The Power of Electricity: How Effective Is It in Promoting Sustainable Development in Rural Off-Grid Islands in the Philippines?
Abstract
:1. Introduction
1.1. Impacts of Electrification to Sustainable Development
1.2. Assessing Sustainable Development Impacts
1.3. The Focus of This Study
2. Materials and Methods
2.1. Conceptual Framework
2.2. Case Environment
2.3. Sustainable Development Indicators
2.4. Data Collection and Treatment
3. Results and Discussion
3.1. Results of the Survey
3.2. Factor Analysis Results
4. Implications to Philippine Rural Electrification
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Cecelski, E. Enabling Equitable Access to Rural Electrification: Current Thinking on Energy, Poverty, and Gender. 2003. Available online: http://documents.worldbank.org/curated/en/850681468328564938/pdf/345310Equitable0electrification0access.pdf (accessed on 2 January 2019).
- Bezerra, P.B.D.S.; Callegari, C.L.; Ribas, A.; Lucena, A.F.P.; Portugal-Pereira, J.; Koberle, A.; Szklo, A.; Schaeffer, R. The power of light: Socio-economic and environmental implications of a rural electrification program in Brazil. Environ. Res. Lett. 2017, 12, 095004. [Google Scholar] [CrossRef] [Green Version]
- United Nations Development Programme. Goal 7: Ensure Access to Affordable, Reliable, Sustainable and Modern Energy for All. Sustainable Development Goals. 2016. Available online: https://unstats.un.org/sdgs/report/2016/goal-07/ (accessed on 2 January 2019).
- The World Bank. Access to electricity. In Tracking SDG7: The Energy Progress Report 2019; The World Bank: Washington, DC, USA, 2019; pp. 1–26. [Google Scholar]
- World Bank. Rural Population (% of Total Population). 2018. Available online: https://data.worldbank.org/indicator/SP.RUR.TOTL.ZS (accessed on 24 December 2018).
- Moner-Girona, M.; Bódis, K.; Morrissey, J.; Kougias, I.; Hankins, M.; Huld, T.; Szabó, S. Decentralized rural electrification in Kenya: Speeding up universal energy access. Energy Sustain. Dev. 2019, 52, 128–146. [Google Scholar] [CrossRef]
- REN21. Renewables 2018 Global Status Report; REN21: Paris, France, 2018. [Google Scholar]
- SEforAll. Electrification; SEforAll: Paris, France, 2017. [Google Scholar]
- Cozzi, L.; Chen, O.; Daly, H.; Koh, A. Commentary: Population without Access to Electricity Falls Below 1 Billion. 2018. Available online: https://www.iea.org/newsroom/news/2018/october/population-without-access-to-electricity-falls-below-1-billion.html (accessed on 26 December 2018).
- Eras-Almeida, A.A.; Fernández, M.; Eisman, J.; Martín, J.G.; Caamaño, E.; Egido-Aguilera, M.A. Lessons learned from rural electrification experiences with third generation solar home systems in latin America: Case studies in Peru, Mexico, and Bolivia. Sustainability 2019, 11, 7139. [Google Scholar] [CrossRef] [Green Version]
- Eras-Almeida, A.A.; Egido-Aguilera, M.A. What is still necessary for supporting the SDG7 in the most vulnerable contexts? Sustainability 2020, 12, 7184. [Google Scholar] [CrossRef]
- Azimoh, C.L.; Klintenberg, P.; Wallin, F.; Karlsson, B. Illuminated but not electrified: An assessment of the impact of Solar Home System on rural households in South Africa. Appl. Energy 2015, 155, 354–364. [Google Scholar] [CrossRef] [Green Version]
- Wassie, Y.T.; Adaramola, M.S. Socio-economic and environmental impacts of rural electrification with Solar Photovoltaic systems: Evidence from southern Ethiopia. Energy Sustain. Dev. 2021, 60, 52–66. [Google Scholar] [CrossRef]
- Saim, M.A.; Khan, I. Problematizing solar energy in Bangladesh: Benefits, burdens, and electricity access through solar home systems in remote islands. Energy Res. Soc. Sci. 2021, 74, 101969. [Google Scholar] [CrossRef]
- Lemaire, X. Fee-for-service companies for rural electrification with photovoltaic systems: The case of Zambia. Energy Sustain. Dev. 2009, 13, 18–23. [Google Scholar] [CrossRef]
- Valer, L.R.; Manito, A.R.; Ribeiro, T.B.S.; Zilles, R.; Pinho, J.T. Issues in PV systems applied to rural electrification in Brazil. Renew. Sustain. Energy Rev. 2017, 78, 1033–1043. [Google Scholar] [CrossRef]
- Carrasco, L.; Narvarte, L.; Lorenzo, E. Operational costs of A 13,000 solar home systems rural electrification programme. Renew. Sustain. Energy Rev. 2013, 20, 1–7. [Google Scholar] [CrossRef] [Green Version]
- United Nations. Take Action for the Sustainable Development Goals. 2021. Available online: https://www.un.org/sustainabledevelopment/sustainable-development-goals/ (accessed on 7 March 2021).
