Designing a general economic model to incentivize maintaining infrastructure in informal settlements
Abstract
This paper sketches the design for a general economic model (GEM) quantifying how informal settlements (also known as slums) function and interact with ancillary urban or rural regions. The GEM is an essential tool for calculating the incentive fee payable to residents of the informal settlement to maintain housing, healthcare, schools, water, sanitation, or other infrastructure improvements and investments made by third parties and to identify potential payors or funders of the incentive fee. It is suggested that the GEM resolve limitations of traditional cost-benefit analyses (CBAs) in order to better calculate such incentive fee amounts and ascertain the parties willing to pay them. To understand how the GEM fills data gaps and helps fund national commitments to the United Nations 2030 Sustainable Development Goals (SDGs), the financial constraints on two countries, Fiji and Indonesia, as exacerbated by the Coronavirus COVID-19, and Indonesia’s village finance modernization scheme (Siskeudes) are discussed.
References
[1]OECD. The Metropolitan Century: Understanding Urbanisation and its Consequences. OECD; 2015.
[2]United Nations Population Division. World Population Prospects 2022. United Nations Population Division; 2022.
[3]UN-Habitat. State of the World’s Cities 2012/2013: Prosperity of Cities. UN-Habitat; 2013.
[4]UN-Habitat. Proportion of Urban Population Living in Slum Households by Country or Area 1990-2018 (Percent). UN Habitat; 2021.
[5]UN-Habitat. World Cities Report 2022: Envisaging the Future of Cities. UN-Habitat; 2022.
[6]Ferreira F, Sanchez-Páramo C. A richer array of international poverty lines. World Bank Group; 2017.
[7]Christensen Z. Economic Poverty trends: Global, regional and national. Available online: https://devinit.org/resources/poverty-trends-global-regional-and-national/ (accessed on 1 September 2024).
[8]UN-Habitat. Urban Population Living in Slums by Country or Area, 1990–2018 (Thousands). UN-Habitat; 2021.
[9]World Bank. Net Official Development Assistance and Official Aid Received. World Bank; 2022.
[10]Davis M. Planet of Slums. VERSO; 2017.
[11]William & Mary’s Global Research Institute. Mission and Vision. Available online: https://www.aiddata.org/about (accessed on 1 September 2024).
[12]United Nations. SDG 11.1.1: Proportion of Urban Population Living in Slums. United Nations; 2022.
[13]United Nations Human Settlements Program. The Challenge of the Slums: Global Report on Human Settlements 2003. United Nations Human Settlements Program; 2003.
[14]Beardsley J. A Billion Slum Dwellers and Counting. Available online: http://www.harvarddesignmagazine.org/issues/27/a-billion-slum-dwellers-and-counting (accessed on 1 September 2024).
[15]Friesen J, Friesen V, Dietrich I, Pelz PF. Slums, Space, and State of Health: A Link between Settlement Morphology and Health Data. International Journal of Environmental Research and Public Health. 2020; 17(6). doi: 10.3390/ijerph17062022
[16]UNDP. Global Multidimensional Poverty Index 2021: Unmasking disparities by ethnicity, caste and gender. UNDP; 2021.
[17]World Population Review. OECD Countries 2022. World Population Review; 2022.
[18]McCulla S, Smith S. Measuring the Economy: A Primer on GDP and the National Income and Product Accounts. Available online: https://www.bea.gov/resources/methodologies/measuring-the-economy (accessed on 1 September 2024).
[19]Fox D, McCulla S. NIPA Handbook: Concepts and Methods of the U.S. National Income and Product Accounts. Available online: https://www.bea.gov/resources/methodologies/nipa-handbook (accessed on 1 September 2024).
[20]Fernando J. Gross Domestic Product (GDP) Formula and How to Use It. Available online: https://www.investopedia.com/terms/g/gdp.asp#calculating-gdp (accessed on 1 September 2024).
[21]Elias S, Noone C. The Growth and Development of the Indonesian Economy. Reserve Bank of Australia; 2011.
[22]Brown D, McGranahan G. The urban informal economy, local inclusion and achieving a global green transformation. Habitat International. 2015; 53.
[23]Sukhdev P, Varma K, Bassi AM, et al. Indonesia Green Economy Model (I-GEM). Low Emission Capacity Building Programme for Indonesia. UNDP; 2015.
[24]Tasrif M. The Role of Technology in Indonesian Economy: A System-Dynamics Model. Journal of S&T and R&D Management. 2014; 12(2).
[25]Sietchiping R. Calibration and Validation of a Proposed Informal Settlement Growth Model. Available online: https://www.researchgate.net/publication/228914148_Calibration_and_Validation_of_a_Proposed_Informal_Settlement_Growth_Model (accessed on 1 September 2024).
[26]Kuffer M, Pfeffer K, Sliuzas R. Slums from Space—15 Years of Slum Mapping Using Remote Sensing. Remote Sensing. 2016; 8(6). doi: 10.3390/rs8060455
[27]Ibrahim M, Titheridge H, Cheng T, Haworth J. predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning. Computers, Environment and Urban Systems. 2019; 76.
