Digital Divide and Classifying Social Class in Rural Development: Voices from the Secondary Data of Field
DOI:
https://doi.org/10.14421/jpm.2024.081-06Keywords:
Digital Divide, Social Class, Rural Development, Secondary Data Analysis, Neglasari VillageAbstract
This paper aims to investigate the digital divide and to classify social class as a significant indicator in the context of rural development. The study employed secondary data analysis derived from the Data Desa Presisi (DDP). The researcher meticulously analyzed and reinterpreted statistical data to identify new potential avenues for development planning, with a particular focus on Neglasari Village. The findings indicate that the predominant social class in the research area consists largely of lower-class individuals or casual laborers, who are categorized as impoverished in terms of rural development. This categorization aligns with the conclusion that poverty, as revealed through social class mapping, contributes to the digital divide, which is predominantly influenced by the upper social class. Consequently, this dynamic tends to create a segmentation of development information at the initial level. Conversely, it is noteworthy that the lower class exhibits the highest purchasing power for communication expenses, raising questions about the effectiveness and utility of network access and communication costs. This study serves as a valuable resource for village development planners, emphasizing the importance of considering the dynamics of social class, the implications of the digital divide, and the necessity for evaluative and accountable development monitoring models in the distribution of targeted programs.
References
Ajrun, N. (2023). Bridging the Digital Divide Affecting Persons with Disabilities in Malaysia. International Journal of Disability, Development and Education, 70(4), 562–574. https://doi.org/10.1080/1034912X.2021.1901860
Akkoyunlu, S. (2015). The Potential of Rural–Urban Linkages for Sustainable Development and Trade. International Journal of Sustainable Development & World Policy, 4(2), 20–40. https://doi.org/10.18488/journal.26/2015.4.2/26.2.20.40
Ali, A., Raza, A. A., & Qazi, I. A. (2023). Validated digital literacy measures for populations with low levels of internet experiences. Development Engineering, 8, 100107. https://doi.org/10.1016/j.deveng.2023.100107
Ardoin, S., & McNamee, T. C. (2020). Spatial inequality and social class: Suggestions for supporting rural students across social class backgrounds. New Directions for Student Services, 2020(171–172), 37–46. https://doi.org/10.1002/ss.20363
Arsyad, A. A., Sjaf, S., Hakim, L., Salsabila, J., Putri, P., Maulidya, S. E., & Vayumi, M. N. (2021). Membangun Data Desa Presisi di Desa Bantarjaya, Kabupaten Bogor. Jurnal Pusat Inovasi Masyarakat, 3(1), 49–58. https://journal.ipb.ac.id/index.php/pim/article/view/35348/21457
Astuti, D., Kisworo, B., Shogbesan, Y. O., & Herwina, W. (2024). The Effect of Local Community Empowerment on Digital Transformation in Cultural and Tourism Preservation. JPPM (Jurnal Pendidikan Dan Pemberdayaan Masyarakat), 11(1), 1–13. https://doi.org/10.21831/jppm.v11i1.72325
Azizah, A., Wijayanti, I., & Evendi, A. (2021). Pengembangan Wisata Alam Denda Seruni Melalui Pemanfaatan Dana Desa. RESIPROKAL: Jurnal Riset Sosiologi Perspektif Aktual, 3(1), 71–91. https://doi.org/10.29303/resiprokal.v3i1.55
Booth, A. (2010). Government and Welfare in the New Republic: Indonesia in the 1950s. Itinerario, 34(1), 57–76. https://doi.org/10.1017/S0165115310000057
Bowen, R., & Morris, W. (2019). The digital divide: Implications for agribusiness and entrepreneurship. Lessons from Wales. Journal of Rural Studies, 72, 75–84. https://doi.org/10.1016/j.jrurstud.2019.10.031
Chen, W., Wang, Q., & Zhou, H. (2022). Digital Rural Construction and Farmers’ Income Growth: Theoretical Mechanism and Micro Experience Based on Data from China. Sustainability, 14(18), 11679. https://doi.org/10.3390/su141811679
Cheong, H., Lyons, A., Houghton, R., & Majumdar, A. (2023). Secondary Qualitative Research Methodology Using Online Data within the Context of Social Sciences. International Journal of Qualitative Methods, 22, 160940692311801. https://doi.org/10.1177/16094069231180160
Clark, P. (2017). Neo‐developmentalism and a “vía campesina” for rural development: Unreconciled projects in Ecuador’s Citizen’s Revolution. Journal of Agrarian Change, 17(2), 348–364. https://doi.org/10.1111/joac.12203
Dandekar, H. C. (2016). Shifts in rural planning in the US and India. International Planning Studies, 21(3), 230–244. https://doi.org/10.1080/13563475.2016.1185006
Dawood, S. R. (2019). Digital Divide and Poverty Eradication in the Rural Region of Northern Peninsular Malaysia. Indonesian Journal of Geography, 51(2), 172. https://doi.org/10.22146/ijg.37758
Dijk, J. A. G. M. van. (2005). The Deepening Divide: Inequality in the Information Society. SAGE Publications.
