Bibliometric Analysis of Road Performance and Level of Service (LoS) Using VOSviewer
DOI:
https://doi.org/10.37253/leader.v3i4.10920Keywords:
Road Performance, Level of Service, Bibliometric AnalysisAbstract
This study aims to identify research trends, dominant themes, and keyword linkages in the scientific literature on road performance and level of service (LoS) using a bibliometric approach. Bibliographic data were collected from 1,000 publications using Publish or Perish and analyzed using VOSviewer software. The visualization results showed that the keywords "road performance", "traffic volume", "delay" and "capacity" were the main focus of the studies, reflecting the dominance of technical approaches based on operational indicators. The analysis also revealed a division of themes into several clusters, such as policy evaluation, technical aspects, and methodological approaches. The distribution of publications shows a significant upward trend since 2011, with a peak in 2022-2023. Authors from Indonesia are the largest contributors, although international publications are still dominated by developed countries. These findings indicate the need for a multidisciplinary approach to road performance assessment, including the integration of technical and social data, and the use of spatial technologies such as GIS to support more inclusive and sustainable transportation planning.
References
[1] A. I. Rifai, H. Thalib, D. Prayogo dan M. Isradi, “Customer Satisfaction and Road Performance in Long Segment Maintenance Contract: Application of an Urban Road Network.,” UIJRT United International Journal of Research & Technology, 3(09), p. 11, 2022.
[2] M. Isradi, P. Molina, A. I. Rifai, A. Mufhidin dan J. Prasetijo, “Evaluasi of Performance and Services of Integrated Transportation System (Case Study: Connecting Line between MRT Dukuh Atas Station and KRL Sudiran Station),” In Proceedings of the International , pp. 496-507, 2021.
[3] W. Wincent, A. I. Rifai dan M. Isradi, “The Road Performance Analysis in Jalan Ahmad Yani Batam Using IHCM 1997,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 103-116., 2022.
[4] J. Andreas, A. I. Rifai dan M. Taufik, “The analysis of road service level due to rail crossing: a case of railway cisauk station area, tangerang indonesia.,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 357-358, 2022.
[5] A. Andriyani, W. B. Dermawan, M. Isradi dan A. I. Rifai, “Operational Performance Analysis of Rapid Transit Bus (BRT) Corridor 11 in Pulogebang Bus Station.,” World Journal of Civil Engineering, pp. 71-80, 2021.
[6] A. Oktobrianto, A. I. Rifai dan A. F. Akhir, “The Traffic Characteristic Analysis of Jalan Ciater Raya South Tangerang, Indonesia.,” Indonesian Journal of Multidisciplinary Science, 1(1),, pp. 437-450., 2022.
[7] I. R. Andito, A. I. Rifai dan A. F. Akhir, “The Design of Alignment Horizontal Using Indonesia Highway Design Standard: A Case of Jalan Babat–Tapen, East Java.,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 199-210., 2022.
[8] M. Isradi, N. D. Nareswari, A. I. Rifai dan J. Prasetijo, “Performance Analysis of Road Section and Unsignalized Intersections in Order to Prevent Traffic Jams on Jl H. Djole–Jl. Pasar Lama,” International Journal of Civil Engineering,, 2021.
[9] E. Purnama, A. I. Rifai dan N. Nasrun, “Analysis of Road Performance Used Indonesian Highway Capacity Manual 1997: A Case Jalan KH Abdul Halim Majalengka-Indonesia.,” Citizen: Jurnal Ilmiah Multidisiplin Indonesia, vol. 2, pp. 888-895, 2022.
[10] M. N. Rachman, A. I. Rifai, A. Rijaluddin dan J. Prasetijo, “The Analysis of Rural Road Distress with Indonesian Standard: A Case of Majalengka-West Java,” Engineering Proceedings, vol. 84, no. 1, p. 58, 2025.
[11] L. P. Joseph, A. I. Rifai dan M. Taufik, “The Unsignaled Intersection Performance Analysis of Arterial Access Road at Karawang Barat 1Toll Gate, West Java,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 451-459, 2022.
[12] R. B. Nugroho, A. I. Rifai dan A. F. Akhir, “The Geometric Design of Horizontal Alignment: A Case of Bojonggede-Kemang Area Route, West Java Indonesia.,” Indonesian Journal of Multidisciplinary Science, pp. 331-343, 2022.
[13] H. A. Setiaputri, M. Isradi, A. I. Rifai, A. Mufhidin dan J. Prasetijo, “Analysis Of Urban Road Damage With Pavement Condition Index (PCI) And Surface Distress Index (SDI) Methods.,” ADRI International Journal of Sciences, Engineering and Technology, pp. 10-19, 2021.
[14] Y. Immanuel, A. I. Rifai dan J. Prasetijo, “The Road Performance Analysis of the Tuah Madani Roundabout, Batam-Indonesia,” Indonesian Journal of Multidisciplinary Science, pp. 27-36, 2022.
