Bibliometric Analysis of Research Regarding Citarum River in Indonesia and Its Implication for Government Policy

Cipta Endyana; Hanny Hafiar; Ari Agung Prastowo; Ahmad Fudholi; Kholidil Amin

doi:10.22219/logos.v6i2.24903

Authors

Cipta Endyana Faculty of Geological Engineering, Universitas Padjadjaran, Indonesia
Hanny Hafiar Faculty of Communication Sciences, Universitas Padjadjaran, Indonesia
Ari Agung Prastowo Faculty of Communication Sciences, Universitas Padjadjaran, Indonesia
Ahmad Fudholi Research Centre for Electrical Power and Mechatronics, Universiti Kebangsaan Malaysia
Kholidil Amin Faculty of Communication Sciences, Universitas Padjadjaran, Indonesia

DOI:

https://doi.org/10.22219/logos.v6i2.24903

Keywords:

Environment, research mapping, research topics, research location, river

Abstract

Research mapping related to river revitalization has been carried out on areas experiencing severe pollution to provide a roadmap for knowledge and answers to a number of environmental issues surrounding rivers. Therefore, this study aims to map a number of research publications regarding the Citarum River, which is an important area for people in West Java. This river is currently the most polluted in Indonesia, which led to the implementation of the revitalization program initiated by the government known as "Citarum Harum". The bibliometric method was used in this research to determine annual trends, keywords, field grouping, and location. The results showed a fluctuating increase in the number of research publications on the Citarum River. Furthermore, the mapping results showed that topics, study groups, and locations related to this river were unevenly distributed. These findings indicated the need for coordination from the “Citarum Harum” program coordinator or government to develop a research roadmap and direct the researcher to examine topics and raise issues related to locations that are yet to be studied.

Downloads

Download data is not yet available.

References

Adhikari, S. (2020), “Temporal Dynamics of Land Use and Water Quality in Three Sub-Catchments of the Rur River, Germany”, Journal of Geoscience and Environment Protection, Vol. 08, pp. 36–47, doi: 10.4236/gep.2020.88004.

Ahmad, I., Ahmed, G., Shah, S.A.A. and Ahmed, E. (2020), “A decade of big data literature: analysis of trends in light of bibliometrics”, Journal of Supercomputing, Vol. 76 No. 5, pp. 3555–3571, doi: 10.1007/s11227-018-2714-x.

Ahmi, A. and Mohamad, R. (2019), “Bibliometric Analysis of Global Scientific Literature on Web Accessibility”, International Journal of Recent Technology and Engineering (IJRTE), Vol. 7 No. 6S2, doi: 10.1101/2020.03.19.20038752.

Al-badaii, F., Shuhaimi-othman, M. and Gasim, M.B. (2013), “Water Quality Assessment of the Semenyih River ”, Journal of Chemistry, Vol. 2013 No. Article ID 871056, pp. 112–122, doi: http://dx.doi.org/10.1155/2013/871056.

Aria, M. and Cuccurullo, C. (2017), “Bibliometrix: An R-tool for comprehensive science mapping analysis”, Journal of Informetrics, Elsevier Ltd, Vol. 11 No. 4, pp. 959–975, doi: 10.1016/j.joi.2017.08.007.

Bauman, A. and Bachmann, R. (2017), “Online consumer trust: Trends in research”, Journal of Technology Management and Innovation, Vol. 12 No. 2, pp. 68–79, doi: 10.4067/S0718-27242017000200008.

Bey, M., Hamidat, A. and Nacer, T. (2021), “Eco-energetic feasibility study of using grid-connected photovoltaic system in wastewater treatment plant”, Energy, Elsevier Ltd, Vol. 216, p. 119217, doi: 10.1016/j.energy.2020.119217.

Bezak, N., Mikoš, M., Borrelli, P., Alewell, C., Alvarez, P., Anache, J.A.A., Baartman, J., et al. (2021), “Soil erosion modelling: A bibliometric analysis”, Environmental Research, Vol. 197 No. March, doi: 10.1016/j.envres.2021.111087.

Chazanah, N., Muntalif, B.S., Rahmayani, R.A. and Sudjono, P. (2020), “Macrozoobentos distribution as a bioindicator of water quality in the upstream of the citarum river”, Journal of Ecological Engineering, Polish Society of Ecological Engineering (PTIE), Bandung Institute of Technology, Indonesia, Vol. 21 No. 3, pp. 10–17, doi: 10.12911/22998993/116335.

Chen, D., Bi, B., Luo, Z.H., Yang, Y.W., Webber, M. and Finlayson, B. (2018), “A scientometric review of water research on the Yangtze river”, Applied Ecology and Environmental Research, Vol. 16 No. 6, pp. 7969–7987, doi: 10.15666/aeer/1606_79697987.