- United Nations. Ensure Access to Affordable, Reliable, Sustainable and Modern Energy. Available online: https://www.un.org/sustainabledevelopment/energy/ (accessed on 14 June 2019).
- Abu-Rayash, A.; Dincer, I. Sustainability assessment of energy systems: A novel integrated model. J. Clean. Prod. 2019, 212, 1098–1116. [Google Scholar] [CrossRef]
- Lozano, L.; Taboada, E.B. Demystifying the authentic attributes of electricity-poor populations: The electrification landscape of rural off-grid island communities in the Philippines. Energy Policy 2020, 145, 111715. [Google Scholar] [CrossRef]
- Hong, G.W.; Abe, N. Sustainability assessment of renewable energy projects for off-grid rural electrification: The Pangan-an Island case in the Philippines. Renew. Sustain. Energy Rev. 2012, 16, 54–64. [Google Scholar] [CrossRef]
- Ocon, J.D.; Bertheau, P. Energy Transition from Diesel-based to Solar Photovoltaics-Battery-Diesel Hybrid System-based Island Grids in the Philippines—Techno-Economic Potential and Policy Implication on Missionary Electrification. J. Sustain. Dev. Energy Water Environ. Syst. 2019, 7, 139–154. [Google Scholar] [CrossRef]
- Taele, B.; Mokhutšoane, L.; Hapazari, I.; Tlali, S.; Senatla, M. Grid electrification challenges, photovoltaic electrification progress and energy sustainability in Lesotho. Renew. Sustain. Energy Rev. 2012, 16, 973–980. [Google Scholar] [CrossRef]
- Hong, G.W.; Abe, N.; Baclay, M.; Arciaga, L. Assessing users’ performance to sustain off-grid renewable energy systems: The capacity and willingness approach. Energy Sustain. Dev. 2015, 28, 102–114. [Google Scholar] [CrossRef] [Green Version]
- Kyriakarakos, G.; Balafoutis, A.T.; Bochtis, D. Proposing a Paradigm Shift in Rural Electrification Investments in Sub-Saharan Africa through Agriculture. Sustainability 2020, 12, 3096. [Google Scholar] [CrossRef] [Green Version]
- Pueyo, A.; Maestre, M. Linking energy access, gender and poverty: A review of the literature on productive uses of energy. Energy Res. Soc. Sci. 2019, 53, 170–181. [Google Scholar] [CrossRef]
- Thomas, D.R.; Harish, S.P.; Kennedy, R.; Urpelainen, J. The effects of rural electrification in India: An instrumental variable approach at the household level. J. Dev. Econ. 2019, 146, 102520. [Google Scholar] [CrossRef]
- Litzow, E.L.; Pattanayak, S.K.; Thinley, T. Returns to rural electrification: Evidence from Bhutan. World Dev. 2019, 121, 75–96. [Google Scholar] [CrossRef]
- Rathi, S.S.; Vermaak, C. Rural electrification, gender and the labor market: A cross-country study of India and South Africa. World Dev. 2018, 109, 346–359. [Google Scholar] [CrossRef]
- Ngowi, J.M.; Bångens, L.; Ahlgren, E.O. Benefits and challenges to productive use of off-grid rural electrification: The case of mini-hydropower in Bulongwa-Tanzania. Energy Sustain. Dev. 2019, 53, 97–103. [Google Scholar] [CrossRef]
- Adusah-Poku, F.; Takeuchi, K. Determinants and welfare impacts of rural electrification in Ghana. Energy Sustain. Dev. 2019, 52, 52–62. [Google Scholar] [CrossRef]