[28]Reba M, Reitsma F, Seto K. Spatializing 6,000 years of global urbanization from 3700BC to AD2000. Scientific Data. 2018; 160034. doi: 10.1038/sdata.2016.34
[29]Cilliers P, van Vuuren JH, van Heerden Q. A framework for modelling spatio-temporal informal settlement growth prediction. Computers, Environment and Urban Systems. 2021; 90. doi: 10.1016/j.compenvurbsys.2021.101707
[30]Sakijege T, Sartohadi J, Marfai MA, et al. Assessment of adaptation strategies to flooding: A comparative study between informal settlements of Keko Machungwa in Dar es Salaam, Tanzania and Sangkrah in Surakarta, Indonesia. Journal of Disaster Risk Studies. 2014; 6(1). doi: 10.4102/jamba.v6i1.131
[31]van der Pol T, van Ierland E, Gabbert S. Economic analysis of adaptive strategies for flood risk management under climate change. Mitigation and Adaptation Strategies for Global Change. 2017; 22. doi: 10.1007/s11027-015-9637-0
[32]El-Dorghamy A, Mosa AI. Exploring Children’s Travel to School in Upgraded Informal Settlements: A Qualitative Case Study of Ezbet El-Haggana. Transportation Research Procedia. 2016; 14. doi: 10.1016/j.trpro.2016.05.200
[33]Mohamed A. People’s movement patterns in space of informal settlements in Cairo metropolitan area. Alexandria Engineering Journal. 2016; 55(1). doi: 10.1016/j.aej.2015.07.018
[34]Naceur F. Impact of urban upgrading on perception of safety in informal settlements: Case study of Bouakal Batna. Frontiers of Architectural Research. 2013; 2(4). doi: 10.1016/j.foar.2013.06.004
[35]Khalifa MA. Evolution of informal settlements upgrading strategies in Egypt: From negligence to participatory development. Ain Shams Engineering Journal. 2015; 6(4). doi: 10.1016/j.asej.2015.04.008
[36]Assad M, Elrahman AA, Khalifa M. Bridging the Gap Between Theory and Practice in the Urban Design Process: Towards a Multi-disciplinary Approach. Energy Efficiency and Built Environment in Developing Countries. 2019; 3(1). doi: 10.21625/archive.v3i1.435
[37]Sietchiping R, Reid J, Omwamba J. Implementing the SDGs and the New Urban Agenda. Environmental & Urbanization Asia. 2016; 7(2). doi: 10.1177/0975425316660664
[38]Marx B, Stoker T, Suri T. The Economics of Slums in the Developing World. Journal of Economic Perspectives. 2013; 27(4). doi: 10.1257/jep.27.4.187
[39]Ellis P, Roberts M. Leveraging Urbanization in South Asia: Managing Spatial Transformation for Prosperity and Livability. World Bank Group; 2016.
[40]Pan SM, Armitage NP, Van Ryneveld MB. Sustainable and equitable sanitation in informal settlements of Cape Town: A common vision? In: Proceedings of the 2014 Water Institute of Southern Africa (WISA) Biennial Conference; 25–29 May 2014; Mbombela, South Africa.
[41]Grunewald R. The connection between poverty and the economy. Fedgazette, Federal Reserve Bank of Minneapolis. 2006; 18: 1–9.
[42]Ravallion M. The Economics of Poverty: History, Measurement, and Policy. Oxford University Press; 2016.
[43]Interventions against Poverty in Poor Places. Available online: https://www.wider.unu.edu/publication/interventions-against-poverty-poor-places (accessed on 1 September 2024).
[44]Sawhill I. Poverty in America. Available online: https://www.econlib.org/library/Enc/PovertyinAmerica.html (accessed on 1 September 2024).
[45]Botting M, Porbeni EO, Joffres MR, et al. Water and sanitation infrastructure for health: The impact of foreign aid. Global Health. 2010; 12. doi: 10.1186%2F1744-8603-6-12
[46]Mberu B, Haregu TN, Kyobutungi C, Ezeh AC. Health and health-related indicators in slum, rural, and urban communities: A comparative analysis. Global Health Action. 2016; 9(1). doi: 10.3402/gha.v9.33163
[47]Banerjee A, Duflo E. Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty. Public Affairs; 2011.
[48]Lane B, da Silva J. A Framework for Fire Safety in Informal Settlements. OCHA; 2018.
[49]Space Syntax. Slums and informal settlements—An evidence-based approach to sustainable upgrading and development. Space Syntax; 2012.
[50]Tunas D. The Spatial Economy in the Urban Informal Settlement. International Forum on Urbanism [PhD thesis]. Delft University of Technology; 2008.
[51]Young G. Socioeconomic Analysis of Informal Settlement Growth in Dar es Salaam: The concept for an agent based model. International Institute for Geo-information Science and Earth Observation; 2010.
[52]Local 2030: Localizing the SDGs. Strategies and Plans. Available online: https://www.local2030.org/library/tools/strategies-and-plans (accessed on 1 September 2024).
[53]SIMSCALE. What is CFD: Computational Fluid Dynamics? Available online: https://www.simscale.com/docs/simwiki/cfd-computational-fluid-dynamics/what-is-cfd-computational-fluid-dynamics/ (accessed on 1 September 2024).