Conallin, J., Boegh, E. and Jensen, J.K. (2010), “Instream physical habitat modelling types: An analysis as stream hydromorphological modelling tools for EU water resource managers”, International Journal of River Basin Management, Vol. 8 No. 1, pp. 93–107, doi: 10.1080/15715121003715123.

Darmani, A., Ramirez-Portilla, A. and Dwaikat, N. (2013), “12 Years of Scholary Research: Content and Trend Analysis of the Journal Creativity and Innovation Management”, The 22nd International Conference on Management of Technology – IAMOT, p. 17.

Dehghanbanadaki, H., Seif, F., Vahidi, Y., Razi, F., Hashemi, E., Khoshmirsafa, M. and Aazami, H. (2020), “Bibliometric analysis of global scientific research on Coronavirus (COVID-19)”, Medical Journal of the Islamic Republic of Iran, Vol. 34.51, doi: 10.34171/mjiri.34.51.

Disman, D., Ali, M. and Syaom Barliana, M. (2017), “The Use of Quantitative Research Method and Statistical Data Analysis in Dissertation: an Evaluation Study”, International Journal of Education, Vol. 10 No. 1, pp. 46–52, doi: 10.17509/ije.v10i1.5566.

Dunca, A.M. (2018), “Water pollution and water quality assessment of major transboundary rivers from Banat (Romania)”, Journal of Chemistry, Vol. 2018 No. Article ID 9073763, doi: 10.1155/2018/9073763.

Endyana, C., Hafiar, H. and Mahameruaji, J.N. (2021), “The Information Analysis And The Review Of Research Results As A Source Of Knowledge For The Mapping Of Advanced Research (Bibliometric analysis of the research on The Citarum River)”, Library Philosophy and Practice (e-Journal), Vol. 2021, pp. 1–10.

Fiala, D. and Tutoky, G. (2017), “Computer science papers in web of science: A bibliometric analysis”, Publications, Vol. 5 No. 4, pp. 1–16, doi: 10.3390/publications5040023.

Gautam, A., Shankar, R. and Vrat, P. (2021), “End-of-life solar photovoltaic e-waste assessment in India: a step towards a circular economy”, Sustainable Production and Consumption, Elsevier B.V., Vol. 26, pp. 65–77, doi: 10.1016/j.spc.2020.09.011.

Geng, D., Feng, Y. and Zhu, Q. (2020), “Sustainable design for users: a literature review and bibliometric analysis”, Environmental Science and Pollution Research, Environmental Science and Pollution Research, Vol. 27 No. 24, pp. 29824–29836, doi: 10.1007/s11356-020-09283-1.

Ghenai, C., Rasheed, M.A., Alshamsi, M.J., Alkamali, M.A., Ahmadb, F.F. and Inayat, A. (2020), “Design of Hybrid Solar Photovoltaics/Shrouded Wind Turbine Power System for Thermal Pyrolysis of Plastic Waste”, Case Studies in Thermal Engineering, Vol. 22 No. 100773, doi: https://doi.org/10.1016/j.csite.2020.100773.

Guo, Z., Wang, D., Zhang, L., Huang, H. and Wang, D. (2021), “Bibliometric Analysis of Research on the Water and Sediment Environment in the Middle Lower Changjiang River Basin”, IOP Conference Series: Earth and Environmental Science, Vol. 668 No. 1, pp. 0–10, doi: 10.1088/1755-1315/668/1/012047.

den Haan, R.J., Fliervoet, J.M., van der Voort, M.C., Cortes Arevalo, V.J. and Hulscher, S.J.M.H. (2019), “Understanding actor perspectives regarding challenges for integrated river basin management”, International Journal of River Basin Management, Vol. 17 No. 2, pp. 229–242, doi: 10.1080/15715124.2018.1503186.

Hafiar, H., Limilia, P., Prastowo, A.A., Amin, K. and Sofyan, D. (2022), “Research and publication trends: Sports branding on the movie”, ProTVF, Vol. 6 No. 2, pp. 164–184, doi: 10.24198/ptvf.v6i2.39909.

Horri, A. (2004), “Bibliometric Overview of Library and Information Science Research Productivity in Iran”, Journal of Education for Library and Information Science, Vol. 45 No. 1, p. 15, doi: 10.2307/40323918.

Husain, S., Raza, A. and Gul, R. (2018), “Literature on River Ganga : A Bibliometric Analysis”, Journal of Indian Library Association, Vol. 54 No. 1.