[15] A. A. Permana dan Y. A. Sari, “ANALYSIS OF THE IMPACT OF SIDE OBSTACLES ON ROAD PERFORMANCE: CASE STUDY OF THE KADIPATEN TRADITIONAL MARKET OF MAJALENGKA,” LEADER: Civil Engineering and Architecture Journal, vol. 2, no. 1, pp. 604-611, 2024.
[16] V. Vendhy, A. I. Rifai dan M. Isradi, “The Analysis Of Road Performance On Jalan Gajah Mada Batam, Indonesia,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 49-58, 2022.
[17] G. Immanuel, A. I. Rifai dan J. Prasetijo, “The Road Performances Analysis in Jalan Laksamana Bintan, Batam-Indonesia.,” Indonesian Journal of Multidisciplinary Science, 2022.
[18] A. I. Rifai, Y. A. Surgiarti, M. Isradi dan A. Mufhidin, “Analysis of Road Performance and the impact of Development in Pasar Minggu, Jakarta (Case Study of Jalan Lenteng Agung-Tanjung Barat,” International Journal of Civil Engineering, pp. 68-74, 2021.
[19] N. S. M. Shukri, Z. Ponrahono, Y. N. Sunoto dan W. N. W. W. Ghazali, “Evaluation of Level of Service (LOS) on routes of smart bus in Kajang, Selangor,” PLANNING MALAYSIA, vol. 18, no. 3, pp. 241 - 250, 2020.
[20] M. R. Hossain dan S. M. Waliullah, “Identification of necessity behind the construction of the third Shitalakhya bridge based on level of service (LOS) measurement parameters applicable for developing countries,” Journal of Urban Management, vol. 13, no. 1, pp. 88-106, 2024.
[21] M. Q. Kheder dan A. A. Mohammed, “Real-time traffic monitoring system using IoT-aided robotics and deep learning techniques,” Kuwait Journal of Science, vol. 51, no. 1, p. 100153., 2024.
[22] R. Kumar, “Bibliometric Analysis: Comprehensive Insights into Tools, Techniques, Applications, and Solutions for Research Excellence,” Spectrum of Engineering and Management Sciences, vol. 3, no. 1, pp. 45-62, 2025.
[23] C. İnce E, “Mapping the Path to Sustainable Urban Mobility: A Bibliometric Analysis of Global Trends and Innovations in Transportation Research,” Sustainability, vol. 17, no. 4, pp. 2071-1050, 2025.
[24] M. Rizelioğlu, “An extensive bibliometric analysis of pavement deterioration detection using sensors and machine learning: Trends, innovations, and future directions,” Alexandria Engineering Journal, vol. 112, pp. 349-366., 2025.
[25] E. C. İnce, “Mapping the Path to Sustainable Urban Mobility: A Bibliometric Analysis of Global Trends and Innovations in Transportation Research,” Sustainability, vol. 17, no. 4, pp. 2071-1050, 2025.
[26] P. G. V. Sinaga, A. I. Rifai dan M. Pamadi, “Bibliometric analysis of productivity instruments in construction management project management using Vosviewer,” OPSearch: American Journal of Open Research, vol. 3, no. 5, pp. 980-989, 2024.
[27] E. E. Pardosi dan A. I. Rifa'i, “Analysis of Road Performance to Overcome Congestion at Unsignalized Intersections (Case Study: Tanjung Buntung-Batam),” LEADER: Civil Engineering and Architecture Journal, pp. 228-235, 2023.
[28] R. J. Mugata dan M. Yusuf, “Effect of stakeholder analysis on performance of road construction projects in Elgeyo Marakwet County, Kenya,” International Journal of Research in Education and Social Sciences, pp. 88-106, 2018.
[29] L. R. Rosaria, A. I. Rifai dan J. Prasetijo, “The Geometric Design of Horizontal Alignment: A Case Of Post-Harvest Infrastructure Corn Drying Center, Tuban, East Java,” Indonesian Journal of Multidisciplinary Science, vol. 1, no. 1, pp. 224-236, 2022.
[30] S. Metekohy dan J. G. Metekohy, “ROAD PERFORMANCE ANALYSIS (CASE STUDY: JL. KAKIALY AMBON CITY),” Jurnal Indonesia Sosial Teknologi, p. 8, 2023.
[31] A. C. Tay dan H. H. Lee, “Traffic condition with road upgrading during construction and operation stages based on level-of-service (LOS),” In IOP Conference Series: Materials Science and Engineering, p. 344, 2018.
[32] R. Nurhasanah, A. Rifai, M. Taufik dan M. Isradi, “Persepsi Pengguna Jalan Terhadap Kerusakan Jalan: Kasus Majalengka-Jawa Barat.,” OPSearch: Jurnal Penelitian Terbuka Amerika, vol. 3, no. 10, pp. 258-267, 2024.