[54]Landucci G, Pontiggia M, Paltrinieri N, Cozzani V. Computational Fluid Dynamics Modeling: Tutorial and Examples. Dynamic Risk Analysis in the Chemical and Petroleum Industry. 2016. doi: 10.1016/B978-0-12-803765-2.00010-X
[55]Dasi L, Simon HA, Sucosky P, Yoganathan AP. Fluid Mechanics of Artificial Heart Valves. Clinical and Experimental Pharmacology and Physiology. 2009. doi: 10.1111/j.1440-1681.2008.05099.x
[56]Liu J, Marsden AL. A robust and efficient iterative method for hyper-elastodynamics with nested block preconditioning. Journal of Computational Physics. 2019. doi: 10.1016/j.jcp.2019.01.019
[57]Liu J, Marsden AL. A unified continuum and variational multiscale formulation for fluids, solids, and fluid–structure interaction. Computer Methods in Applied Mechanics and Engineering. 2018; 337(1). doi: 10.1016/j.cma.2018.03.045
[58]Bets R, Ambargis Z. Input-Output Models for Impact Analysis: Suggestions for Practitioners Using RIMS II Multipliers. BEA; 2011.
[59]Roberts S. Have You Wondered What GDP Means? An Introduction to Diagrams of the UK Economy Using Arup’s 7see Model. Ove Arup & Partners Ltd.; 2014.
[60]Modelling the economy: 7see and low-carbon scenarios. Arup; 2022.
[61]Roberts S, Axon CJ, Foran B, Goddard NH. Modelling an Economy using Socio-Economic and Energy Characteristics. In: Proceedings of the Energy Systems Conference; 24–25 June 2014; London, UK.
[62]International Integrated Reporting Council. The Integrated Reporting Framework. International Integrated Reporting Council; 2021.
[63]Adams C. The Sustainable Development Goals, integrated thinking and the integrated report. International Integrated Reporting Council; 2017.
[64]Setia N, Abhayawansa S, Joshi M. In Search of a Wider Corporate Reporting Framework: A Critical Evaluation of the International Integrated Reporting Framework. Accounting in Europe. 2022; 19(3). doi: 10.1080/17449480.2022.2060752
[65]Pozsar Z, Adrian T, Ashcraft A, Boesky H. Shadow Banking. Federal Reserve Bank of New York; 2012.
[66]Stanford University. Stanford Faculty Profiles: Stephen Luby. Stanford University; 2022.
[67]Available online: https://humanrights.stanford.edu/people/david-cohen (accessed on 3 September 2024).
[68]Available online: https://humanrights.stanford.edu/people/jessie-brunner (accessed on 3 September 2024).
[69]Available online: https://grusky.people.stanford.edu/ (accessed on 3 September 2024).
[70]Caruso D. The Myth of Cost-Benefit Analysis: The U.S. government’s method for evaluating risk isn’t as objective as it’s made out to be. Available online: https://www.strategy-business.com/article/08103 (accessed on 3 September 2024).
[71]Kornhauser LA. On Justifying Cost‐Benefit Analysis. The Journal of Legal Studies. 2000; 29(S2). doi: 10.1086/468104
[72]Melnick R. Valuing Health Risks, Costs, and Benefits for Environmental Decision Making: Report of a Conference. The National Academies Press; 1990.
[73]Posner EA, Sunstein CR. Essay: Moral Commitments in Cost-Benefit Analysis. Virginia Law Review. 2017; 103.
[74]Sunstein C. Cognition and Cost-Benefit Analysis. Available online: https://chicagounbound.uchicago.edu/law_and_
[75]economics/109/ (accessed on 3 September 2024).
[76]Office of Management & Budget—Office of Information & Regulatory Affairs. 2018, 2019, and 2020 Report to Congress on the Benefits and Costs of Federal Regulations and Agency Compliance with the Unfunded Mandates Reform Act. White House; 2021.
[77]Chen BM. What’s In a Number: Arguing About Cost-Benefit Analysis in Administrative Law. Lewis & Clark Law Journal. 2018.
[78]Pearce DW. The Origins of Cost-Benefit Analysis. Springer; 1983.
[79]Posner E, Adler M. Rethinking Cost-Benefit Analysis—Working Paper Number 72. University of Chicago Law School; 1999.
[80]Gregoriou G. The VaR Implementation Handbook: Financial Risk and Applications in Asset Management, Measurement and Modeling. McGraw Hill; 2009.
[81]Basel Committee on Banking Supervision. Minimum Capital Requirements for Market Risk. Available online: https://www.bis.org/bcbs/publ/d352.pdf (accessed on 3 September 2024).
[82]Scott R. Imagining More Effective Humanitarian Aid: A Donor Perspective. OECD; 2014.
[83]Ganti A. What Is the Multiplier Effect? Formula and Example. Available online: https://www.investopedia.com/terms/m/multipliereffect.asp (accessed on 3 September 2024).
[84]World Green Building Council. Air Quality in the Built Environment: Impacts of Air Pollution from and on the Built Environment. World Green Building Council; 2019.
[85]Ali MH, Sulaiman MS. The Causes and Consequences of the Informal Settlements in Zanzibar. Available online: https://www.fig.net/resources/proceedings/fig_proceedings/fig2006/papers/ts35/ts35_01_ali_sulaiman_0320.pdf (accessed on 3 September 2024).
[86]United Nations Office for the Coordination of Humanitarian Affairs. Better Humanitarian Financing. OCHA; 2018.
[87]OCHA. Global Humanitarian Overview 2022. OCHA; 2022.