Dudzińska, M., Gwiaździńska-Goraj, M., & Jezierska-Thöle, A. (2022). Social Factors as Major Determinants of Rural Development Variation for Predicting Epidemic Vulnerability: A Lesson for the Future. International Journal of Environmental Research and Public Health, 19(21), 13977. https://doi.org/10.3390/ijerph192113977
Faloye, S. T., & Ajayi, N. (2022). Understanding the impact of the digital divide on South African students in higher educational institutions. African Journal of Science, Technology, Innovation and Development, 14(7), 1734–1744. https://doi.org/10.1080/20421338.2021.1983118
Feurich, M., Kourilova, J., Pelucha, M., & Kasabov, E. (2024). Bridging the urban-rural digital divide: Taxonomy of the best practice and critical reflection of the EU countries’ approach. European Planning Studies, 32(3), 483–505. https://doi.org/10.1080/09654313.2023.2186167
Gagné, T., & Brown, J. (2021). Socio-economic distribution of e-cigarette use among recent former regular smokers and current smokers at ages 25–26 in England. Addiction, 116(6), 1548–1557. https://doi.org/10.1111/add.15345
Gough, I., Wood, G., Barrientos, A., Bevan, P., Davis, P., & Room, G. (2004). Insecurity and Welfare Regimes in Asia, Africa and Latin America. Cambridge University Press. https://doi.org/10.1017/CBO9780511720239
Hadi, A. (2018). Bridging Indonesia’s Digital Divide: Rural-Urban Linkages? Jurnal Ilmu Sosial Dan Ilmu Politik, 22(1), 17. https://doi.org/10.22146/jsp.31835
Hargittai, E., Piper, A. M., & Morris, M. R. (2019). From internet access to internet skills: Digital inequality among older adults. Universal Access in the Information Society, 18(4), 881–890. https://doi.org/10.1007/s10209-018-0617-5
Hartoyo, H. (2018). Towards a New Village Development Paradigm in Lampung Province, Indonesia. Journal of Legal, Ethical and Regulatory Issues, 21(Special Issue), 1–18.
Heeks, R. (2022). Digital inequality beyond the digital divide: Conceptualizing adverse digital incorporation in the global South. Information Technology for Development, 28(4), 688–704. https://doi.org/10.1080/02681102.2022.2068492
Herval, Á. M., Vargas-Ferreira, F., Ferreira, E. F. E., Gomes, V. E., & Vargas, A. M. D. (2020). Health literacy status among pregnant women in a Brazilian conditional cash transfer programme: A cross-sectional investigation. Research, Society and Development, 9(11), e4979119650. https://doi.org/10.33448/rsd-v9i11.9650
Holgersen, S., & Haarstad, H. (2009). Class, Community and Communicative Planning: Urban Redevelopment at King’s Cross, London. Antipode, 41(2), 348–370. https://doi.org/10.1111/j.1467-8330.2009.00676.x
Izudin, A., & Fittaqiya, S. (2024). Building Collaboration, Solidarity, and Empowerment for Enterprise Actors in Yogyakarta City, Indonesia: Towards an Adaptation of Digital Platforms. Prosperity: Journal of Society and Empowerment, 4(1), 51–66. https://doi.org/10.21580/prosperity.v4i1.20063
Jensen, L. (2018). Understanding Rural Social Class in an Era of Global Challenge. Rural Sociology, 83(2), 227–243. https://doi.org/10.1111/ruso.12230
Kelly, W., McGrath, B., & Hubbard, D. (2023). Starting from ‘scratch’: Building young people’s digital skills through a coding club collaboration with rural public libraries. Journal of Librarianship and Information Science, 55(2), 487–499. https://doi.org/10.1177/09610006221090953
Koch, K. (2022). The Territorial and Socio-Economic Characteristics of the Digital Divide in Canada. Canadian Journal of Regional Science, 45(2), 89–98. https://doi.org/10.7202/1092248ar
Kumpulainen, K., Husu, H.-M., & Nousiainen, M. (2022). Political community resilience in declining rural areas in Finland. Community Development Journal, 57(3), 449–468. https://doi.org/10.1093/cdj/bsab012
