How to cite this paper
Prihantini, C., Hanani, N., Asmara, R & Syafrial, S. (2024). Technology gap ratio decomposition in smallholder solar saltworks in Indonesia using meta-frontier data envelopment analysis (MetaDEA).Decision Science Letters , 13(3), 595-604.
Refrences
Aligori, A. (2013). Production Efficiency of Salt Businesses in Indramayu Regency. [Thesis]. Bogor (ID): IPB University.
Alvarez, A., Couce, L., & Trujillo, L. (2020). Does specialization affect the efficiency of small-scale fishing boats? Marine Policy, 113, 103796. DOI: https://doi.org/10.1016/j.marpol.2019.103796
Amami, D., & Ihsannudin, I. (2016). Efficiency of Salt Production Factors. Media Trend, 11(2), 166-174. DOI: https://doi.org/10.21107/mediatrend.v11i2.1600
Anam, M.K., & Prihatini, E.S. (2022). Technical Efficiency and Technology Gap of Fisheries Processing Industry in Indonesia: Meta-Frontier DEA Approach. Jurnal Sosial Ekonomi Kelautan dan Perikanan, 17(1), December 2022, DOI: http://dx.doi.org/10.15578/jsekp.v17i2.10214
Ariyani, A.H.M., Harianto, H., Suharno, S., & Syaukat, Y. (2020a). Factors Affecting Technology Adoption of Geoisolator on Solar Saltworks in East Java Province. AGRIEKONOMIKA, 9(1), 2020. DOI: https://doi.org/10.21107/agriekonomika.v9i1.6856
Ariyani, A.H.M., Harianto, H., Suharno, S., & Syaukat, Y. (2020b). Impact of Application of Geoisolator in Saltworks Business in East Java Province : A Propensity Score Matching Approach. International Journal of Progressive Sciences and Technologies (IJPSAT), 22(1), 40–47. DOI: http://dx.doi.org/10.52155/ijpsat.v22.1.2002
Balde, B.S., Kobayashi, H., Nohmi, M., Ishida, A., Matsumura, I., Esham, M., & Tolno, E. (2014). Socio-economic Analysis of Small-scale Salt Production Techniques in the Coastal Area of Guinea: as an Alternative for Improving Livelihood Status and Sustainable Mangrove Forest Management. International Journal of Research in Engineering, IT and Social Sciences, 3(9).
Banker, R. D., Charnes, A., & Cooper, W. W. (1984).Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078-1092. DOI: https://doi.org/10.1287/mnsc.30.9.1078
Chen, L. & Jia, G. (2017). Environmental efficiency analysis of China’s regional industry: a data envelopment analysis (DEA) based approach. Journal of Cleaner Production. 142, 846–853. DOI: https://doi.org/10.1016/j.jclepro.2016.01.045
Chiu, C.-R., Liou, J.-L., Wu, P.-I., & Fang, C.-L. (2012). Decomposition of the environmental inefficiency of the meta-frontier with undesirable output. Energy Economics, 34(5), 1392-1399. DOI: https://doi.org/10.1016/j.eneco.2012.06.003
Coelli, T.J., Rao, D.S.P., O’Donnell, C.J., & Battese, G.E. (2005). An Introduction to Efficiency and Productivity Analysis 2nd ed., New York (US): Springer Science & Business Media, Inc.