[88]OCHA. Humanitarian Financing. OCHA; 2022.
[89]Basel Committee on Banking Supervision. Guidelines: Sound management of risks related to money laundering and financing of terrorism. Bank for International Settlements; 2017.
[90]Financial Action Task Force. FATF Guidance: Anti-Money Laundering and Terrorist Financing Measures and Financial Inclusion. Financial Action Task Force; 2017.
[91]United Nations Office for Disaster Risk Reduction. Sendai Framework for Disaster Risk Reduction 2015–2030. United Nations Office for Disaster Risk Reduction; 2015.
[92]United Nations. Tracking Progress Towards Inclusive, Safe, Resilient and Sustainable Cities and Human Settlements SDG 11 Synthesis Report High Level Political Forum 2018. United Nations; 2018.
[93]Zadek S. The Economics of the Sustainable Development Goals. Journal of the Institution of Environmental Sciences. 2017.
[94]United Nations General Assembly. Report of the Open-Ended Intergovernmental Expert Working Group on Indicators and Terminology relating to Disaster Risk Reduction (the “Sendai Framework”). Available online: https://www.preventionweb.net/publication/report-open-ended-intergovernmental-expert-working-group-indicators-and-terminology (accessed on 3 September 2024).
[95]OECD. Global State of National Urban Policy 2021: Achieving Sustainable Development Goals and Delivering Climate Action. OECD; 2021.
[96]Poghosyan S. How to Link SDGs to the Budget. Available online: https://blog-pfm.imf.org/pfmblog/2016/08/how-to-link-sdgs-to-the-budget.html (accessed on 3 September 2024).
[97]Hege E, Brimont L. Integrating SDGs into national budgetary processes. IDDRI; 2018.
[98]Poghosyan S. Budgeting for the Sustainable Development Goals Aligning domestic budgets with the SDGs: Guidebook 2020. Available online: https://sdgfinance.undp.org/sites/default/files/2024-04/UNDP%20Budgeting%20for%20the%20SDGs%20-%20Guidebook%20Nov%202020.pdf (accessed on 3 September 2024).
[99]United Nations. Tier Classification for Global SDG Indicators. United Nations; 2022.
[100]Central Intelligence Agency. CIA World Factbook: Country Profiles. Central Intelligence Agency; 2022.
[101]United National Development Programme. 2020 Global Human Development Indicators. United National Development Programme; 2020.
[102]The World Bank. Poverty Headcount Ratio at National Poverty Lines (% of population). The World Bank; 2020.
[103]Transparency International. Corruption Perceptions Index (CPI) 2021. Available online: https://www.transparency.org/en/cpi/2021 (accessed on 3 September 2024).
[104]The World Bank. GDP: Gross Domestic Product 2021. The World Bank; 2022.
[105]The World Bank. World Development Indicators 2021. Available online: https://databank.worldbank.org/reports.aspx?dsid=2&series=NY.GDP.PCAP.CD (accessed on 3 September 2024).
[106]Trading Economics. Fiji—Credit Rating. Available online: https://tradingeconomics.com/fiji/rating (accessed on 3 September 2024).
[107]Indonesia: Standard & Poors Credit Rating. Available online: https://tradingeconomics.com/indonesia/rating (accessed on 3 September 2024).
[108]Reserve Bank of Fiji. Government Bond Price List and Yield—June 30, 2022. Reserve Bank of Fiji; 2022.
[109]Trading Economics. Indonesia Government 10 Year Bond. Trading Economics; 2022.
[110]Republic of Fiji Ministry of the Economy. 5-Year & 20-Year National Development Plan: Transforming Fiji. Republic of Fiji Ministry of the Economy; 2017.
[111]Government of Fiji. Constitution of the Republic of Fiji (Proclamation) Decree 24 of 2013. Government of Fiji Gazette. 2013; 14(80).
[112]Commonwealth Local Government Forum. The Local Government System in Fiji—Country Profile 2017-18. Commonwealth Local Government Forum; 2019
[113]United Nations General Assembly. Transforming our world: The 2030 Agenda for Sustainable Development (Resolution 70/1). United Nations General Assembly; 2015.
[114]Republic of Fiji. Budget Estimates 2019–2020 presented to Parliament. Available online: https://www.parliament.gov.fj/wp-content/uploads/2019/06/2019-2020-budget-estimates.pdf (accessed on 4 September 2024).
[115]Republic of Fiji. Budget Estimates 2022–2023 as presented to Parliament. Available online: https://www.parliament.gov.fj/wp-content/uploads/2022/07/Budget_Estimates_2022-2023.pdf (accessed on 4 September 2024).
[116]Republic of Fiji. Economic and Fiscal Update Supplement to the 2022-2023 Budget Address. Available online: https://www.parliament.gov.fj/wp-content/uploads/2022/07/2022-2023_Budget_Supplement_final.pdf (accessed on 4 September 2024).
[117]Republic of Indonesia. Indonesia’s Constitution of 1945, Reinstated in 1959, with Amendments through 2002. Available online: https://www.constituteproject.org/constitution/Indonesia_2002.pdf?lang=en (accessed on 4 September 2024).
[118]Ellis A. Constitutional Reform in Indonesia: A Retrospective. Available online: https://constitutionnet.org/sites/default/files/AEpaperCBPIndonesia.pdf (accessed on 4 September 2024).