Kupriyanova, M., Dronov, V., & Gordov, T. (2019). Digital Divide of Rural Territories in Russia. Agris On-Line Papers in Economics and Informatics, 11(3), 85–90. https://doi.org/10.7160/aol.2019.110308
Kvartiuk, V., & Curtiss, J. (2019). Participatory rural development without participation: Insights from Ukraine. Journal of Rural Studies, 69, 76–86. https://doi.org/10.1016/j.jrurstud.2019.04.002
Larasati, Z. W., Yuda, T. K., & Syafa’at, A. R. (2023). Digital welfare state and problem arising: An exploration and future research agenda. International Journal of Sociology and Social Policy, 43(5/6), 537–549. https://doi.org/10.1108/IJSSP-05-2022-0122
Law, E. L.-C., Vostanis, P., & O’Reilly, M. J. (2022). Insights from impacts of the digital divide on children in five majority world countries during the COVID-19 pandemic. Behaviour & Information Technology, 0(0), 1–20. https://doi.org/10.1080/0144929X.2022.2141136
Law, E. L.-C., Vostanis, P., & O’Reilly, M. J. (2023). Insights from impacts of the digital divide on children in five majority world countries during the COVID-19 pandemic. Behaviour & Information Technology, 42(15), 2696–2715. https://doi.org/10.1080/0144929X.2022.2141136
Lembani, R., Gunter, A., Breines, M., & Dalu, M. T. B. (2020). The same course, different access: The digital divide between urban and rural distance education students in South Africa. Journal of Geography in Higher Education, 44(1), 70–84. https://doi.org/10.1080/03098265.2019.1694876
Long-Sutehall, T., Sque, M., & Addington-Hall, J. (2011). Secondary analysis of qualitative data: A valuable method for exploring sensitive issues with an elusive population? Journal of Research in Nursing, 16(4), 335–344. https://doi.org/10.1177/1744987110381553
Mabweazara, H. M. (2021). Towards reimagining the ‘digital divide’: Impediments and circumnavigation practices in the appropriation of the mobile phone by African journalists. Information, Communication & Society, 24(3), 344–364. https://doi.org/10.1080/1369118X.2020.1834602
Martínez-Domínguez, M., & Mora-Rivera, J. (2020). Internet adoption and usage patterns in rural Mexico. Technology in Society, 60, 101226. https://doi.org/10.1016/j.techsoc.2019.101226
Mathrani, A., Sarvesh, T., & Umer, R. (2022). Digital divide framework: Online learning in developing countries during the COVID-19 lockdown. Globalisation, Societies and Education, 20(5), 625–640. https://doi.org/10.1080/14767724.2021.1981253
Mazya, T. M. (2021). Transformasi dan Kesejahteraan Desa Digital; Telaah Perbandingan Komunitas Desa Pesisir dan Desa Dataran Tinggi di Kabupaten Banyuwangi. http://repository.ipb.ac.id/handle/123456789/112391
Moon, J., Hossain, Md. D., Kang, H. G., & Shin, J. (2012). An analysis of agricultural informatization in Korea: The government’s role in bridging the digital gap. Information Development, 28(2), 102–116. https://doi.org/10.1177/0266666911432959
Moore, S. A., Brown, G., Kobryn, H., & Strickland-Munro, J. (2017). Identifying conflict potential in a coastal and marine environment using participatory mapping. Journal of Environmental Management, 197, 706–718. https://doi.org/10.1016/j.jenvman.2016.12.026
Morris, J., Morris, W., & Bowen, R. (2022). Implications of the digital divide on rural SME resilience. Journal of Rural Studies, 89, 369–377. https://doi.org/10.1016/j.jrurstud.2022.01.005
Muhammad, B., Gandi, R., Sjaf, S., Natalie, G., & Dyazra, A. (2021). Representasi Infrastruktur Data Desa Presisi di Desa Neglasari, Kabupaten Bogor. Jurnal Pusat Inovasi Masyarakat, 3(1), 118–126. https://journal.ipb.ac.id/index.php/pim/article/view/35407/21487
Muljono, P., Indriana, H., Novindra, Bachtiar, Y., & Mintarti. (2022). Strategi Peningkatan Kapasitas Peternak Domba melalui Kampus Desa Tematik di Desa Neglasari, Bogor, Jawa Barat. Jurnal Penyuluhan, 18(02), 219–231. https://doi.org/10.25015/18202240148