- Robert, F.C.; Gopalan, S. Low cost, highly reliable rural electrification through a combination of grid extension and local renewable energy generation. Sustain. Cities Soc. 2018, 42, 344–354. [Google Scholar] [CrossRef]
- Sharma, A.; Agrawal, S.; Urpelainen, J. The adoption and use of solar mini-grids in grid-electrified Indian villages. Energy Sustain. Dev. 2020, 55, 139–150. [Google Scholar] [CrossRef]
- Ganguly, R.; Jain, R.; Sharma, K.R.; Shekhar, S. Mini grids and enterprise development: A study of aspirational change and business outcomes among rural enterprise owners in India. Energy Sustain. Dev. 2020, 56, 119–127. [Google Scholar] [CrossRef]
- Ehnberg, J.; Ahlborg, H.; Hartvigsson, E. Approach for flexible and adaptive distribution and transformation design in rural electrification and its implications. Energy Sustain. Dev. 2020, 54, 101–110. [Google Scholar] [CrossRef]
- Peters, J.; Sievert, M.; Toman, M. Rural Electrification through Mini-Grids: Challenges Ahead. SSRN Electron. J. 2019, 132, 27–31. [Google Scholar] [CrossRef] [Green Version]
- Almeshqab, F.; Ustun, T.S. Lessons learned from rural electrification initiatives in developing countries: Insights for technical, social, financial and public policy aspects. Renew. Sustain. Energy Rev. 2019, 102, 35–53. [Google Scholar] [CrossRef]
- Yadav, P.; Davies, P.J.; Palit, D. Distributed solar photovoltaics landscape in Uttar Pradesh, India: Lessons for transition to decentralised rural electrification. Energy Strat. Rev. 2019, 26, 100392. [Google Scholar] [CrossRef]
- Boliko, C.M.; Ialnazov, D.S. An assessment of rural electrification projects in Kenya using a sustainability framework. Energy Policy 2019, 133, 110928. [Google Scholar] [CrossRef]
- Brent, A.C.; Rogers, D.E. Renewable rural electrification: Sustainability assessment of mini-hybrid off-grid technological systems in the African context. Renew. Energy 2010, 35, 257–265. [Google Scholar] [CrossRef] [Green Version]
- López-González, A.; Ferrer-Martí, L.; Domenech, B. Long-term sustainability assessment of micro-hydro projects: Case studies from Venezuela. Energy Policy 2019, 131, 120–130. [Google Scholar] [CrossRef]
- Maso, M.D.; Olsen, K.H.; Dong, Y.; Pedersen, M.B.; Hauschild, M.Z. Sustainable development impacts of nationally determined contributions: Assessing the case of mini-grids in Kenya. Clim. Policy 2019, 20, 815–831. [Google Scholar] [CrossRef]
- Bishoge, O.K.; Kombe, G.G.; Mvile, B.N. Renewable energy for sustainable development in sub-Saharan African countries: Challenges and way forward. J. Renew. Sustain. Energy 2020, 12, 052702. [Google Scholar] [CrossRef]
- Schmitz, D. Developing a Methodology for Assessing the Sustainable Development Impact of Small Scale CDM Hydropower Project; HWWA-Report No. 267; Hamburg Institute of International Economics: Hamburg, Germany, 2006. [Google Scholar]
- UNESCO. Sustainable Development; UNESCO: Paris, France. Available online: https://en.unesco.org/themes/education-sustainable-development/what-is-esd/ (accessed on 2 January 2019).