Lestari, P., Hafiar, H. and Amin, K. (2021), “Pemetaan riset terkait tayangan sinetron televisi di Indonesia dalam perspektif akademik”, ProTVF, Vol. 5 No. 2, p. 163, doi: 10.24198/ptvf.v5i2.35254.

Li, N., Zhang, X., Zhao, M., Zhang, Y., Yuan, Y., Lu, X., Zhang, H., et al. (2020), “Integrating solar photovoltaic capacitor into algal-bacterial photo-bioelectrochemical system towards all-weather synchronous enhanced antibiotic and nitrogen removal from wastewater”, Journal of Cleaner Production, Elsevier Ltd, Vol. 272, p. 122661, doi: 10.1016/j.jclepro.2020.122661.

Martín-Martín, A., Thelwall, M., Orduna-Malea, E., López-Cózar, E.D. and Delgado López-Cózar, E. (2021), “Google scholar, microsoft academic, scopus, dimensions, web of science, and opencitations’ COCI: A multidisciplinary comparison of coverage via citations”, Scientometrics, Springer International Publishing, Vol. 126 No. 1, pp. 871–906, doi: 10.1007/s11192-020-03690-4.

Molatudi, M., Molotja, N. and Pouris, A. (2009), “A bibliometric study of bioinformatics research in South Africa”, Scientometrics, Vol. 81 No. 1, pp. 47–59, doi: 10.1007/s11192-007-2048-6.

Mudjiardjo, A.S.U., Moersidik, S.S. and Darmajanti, L. (2021), “Analysis of water pollution using the STORET method in the Upper Citarum Watershed”, in H., H. (Ed.), 1st Journal of Environmental Science and Sustainable Development Symposium, JESSD 2020, Vol. 716, IOP Publishing Ltd, School of Environmental Science, Universitas Indonesia, Central Jakarta, 10430, Indonesia, doi: 10.1088/1755-1315/716/1/012012.

Naidoo, N. (2011), “What is research? A conceptual understanding”, African Journal of Emergency Medicine, African Federation for Emergency Medicine, Vol. 1, pp. 47–48, doi: 10.1016/j.afjem.2011.05.011.

Ningrum, W.S., Widyaningsih, Y. and Indra, T.L. (2017), “Spatial modeling on the upperstream of the Citarum watershed: An application of geoinformatics”, in Y., A., Y., S. and J., S. (Eds.), 2nd International Conference on Applied Statistics: Statistics and Its Applications, ICAS 2016, Vol. 1827, American Institute of Physics Inc., Department of Mathematics, Faculty of Mathematics and Natural Science, Universitas Indonesia, Kampus Baru UI, Depok, Jawa Barat, 16424, Indonesia, doi: 10.1063/1.4979433.

Parlina, A., Ramli, K. and Murfi, H. (2020), “Theme mapping and bibliometrics analysis of one decade of big data research in the scopus database”, Information (Switzerland), Vol. 11 No. 2, pp. 1–26, doi: 10.3390/info11020069.

Patel, M. and Patel, N. (2019), “Exploring Research Methodology : Review Article”, International Journal of Research and Review, Vol. 6 No. 3, pp. 48–55.

Pratama, R.P., Rusdinar, A. and Wibawa, I.P.D. (2019), “Floating robot control system for monitoring water quality levels in citarum river”, 2019 IEEE International Conference on Internet of Things and Intelligence System, IoTaIS 2019, Institute of Electrical and Electronics Engineers Inc., School of Electrical Engineering, Telkom University, Bandung, Indonesia, pp. 206–211, doi: 10.1109/IoTaIS47347.2019.8980393.

Ramadhiani, A.F. and Suharyanto. (2021), “Analysis of river water quality and pollution control strategies in the upper Citarum River”, 2nd International Conference on Environment, Sustainability Issues, and Community Development, INCRID 2020, Vol. 623, IOP Publishing Ltd, Department of Environmental Engineering, Institut Teknologi Bandung, Bandung, 40132, Indonesia, doi: 10.1088/1755-1315/623/1/012052.

Rhee, G., Lim, J.Y., Hwangbo, S. and Yoo, C.K. (2021), “Evaluation of an integrated microalgae-based biorefinery process and energy-recovery system from livestock manure using a superstructure model”, Journal of Cleaner Production, Elsevier Ltd, Vol. 293 No. xxxx, p. 125325, doi: 10.1016/j.jclepro.2020.125325.

Sagastume Gutiérrez, A., Cabello Eras, J.J., Hens, L. and Vandecasteele, C. (2020), “The energy potential of agriculture, agroindustrial, livestock, and slaughterhouse biomass wastes through direct combustion and anaerobic digestion. The case of Colombia”, Journal of Cleaner Production, Elsevier Ltd, Vol. 269, p. 122317, doi: 10.1016/j.jclepro.2020.122317.

