Penerapan Data Envelopment Analysis dalam Pengukuran Efisiensi Teknis Produktivitas Tanaman Jeruk di Kabupaten Sleman
Keywords:
DEA, Pengukuran, Efisiensi, Analysis, Jeruk
Abstract
Indonesia mempunyai potensi pasar yang baik untuk komoditas jeruk, salah satunya di Sleman. Sleman merupakan kabupaten yang berada di lereng Gunung Merapi, sebagian besar tanahnya digunakan sebagai lahan pertanian. Jeruk adalah salah satu komoditas unggulan hortikultura dapat tumbuh dan berproduksi di dataran rendah sampai dataran tinggi. Di Kabupaten Sleman, untuk produksi jeruk belum dapat terpenuhi, sehingga harus mendatangkan jeruk dari wilayah lain. Oleh karenanya diperlukan pendekatan Data Envelopment Analysis bertujuan untuk mengukur efisiensi relatif teknik produktivitas tanaman jeruk di Kabupaten Sleman. DMU didasarkan pada perbandingan data tahunan dari 2017 hingga 2021 mengacu pada data yang homogen. Pengukuran efisiensi teknis produktivitas tanaman menunjukkan tren positif kembali di tahun 2021, dimana menunjukkan pencapaian dengan tingkat efisiensi relatif mencapai 100% atau bernilai 1, sehingga dapat menjadi acuan untuk tahun-tahun berikutnya.
References
Bernard, B. M., Song, Y., Hena, S., Ahmad, F., & Wang, X. (2022). Assessing Africa ’ s Agricultural TFP for Food Security and Effects on Human Development : Evidence from 35 Countries.
Bournaris, T., & Vlontzos, G. (2019). Efficiency of Vegetables Produced in Glasshouses : The Impact of Data Envelopment Analysis ( DEA ) in Land Management Decision Making, 1–11. https://doi.org/10.3390/land8010017
Chang, M., Liu, J., Shi, H., & Guo, T. (2022). The Effect of Off-Farm Employment on Agricultural Production Efficiency : Micro Evidence in China, 1–12.
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429–444.
Emrouznejad, A., Amin, G. R., Ghiyasi, M., & Michali, M. (2023). A Review of Inverse Data Envelopment Analysis : Origins , Development , and Future Directions. IMA Journal of Management Mathematics, (April), 1–38. https://doi.org/10.1093/imaman/dpad006
Fimawahib, L., Bakti, I. R., & Supriyanto, A. (2022). Algoritma K-Medoids untuk Pengelompokan Produksi Padi dan Beras sebagai Upaya Optimalisasi Ketahanan Pangan di Provinsi Riau. SATIN – Sains Dan Teknologi Informasi, 8(2), 13–24. https://doi.org/10.33372/stn.v8i2.877
Ganesha, H. S., Vaswani, L. K., & Subudhi, R. N. (2019). Efficiency Measurement using Dea. International Journal of Recent Technology and Engineering (IJRTE), 8(3), 8237–8241. https://doi.org/10.35940/ijrte.C6721.098319
Hardiyan, & Wahyudin. (2021). Pengukuran Efisiensi Relatif Distribusi Listrik PT PLN ( Persero ) Wilayah DKI Jakarta Dengan Metode DEA. Jurnal Teknik Komputer, 7(1), 64–67. https://doi.org/10.31294/jtk.v4i2
Hersy, V., Saputri, L., Sutopo, W., & Hisjam, M. (2019). Sustainable Agri-Food Supply Chain Performance Measurement Model for GMO and Non-GMO Using Data Envelopment Analysis Method. Applied Sciences, 9. https://doi.org/10.3390/app9061199
Isgin, T., Ozel, R., Bilgic, A., Florkowsky, W. J., & Sevinc, M. R. (2020). DEA Performance Measurements in Cotton Production of Harran Plain , Turkey : A Single and Double Bootstrap Truncated Regression Approaches. Sustainability, 12.
