Received: 2024-03-11  |  Accepted: 2024-06-30  |  Published: 2024-09-30

Title

Intersectional digital inequality in Indonesia


Abstract

Indonesia is an emerging economy with a fast-growing digital sector. However, the development is not uniform across the country, with wide gaps related to regional differences and personal characteristics. This paper analyses the digital gap in Indonesia in the intersectional framework. I consider several metrics, such as the ratio of the population accessing the Internet, villages receiving mobile internet signal, and telecommunication expenditures. The study spans five years, from 2018 to 2022 (with some years missing for some of the variables). The data comes from BPS-Statistics Indonesia 2022 report "Telecommunication Statistics in Indonesia". I compute the Equality Ratios for one-dimensional and intersectional inequality as the value of the digitalisation metric for the most underprivileged group divided by the value for the most privileged group. Then, I assess the intersectional surplus as the difference between the inequality experienced by the intersectional group and the combination of one-dimensional inequalities. There is a substantial gap in internet usage and mobile internet availability in Indonesia, mostly related to urban/rural division and disparities between provinces. On the contrary, the gender gap is minimal. I also find no inequality in telecommunication expenditures. The gaps in internet usage were converging in recent years, but this was not true for the gaps in internet availability. People in intersectional groups face the combination of one-dimensional inequalities, but in most cases, there are none or minimal surplus effects.


Keywords

digitalisation, digital divide, intersectional inequality, Indonesia


JEL classifications

D63 , O18 , O53


URI

http://jssidoi.org/ird/article/167


DOI


Pages

11-22


Funding

Co-funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Research Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.

This is an open access issue and all published articles are licensed under a
Creative Commons Attribution 4.0 International License

Authors

Choczyńska, Agnieszka
AGH University of Krakow, Krakow, Poland https://www.agh.edu.pl
Articles by this author in: CrossRef |  Google Scholar

Journal title

Insights into Regional Development

Volume

6


Number

3


Issue date

September 2024


Issue DOI


ISSN

ISSN 2345-0282 (online)


Publisher

VšĮ Entrepreneurship and Sustainability Center, Vilnius, Lithuania

Cited

Google Scholar

Article views & downloads

HTML views: 2191  |  PDF downloads: 1203

References


ASEAN. 2021. ASEAN Digital Integration Index. Technical Report. United States Agency for International Development.

Search via ReFindit


Bowleg, L. 2012. The problem with the phrase women and minorities: Intersectionality-an important theoretical framework for public health. American Journal of Public Health, (102), 1267-1273. http://doi.org/10.2105/AJPH.2012.300750

Search via ReFindit


BPS-Statistics Indonesia. 2022. Telecommunication Statistics in Indonesia. Technical Report. Badan Pusat Statistik.

Search via ReFindit


Budiono, L.F., Kim, L.S., & Tibben, J.W. 2018. Cloud Computing and Ecommerce Adoption in Indonesia: Mind the Gaps. Technical Report. Bali. https://doi.org/10.1109/ICICTR.2018.8706853

Search via ReFindit


Crenshaw, K. 1989. Demarginalising the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory and Antiracist Politics. University of Chicago Legal Forum, 139-167.

Search via ReFindit


Frost & Sullivan, 2018. Digital Market Overview: Indonesia. Technical Report. Frost & Sullivan.

Search via ReFindit


Guan, A., Thomas, M., Vittinghoff, E., Bowleg, L., Mangurian, C., & Wesson, P. 2021. An investigation of quantitative methods for assessing intersectionality in health research: A systematic review. SSM – Population Health, (16) http://doi.org/10.1016/j.ssmph.2021.100977

Search via ReFindit


Gudjonsson, S., Kristinsson, K., & Minelgaite, I. 2022. Follow us, not? Gender differences in financial literacy within the global leader of gender equality. Entrepreneurship and Sustainability Issues, 10(2), 351-361. https://doi.org/10.9770/jesi.2022.10.2(21)

Search via ReFindit


Hilmawan, R., Aprianti, Y., Yudaruddin, R., Anggraini Bintoro, R.F., Suharsono, Fitrianto, Y., & Wahyuningsih, N. 2023. Public sector innovation in local government and its impact on development outcomes: Empirical evidence in Indonesia. Heliyon, (9), e22833. http://doi.org/10.1016/J.HELIYON.2023.E22833