- Gasparatos, A.; Scolobig, A. Choosing the most appropriate sustainability assessment tool. Ecol. Econ. 2012, 80, 1–7. [Google Scholar] [CrossRef]
- Gasparatos, A.; Romeu-Dalmau, C.; Von Maltitz, G.P.; Johnson, F.X.; Shackleton, C.; Jarzebski, M.P.; Jumbe, C.; Ochieng, C.; Mudombi, S.; Nyambane, A.; et al. Mechanisms and indicators for assessing the impact of biofuel feedstock production on ecosystem services. Biomass Bioenergy 2018, 114, 157–173. [Google Scholar] [CrossRef]
- Gunawardena, U.P. Inequalities and externalities of power sector: A case of Broadlands hydropower project in Sri Lanka. Energy Policy 2010, 38, 726–734. [Google Scholar] [CrossRef]
- Martín-Gamboa, M.; Iribarren, D.; García-Gusano, D.; Dufour, J. A review of life-cycle approaches coupled with data envelopment analysis within multi-criteria decision analysis for sustainability assessment of energy systems. J. Clean. Prod. 2017, 150, 164–174. [Google Scholar] [CrossRef]
- Alvial-Palavicino, C.; Garrido-Echeverría, N.; Jiménez-Estévez, G.; Reyes, L.; Palma-Behnke, R. A methodology for community engagement in the introduction of renewable based smart microgrid. Energy Sustain. Dev. 2011, 15, 314–323. [Google Scholar] [CrossRef]
- Kopfmüller, J.; Weimer-Jehle, W.; Naegler, T.; Buchgeister, J.; Bräutigam, K.-R.; Stelzer, V. Integrative Scenario Assessment as a Tool to Support Decisions in Energy Transition. Energies 2021, 14, 1580. [Google Scholar] [CrossRef]
- Krishna, V.; Paramesh, V.; Arunachalam, V.; Das, B.; Elansary, H.; Parab, A.; Reddy, D.; Shashidhar, K.; El-Ansary, D.; Mahmoud, E.; et al. Assessment of Sustainability and Priorities for Development of Indian West Coast Region: An Application of Sustainable Livelihood Security Indicators. Sustainability 2020, 12, 8716. [Google Scholar] [CrossRef]
- Mainali, B.; Silveira, S. Using a sustainability index to assess energy technologies for rural electrification. Renew. Sustain. Energy Rev. 2015, 41, 1351–1365. [Google Scholar] [CrossRef]
- Nautiyal, H.; Goel, V. Sustainability assessment of hydropower projects. J. Clean. Prod. 2020, 265, 121661. [Google Scholar] [CrossRef]
- Sarangi, G.K.; Mishra, A.; Chang, Y.; Taghizadeh-Hesary, F. Indian electricity sector, energy security and sustainability: An empirical assessment. Energy Policy 2019, 135, 110964. [Google Scholar] [CrossRef]
- Manara, P.; Zabaniotou, A. Indicator-based economic, environmental, and social sustainability assessment of a small gasification bioenergy system fuelled with food processing residues from the Mediterranean agro-industrial sector. Sustain. Energy Technol. Assess. 2014, 8, 159–171. [Google Scholar] [CrossRef]
- Morimoto, R. Incorporating socio-environmental considerations into project assessment models using multi-criteria analysis: A case study of Sri Lankan hydropower projects. Energy Policy 2013, 59, 643–653. [Google Scholar] [CrossRef]
- Mainali, B.; Pachauri, S.; Rao, N.D.; Silveira, S. Assessing rural energy sustainability in developing countries. Energy Sustain. Dev. 2014, 19, 15–28. [Google Scholar] [CrossRef]
- Ilskog, E. Indicators for assessment of rural electrification—An approach for the comparison of apples and pears. Energy Policy 2008, 36, 2665–2673. [Google Scholar] [CrossRef]
- López-González, A.; Domenech, B.; Ferrer-Martí, L. Formative evaluation of sustainability in rural electrification programs from a management perspective: A case study from Venezuela. Renew. Sustain. Energy Rev. 2018, 95, 95–109. [Google Scholar] [CrossRef]
- Mangla, S.K.; Luthra, S.; Jakhar, S.; Gandhi, S.; Muduli, K.; Kumar, A. A step to clean energy—Sustainability in energy system management in an emerging economy context. J. Clean. Prod. 2020, 242, 118462. [Google Scholar] [CrossRef]
- Ren, J.; Dong, L. Evaluation of electricity supply sustainability and security: Multi-criteria decision analysis approach. J. Clean. Prod. 2018, 172, 438–453. [Google Scholar] [CrossRef]