Kyrgiakos, L. S., Kleftodimos, G., Vlontzos, G., & Pardalos, P. M. (2023). A Systematic Literature Review of Data Envelopment Analysis Implementation in Agriculture under the Prism of Sustainability. Operational Research (Vol. 23). Springer Berlin Heidelberg. https://doi.org/10.1007/s12351-023-00741-5
Liang, Y., Jing, X., Wang, Y., Shi, Y., & Ruan, J. (2019). Evaluating Production Process Efficiency of Provincial Greenhouse Vegetables in China Using Data Envelopment Analysis : A Green. Processes, 7. https://doi.org/10.3390/pr7110780
Nellutla, R., Goverdhan, M., & Vajjha, H. (2018). Measuring the Technical Efficiency of Decision Making Units by CCR Model in Measuring the Technical Efficiency of Decision Making Units by CCR Model in Data Envelopment Analysis. International Journal of Scientific Research in Mathematical and Statistical Sciences, 5(4), 54–60. https://doi.org/10.26438/ijsrmss/v5i4.5460
Nguyen, T. T. T., Le, H. H., Ho, T. M. H., Dogot, T., Burny, P., Bui, T. N., & Lebailly, P. (2020). Efficiency Analysis of the Progress of Orange Farms in Tuyen Quang Province , Vietnam Towards Sustainable Development. Sustainability, 12.
Prastika, Y. D., Puruhito, D. D., & Listiyani. (2016). Studi Komparatif Penggunaan Urin Sapi pada Tanaman Jeruk (Studi Kasus di Desa Taro, Kec.Tegallalang, Kab. Gianyar). Masepi, 1(1).
Rifqi, M., & Basorudin. (2020). Penerapan Metode Weighted Product untuk Pemilihan Tanaman Tumpangsari pada Kebun Kelapa Sawit. SATIN – Sains Dan Teknologi Informasi, 6(2), 2020. https://doi.org/10.33372/stn.v6i2.670
Rybaczewska-Błazejowska, M., & Gierulski, W. (2018). Eco-Efficiency Evaluation of Agricultural Production in the EU-28. Sustainability, 10, 1–21. https://doi.org/10.3390/su10124544
Shafiee, M., & Saleh, H. (2019). Evaluation of Strategic Performance with Fuzzy Data Envelopment Analysis. International Journal of Data Envelopment Analysis, 7(4), 1–20.
Sholihah, E. N. (2022). Risk Management of Salak Pondoh Business Production in Turi District, Sleman Regency. Agrisep, 21(1), 193–206. https://doi.org/10.31186/jagrisep.21.1.193-206
Syp, A., & Osuch, D. (2018). Assessment of Farm Efficiency and Productivity : A Data Analysis Envelopment Approach (pp. 146–153). https://doi.org/10.22616/rrd.24.2018.065
Wang, C., Nguyen, M., Nguyen, T., Hsu, H., & Nguyen, T.-H.-Y. (2021). Effective Decision Making : Data Envelopment Analysis for Efficiency Evaluation in the Cloud Computing Marketplaces, 10, 1–18.
Bournaris, T., & Vlontzos, G. (2019). Efficiency of Vegetables Produced in Glasshouses : The Impact of Data Envelopment Analysis ( DEA ) in Land Management Decision Making, 1–11. https://doi.org/10.3390/land8010017
Chang, M., Liu, J., Shi, H., & Guo, T. (2022). The Effect of Off-Farm Employment on Agricultural Production Efficiency : Micro Evidence in China, 1–12.
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429–444.
Emrouznejad, A., Amin, G. R., Ghiyasi, M., & Michali, M. (2023). A Review of Inverse Data Envelopment Analysis : Origins , Development , and Future Directions. IMA Journal of Management Mathematics, (April), 1–38. https://doi.org/10.1093/imaman/dpad006
Fimawahib, L., Bakti, I. R., & Supriyanto, A. (2022). Algoritma K-Medoids untuk Pengelompokan Produksi Padi dan Beras sebagai Upaya Optimalisasi Ketahanan Pangan di Provinsi Riau. SATIN – Sains Dan Teknologi Informasi, 8(2), 13–24. https://doi.org/10.33372/stn.v8i2.877
Ganesha, H. S., Vaswani, L. K., & Subudhi, R. N. (2019). Efficiency Measurement using Dea. International Journal of Recent Technology and Engineering (IJRTE), 8(3), 8237–8241. https://doi.org/10.35940/ijrte.C6721.098319
Hardiyan, & Wahyudin. (2021). Pengukuran Efisiensi Relatif Distribusi Listrik PT PLN ( Persero ) Wilayah DKI Jakarta Dengan Metode DEA. Jurnal Teknik Komputer, 7(1), 64–67. https://doi.org/10.31294/jtk.v4i2
Hersy, V., Saputri, L., Sutopo, W., & Hisjam, M. (2019). Sustainable Agri-Food Supply Chain Performance Measurement Model for GMO and Non-GMO Using Data Envelopment Analysis Method. Applied Sciences, 9. https://doi.org/10.3390/app9061199
Isgin, T., Ozel, R., Bilgic, A., Florkowsky, W. J., & Sevinc, M. R. (2020). DEA Performance Measurements in Cotton Production of Harran Plain , Turkey : A Single and Double Bootstrap Truncated Regression Approaches. Sustainability, 12.