[33] R. Babit, V. Sharma dan A. K. Duggal, “Level of service concept in urban roads.,” International Journal of Engineering Science Invention Research & Development, p. 44, 2016.
[34] T. Martin, T. Thoresen dan U. Ai, “Estimating levels of service (LOS) for freight on rural roads.,” Road & Transport Research: A Journal of Australian and New Zealand Research and Practice,, pp. 48-63, 2017.
[35] E. Damaskou dan F. Kehagia, “Quality of service (QOS) of Urban roundabouts: A literature review.,” International Journal of Transportation Systems, vol. 2, 2017.
[36] M. Rastogi, “A Review Paper on Traffic Pollution.,” Asian Journal of Research in Business Economics and Management, vol. 11, pp. 118-123, 2021.
[37] M. R. Alfarizi, A. I. Rifai, I. Indrastuti dan J. Prasetijo, “Bibliometric Analysis of Cost and Time Management In Handling Avalanches on National Roads In Mountainous Areas Using BIM.,” Asian Journal of Social and Humanities, 2(9), 1941-1955., pp. 1941-1955., 2024.
[38] J. Budiono, A. I. Rifai, A. J. Saputra dan S. Handayani, “A Bibliometric Analysis Of Geotextile As Underground Filtration In Subsurface Drainage Towards Slope Stability Using Vosviewer.,” Journal of World Science, 3(6),, pp. 648-659., 2024.
[39] D. A. Gultom, A. I. Rifai, M. Pamadi dan M. Isradi, “Bibliometric Analysis Of High-Rise Building Planning With Cpm And Pert Methods Using Vosviewer.,” Journal of Social Science (JoSS), 3(6), 1437-1446., pp. 1437-1446., 2024.
[40] A. I. Rifai, D. Angtony, A. J. Saputra dan J. Prasetijo, “A Bibliometric Analysis of International Structural Engineering Standards Using VOS Viewer,” Engineering Proceedings,, pp. 84(1), 75., 2025.
[41] R. Valiant, A. I. Rifai, U. H. Umar dan M. Isradi, “Bibliometrics Analysis Of The Resistance Of Steel Materials In Building Structures To Fire.,” Journal of Social Research, 3(7)., 2024.
[42] J. Victory, A. I. Rifai, I. Indrastuti dan M. Isradi, “Bibliometric Analysis of Health and Safety Risk Management in Highrise Building Construction.,” Asian Journal of Engineering, Social and Health, 3(7), 1488-1498., p. 1489, 2024.
[43] F. Lurich, A. I. Rifai, A. J. Saputra dan J. Prasetijo, “Bibliometric Analysis of Sedimentation at Petrochemical Port Using Vosviewer.,” Asian Journal of Engineering, Social and Health, vol. 3, no. 7, pp. 1476-1487, 2024.
[44] M. A. Wahyudi, A. I. Rifai, A. J. Saputra dan J. Prasetijo, Bibliometric Analysis Of Urban Drainage Flood Management., Edunity Kajian Ilmu Sosial dan Pendidikan, : 3(6), 419-429., 2024.
[45] Y. A. T. Sinambela dan A. I. Rifai, “Bibliometric Analysis of Road Damage Due to High Rainfall Intensity in Mountainous Areas Using VOSviewer.,” OPSearch: American Journal of Open Research, pp. 940-952, 2024.
[46] S. M. A. Al Qudah, J. L. Fuentes-Bargues dan P. S. Ferrer-Gisbert, “Bibliometric analysis of the literature on risk management in the construction sector: Exploring current and future trends.,” Ain Shams Engineering Journal, p. 102843, 2024.
[47] Y. A. Sari, R. S. Indrawan, A. I. Rifai dan M. K. A. Lazi, “Roundabouts in Urban Mobility: A Bibliometric Review of Design and Performance.,” International Journal of Transport Development and Integration, vol. 9, no. 1, 2025.
[48] A. Hasan, A. Rifai, J. Prasetijo dan M. Isradi, “Analisis Efisiensi Manajemen Lalu Lintas di Simpang Tiga Rawa Hingkik, Bogor.,” OPSearch: Jurnal Penelitian Terbuka Amerika, vol. 3, no. 7, pp. 184-193, 2024.
[49] N. Donthu, S. Kumar, C. Ranaweera, D. Pattnaik dan A. Gustafsson, “Mapping of journal of services marketing themes: a retrospective overview using bibliometric analysis.,” Journal of Services Marketing, vol. 36, no. 3, pp. 340-363, 2022.
[50] R. Jastino, A. I. Rifai, A. Savitri dan S. Handayan, “Bibliometric Analysis of Risk Management of Water Distribution System.,” OPSearch: American Journal of Open Research, vol. 3, no. 4, pp. 953-960, 2024.