Salmerón-Manzano, E. and Manzano-Agugliaro, F. (2017), “Worldwide scientific production indexed by Scopus on labour relations”, Publications, Vol. 5 No. 25, doi: 10.3390/publications5040025.

Shareefa, M. and Moosa, V. (2020), “The Most-cited Educational Research Publications on Differentiated Instruction: A bibliometric analysis”, European Journal of Educational Research, Vol. 9 No. 1, pp. 331–349, doi: 10.12973/eu-jer.9.1.331.

Sholihah, Q., Kuncoro, W., Wahyuni, S., Puni Suwandi, S. and Dwi Feditasari, E. (2020), “The analysis of the causes of flood disasters and their impacts in the perspective of environmental law”, IOP Conference Series: Earth and Environmental Science, Vol. 437 No. 012056, pp. 1–7, doi: 10.1088/1755-1315/437/1/012056.

Solís, R.R., Medina, S., Gimeno, O. and Beltrán, F.J. (2019), “Solar photolytic ozonation for the removal of recalcitrant herbicides in river water”, Separation and Purification Technology, Elsevier B.V., Vol. 212, pp. 280–288, doi: 10.1016/j.seppur.2018.11.035.

Sousa, F.D.B. de. (2021), “Management of plastic waste: A bibliometric mapping and analysis”, Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 39 No. 5, pp. 664–678, doi: https://doi.org/10.1177/0734242X21992422.

Strydom, H. (2013), “An evaluation of the purposes of research in social work”, Social Work (South Africa), Vol. 49 No. 2, pp. 149–164, doi: 10.15270/49-2-58.

Sunardi, Kaniawati, K., Husodo, T., Malini, D.M. and Astari, A.J. (2012), “Distribution of Fish in the Upper Citarum River: an Adaptive Response to Physico-Chemical Properties”, HAYATI Journal of Biosciences, Institut Pertanian Bogor, Department of Biology and Institute of Ecology, Faculty of Mathematic and Natural Sciences, Padjadjaran University, Jalan Raya Bandung-Sumedang Km 21, Jatinangor, Sumedang, 45363, Indonesia, Vol. 19 No. 4, pp. 191–196, doi: 10.4308/hjb.19.4.191.

Tarango, J. and Machin-Mastromatteo, J.D. (2017), “Conceptualization of Scientific Productivity, Production, Dissemination, and Communication”, The Role of Information Professionals in the Knowledge Economy, doi: 10.1016/b978-0-12-811222-9.00002-9, doi: 10.1016/b978-0-12-811222-9.00002-9.

Tortajada, C. (2010), “Water governance: Some critical issues”, International Journal of Water Resources Development, Vol. 26 No. 2, pp. 297–307, doi: 10.1080/07900621003683298.

Troian, A. and Gomes, M.C. (2020), “A bibliometric analysis on the use of the multicriteria approach to the water resource management”, Gestao e Producao, Vol. 27 No. 2, pp. 1–18, doi: 10.1590/0104-530X4761-20.

Tuncer, A.D., Sözen, A., Afshari, F., Khanlari, A., Şirin, C. and Gungor, A. (2020), “Testing of a novel convex-type solar absorber drying chamber in dehumidification process of municipal sewage sludge”, Journal of Cleaner Production, Elsevier Ltd, Vol. 272, p. 122862, doi: 10.1016/j.jclepro.2020.122862.

Verasoundarapandian, G., Wong, C.Y., Shaharuddin, N.A., Gomez-Fuentes, C., Zulkharnain, A. and Ahmad, S.A. (2021), “A review and bibliometric analysis on applications of microbial degradation of hydrocarbon contaminants in arctic marine environment at metagenomic and enzymatic levels”, International Journal of Environmental Research and Public Health, Vol. 18 No. 4, pp. 1–31, doi: 10.3390/ijerph18041671.

Wang, Y., Xiang, C., Zhao, P., Mao, G. and Du, H. (2016), “A bibliometric analysis for the research on river water quality assessment and simulation during 2000–2014”, Scientometrics, Springer Netherlands, Vol. 108 No. 3, pp. 1333–1346, doi: 10.1007/s11192-016-2014-2.

Zhang, X., Estoque, R.C., Xie, H., Murayama, Y. and Ranagalage, M. (2019), “Bibliometric analysis of highly cited articles on ecosystem services”, PLoS ONE, Vol. 14 No. 2, p. e0210707, doi: 10.1371/journal.pone.0210707.