[119]Central Intelligence Agency. Intelligence Memorandum: Indonesia’s “1945 Constitution”. Central Intelligence Agency; 1966.
[120]Mietzner M. Reinventing Asian Populism: Jokowi’s Rise, Democracy, and Political Contestation in Indonesia. East-West Center; 2015.
[121]Republic of Indonesia Ministry of National Development Planning. The Launching of National Action Plan 2017–2019 to Achieve Sustainable Development Goals (SDGs). Republic of Indonesia Ministry of National Development Planning; 2018.
[122]Republic of Indonesia Ministry of National Development Planning. Roadmap of SDGs Indonesia: A Highlight. Republic of Indonesia Ministry of National Development Planning; 2018.
[123]Republic of Indonesia Ministry of National Development Planning and National Development Planning Agency. Voluntary National Review 2019: Empowering People and Ensuring Inclusiveness and Equality. Republic of Indonesia Ministry of National Development Planning and National Development Planning Agency; 2019.
[124]Republic of Indonesia Minister of National Development Planning and Head of National Development Planning Agency. Dashboards SDGs Indonesia. Available online: http://sdgs.bappenas.go.id/dashboard/#!/layouts/layout3.html (accessed on 4 September 2024).
[125]Geospatial Information Agency of Indonesia. Identification of Islands and Standardization of Their Names. In: Proceedings of the 11th United Nations Conference on the Standardization of Geographical Names; 8–17 August 2017; New York, LA, USA.
[126]Republic of Indonesia Ministry of National Development Planning-National Development Planning Agency. Roadmap of SDGs in Indonesia: A Highlight. Available online: https://www.unicef.org/indonesia/reports/roadmap-sdgs-indonesia (accessed on 4 September 2024).
[127]Pew Research Center. The Future of World Religions: Population Growth Projections, 2010–2050. Pew Research Center; 2015.
[128]United Nations Development Program. Unlocking the Potential of Zakat and Other Forms of Islamic Finance to Achieve the SDGs in Indonesia. United Nations Development Program; 2022.
[129]Kailani N, Slama M. Accelerating Islamic charities in Indonesia: Zakat, sedekah and the immediacy of social media. South East Asia Research. 2019; 28(1). doi: 10.1080/0967828X.2019.1691939
[130]Integrated National Financial Frameworks. Integrated National Financial Framework for the SDGs: Indonesia. Available online: https://inff.org/country/Indonesia (accessed on 4 September 2024).
[131]United Nations Development Program. All eyes are on the Integrated National Financing Framework (INFF) Approach in Indonesia. United Nations Development Program; 2022.
[132]United Nations. Indonesia’s Voluntary National Review (VNR) 2021. Available online: https://hlpf.un.org/countries/indonesia/voluntary-national-review-2021 (accessed on 4 September 2024).
[133]PwC. Mining in Indonesia: Investment and Taxation Guide—11th Edition. PwC; 2019.
[134]Malden A, Muhammadi FZ. Indonesia’s Oil and Gas Revenues: Using Payments to Governments Data for Accountability. National Resource Governance Institute; 2019.
[135]Signatories to the Convention. Paris Agreement—Article 13. Signatories to the Convention; 1994.
[136]Technology Framework under Article 10 Paragraph 4 of the Paris Agreement. Available online: https://unfccc.int/sites/default/files/resource/l07_2.pdf (accessed on 4 September 2024).
[137]Chen H. Paris Agreement Rulebook: Tracking Financial Flows. Natural Resources Defense Council; 2018.
[138]Schmidt J. Paris Agreement Rulebook: Tracking Country Progress. Natural Resources Defense Council; 2018.
[139]Association of International Certified Professional Accountants. XBRL: eXtensible Business Reporting Language. Association of International Certified Professional Accountants; 2022.
[140]Kernan K. The story of our new language: Personalities, cultures, and politics combine to create a common, global language for business. Association of International Certified Professional Accountants; 2009.
[141]Harris T, Morsfield SG. An Evaluation of the Current State and Future of XBRL and Interactive Data for Investors and Analysts. Computer Science, Business. 2013. doi: 10.7916/D8CJ8NV2
[142]Heidelberger M. Models in Fluid Dynamics. International Studies in the Philosophy or Science. 2006. doi: 10.1080/02698590600641016
[143]Yura Y, Takayasu H, Sornette D, Takayasu M. Financial Brownian Particle in the Layered Order-Book Fluid and Fluctuation-Dissipation Relations. Physical Review Letters. 2014; 112. doi: 10.1103/PhysRevLett.112.098703
[144]Haven E. Links between fluid mechanics and quantum mechanics: A model for information in economics? Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2016; 374. doi: 10.1098/rsta.2015.0237
[145]McDonnell S. Fluid Dynamics = Financial Mathematics. Webdropin; 2017.
[146]Zoll J. Modeling Fluid Flow Using Fluent. Worcester Polytechnic Institute; 2009.
[147]Keefer P, Khemani S. Democracy, Public Expenditures and the Poor. Elsevier; 2005.
[148]Hickel J. Five reasons to think twice about the UN’s Sustainable Development Goals. LSE; 2015.
[149]United Nations Development Program. SDG Bonds: A strong effort into the forefront of financial solutions for Indonesia’s SDGs agenda. United Nations Development Program; 2022.
