e-ISSN 2231-8526
ISSN 0128-7680
Dwi Puspitarini, I Nyoman Sudana Degeng, Henry Praherdhiono and Nunung Suryati
Pertanika Journal of Science & Technology, Volume 31, Issue 2, June 2023
DOI: https://doi.org/10.47836/pjssh.31.2.01
Keywords: Bibliometric, humanist character-moral ethic values, Islamic boarding school, systematic literature review, VV Online
Published on: 16 June 2023
This research presents a systematic literature review and bibliometric analysis of the studies on character education in Indonesian Islamic boarding schools from Scopus datasets from 2011 to 2020. With a determined flow diagram and interactive Vosviewer visualization, the urgent goals are to describe the important elements of the bibliography, i.e., publication trends, the collaboration of the authors (co-authorship), and the terms used in the title and abstract (co-occurrence). It also synthesizes applied methods and classifies noble moral values. The summary of the findings are (1) networks visualization shows detailed links for mapping the status of topics that have or have not been widely explored or discussed, (2) many names are grouped, which means that they are working together, (3) the co-occurrence visualization shows the most dominant keyword is “Islamic boarding school,” (4) the instilling methods are classified as role models (exemplary), habituation, media-assisted, and integrated daily activities, and (5) the humanitarian values are classified as religious, friendliness, communication, environmental and social awareness, also responsibility. This SLR and BA’s major contribution is an extensive summary of the systematic classification and mapping of character, moral, and ethical values, and methods, as well as of the relevant literature. The growth of these developing topics is a recommendation for researchers to integrate methods in multi-disciplines and for achieving typical positive values. Finally, this review provides ideas and recommendations for determining the direction of further research. By examining connected or disconnected networks, readers may independently research using online mapping to generate fresh study ideas.
Ali, H., Mukhtar, & Sofwan. (2016). Work ethos and effectiveness of management transformative leadership boarding school in the Jambi Province. International Journal of Applied Business and Economic Research, 14(11), 7451-7471.
Amri, M., Afifuddin, A., & Bin-Tahir, S. Z. (2018). Religious pluralism of the Indonesian traditional Islamic education institutions. Journal of Social Sciences Research, 4(12), 446-450. https://doi.org/10.32861/jssr.412.446.450
Anam, S., Degeng, I. N. S., Murtadho, N., & Kuswandi, D. (2019). The moral education and internalization of humanitarian values in pesantren. Journal for the Education of Gifted Young Scientists, 7(4), 815-834. https://doi.org/10.17478/jegys.629726
Arifin, F., Ulfiah, U., Sauri, S., & Koswara, N. (2022). Management of strengthening character education in fostering morals of Karimah Students at Madrasah Tsanawiyah, Bandung Regency. International Journal of Educational Research and Social Sciences, 3(5), 1920-1926. https://doi.org/10.51601/ijersc.v3i5.493
Arifin, I., Juharyanto, Mustiningsih, & Taufiq, A. (2018). Islamic crash course as a leadership strategy of school principals in strengthening school organizational culture. SAGE Open, 8(3). https://doi.org/10.1177/2158244018799849
Astuti, T. M. P., Kurniawan, E., Setyowati, D. L., Syifauddin, M., & Machmud, A. (2019). Living tourism and tolerance tourism of a multicultural society in lasem, rembang, central Java. International Journal of Innovation, Creativity and Change, 8(6), 319-331.
Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1(1), 377-386. https://doi.org/10.1162/qss_a_00019
Baehaqi, M. L., & Murdiono, M. (2020). Strengthening discipline character of students at Muhammadiyah Boarding-School (MBS) Muhiba Yogyakarta. Dinamika Ilmu, 20(1), 63-82. https://doi.org/10.21093/di.v20i1.1671
Baequni, Suryadi, & Hanim, Z. (2019). The school-based Pesantren in border state, an alternative to caracter education for children of Indonesian migrant workers ? International Journal of Innovative Technology and Exploring Engineering, 8(6), 26-29. https://doi.org/10.4108/eai.21-11-2018.2282026
Bartolini, M., Bottani, E., & Grosse, E. H. (2019). Green warehousing: Systematic literature review and bibliometric analysis. Journal of Cleaner Production, 226, 242-258. https://doi.org/10.1016/j.jclepro.2019.04.055
Berkowitz, M. W. (2011). What works in values education. International Journal of Educational Research, 50(3), 153-158. https://doi.org/10.1016/j.ijer.2011.07.003
Bettany-Saltikov, J. (2010). Learning how to undertake a systematic review: Part 1. Nursing Standard, 24(50), 47-55. https://doi.org/10.7748/ns2010.08.24.50.47.c7939
Bramantoro, T., Basiroh, E., Berniyanti, T., Setijanto, R. D., & Irmalia, W. R. (2020). Intention and oral health behavior perspective of Islamic traditional boarding school students based on theory of planned behavior. Pesquisa Brasileira Em Odontopediatria e Clinica Integrada, 20. https://doi.org/10.1590/pboci.2020.039
Brereton, P., Kitchenham, B. A., Budgen, D., Turner, M., & Khalil, M. (2007). Lessons from applying the systematic literature review process within the software engineering domain. Journal of Systems and Software, 80(4), 571-583. https://doi.org/10.1016/j.jss.2006.07.009
Cholil, A., & Zanuddin, H. (2018). Fostering political participation among students of pesantren through new media in Madura. International Journal of Engineering and Technology, 7(3.21 Special Issue 21), 441-447. https://doi.org/10.14419/ijet.v7i3.21.17210
Chrastina, J. (2018). Meta-synthesis of qualitative studies: Background, methodology and applications. In NORDSCI Conference proceedings 2018 (Book 1, pp. 121-129). https://doi.org/10.32008/NORDSCI2018/B1/V1/13
Cooper, C., Booth, A., Varley-Campbell, J., Britten, N., & Garside, R. (2018). Defining the process to literature searching in systematic reviews: A literature review of guidance and supporting studies. BMC Medical Research Methodology, 18(1), Article 85. https://doi.org/10.1186/s12874-018-0545-3
Delvi, R. R., & Rochmat, S. (2019). Character education at MAN 3 Palembang boarding school. Joint Proceedings of the International Conference on Social Science and Character Educations (IcoSSCE 2018) and International Conference on Social Studies, Moral, and Character Education (ICSMC 2018), 323, 298-303. https://doi.org/10.2991/icossce-icsmc-18.2019.54
Dewantara, K. H. (1977). Bagian I Pendidikan [Part I Education]. Majelis Luhur Perguruan Taman Siswa.
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133(April), 285-296. https://doi.org/10.1016/j.jbusres.2021.04.070
Ellegaard, O. (2018). The application of bibliometric analysis: Disciplinary and user aspects. Scientometrics, 116(1), 181-202. https://doi.org/10.1007/s11192-018-2765-z
Fatchan, A., Amirudin, A., & Soekamto, H. (2015). Education model “bandongan” for farmers society of agricultural skills training in the background of sosioculture “pesantren” in East Java. Mediterranean Journal of Social Sciences, 6(5), 515-523. https://doi.org/10.5901/mjss.2015.v6n5p515
Fawait, A., Setyosari, P. S., & Ulfa, S. (2020). Identification of factors affecting of character education program on high school students’ self-regulation skills. Journal for the Education of Gifted Young Scientists, 8(1), 435-450. https://doi.org/10.17478/jegys.683165
Hariyati, R. T. S. (2010). Mengenal systematic review theory dan studi kasus [Get to know systematic review theory and case studies]. Jurnal Keperawatan Indonesia, 13(2), 124-132. https://doi.org/10.7454/jki.v13i2.242
Hefner, C. M. (2019). On fun and freedom: Young women’s moral learning in Indonesian Islamic boarding schools. Journal of the Royal Anthropological Institute, 25(3), 487-505. https://doi.org/10.1111/1467-9655.13079
Helmi, M. (2020). Islamic corporate social responsibility: An exploratory study in Islamic microfinance institutions. The Journal of Asian Finance, Economics and Business, 7(12), 773–782. https://doi.org/10.13106/jafeb.2020.vol7.no12.773
Huang, C., Yang, C., Wang, S., Wu, W., Su, J., & Liang, C. (2020). Evolution of topics in education research: A systematic review using bibliometric analysis. Educational Review, 72(3), 281-297. https://doi.org/10.1080/00131911.2019.1566212
Huda, S., Muawanah, Munifah, Syazali, M., Palupi, E. K., Umam, R., & Tortop, H. S. (2020). Islamic education in supply chain system by prioritizing manners as a success factor of millennial generation on socializing. International Journal of Supply Chain Management, 9(2), 853-863.
Indra, H. (2019). Pesantren Salafiyah education to building the characters of nation. International Journal of Scientific and Technology Research, 8(10), 839-841.