Crisman, T.L., Takavakoglou, V., Alexandridis, T., Antonopoulos, V., & Zalidis G. (2009). Rehabilitation of abandoned saltworks to maximize conservation, ecotourism and water treatment potential. Global NEST Journal, 11(1), pp 24-31, 2009. DOI: https://doi.org/10.30955/gnj.000614
Dardir, A.A., & Wali, A.M.A. (2009). Extraction of salts from lake quaroun, Egypt: environmental and economic impacts. Global NEST Journal, 11(1), 106-113, 2009. DOI: https://doi.org/10.30955/gnj.000571
Davis, J.S. (2009). Management of biological systems for continuously-operated solar saltworks. Global NEST Journal, 11(1), 73-78, 2009. DOI: https://doi.org/10.30955/gnj.000569
Hanani, N., Asmara, R., & Fahriyah, F. (2023). Technology gap ratio decomposition in sugarcane farming in Indonesia. Asian Journal of Agriculture and Rural Development, 13(1), 1–7. DOI: http://dx.doi.org/10.55493/5005.v13i1.470
Indonesia’s Ministry of Industry. (2018). Industrial Salt Needs Soared 76.19% in 2018. https://kemenperin.go.id/
Indonesia’s Ministry of Maritime Affairs and Fisheries. (2018). Maritime Affairs and Fisheries in Figures 2018. Jakarta (ID): Center for Data, Statistics and Information, Indonesia’s Ministry of Maritime Affairs and Fisheries.
Lin, B., & Du, K. (2013). Technology gap and China’s regional energy efficiency: a parametric metafrontier approach. Energy Economics, 40, 529-536. DOI: https://doi.org/10.1016/j.eneco.2013.08.013
Lin, B., & Zhao, H. (2016). Technology gap and regional energy efficiency in China’s textile industry: a non-parametric meta-frontier approach. Journal of Cleaner Production, 137, 21-28. DOI: https://doi.org/10.1016/j.jclepro.2016.07.055
Medal-Bartual, A., Garcia-Martin, C.-J., & Sala-Garrido, R. (2012). Efficiency analysis of small franchise enterprises through a DEA metafrontier model. The Service Industries Journal, 32(15), 2421-2434. DOI: https://doi.org/10.1080/02642069.2012.677829
O’Donnell, C. J., Rao, D. S., & Battese, G. E. (2008). Metafrontier frameworks for the study of firm-level efficiencies and technology ratios. Empirical Economics, 34(2), 231-255. DOI: https://doi.org/10.1007/s00181-007-0119-4
Osborne, S., & Trueblood, M.A. (2006). An examination of economic efficiency of Russian crop production in the reform period. Agricultural Economics, 34(1), 25–38. DOI: https://doi.org/10.1111/j.1574-0862.2006.00100.x
Prihantini, C.I. (2016). Profit Sharing Pattern for People’s Salt Business in Pamekasan Regency, East Java. [Thesis]. IPB University.
Prihantini, C.I., Syaukat, Y., & Fariyanti, A. (2017a). Comparison of Profit at Different Sharecropping System in Traditional Salt Production in Pamekasan Regency, East Java. Jurnal Sosial Ekonomi Kelautan Dan Perikanan, 12(1), 63–76. DOI: http://dx.doi.org/10.15578/jsekp.v12i1.3628
Prihantini, C.I., Syaukat, Y., & Fariyanti, A. (2017b). Comparison of Sharecropping System Salt Production Busineess in Pamekasan Regency, East Java. Jurnal Kebijakan Sosial Ekonomi Kelautan Dan Perikanan, 7(1), 77–90. DOI: https://doi.org/https://doi.org/10.29244/jai.2016.4.1.1-16
Rahman, M. T., Nielsen, R., Khan, M. A., & Asmild, M. (2019). Efficiency and production environmental heterogeneity in aquaculture: a meta-frontier DEA approach. Aquaculture, 509, 109-139. DOI: https://doi.org/10.1016/j.aquaculture.2019.05.002
Ramanathan, R. (2003). An introduction to data envelopment analysis: A tool for performance measurement. New Delhi: Sage Publication.