[150]UNSGSA. Igniting SDG Progress through Digital Financial Inclusion. UNSGSA; 2018.
[151]United Nations Capital Development Fund. Financial Inclusion and the SDGs. United Nations Capital Development Fund; 2022.
[152]Bill & Melinda Gates Foundation. Financial Services for the Poor- Strategy Overview. Bill & Melinda Gates Foundation; 2022.
[153]Swahn M, Braunstein S, Kasirye R. Demographic and psychosocial characteristics of mobile phone ownership and usage among youth living in the slums of Kampala, Uganda. Western Journal of Emergency Medicine: Integrating Emergency Care with Population Health. 2014; 15(5). doi: 10.5811/westjem.2014.4.20879
[154]The World Bank. The Opportunities of Digitizing Payments: How digitization of payments, transfers, and remittances contributes to the G20 goals of broad-based economic growth, financial inclusion and women’s economic empowerment. The World Bank; 2014.
[155]United Nations Development Program. 2021 Annual Report: Responsible digital payments: Accelerating progress on the Sustainable Development Goals and rebuilding inclusive economies. United Nations Development Program; 2022.
[156]United Nations Conference on Trade and Development. Data Protection and Privacy Legislation Worldwide. Available online: https://unctad.org/page/data-protection-and-privacy-legislation-worldwide (accessed on 5 September 2024).
[157]Fredriksson T, Barayre C, Sinoncelli O. Data protection regulations and international data flows: Implications for trade and development. United Nations Conference on Trade and Development; 2016.
[158]Privacy International. Privacy in the developing world: A global research agenda. Privacy International; 2012.
[159]Tovi MD, Muthama MN. Addressing the challenges of data protection in developing countries. European Journal of Computer Science and Information Technology. 2013.
[160]United Nations Conference on Trade and Development. Data Protection and Privacy Legislation Worldwide. United Nations Conference on Trade and Development; 2021.
[161]Silver L, Smith A, Kennedy C, et al. Mobile Connectivity in Emerging Economies. Global Economy & Trade. 2019.
[162]Freyfogle ET. The Installment Land Contract as Lease: Habitability Protections and The Low-Income Purchaser. New York University Law Review. 1987.
[163]Wright MS. Installment Housing Contracts: Presumptively Unconscionable. Berkeley Journal of African-American Law & Policy. 2016.
[164]Purcell S. The Current Predatory Nature of Land Contracts and How to Implement Reforms. Notre Dame Law Review. 2018; 93.
[165]Surden H. Computable Contracts. UC Davis Law Review. 2014; 46.
[166]McKinney SA, Landy R, Wilka R. Smart Contracts, Blockchain and the Next Frontier of Transactional Law. Washington Journal of Law, Technology & Art. 2018; 13.
[167]Schmidt P, Elferich D. Blockchain Technology and Real Estate—a cluster analysis of applications in global markets in the year 2021. SHS Web. Conf. 2021; 129. doi: 10.1051/shsconf/202112903027
[168]Miller B. Vermont City, Real Estate Startup Try Out Blockchain for Recording Property Transactions—Examples of local government using blockchain are pretty hard to come by, but one city is testing the technology on property transactions. Available online: https://www.govtech.com/biz/Vermont-City-Real-Estate-Startup-Try-Out-Blockchain-for-Recording-Property-Transactions.html (accessed on 6 September 2024).
[169]Here’s What a Blockchain Property Deed Looks Like—Spoiler: It looks like a property deed. Available online: https://www.govtech.com/biz/Heres-What-a-Blockchain-Property-Deed-Looks-Like.html (accessed on 6 September 2024).
[170]Cahan B, Hall T. Expecting the expected: Disaster Anticipation Parametric Insurance. National Security Council; 2018.
[171]Huremović D. Brief History of Pandemics (Pandemics Throughout History). Psychiatry of Pandemics. 2019. doi: 10.1007/978-3-030-15346-5_2
[172]McMillen CW. Epidemic Diseases and their Effects on History. Oxford Bibliographies. 2019. doi: 10.1093/obo/9780199743292-0155
[173]LePan N. A visual history of pandemics. Available online: https://www.weforum.org/agenda/2020/03/a-visual-history-of-pandemics (accessed on 6 September 2024).
[174]World Health Organization. Pneumonia of unknown cause—China. World Health Organization; 2020.
[175]Coronavirus disease (COVID-19): Situation Report 152. Available online: https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200618-covid-19-sitrep-150.pdf?sfvrsn=aa9fe9cf_2 (accessed on 6 September 2024).
[176]Park CY, James V, Abdul A, et al. COVID-19 Economic Impact Could Reach $8.8 Trillion Globally—New ADB Report. ADB Briefs. 2020. doi: 10.22617/BRF200144-2
[177]Qalubau S. COVID-19: Victim’s Family Still in Shock. Fiji Sun News Service; 2020.
[178]World Health Organization. Global Covid-19 Case Dashboard—Fiji. World Health Organization; 2020.
[179]Republic of Fiji Ministry of Economy. Economic and Fiscal Update Supplement to the Covid-19 Response Budget Address. Republic of Fiji Ministry of Economy; 2020.
[180]Ministry of Health of Republic of Indonesia. Two Patients Positively-Diagnosed with Covid-19 are Hospitalized in Sulianti Saroso Hospital. Ministry of Health of Republic of Indonesia; 2020.