Ismail, Thalib, S. B., Samad, S., & Mahmud, R. (2016). The development of character education model to improve students’ academic independence in Islamic Boarding School in Sinjai District, Indonesia. New Educational Review, 46(4), 29-39. https://doi.org/10.15804/tner.2016.46.4.02
Izfanna, D., & Hisyam, N. A. (2012). A comprehensive approach in developing akhlaq: A case study on the implementation of character education at Pondok Pesantren Darunnajah. Multicultural Education and Technology Journal, 6(2), 77-86. https://doi.org/10.1108/17504971211236254
Jia, F., & Jiang, Y. (2018). Sustainable global sourcing: A systematic literature review and bibliometric analysis. Sustainability (Switzerland), 10(3), 1-26. https://doi.org/10.3390/su10030595
Jones, P., Ewan, H., Lane, T., Adshead, J., Vasdev, N., & Rai, B. P. (2017). How to write a systematic review: Tips and tricks for surgeons in training. Journal of Clinical Urology, 10(2), 148-153. https://doi.org/10.1177/2051415816674114
Kamaruddin, S. A. (2012). Character education and students social behavior. Journal of Education and Learning (EduLearn), 6(4), 223.
Kitchenham, B., Brereton, O. P., Budgen, D., Turner, M., Bailey, J., & Linkman, S. (2009). Systematic literature reviews in software engineering – A systematic literature review. Information and Software Technology, 51(1), 7-15. https://doi.org/10.1016/j.infsof.2008.09.009
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. PLoS Medicine, 6(7), Article e1000100. https://doi.org/10.1371/journal.pmed.1000100
Lickona, T. (1997). The teacher’s role in character education. Journal of Education, 179(2), 62-80. https://doi.org/10.1177/002205749717900206
Linnenluecke, M. K., Marrone, M., & Singh, A. K. (2020). Conducting systematic literature reviews and bibliometric analyses. Australian Journal of Management, 45(2), 175-194. https://doi.org/10.1177/0312896219877678
Ma’arif, S. (2017). Teacher’s art of teaching improvement in Madrasah Mu’allimin Hasyim Asy’ari Jombang: Designning the quality of Islamic education and producing characterized children. Man in India, 97(19), 301-312.
Ma’arif, S. (2018). Education as a foundation of humanity: Learning from the pedagogy of pesantren in Indonesia. Journal of Social Studies Education Research, 9(2), 104-123.
Maghfirah, R. (2018). Anxiety uncertainty management in communication of Pattani Thailand students at Darul Ihsan islamic boarding school Aceh Besar. International Journal of Scientific and Technology Research, 7(7), 218-222.
Manshur, F. M. (2020). Typical literary works of pesantren on righteousness teaching within cultural transformation. Journal of Social Studies Education Research, 11(4), Article 4.
Manshuruddin, M., Rozana, S., & Abrianto, D. (2019). Character education in modern Islamic boarding schools: A model from Indonesia. European Journal of Social Sciences Studies, 4(4), 174-183. https://doi.org/10.46827/ejsss.v0i0.617
Mas’ud, A., Fuad, A. Z., & Zaini, A. (2019). Evolution and orientation of Islamic education in Indonesia and Malaysia. Journal of Indonesian Islam, 13(1), 1-20. https://doi.org/10.15642/JIIS.2019.13.1.21-49
Morrell, S. (2016). Modelling the influence on power draw of the slurry phase in Autogenous (AG), Semi-autogenous (SAG) and ball mills. Minerals Engineering, 89, 148-156. https://doi.org/10.1016/j.mineng.2016.01.015
Muassomah, Abdullah, I., Istiadah, Mujahidin, A., Masnawi, N., & Sohrah. (2020). Believe in literature: Character education for Indonesia’s youth. Universal Journal of Educational Research, 8(6), 2223-2231. https://doi.org/10.13189/ujer.2020.080605
Mukniah. (2020). Integrative thematic learning model to shape the student’s character. International Journal of Scientific and Technology Research, 9(4), 606-610.
Munfarida, N. (2017). The role of Islamic education teacher in developing CERIA concept for students. ATTARBIYAH: Journal of Islamic Culture and Education, 2(1), 104-127.
Musthan, Z. (2019). An effective leadership model for madrasah principals in Indonesia. Pertanika Journal of Social Sciences and Humanities, 27(1), 133-147.