Santosa, G. W. (2015). Development of traditional salt production process for improving product quantity and quality in Jepara District, Central Java, Indonesia. Procedia Environmental Sciences, 23, 175-178. DOI: https://doi.org/10.1016/j.proenv.2015.01.027
Sarker, M. A., Arshad, F. M., Alam, M. F., Mohamed, Z. A., & Khan, M. A. (2016). Stochastic modelling of production risk and technical efficiency of Thai koi (Anabas testudineus) farming in northern Bangladesh. Aquaculture Economics and Management 20(2):165-184. DOI: https://doi.org/10.1111/jwas.12666
Sedivy, V.M. (2009). Environmental balance of salt production speaks in favour of solar saltworks. Global NEST Journal, 11(1), 41-48, 2009. DOI: https://doi.org/10.30955/gnj.000567
Sovinc, A. (2009). Secovlje Salina Nature Park, Slovenia – new business model for preservation of wetlands at risk. Global NEST Journal, 11(1), 19-23, 2009. DOI: https://doi.org/10.30955/gnj.000615
Suhendra, A. (2016). Increasing the Productivity of Salt through HDPE Geomembrane — Indonesian Case History in Salt Evaporation Pond. Electronic Journal of Geotechnical Engineering, 21, 4273–4280. Retrieved from http://www.ejge.com/
Syafrial, T. H., Rahman, M. S., & Retnoningsih, D. (2021). The effects of improved Cassava variety adoption on farmers’ technical efficiency in Indonesia. Asian Journal of Agriculture and Rural Development, 11(4), 269-278. DOI: https://doi.org/10.18488/journal.ajard.2021.114.269.278
Ullah, A., Silalertruksa, T., Pongpat, P., & Gheewala, S. H. (2019). Efficiency analysis of sugarcane production systems in Thailand using data envelopment analysis. Journal of Cleaner Production, 238, 117877. DOI: https://doi.org/10.1016/j.jclepro.2019.117877
US Geological Survey. (2018). Mineral commodity summaries 2018: US Geological Survey, 200 p., DOI: https://doi.org/10.3133/70194932
Wang, Q., Zhao, Z., Zhou, P., Zhou, D. (2013). Energy efficiency and production technology heterogeneity in China: A meta-frontier DEA approach. Economic Modeling, 35, 283–289. DOI: https://doi.org/10.1016/j.econmod.2013.07.017
Zeno, C. (2009). The Ecological Importance of The Margherita Di Savoia Saltworks. Global NEST Journal, 11(1), 1-9, 2009. DOI: https://doi.org/10.30955/gnj.000573
Alvarez, A., Couce, L., & Trujillo, L. (2020). Does specialization affect the efficiency of small-scale fishing boats? Marine Policy, 113, 103796. DOI: https://doi.org/10.1016/j.marpol.2019.103796
Amami, D., & Ihsannudin, I. (2016). Efficiency of Salt Production Factors. Media Trend, 11(2), 166-174. DOI: https://doi.org/10.21107/mediatrend.v11i2.1600
Anam, M.K., & Prihatini, E.S. (2022). Technical Efficiency and Technology Gap of Fisheries Processing Industry in Indonesia: Meta-Frontier DEA Approach. Jurnal Sosial Ekonomi Kelautan dan Perikanan, 17(1), December 2022, DOI: http://dx.doi.org/10.15578/jsekp.v17i2.10214
Ariyani, A.H.M., Harianto, H., Suharno, S., & Syaukat, Y. (2020a). Factors Affecting Technology Adoption of Geoisolator on Solar Saltworks in East Java Province. AGRIEKONOMIKA, 9(1), 2020. DOI: https://doi.org/10.21107/agriekonomika.v9i1.6856
Ariyani, A.H.M., Harianto, H., Suharno, S., & Syaukat, Y. (2020b). Impact of Application of Geoisolator in Saltworks Business in East Java Province : A Propensity Score Matching Approach. International Journal of Progressive Sciences and Technologies (IJPSAT), 22(1), 40–47. DOI: http://dx.doi.org/10.52155/ijpsat.v22.1.2002
Balde, B.S., Kobayashi, H., Nohmi, M., Ishida, A., Matsumura, I., Esham, M., & Tolno, E. (2014). Socio-economic Analysis of Small-scale Salt Production Techniques in the Coastal Area of Guinea: as an Alternative for Improving Livelihood Status and Sustainable Mangrove Forest Management. International Journal of Research in Engineering, IT and Social Sciences, 3(9).