- Yadoo, A.; Cruickshank, H. The role for low carbon electrification technologies in poverty reduction and climate change strategies: A focus on renewable energy mini-grids with case studies in Nepal, Peru and Kenya. Energy Policy 2012, 42, 591–602. [Google Scholar] [CrossRef]
- Shortall, R.; Davidsdottir, B.; Axelsson, G. Geothermal energy for sustainable development: A review of sustainability impacts and assessment frameworks. Renew. Sustain. Energy Rev. 2015, 44, 391–406. [Google Scholar] [CrossRef]
- Jiang, Q.; Liu, Z.; Liu, W.; Li, T.; Cong, W.; Zhang, H.; Shi, J. A principal component analysis based three-dimensional sustainability assessment model to evaluate corporate sustainable performance. J. Clean. Prod. 2018, 187, 625–637. [Google Scholar] [CrossRef]
- How, B.S.; Lam, H.L. Sustainability evaluation for biomass supply chain synthesis: Novel principal component analysis (PCA) aided optimisation approach. J. Clean. Prod. 2018, 189, 941–961. [Google Scholar] [CrossRef]
- Mapar, M.; Jafari, M.J.; Mansouri, N.; Arjmandi, R.; Azizinezhad, R.; Ramos, T.B. A composite index for sustainability assessment of health, safety and environmental performance in municipalities of megacities. Sustain. Cities Soc. 2020, 60, 102164. [Google Scholar] [CrossRef]
- Chelan, M.M.; Alijanpour, A.; Barani, H.; Motamedi, J.; Azadi, H.; Van Passel, S. Economic sustainability assessment in semi-steppe rangelands. Sci. Total. Environ. 2018, 637-638, 112–119. [Google Scholar] [CrossRef]
- Cui, C.-Q.; Wang, B.; Zhao, Y.-X.; Wang, Q.; Sun, Z.-M. China’s regional sustainability assessment on mineral resources: Results from an improved analytic hierarchy process-based normal cloud model. J. Clean. Prod. 2019, 210, 105–120. [Google Scholar] [CrossRef]
- Sala, S.; Ciuffo, B.; Nijkamp, P. A systemic framework for sustainability assessment. Ecol. Econ. 2015, 119, 314–325. [Google Scholar] [CrossRef]
- Shaaban, M.; Scheffran, J. Selection of sustainable development indicators for the assessment of electricity production in Egypt. Sustain. Energy Technol. Assess. 2017, 22, 65–73. [Google Scholar] [CrossRef]
- Sadeghi, A.; Larimian, T. Sustainable electricity generation mix for Iran: A fuzzy analytic network process approach. Sustain. Energy Technol. Assess. 2018, 28, 30–42. [Google Scholar] [CrossRef]
- Jadoon, T.R.; Ali, M.K.; Hussain, S.; Wasim, A.; Jahanzaib, M. Sustaining power production in hydropower stations of developing countries. Sustain. Energy Technol. Assess. 2020, 37, 100637. [Google Scholar] [CrossRef]
- World Energy Council; Wyman, O. World Energy Trilemma Index 2018. 2018. Available online: www.worldenergy.org (accessed on 2 January 2019).
- Bhatia, M.; Angelou, N. Beyond Connections Energy Access Redefined; World Bank: Washington, DC, USA, 2015. [Google Scholar]
- Bebbington, J.; Unerman, J. Achieving the United Nations Sustainable Development Goals: An enabling role for accounting research. Account. Audit. Account. J. 2018, 31, 2–24. [Google Scholar] [CrossRef]
- United Nations. Transforming our World: The 2030 Agenda for Sustainable Development; United Nations: New York, NY, USA, 2016. [Google Scholar]
- World Energy Council and Wyman Oliver. Trilemma Index 2019; World Energy Council and Wyman Oliver: London, UK, 2019; pp. 1–79. [Google Scholar]
- López-González, A.; Ferrer-Martí, L.; Domenech, B. Sustainable rural electrification planning in developing countries: A proposal for electrification of isolated communities of Venezuela. Energy Policy 2019, 129, 327–338. [Google Scholar] [CrossRef]
- Tomei, J.; Gent, D. Equity and The Energy Trilemma: Delivering Sustainable Energy Access in Low-Income Communities; International Institute for Environment and Development: London, UK, 2015. [Google Scholar]
- Song, L.; Fu, Y.; Zhou, P.; Lai, K.K. Measuring national energy performance via Energy Trilemma Index: A Stochastic Multicriteria Acceptability Analysis. Energy Econ. 2017, 66, 313–319. [Google Scholar] [CrossRef]