Nightingale, A. (2009). A guide to systematic literature reviews. Surgery, 27(9), 381-384. https://doi.org/10.1016/j.mpsur.2009.07.005
Nofiaturrahmah, F. (2014). Metode pendidikan karakter di pesantren [Character education methods in Islamic boarding schools]. Jurnal Pendidikan Agama Islam, 11(2), 201-216. https://doi.org/10.14421/jpai.2014.112-04
Noorjutstiatini, W., Sanusi, A., Wasliman, I., & Muchtar, H. S. (2022). Tariqa-based education management to improve the character of students (Case study at Pesantren Al Jauhari Garut and Pesantren At-Tadzkir Majalengka). International Journal of Social Service and Research, 2(4), 344-364. https://doi.org/10.46799/ijssr.v2i4.107
Okoli, C., & Schabram, K. (2010). A guide to conducting a systematic literature review of information systems research. SSRN. https://doi.org/10.2139/ssrn.1954824
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, Article n71. https://doi.org/10.1136/bmj.n71
Perianes-Rodriguez, A., Waltman, L., & van Eck, N. J. (2016). Constructing bibliometric networks: A comparison between full and fractional counting. Journal of Informetrics, 10(4), 1178-1195. https://doi.org/10.1016/j.joi.2016.10.006
Petticrew, M., & Roberts, H. (2005). Systematic reviews in the social sciences: A practical guide (1st ed.). Wiley-Blackwell.
Piccolo, J. J., Taylor, B., Washington, H., Kopnina, H., Gray, J., Alberro, H., & Orlikowska, E. (2022). “Nature’s contributions to people” and peoples’ moral obligations to nature. Biological Conservation, 270, Article 109572. https://doi.org/10.1016/j.biocon.2022.109572
Pohan, E., & Malik, A. (2018). Implementing of character values in English Language Learning and Teaching. Science, Engineering, Education, and Development Study, 2(1), 21-28. https://doi.org/10.20961/seeds.v2i1.24080
Pribadi, Y. (2014). Religious networks in Madura pesantren, Nahdlatul Ulama and Kiai as the core of santri culture. Al-Jami’ah, 51(1), 1-32. https://doi.org/10.14421/ajis.2013.511.1-32
Putra, A. L., Muchtarom, M., & Rejekiningsih, T. (2019). Using digital media in civics education learning subject to develop santri’s digital literacy at the age of technology disruption. International Journal of Engineering and Advanced Technology, 8(5), 818-823. https://doi.org/10.35940/ijeat.E1115.0585C19
Raharjo, S. B. (2010). Pendidikan karakter sebagai upaya menciptakan akhlak mulia [Character education as an effort to create noble morals]. Jurnal Pendidikan dan Kebudayaan, 16(3), 229-238. https://doi.org/10.24832/jpnk.v16i3.456
Rianti, E., Triwinarto, A., Rodoni, A., & Elina. (2019). Enhancing health quality of Islamic boarding school students through hygiene practices in Depok and Banten, Indonesia. Indian Journal of Forensic Medicine and Toxicology, 13(4), 1661-1667. https://doi.org/10.5958/0973-9130.2019.00545.0
Ridwan, T., Ibrahim, N., & Sumantri, M. S. (2019). Islamic boarding school learning organization: Analysis of learning dynamic, organizational transformation and application of technology. International Journal of Engineering and Advanced Technology, 8(5), 1054-1056. https://doi.org/10.35940/ijeat.E1149.0585C19
Royani, Y., Tupan, T., & Kusumaningrum, D. (2019). Visualisasi bibliometrik penelitian bidang ilmu kegempaan di Indonesia berbasis data Scopus tahun 1988-2018 [Bibliometric visualization of seismic research in Indonesia based on Scopus Data 1988-2018]. Khizanah Al-Hikmah: Jurnal Ilmu Perpustakaan, Informasi, Dan Kearsipan, 7, 174. https://doi.org/10.24252/kah.v7i2a8
Sauri, S., Rahmat, A. S., Nursyamsiah, N., & Nursaidah, L. L. (2016). Explaining the values embedded in the teaching of Arabic using sorongan and bandongan methods in Indonesian Traditional Muslim Boarding Schools-Pesantren. Man in India, 96(8), 2537-2550.