Kyrgiakos, L. S., Kleftodimos, G., Vlontzos, G., & Pardalos, P. M. (2023). A Systematic Literature Review of Data Envelopment Analysis Implementation in Agriculture under the Prism of Sustainability. Operational Research (Vol. 23). Springer Berlin Heidelberg. https://doi.org/10.1007/s12351-023-00741-5
Liang, Y., Jing, X., Wang, Y., Shi, Y., & Ruan, J. (2019). Evaluating Production Process Efficiency of Provincial Greenhouse Vegetables in China Using Data Envelopment Analysis : A Green. Processes, 7. https://doi.org/10.3390/pr7110780
Nellutla, R., Goverdhan, M., & Vajjha, H. (2018). Measuring the Technical Efficiency of Decision Making Units by CCR Model in Measuring the Technical Efficiency of Decision Making Units by CCR Model in Data Envelopment Analysis. International Journal of Scientific Research in Mathematical and Statistical Sciences, 5(4), 54–60. https://doi.org/10.26438/ijsrmss/v5i4.5460
Nguyen, T. T. T., Le, H. H., Ho, T. M. H., Dogot, T., Burny, P., Bui, T. N., & Lebailly, P. (2020). Efficiency Analysis of the Progress of Orange Farms in Tuyen Quang Province , Vietnam Towards Sustainable Development. Sustainability, 12.
Prastika, Y. D., Puruhito, D. D., & Listiyani. (2016). Studi Komparatif Penggunaan Urin Sapi pada Tanaman Jeruk (Studi Kasus di Desa Taro, Kec.Tegallalang, Kab. Gianyar). Masepi, 1(1).
Rifqi, M., & Basorudin. (2020). Penerapan Metode Weighted Product untuk Pemilihan Tanaman Tumpangsari pada Kebun Kelapa Sawit. SATIN – Sains Dan Teknologi Informasi, 6(2), 2020. https://doi.org/10.33372/stn.v6i2.670
Rybaczewska-Błazejowska, M., & Gierulski, W. (2018). Eco-Efficiency Evaluation of Agricultural Production in the EU-28. Sustainability, 10, 1–21. https://doi.org/10.3390/su10124544
Shafiee, M., & Saleh, H. (2019). Evaluation of Strategic Performance with Fuzzy Data Envelopment Analysis. International Journal of Data Envelopment Analysis, 7(4), 1–20.
Sholihah, E. N. (2022). Risk Management of Salak Pondoh Business Production in Turi District, Sleman Regency. Agrisep, 21(1), 193–206. https://doi.org/10.31186/jagrisep.21.1.193-206
Syp, A., & Osuch, D. (2018). Assessment of Farm Efficiency and Productivity : A Data Analysis Envelopment Approach (pp. 146–153). https://doi.org/10.22616/rrd.24.2018.065
Wang, C., Nguyen, M., Nguyen, T., Hsu, H., & Nguyen, T.-H.-Y. (2021). Effective Decision Making : Data Envelopment Analysis for Efficiency Evaluation in the Cloud Computing Marketplaces, 10, 1–18.
Published
2023-06-22
How to Cite
Hardiyan, Yunita, Junaidi , A., & Agus Sobari , I. (2023). Penerapan Data Envelopment Analysis dalam Pengukuran Efisiensi Teknis Produktivitas Tanaman Jeruk di Kabupaten Sleman. SATIN - Sains Dan Teknologi Informasi, 9(1), 168-177. https://doi.org/10.33372/stn.v9i1.966
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Copyright (c) 2023 Yunita (Author)
This work is licensed under a Creative Commons Attribution 4.0 International License.