- Setyowati, A.B. Mitigating Energy Poverty: Mobilizing Climate Finance to Manage the Energy Trilemma in Indonesia. Sustainability 2020, 12, 1603. [Google Scholar] [CrossRef] [Green Version]
- Zafeiratou, E.; Spataru, C. Sustainable island power system—Scenario analysis for Crete under the energy trilemma index. Sustain. Cities Soc. 2018, 41, 378–391. [Google Scholar] [CrossRef]
- Cloke, J.; Mohr, A.; Brown, E. Imagining renewable energy: Towards a Social Energy Systems approach to community renewable energy projects in the Global South. Energy Res. Soc. Sci. 2017, 31, 263–272. [Google Scholar] [CrossRef] [Green Version]
- Rahman, M.; Paatero, J.V.; Poudyal, A.; Lahdelma, R. Driving and hindering factors for rural electrification in developing countries: Lessons from Bangladesh. Energy Policy 2013, 61, 840–851. [Google Scholar] [CrossRef] [Green Version]
- Mesina, A.J.F. Rethinking off-grid rural electrification in the Philippines. Energy Sources Part B Econ. Plan. Policy 2016, 11, 815–823. [Google Scholar] [CrossRef]
- Sotto, F.; Gatus, J.; Ross, M.; Portigo, M.F.; Freire, F. Coastal Environmental Profile of Olango Island, Cebu, Philippines; Coastal Resource Management Project: Cebu City, Philippines, 2001. [Google Scholar]
- Philippine Information Agency. Romblon. Available online: https://pia.gov.ph/provinces/romblon (accessed on 29 December 2018).
- Asian Development Bank. Romblon’s Cobrador Island Gets 24-Hour Power from New Hybrid Solar-Diesel System. 2016. Available online: https://www.adb.org/news/romblon-s-cobrador-island-gets-24-hour-power-new-hybrid-solar-diesel-system (accessed on 29 December 2018).
- International Atomic Energy Agency; United Nations Department of Economics and Social Affairs, International Energy Agency; Eurostat, and European Environment Agency. Energy Indicators for Sustainable Development: Guidelines and Methodologies; International Atomic Energy Agency; United Nations Department of Economics and Social Affairs, International Energy Agency; Eurostat, and European Environment Agency: Vienna, Austria.
- Abdullah, S.; Markandya, A. Rural electrification programmes in Kenya: Policy conclusions from a valuation study. Energy Sustain. Dev. 2012, 16, 103–110. [Google Scholar] [CrossRef]
- Palit, D.; Chaurey, A. Off-grid rural electrification experiences from South Asia: Status and best practices. Energy Sustain. Dev. 2011, 15, 266–276. [Google Scholar] [CrossRef]
- Yadoo, A.; Cruickshank, H. The value of cooperatives in rural electrification. Energy Policy 2010, 38, 2941–2947. [Google Scholar] [CrossRef]
- Department of Energy. 2016–2030 Philippine Energy Plan; Department of Energy: Manila, Philippines, 2016. [Google Scholar]
Indicator | Dimension | Definition | Measurement | References | |
---|---|---|---|---|---|
I1 | Adequacy of electricity supply | Technical | Ability of users to use electricity for lighting and powering up household electrical appliances | Actual electrical appliances used in the household | [33,34,35] |
I2 | Reliability of service | Technical | Availability of electricity service at expected times | Number of power disruptions experienced by users | [33,34,35,76] |
I3 | Duration of supply | Technical | Length of time electricity supply is available | Number of hours electricity is available | [76] |
I4 | Safety and security of the system | Technical, Social | Electricity has not caused accidents to human or to electrical appliances | Actual number of accidents related to electricity | [76] |
I5 | Affordability of tariff | Economic | The cost of electricity should not exceed 5% of the household’s gross monthly income | Actual cost of electricity as a proportion to household gross income | [76,91] |
I6 | Support for household income | Economic, Social | Ability of users to use electricity for productive means | Number of households using electricity for income-generating activities | [92,93,94] |