Shamseer, L., Moher, D., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., Stewart, L. A., Altman, D. G., Booth, A., Chan, A. W., Chang, S., Clifford, T., Dickersin, K., Egger, M., Gøtzsche, P. C., Grimshaw, J. M., Groves, T., Helfand, M., … Whitlock, E. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: Elaboration and explanation. BMJ (Online), 349, Article g7647. https://doi.org/10.1136/bmj.g7647
Singh, B. (2019). Character education in the 21st century. Journal of Social Studies, 15(1), 1-12. https://doi.org/10.21831/jss.v15i1.25226
Sriyanto, Kurniawan, E., Suharini, E., & Trimasukmana, D. J. (2018). Religious-Nationalist character building model on pondok pesantren based school to reduce radicalism in Kendal Regency, Central Java Provinces. International Journal of Engineering and Technology (UAE), 7(4), 182-185. https://doi.org/10.14419/ijet.v7i4.15.21443
Suhan, S., Thahir, L., & Mohammad, A. (2017). The practice of spiritual leadership of Islam principal Madrassas Aliyah country and the relationship with culture Madrassas. Advanced Science Letters, 23, 8966-8970. https://doi.org/10.1166/asl.2017.10005
Susanto, T., Sulistyorini, L., Wuryaningsih, E. W., & Bahtiar, S. (2016). School health promotion: A cross-sectional study on Clean and Healthy Living Program Behavior (CHLB) among Islamic Boarding Schools in Indonesia. International Journal of Nursing Sciences, 3(3), 291-298. https://doi.org/10.1016/j.ijnss.2016.08.007
Tanzeh, A., Sofingatun, Patoni, A., Sukur, M., & Aziz, A. (2020). The student management based on participants in improving quality of tahfidz program with supply chain practices. International Journal of Supply Chain Management, 9(2), 889-896.
Tyas, E., Sunarto, & Naibaho, L. (2020). Building superior human resources through character education. Test Engineering and Management, 83, 11864-11873.
Van Klaveren, C., & De Wolf, I. (2015). Systematic reviews in education research. In K. De Witte (Ed.), Contemporary Economic Perspectives in Education (pp. 11-34). https://doi.org/10.2307/j.ctt14jxsqg.4
Waltman, L., van Eck, N. J., & Noyons, E. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4, 629-635. https://doi.org/10.1016/j.joi.2010.07.002
Wardi, M., Ismail, I., Zainollah, Z., & Wekke, I. S. (2019). Entrepreneurship and financing in Islamic educational institution of Darul Ulum Banyuanyar Pamekasan. Academy of Entrepreneurship Journal, 25(Special Issue 2), 1-14.
Widodo, S., Cletus, S., Ghani, A., Fatayan, A., Burmansah, B., Taridi, T., Ripki, A., Wulandari, A., & Putra P. H. (2020). Student character development: The implementation of the 2013 Indonesian school curriculum strategy. International Journal of Innovation, Creativity and Change, 13(10), 1058-1079.
Widyasari, V., Widyasari, V., Prabandari, Y. S., & Utarini, A. (2020). Training intervention to improve hygiene practices in Islamic boarding school in Yogyakarta, Indonesia: A mixed-method study. PLoS ONE, 15(5), Article e0233267. https://doi.org/10.1371/journal.pone.0233267
Wijayanti, D. (2014). Pendidikan yang memanusiakan manusia (Konsep Karakter Warga Negara Ideal Ki Hadjar Dewantara) [Education that humanizes humans (Ki Hadjar Dewantara’s concept of ideal citizen character)]. Paper Knowledge. Toward a Media History of Documents, 5(2), 40-51.
Xu, X., Chen, X., Jia, F., Brown, S., Gong, Y., & Xu, Y. (2018). Supply chain finance: A systematic literature review and bibliometric analysis. International Journal of Production Economics, 204, 160-173. https://doi.org/10.1016/j.ijpe.2018.08.003
Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., Liu, X., Wu, Y., Dong, F., Qiu, C.-W., Qiu, J., Hua, K., Su, W., Wu, J., Xu, H., Han, Y., Fu, C., Yin, Z., Liu, M., … Zhang, J. (2021). Artificial intelligence: A powerful paradigm for scientific research. The Innovation, 2(4), Article 100179. https://doi.org/10.1016/j.xinn.2021.100179
Zaki, I., Widiastuti, T., Yudha, A. T. R. C., Wijayanti, I., & Mi’raj, D. A. (2020). Implementation of Islamic entrepreneurial culture in Islamic boarding schools. International Journal of Innovation, Creativity and Change, 11(11), 452-469.
Zuhri, Z. (2016). Globalization and pesantren’s response. Tadrib: Jurnal Pendidikan Agama Islam, 2(2), 314-334.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/1094428114562629
ISSN 0128-7680
e-ISSN 2231-8526