[181]Nevett J. Coronavirus: I watched the president reveal I had Covid-19 on TV. BBC; 2020.
[182]Westerman A. Indonesia Now Has the Most Confirmed COVID-19 Cases in Southeast Asia. Available online: https://www.npr.org/sections/coronavirus-live-updates/2020/04/17/836783432/indonesia-now-has-the-most-confirmed-covid-19-cases-in-southeast-asia (accessed on 6 September 2024).
[183]Medina AF. Indonesia Launches National Economic Recovery Program. ASEAN Briefing. 2020.
[184]Akhlas AW. Indonesia’s COVID-19 budget changes again: What we know so far. Available online: https://www.thejakartapost.com/news/2020/06/05/indonesias-covid-19-budget-changes-again-what-we-know-so-far.html (accessed on 6 September 2024).
[185]Indonesia increases COVID-19 budget again amid soaring deficit. Available online: https://www.thejakartapost.com/news/2020/06/16/indonesia-increases-covid-19-budget-again-amid-soaring-deficit.html (accessed on 6 September 2024).
[186]Gumelar G. Perppu on COVID-19 aid puts graft fight at stake. Available online: https://www.thejakartapost.com/news/2020/05/11/perppu-on-covid-19-aid-puts-graft-fight-at-stake.html (accessed on 6 September 2024).
[187]Adjie M. It’s been passed into law: Govt asks court to reject judicial review of COVID-19 Perppu. Available online: https://www.thejakartapost.com/news/2020/05/20/its-been-passed-into-law-govt-asks-court-to-reject-judicial-review-of-covid-19-perppu.html (accessed on 6 September 2024).
[188]Cabinet Secretariat of the Republic of Indonesia. Covid-19 Outbreak, Oil Prices Affect Drafting of 2021 Budget: Sri Mulyani. Cabinet Secretariat of the Republic of Indonesia; 2020.
[189]The Insider Stories: Taking Investors Inside Indonesia’s Economy. Indonesia’s State Budget Deficit Widens if the Oil Price Falls. Available online: https://web.archive.org/web/20210414231709/https://theinsiderstories.com/indonesias-state-budget-deficit-widens-if-the-oil-price-falls/ (accessed on 7 September 2024).
[190]Marchelin T. SOEs Urged to Focus on Countering Economic Impact from Covid-19. Jakarta Globe. Available online: https://jakartaglobe.id/news/soes-urged-to-focus-on-countering-economic-impact-from-covid19 (accessed on 7 September 2024).
[191]Diela T. Indonesian government plans $8.6 billion coronavirus bailout for state firms. Available online: https://www.reuters.com/article/us-indonesia-economy-capital/indonesian-government-plans-86-billion-coronavirus-bailout-for-state-firms-idUSKBN22T06U (accessed on 7 September 2024).
[192]Dorimulu P. State-Owned Enterprise (SOE) Minister Erik Thohir maps out SOE strategic measures to safeguard the economy amidst pandemic. PwC Indonesia; 2020.
[193]Suroyo G, Munthe BC. Indonesia cuts 2022 fiscal deficit outlook on strong revenue. NASDAQ; 2022.
[194]Sidhu S, Regan H. Indonesia has the world’s biggest Muslim population. It just banned holiday travel over Ramadan. CNN; 2020.
[195]Jefriando M, Diela T. Indonesia warns on COVID-19 poverty setback as regional elections postponed. Available online: https://www.reuters.com/article/us-health-coronavirus-indonesia-election/indonesia-warns-on-covid-19-poverty-setback-as-regional-elections-postponed-idUSKBN22I1M9 (accessed on 7 September 2024).
[196]Asian Development Bank. 2022 Basic Statistics: Asian and the Pacific. Asian Development Bank Data Library; 2022.
[197]Ralston L, Tiwari S. Publication: No One Left Behind: Rural Poverty in Indonesia. Available online: https://openknowledge.worldbank.org/handle/10986/34163 (accessed on 7 September 2024).
[198]The SMERU Research Institute. Indonesia Poverty Map by Province. The SMERU Research Institute; 2015.
[199]The SMERU Research Institute. Indonesia Poverty Map by District 2015. The SMERU Research Institute; 2015.
[200]UNOCHA. Disaster Risks in Indonesia. UNOCHA; 2011.
[201]World Atlas. Maps of Indonesia: Provinces Map. World Atlas; 2021.
[202]GAN Integrity Inc. Indonesia Corruption Report. GAN Integrity Inc.; 2020.
[203]Cao Y, Fan Y, Hlatshwayo S, et al. A Sentiment-Enhanced Corruption Perception Index. International Monetary Fund Working Papers. 2021.
[204]Financial Action Task Force. Best Practices Paper: The Use of the FATF Recommendations to Combat Corruption. Financial Action Task Force; 2013.
[205]Transparency International. Dismissals following controversial civics test further weaken Indonesia’s anti-corruption agency KPK. Available online: https://www.transparency.org/en/press/dismissals-controversial-civics-test-further-weaken-indonesia-anti-corruption-agency-kpk (accessed on 7 September 2024).
