of California, Irvine Irvine, CA 92697-3600, U.S.A.
Hair dkk., 2006, Multivariate Data Analysis 6th Ed. New Jersey, Pearson Education
Joreskog G.K., & Goldberger S.A., 1975, Estimating of A Model With Multiple Indicators Multiple Causes of A Single Latent Variabel. Journal of the American Statistical Association, 70, 631- 639 Kitamura R., 1995, Applications Of Models of Activity Behavior For Activity Based Demand Forecasting. Presented at the Activity based travel forecasting conference, New Orleans, Louisiana.
Koppelman and Bhat, 2006, A Self Instructing Course In Mode Choice Modelling: Multinomial And Nested Logit Models. U.S Department of transportation federal transit administration. McNally, Michael G., 2000, The Activity-Based Approach. Paper UCI-ITS-AS-WP-00-4, Institute of Transportation Studies University of California, Irvine,USA
Raykov Tenko, 2006, A First Course in Structural Equation Modeling, Lawrence Erlbaum Associates, London.
Riyana R.I., 2018, Analisis Model Bangkitan Pergerakan Rumah Tangga Berdasarkan Gender Untuk Tujuan Aktivitas Dan Durasi Aktivitas Di Kota Banda Aceh. Tesis Program Magister Teknik Sipil UNSYIAH, Banda Aceh.
Srinivasan S., and Bhat, C.R., 2005, Modelling Houshold Inreaction in daily In-Home and Out-0f-Home Maintenance Activity Participation. Transportation, 32, 523-544
Sugiyono 2011, Metode Penelitian Kuantitatif, Kualitatif dan R&D. Alfabeta, Bandung.
Sugiarto et al., 2016, Explaining Differences in Acceptance Determinants Toward Congestion Charging Policies in Indonesia and Japan.
Sugiarto et al., 2017, Inclusion of latent constructs in utilitarian resource allocation model for analyzing revenue spending options in congestion charging policy.
Susana N., 2014, Model Bangkitan Aktivitas dari Pekerja dan Non Pekerja (Studi Kasus Kota Banda Aceh). Tesis Program Magister Teknik Sipil UNSYIAH, Banda Aceh.
Ortuzar J.D. dan Willumsen, L.G., 2011, Modeling Transport. New York: John Wiley and Sons.
Tamin O.Z., 2008, Perencanaan dan Pemodelan Transportasi, Penerbit ITB, Bandung.
Vovsha P., Peterson E, Donnely R., 2004, A Model for Allocation of Maintenance Activities to the Household Members, Papers Preented at The 83 th Annual Meeting of the TRB, Washington D.C.