Banker, R. D., Charnes, A., & Cooper, W. W. (1984).Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078-1092. DOI: https://doi.org/10.1287/mnsc.30.9.1078
Chen, L. & Jia, G. (2017). Environmental efficiency analysis of China’s regional industry: a data envelopment analysis (DEA) based approach. Journal of Cleaner Production. 142, 846–853. DOI: https://doi.org/10.1016/j.jclepro.2016.01.045
Chiu, C.-R., Liou, J.-L., Wu, P.-I., & Fang, C.-L. (2012). Decomposition of the environmental inefficiency of the meta-frontier with undesirable output. Energy Economics, 34(5), 1392-1399. DOI: https://doi.org/10.1016/j.eneco.2012.06.003
Coelli, T.J., Rao, D.S.P., O’Donnell, C.J., & Battese, G.E. (2005). An Introduction to Efficiency and Productivity Analysis 2nd ed., New York (US): Springer Science & Business Media, Inc.
Crisman, T.L., Takavakoglou, V., Alexandridis, T., Antonopoulos, V., & Zalidis G. (2009). Rehabilitation of abandoned saltworks to maximize conservation, ecotourism and water treatment potential. Global NEST Journal, 11(1), pp 24-31, 2009. DOI: https://doi.org/10.30955/gnj.000614
Dardir, A.A., & Wali, A.M.A. (2009). Extraction of salts from lake quaroun, Egypt: environmental and economic impacts. Global NEST Journal, 11(1), 106-113, 2009. DOI: https://doi.org/10.30955/gnj.000571
Davis, J.S. (2009). Management of biological systems for continuously-operated solar saltworks. Global NEST Journal, 11(1), 73-78, 2009. DOI: https://doi.org/10.30955/gnj.000569
Hanani, N., Asmara, R., & Fahriyah, F. (2023). Technology gap ratio decomposition in sugarcane farming in Indonesia. Asian Journal of Agriculture and Rural Development, 13(1), 1–7. DOI: http://dx.doi.org/10.55493/5005.v13i1.470
Indonesia’s Ministry of Industry. (2018). Industrial Salt Needs Soared 76.19% in 2018. https://kemenperin.go.id/
Indonesia’s Ministry of Maritime Affairs and Fisheries. (2018). Maritime Affairs and Fisheries in Figures 2018. Jakarta (ID): Center for Data, Statistics and Information, Indonesia’s Ministry of Maritime Affairs and Fisheries.
Lin, B., & Du, K. (2013). Technology gap and China’s regional energy efficiency: a parametric metafrontier approach. Energy Economics, 40, 529-536. DOI: https://doi.org/10.1016/j.eneco.2013.08.013
Lin, B., & Zhao, H. (2016). Technology gap and regional energy efficiency in China’s textile industry: a non-parametric meta-frontier approach. Journal of Cleaner Production, 137, 21-28. DOI: https://doi.org/10.1016/j.jclepro.2016.07.055
Medal-Bartual, A., Garcia-Martin, C.-J., & Sala-Garrido, R. (2012). Efficiency analysis of small franchise enterprises through a DEA metafrontier model. The Service Industries Journal, 32(15), 2421-2434. DOI: https://doi.org/10.1080/02642069.2012.677829
O’Donnell, C. J., Rao, D. S., & Battese, G. E. (2008). Metafrontier frameworks for the study of firm-level efficiencies and technology ratios. Empirical Economics, 34(2), 231-255. DOI: https://doi.org/10.1007/s00181-007-0119-4
Osborne, S., & Trueblood, M.A. (2006). An examination of economic efficiency of Russian crop production in the reform period. Agricultural Economics, 34(1), 25–38. DOI: https://doi.org/10.1111/j.1574-0862.2006.00100.x
Prihantini, C.I. (2016). Profit Sharing Pattern for People’s Salt Business in Pamekasan Regency, East Java. [Thesis]. IPB University.