[206]Vel J, Zakaria Y, Bedner A. Law-Making as a Strategy for Change: Indonesia’s New Village Law. Asian Journal of Law and Society. 2017; 4(2). doi: 10.1017/als.2017.21
[207]Permatasari P, Ilman AS, Tilt CA, et al. The Village Fund Program in Indonesia: Measuring the Effectiveness and Alignment to Sustainable Development Goals. Sustainability. 2021; 13. doi: 10.3390/su132112294
[208]Whimp K, Haerudin I, Menzies N. Indonesia Policy Note on Redefining Village Expenditure Classification: Towards a Better Tracking of Village Spending—Methodology, Findings and Recommendations from the Village Public Expenditure Analysis (ViPER) 2017. The World Bank; 2019.
[209]Martinez-Bravo M. The Local Political Economy Effects of School Construction in Indonesia. American Economic Journal: Applied Economics. 2017; 9(2). doi: 10.1257/app.20150447
[210]Faoziyah U, Salim W. Seeking Prosperity Through Village Proliferation: An Evidence of the Implementation of Village Funds (Dana Desa) in Indonesia. Journal of Regional and City Planning. 2020; 31(2). doi: 10.5614/jpwk.2020.31.2.1
[211]Ariyanto D, Dewi AA, Hasibuan HT, et al. The Success of Information Systems and Sustainable Information Society: Measuring the Implementation of a Village Financial System. Sustainability. 2022; 14. doi: 10.3390/su14073851
[212]Nur Pratiwi D, Ariessa Pravasanti Y. Analysis of Siskeudes (Village Financial System) with TAM Approach (Technology Acceptance Model). International Journal of Economics, Business and Accounting Research. 2020; 4(3).
[213]Nur Pratiwi D. An Analysis of Village Official’s Perception of the Village Financial System (Siskeudes). Journal Aset (Akuntansi Riset). 2020; 12(1).
[214]Indriani M, Nadirsyah R, Evayani F. Can Siskeudes support village governance in Aceh Province of Indonesia? Cogent Business & Management. 2020. doi: 10.1080/23311975.2020.1743617
[215]Musyaffi AM, Muna A. Task Technology-Fit of a Village Financial System (Siskeudes) to Increase Officers’ Performance. In: Proceedings of the International Conference on Economics, Business and Economic Education 2019; 30–31 July 2019; Semarang, Indonesia. pp. 720–730.
[216]Ministry of Villages, Development of Disadvantaged Regions and Transmigration. Pendataan SDGs Desa 2021. Ministry of Villages, Development of Disadvantaged Regions and Transmigration; 2021.
[217]Juwaini Infan A, Husnan LH. Optimization of Village Financial System (Siskeudes) for Village Financial Administration (Case Study in Dompu Village Government, Indonesia). International Journal of Economics, Commerce and Management. 2018; ⅤⅠ(7).
[218]Bawano IR, Kinasih ADM, Rahayu AK. Factors Affecting Accountability of Village Fund Management through Implementation of the Village Financial System (SISKEUDES). Journal of Accounting and Investment. 2020; 21(3). doi: 10.18196/jai.2103160
[219]Ariyanti A, Alfatih A. Does the Implementation of the Village Financial System (Siskeudes) Program Improve the Quality of Financial Reports and Village Government Performance? Open Access Indonesia Journal of Social Sciences. 2018; 1(2). doi: 10.37275/oaijss.v1i2.6
[220]Susanti EA, Hardi R. E-Government-Based Village Fund Allocation Management: Study of Siskeudes in Padakkalawa Village, Pinrang Regency. Journal of Government and Political Issues. 2021; 1(2). doi: 10.53341/jgpi.v1i2.23
[221]Mahmud A, Susilowati N, Sari PN. Investigating factor of behaviour intention and usage of siskeudes in Central Java Indonesia. Journal of Management Information and Decision Sciences. 2022; 25(1S).
[222]Pawiro Y, Janie DNA. The Indicators of Village Administrative Officer’s Understanding of Siskeudes: A Literature Study. Economics and Business Solutions Journal. 2017; 1(1). doi: 10.26623/ebsj.v1i1.666
[223]Trisnawati R, Achyani F, Ulifiati N. Determinants of The Quality of Village Financial Statements and The Implementation of SISKEUDES as A Mediation Variables. Riset Akuntansi dan Keuangan Indonesia. 2020; 5(3).
[224]Leksono DR. Village Funds Information System at Panggungharjo, Bantul, Yogyakarta (Case Study on Siskeudes as Accounting Information System at Panggungharjo, Bantul). Available online: https://dspace.uii.ac.id/handle/123456789/16215 (accessed on 8 September 2024).
[225]Prasetyo A, Putrini C. Pursuing Village SDGs Through Village Fund Management Accountability (Case Study at Loa Duri Ilir, Kutai Kartanegara, East Kalimantan). In: Proceedings of the 2nd International Conference on Administration Science 2020 (ICAS 2020); 8 December 2020; Bandung, Indonesia.
[226]Putri SR, Wijayanto AW, Sakti AD. Developing Relative Spatial Poverty Index Using Integrated Remote Sensing and Geospatial Big Data Approach: A Case Study of East Java, Indonesia. International Journal of Geo-Information. 2022; 11. doi: 10.3390/ijgi11050275
[227]Ahmad Y, Goh C. More than a pretty picture: Using poverty maps to design better policies and interventions. World Bank; 2007.
Copyright (c) 2025 Author(s)

This work is licensed under a Creative Commons Attribution 4.0 International License.