Mutsvairo, B., Ragnedda, M., Chitanana, T., Brouwer, S., Anyanwu, P. C., Musa, P. M., Dalvitt, P. L., Jjuuko, P. M., Karam, P. B., & Ncube, D. L. (2019). Mapping the Digital Divide in Africa: A Mediated Analysis. Amsterdam University Press. https://doi.org/10.5117/9789462986855
Ngo, T., Lohmann, G., & Hales, R. (2018). Collaborative marketing for the sustainable development of community-based tourism enterprises: Voices from the field. Journal of Sustainable Tourism, 26(8), 1325–1343. https://doi.org/10.1080/09669582.2018.1443114
Nkomo, S. L., Desai, S., & Peerbhay, K. (2016). Assessing the conditions of rural road networks in South Africa using visual observations and field-based manual measurements: A case study of four rural communities in Kwa-Zulu Natal. Review of Social Sciences, 1(2). https://doi.org/10.18533/rss.v1i2.24
Nurlena, N., Taufiq, R., & Musadad, M. (2021). The Socio-Cultural Impacts of Rural Tourism Development: A Case Study of Tanjung Village in Sleman Regency. Jurnal Kawistara, 11(1), 62–74. https://doi.org/10.22146/kawistara.62263
Oktavianoor, R. (2020). Kesenjangan Digital Akibat Kondisi Demografis di Kalangan Masyarakat Rural. Journal of Information and Library Science, 11(1).
Otioma, C., Madureira, A. M., & Martinez, J. (2019). Spatial analysis of urban digital divide in Kigali, Rwanda. GeoJournal, 84(3), 719–741. https://doi.org/10.1007/s10708-018-9882-3
Ragnedda, M. (2017). The Third Digital Divide: A Weberian Approach to Digital Inequalities (1st edition). Routledge.
Rakasiwi, L. S., & Kautsar, A. (2021). Pengaruh Faktor Demografi dan Sosial Ekonomi terhadap Status Kesehatan Individu di Indonesia. Kajian Ekonomi Dan Keuangan, 5(2), Article 2. https://doi.org/10.31685/kek.v5i2.1008
Rotz, S., Duncan, E., Small, M., Botschner, J., Dara, R., Mosby, I., Reed, M., & Fraser, E. D. G. (2019). The Politics of Digital Agricultural Technologies: A Preliminary Review. Sociologia Ruralis, 59(2), 203–229. https://doi.org/10.1111/soru.12233
Rundel, C., & Salemink, K. (2021a). Bridging Digital Inequalities in Rural Schools in Germany: A Geographical Lottery? Education Sciences, 11(4), 181. https://doi.org/10.3390/educsci11040181
Rundel, C., & Salemink, K. (2021b). Hubs, hopes and high stakes for a relatively disadvantaged low tech place. Local Economy: The Journal of the Local Economy Policy Unit, 36(7–8), 650–668. https://doi.org/10.1177/02690942221077120
Saarinen, J., Moswete, N., Atlhopheng, J. R., & Hambira, W. L. (2020). Changing socio-ecologies of Kalahari: Local perceptions towards environmental change and tourism in Kgalagadi, Botswana. Development Southern Africa, 37(5), 855–870. https://doi.org/10.1080/0376835X.2020.1809997
Salemink, K., Strijker, D., & Bosworth, G. (2017). Rural development in the digital age: A systematic literature review on unequal ICT availability, adoption, and use in rural areas. Journal of Rural Studies, 54, 360–371. https://doi.org/10.1016/j.jrurstud.2015.09.001
Saputra, F. T., Indrabudi, T., Dirgahayu, D., Karman, & Mudjiyanto, B. (2023). Initiatives of the Indonesian Government for Digital Transformation in Rural Areas. E3S Web of Conferences, 444, 03001. https://doi.org/10.1051/e3sconf/202344403001
Seemann, A. (2021). The Danish ‘ghetto initiatives’ and the changing nature of social citizenship, 2004–2018. Critical Social Policy, 41(4), 586–605. https://doi.org/10.1177/0261018320978504
Setiawan, B., Rijanta, R., & Baiquni, M. (2017). Sustainable Tourism Development: The Adaptation and Resilience of the Rural Communities in (the Tourist Villages of) Karimunjawa, Central Java. Forum Geografi, 31(2), 232–245. https://doi.org/10.23917/forgeo.v31i2.5336
Sjaf, S., Arsyad, A. A., Mahardika, A. R., Gandi, R., Elson, L., Hakim, L., Barlan, Z. A., Utami, R. B., Muhammad, B., Amongjati, S. A., Sampean, & Nugroho, D. A. (2022). Partnership 4.0: Smallholder farmer partnership solutions. Heliyon, 8(12), e12012. https://doi.org/10.1016/j.heliyon.2022.e12012