Search via ReFindit


Krulický, T., Apanovych, Y., & Rodová, V. 2024. The impact of Industry 4.0 on business results. Entrepreneurship and Sustainability Issues, 11(4), 205-218. https://doi.org/10.9770/jesi.2024.11.4(13)

Search via ReFindit


Kusumawardhani, N., Pramana, R., Saputri, N.S., & Suryadarma, D. 2023. Heterogeneous impact of internet availability on female labor market outcomes in an emerging economy: Evidence from Indonesia. World Development, (164). http://doi.org/10.1016/j.worlddev.2022.106182

Search via ReFindit


Laksmanawati, J., & Yuniawan, A. 2021. Women and the Digitalization Strategies of Micro, Small, and Medium Enterprises in the New Normal Era. Petra International Journal of Business Studies, (4), 55-64. http://doi.org/10.9744/ijbs.4.1.55-64

Search via ReFindit


Long, T.Q., Hoang, T.C., & Simkins, B. 2023. Gender gap in digital literacy across generations: Evidence from Indonesia. Finance Research Letters (58), 104588. http://doi.org/10.1016/J.FRL.2023.104588

Search via ReFindit


Meili, D., Günther, I., & Harttgen, K. 2022. Intersectional Inequality in Education, in: 37th IARIW General Conference.

Search via ReFindit


Nur Asrofi, D.A., Pratomo, D.S., & Pangestuty, F.W. 2023. Internet utilisation and Indonesian female entrepreneurs during the COVID-19 pandemic. Cogent Social Sciences, (9). http://doi.org/10.1080/23311886.2023.2273347

Search via ReFindit


Priharsari, D., Abedin, B., Burdon, S., Clegg, S., & Clay, J. 2023. National digital strategy development: Guidelines and lesson learnt from Asia Pacific countries. Technological Forecasting and Social Change, (196). http://doi.org/10.1016/j.techfore.2023.122855

Search via ReFindit


Puspitasari, L., & Ishii, K. 2016. Digital divides and mobile Internet in Indonesia: Impact of smartphones. Telematics and Informatics, (33), 472-483. http://doi.org/10.1016/j.tele.2015.11.001

Search via ReFindit


Rezki, J.F. 2023. Does the mobile phone affect social development? Evidence from Indonesian villages. Telecommunications Policy, (47). http://doi.org/10.1016/j.telpol.2023.102503

Search via ReFindit


Rumata, V.M., & Sastrosubroto, A.S. 2020. The Paradox of Indonesian Digital Economy Development, in: E-Business - Higher Education and Intelligence Applications. IntechOpen. https://www.intechopen.com

Search via ReFindit


Scheim, A.I., & Bauer, G.R. 2019. The Intersectional Discrimination Index: Development and validation of measures of self-reported enacted and anticipated discrimination for intercategorical analysis. Social Science and Medicine (226), 225235. http://doi.org/10.1016/j.socscimed.2018.12.016

Search via ReFindit


Sey, A., & Hafkin, N. 2019. Taking stock: Data and evidence on gender equality in digital access, skills and leadership. Technical Report. United Nations University.

Search via ReFindit


Sey, A., 2021. Gender Digital Equality Across ASEAN. ERIA Discussion Paper Series (358).

Search via ReFindit


SMERU Research Institute, T., Pathways at University of Oxford, D., UNESCAP. 2022. Digital Skills Landscape in Indonesia. Technical Report. The SMERU Research Institute. Jakarta. URL: www.smeru.or.id.

Search via ReFindit


SMERU Research Institute. 2023. Analysis of digital skills development in the public sector in Indonesia. Technical Report. The SMERU Research Institute. Jakarta. www.smeru.or.id.

Search via ReFindit


Sujarwoto, S., & Tampubolon, G. 2016. Spatial inequality and the Internet divide in Indonesia 2010–2012. Telecommunications Policy, 40, 602-616. http://doi.org/10.1016/j.telpol.2015.08.008

Search via ReFindit


van Dijk, J. (2020). The Digital Divide. John Wiley & Sons.

Search via ReFindit


Zheng, Y., & Walsham, G. 2021. Inequality of what? An intersectional approach to digital inequality under Covid-19. Information and Organization (31), 100341. http://doi.org/10.1016/j.infoandorg.2021.100341

Search via ReFindit