I7 | Displacement of conventional fuels for lighting | Environmental | Users should be able to use electricity for lighting in lieu of conventional fuels | Proportion of households who no longer use conventional fuels for lighting | [91] |
I8 | Electricity source | Environmental | Renewable energy should be an alternative source of electricity | Actual sources of electricity | [76] |
Island | Total Household Population | Sample Population |
---|---|---|
Cobrador Island | 244 a | 149 |
Gilutongan Island | 342 b | 181 |
Indicator | Low (1) | Moderate (2) | High (3) | |
---|---|---|---|---|
I1 | Adequacy of supply | Uses electricity only for lighting | Uses electricity for lighting, TV, fan | Uses electricity for lighting, TV, fan, cooking, refrigeration |
I2 | Reliability of services | More than 3 power disruptions per week | - | At most 3 power outages per week |
I3 | Duration of supply | Less than 8 h electricity supply | Between 8 to 12 h of electricity supply | 24-h electricity supply |
I4 | Safety and security of system | Accidents attributed to electricity | - | No accidents attributed to electricity |
I5 | Affordability of tariff | Electricity cost >10% of gross monthly income | Electricity cost between 5% to 10% of income | Electricity cost <5% of gross monthly income |
I6 | Support for household income | Does not use electricity for productive means | - | Uses electricity for productive means |
I7 | Displacement of conventional fuels for lighting | Still uses conventional fuels for lightin | - | No longer use conventional fuels for lighting |
I8 | Electricity source | Electricity sourced from conventional fuels | - | Electricity is sourced from conventional fuels and renewable energy sources |
Indicator | Factor | |||
---|---|---|---|---|
1 | 2 | 3 | ||
I3 | Duration of supply | 0.682 | ||
I8 | Electricity source | 0.644 | ||
I4 | Safety and security of electrical system | −0.471 | ||
I7 | Displacement of conventional fuels for lighting | 0.800 | ||
I6 | Support for household income | 0.646 | ||
I1 | Adequacy of supply | 0.747 | ||
I2 | Reliability of service | 0.549 | ||
I5 | Affordability of tariff | −0.525 |
Indicator | Factor | ||||
---|---|---|---|---|---|
1 | 2 | 3 | 4 | ||
I8 | Electricity source | 0.885 | |||
I3 | Duration of supply | 0.840 | |||
I1 | Adequacy of supply | 0.757 | |||
I5 | Affordability of tariff | −0.716 | |||
I6 | Support for household income | 0.828 | |||
I7 | Displacement of conventional fuels for lighting | −0.573 | |||
I4 | Safety and security of electrical system | −0.830 | |||
I2 | Reliability of service | 0.585 |
Factor | Gilutongan | Cobrador | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
N | Min | Max | Mean | Std Dev | N | Min | Max | Mean | Std Dev | |
Factor 1 | 173 | 1.00 | 2.33 | 1.549 | 0.373 | 140 | 1.00 | 3.00 | 2.897 | 0.382 |
Factor 2 | 173 | 1.00 | 3.00 | 1.457 | 0.642 | 140 | 1.00 | 3.00 | 2.047 | 0.367 |
Factor 3 | 173 | 1.33 | 2.67 | 2.200 | 0.285 | 140 | 1.00 | 3.00 | 2.526 | 0.567 |
Factor 4 | - | - | - | - | - | 140 | 2.00 | 3.00 | 2.750 | 0.435 |
Average (OSI) | 1.735 | 2.49 |
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Lozano, L.; Taboada, E.B. The Power of Electricity: How Effective Is It in Promoting Sustainable Development in Rural Off-Grid Islands in the Philippines? Energies 2021, 14, 2705. https://doi.org/10.3390/en14092705
Lozano L, Taboada EB. The Power of Electricity: How Effective Is It in Promoting Sustainable Development in Rural Off-Grid Islands in the Philippines? Energies. 2021; 14(9):2705. https://doi.org/10.3390/en14092705
Chicago/Turabian StyleLozano, Lorafe, and Evelyn B. Taboada. 2021. "The Power of Electricity: How Effective Is It in Promoting Sustainable Development in Rural Off-Grid Islands in the Philippines?" Energies 14, no. 9: 2705. https://doi.org/10.3390/en14092705
APA StyleLozano, L., & Taboada, E. B. (2021). The Power of Electricity: How Effective Is It in Promoting Sustainable Development in Rural Off-Grid Islands in the Philippines? Energies, 14(9), 2705. https://doi.org/10.3390/en14092705