Sjaf, S., Sampean, Arsyad, A. A., Elson, L., Mahardika, A. R., Hakim, L., Amongjati, S. A., Gandi, R., Barlan, Z. A., Aditya, I. M. G., Maulana, S. A. B., & Rangkuti, M. R. (2022). Data Desa Presisi: A new method of rural data collection. MethodsX, 9, 101868. https://doi.org/10.1016/j.mex.2022.101868
Tian, R., Chui, C. H.-K., & Hu, X. (2018). Emergent models and strategies of social enterprises in China. Asia Pacific Journal of Social Work and Development, 28(2), 111–127. https://doi.org/10.1080/02185385.2018.1453372
Vergunst, R., Swartz, L., Mji, G., Kritzinger, J., & Braathen, S. H. (2016). Beyond the checklist: Understanding rural health vulnerability in a South African context. Global Health Action, 9(1), 33272. https://doi.org/10.3402/gha.v9.33272
Voronina, N. P., & Milovidova, A. I. (2021). Sustainable Development of Rural Areas of the Russian State as a Strategic Task and its Legal Support. Kutafin Law Review, 8(2), 199–225. https://doi.org/10.17803/2313-5395.2021.2.16.199-225
Wahyudi, M. R., & Wahyudin, W. (2022). Pengaruh Desentralisasi Fiskal Terhadap Pertumbuhan Ekonomi Kabupaten/Kota di Sulawesi Selatan Tahun 2016–2020. Seminar Nasional Official Statistics, 2022(1), Article 1. https://doi.org/10.34123/semnasoffstat.v2022i1.1409
Williams, F., Philip, L., Farrington, J., & Fairhurst, G. (2016). ‘Digital by Default’ and the ‘hard to reach’: Exploring solutions to digital exclusion in remote rural areas. Local Economy: The Journal of the Local Economy Policy Unit, 31(7), 757–777. https://doi.org/10.1177/0269094216670938
Wirutomo, P. (2014). Sociological Reconceptualization of Social Development: With Empirical Evidence from Surakarta City, Indonesia. Asian Social Science, 10(11), p283. https://doi.org/10.5539/ass.v10n11p283
Young, J. C. (2019). Rural digital geographies and new landscapes of social resilience. Journal of Rural Studies, 70, 66–74. https://doi.org/10.1016/j.jrurstud.2019.07.001
Zerrer, N., & Sept, A. (2020). Smart Villagers as Actors of Digital Social Innovation in Rural Areas. Urban Planning, 5(4), 78–88. https://doi.org/10.17645/up.v5i4.3183
Zucman, G. (2019). The Hidden Wealth of Nations: The Scourge of Tax Havens. University of Chicago Press.
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Gilang Tresna Putra Anugrah, Sofyan Sjaf, & Tantan Hermansah
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors who publish with this journal agree to the following terms:
(1) The Author retains copyright in the Work, where the term “Work” shall include all digital objects that may result in subsequent electronic publication or distribution.(2) Upon acceptance of the Work, the author shall grant to the Publisher the right of first publication of the Work.
(3) The Author shall grant to the Publisher and its agents the nonexclusive perpetual right and license to publish, archive, and make accessible the Work in whole or in part in all forms of media now or hereafter known under a Attribution-Non Commercial 4.0 International (CC BY-NC 4.0) or its equivalent, which, for the avoidance of doubt, allows others to copy, distribute, and transmit the Work under the following conditions.
(4) The Author represents and warrants that:
- the Work is the Author’s original work;
- the Author has not transferred, and will not transfer, exclusive rights in the Work to any third party;
- the Work is not pending review or under consideration by another publisher;
- the Work has not previously been published;
- the Work contains no misrepresentation or infringement of the Work or property of other authors or third parties; and
- the Work contains no libel, invasion of privacy, or other unlawful matter.
Attribution—other users must attribute the Work in the manner specified by the author as indicated on the journal Web site.