Prihantini, C.I., Syaukat, Y., & Fariyanti, A. (2017a). Comparison of Profit at Different Sharecropping System in Traditional Salt Production in Pamekasan Regency, East Java. Jurnal Sosial Ekonomi Kelautan Dan Perikanan, 12(1), 63–76. DOI: http://dx.doi.org/10.15578/jsekp.v12i1.3628
Prihantini, C.I., Syaukat, Y., & Fariyanti, A. (2017b). Comparison of Sharecropping System Salt Production Busineess in Pamekasan Regency, East Java. Jurnal Kebijakan Sosial Ekonomi Kelautan Dan Perikanan, 7(1), 77–90. DOI: https://doi.org/https://doi.org/10.29244/jai.2016.4.1.1-16
Rahman, M. T., Nielsen, R., Khan, M. A., & Asmild, M. (2019). Efficiency and production environmental heterogeneity in aquaculture: a meta-frontier DEA approach. Aquaculture, 509, 109-139. DOI: https://doi.org/10.1016/j.aquaculture.2019.05.002
Ramanathan, R. (2003). An introduction to data envelopment analysis: A tool for performance measurement. New Delhi: Sage Publication.
Santosa, G. W. (2015). Development of traditional salt production process for improving product quantity and quality in Jepara District, Central Java, Indonesia. Procedia Environmental Sciences, 23, 175-178. DOI: https://doi.org/10.1016/j.proenv.2015.01.027
Sarker, M. A., Arshad, F. M., Alam, M. F., Mohamed, Z. A., & Khan, M. A. (2016). Stochastic modelling of production risk and technical efficiency of Thai koi (Anabas testudineus) farming in northern Bangladesh. Aquaculture Economics and Management 20(2):165-184. DOI: https://doi.org/10.1111/jwas.12666
Sedivy, V.M. (2009). Environmental balance of salt production speaks in favour of solar saltworks. Global NEST Journal, 11(1), 41-48, 2009. DOI: https://doi.org/10.30955/gnj.000567
Sovinc, A. (2009). Secovlje Salina Nature Park, Slovenia – new business model for preservation of wetlands at risk. Global NEST Journal, 11(1), 19-23, 2009. DOI: https://doi.org/10.30955/gnj.000615
Suhendra, A. (2016). Increasing the Productivity of Salt through HDPE Geomembrane — Indonesian Case History in Salt Evaporation Pond. Electronic Journal of Geotechnical Engineering, 21, 4273–4280. Retrieved from http://www.ejge.com/
Syafrial, T. H., Rahman, M. S., & Retnoningsih, D. (2021). The effects of improved Cassava variety adoption on farmers’ technical efficiency in Indonesia. Asian Journal of Agriculture and Rural Development, 11(4), 269-278. DOI: https://doi.org/10.18488/journal.ajard.2021.114.269.278
Ullah, A., Silalertruksa, T., Pongpat, P., & Gheewala, S. H. (2019). Efficiency analysis of sugarcane production systems in Thailand using data envelopment analysis. Journal of Cleaner Production, 238, 117877. DOI: https://doi.org/10.1016/j.jclepro.2019.117877
US Geological Survey. (2018). Mineral commodity summaries 2018: US Geological Survey, 200 p., DOI: https://doi.org/10.3133/70194932
Wang, Q., Zhao, Z., Zhou, P., Zhou, D. (2013). Energy efficiency and production technology heterogeneity in China: A meta-frontier DEA approach. Economic Modeling, 35, 283–289. DOI: https://doi.org/10.1016/j.econmod.2013.07.017
Zeno, C. (2009). The Ecological Importance of The Margherita Di Savoia Saltworks. Global NEST Journal, 11(1), 1-9, 2009. DOI: https://doi.org/10.30955/gnj.000573