TECHNICAL EFFICIENCY AND PRODUCTION SCALE ANALYSIS IN SMALL-SCALE TUNA HANDLINE FISHERIES IN WEST SULAWESI

Authors

  • Muh Aldhy Hatmar Faculty of Animal Science and Fisheries, Universitas Sulawesi Barat, Majene 91412, Indonesia
  • Alfa Nelwan Department of Fisheries Resource Utilization, Faculty of Marine Science and Fisheries, Hasanuddin University. Jalan Perintis Kemerdekaan Km.10, Makassar 90245, South Sulawesi, Indonesia

DOI:

https://doi.org/10.29244/78wc4n87

Abstract

Tuna fishing activity in West Sulawesi has intensified in recent years, raising concerns regarding the sustainability of the fishery in the Makassar Strait amid increasing fishing pressure. This study evaluates the capacity utilization and resource use efficiency of small-scale handline vessels by measuring their technical and scale efficiency. A total of 78 tuna handline vessels were analyzed using an output-oriented Data Envelopment Analysis (DEA) model under Variable Returns to Scale (VRS), covering two vessel categories: <5 GT and 5–10 GT. Vessel samples were selected through stratified random sampling from the Banggae and Tinambung sub-districts. The results show that vessels in the 5–10 GT category exhibit higher technical efficiency in utilizing production inputs and fishing capacity, while vessels smaller than 5 GT tend to operate closer to the optimal scale, with most exhibiting increasing returns to scale (IRS). These findings highlight that efficiency improvements in the small-scale segment could be achieved through targeted technological assistance and training, particularly among smaller vessels (<5 GT), while capacity management remains essential in larger vessels (5–10 GT) to prevent excessive fishing effort. Integrating efficiency-based management insights with Indonesia’s Measured Catch Policy is critical to support the sustainability of tuna fisheries in the region.

Keywords:       DEA, scale efficiency, small-scale fisheries, tuna fishing, technical efficiency

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References

Akinyemi, T. J., Aheto, D. W., & Akpalu, W. 2022. Sampling Error and Its Implication for Capture Fisheries Management in Ghana. Fishes, 7(6), 333; 1-12. https://doi.org/10.3390/fishes7060333

Al-Siyabi, M., Bose, S., & Al-Masroori, H. 2021. The Extent, Dynamics, and Potential Predictors of Technical Efficiency and Capacity Utilisation in Small-scale Fisheries in Oman. Asian Fisheries Science, 34(1), 63–72. https://doi.org/10.33997/j.afs.2021.34.1.007

Arthur, R., Skerritt, D. J., Schuhbauer, A., Ebrahim, N., Friend, R., & Sumaila, U. R. 2021. Small‐scale Fisheries and Local Food Systems: Transformations, Threats and Opportunities. Fish and Fisheries, 23(1), 109–124. https://doi.org/10.1111/faf.12602

Bell, J. D., Watson, R., & Ye, Y. 2016. Global Fishing Capacity and Fishing Effort from 1950 to 2012. Fish and Fisheries, 18(3), 489–505. https://doi.org/10.1111/faf.12187

Béné, C., Barangé, M., Subasinghe, R. P., Pinstrup‐Andersen, P., Merino, G., Hemre, G. I., & Williams, M. J. 2015. Feeding 9 Billion by 2050 – Putting Fish Back on the Menu. Food Security, 7(2), 261–274. https://doi.org/10.1007/s12571-015-0427-z

Bertheussen, B. A., & Vassdal, T. 2022. Rent Generation Under the Norwegian Rights-Based Pelagic Fishery. Frontiers in Marine Science, 9: 841505, 1-13. https://doi.org/10.3389/fmars.2022.841505

BPS-Statistics of Sulawesi Barat Province. 2023. Provinsi Sulawesi Barat Dalam Angka. Mamuju: BPS Sulawesi Barat Province. Erlangga Grafis. 668 p.

BPS-Statistics Majene Regency. 2024. Kabupaten Majene Dalam Angka 2024 (Mohammad Jufri (editor)). Majene: BPS Majene Regency. 386

Canty, S. W. J., & Deichmann, J. L. 2022. Do Small‐scale Fisheries Have the Capacity to Provide Food Security to Coastal Populations? Fish and Fisheries, 23(3), 708–718. https://doi.org/10.1111/faf.12643

Cao, N. T. H., Eide, A., Armstrong, C. W., & Le, L. K. 2021. Measuring Capacity Utilization in Fisheries using Physical or Economic Variables: A Data Envelope Analysis of a Vietnamese Purse Seine Fishery. Fisheries Research, 243(106087), 1-9 https://doi.org/10.1016/j.fishres.2021.106087

Coelli TJ. 1996. A Guide to DEAP Version 2.1: A Data Envelopment Analysis (Computer) Program. CEPA Working Papers, 96/08: 1–49. Centre for Efficiency and Productivity Analysis, University of New England.

Colloca, F., Scarcella, G., & Libralato, S. 2017. Recent Trends and Impacts of Fisheries Exploitation on Mediterranean Stocks and Ecosystems. Frontiers in Marine Science, 4(244), 1-13. https://doi.org/10.3389/fmars.2017.00244

Cooke, S. J., Venturelli, P. A., Twardek, W. M., Lennox, R. J., Brownscombe, J. W., Skov, C., Hyder, K., Suski, C. D., Diggles, B. K., Arlinghaus, R., & Danylchuk, A. J. 2021. Technological Innovations in the Recreational Fishing Sector: Implications for Fisheries Management and Policy. Reviews in Fish Biology and Fisheries, 31(2), 253–288. https://doi.org/10.1007/s11160-021-09643-1

Digal, L. N., Astronomo, I. J. T., Placencia, S. G. P., & Balgos, C. Q. 2017. Technical Efficiency of Handline Fishers in Region 12, Philippines: Application of Data Envelopment Analysis. Asian Fisheries Science, 30(4), 215–226. https://doi.org/10.33997/j.afs.2017.30.4.001

Ding, Q., Shan, X., Jin, X., & Gorfine, H. 2022. Achieving Greater Equity in Allocation of Catch Shares: A Case Study in China. Frontiers in Marine Science, 9(1049893), 1-10. https://doi.org/10.3389/fmars.2022.1049893

Dong, J., Qiao, D., Yuan, B., & Xu, T. 2022. Total Factor Productivity of China’s Marine Economy: A Meta-Analysis. Frontiers in Marine Science, 9(1014112), 1-16. https://doi.org/10.3389/fmars.2022.1014112

Efendi, D. S., Adrianto, L., & Wardiatno, Y. 2020. The Economic Performance of Grouper (Serranidae) and Snapper (lutjanidae) Fisheries in Saleh Bay, Indonesia. AACL Bioflux, 13(6), 3556–3565. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100396474&partnerID=40&md5=0ccf4c7d6b983e55784a874c13d9c859

Gbigbi, T. M. 2019. Technical Efficiency and Artisanal Fishing Households: Any Hope in Oil Extracting Locations? Evidence from Nigeria. Ege Journal of Fisheries and Aquatic Sciences, 36(3), 219–228. https://doi.org/10.12714/egejfas.2019.36.3.03

Gigentika, S., Nurani, T. W., Wisudo, S. H., & Haluan, J. 2016. Fishing Capacity and Technical Efficiency of Tuna Fisheries in Kupang, Indonesia. AACL Bioflux, 9(4), 854–863. https://bioflux.com.ro/docs/2016.854-863.pdf

Gómez, S., & Maynou, F. 2020. Economic, Sociocultural and Ecological Dimensions of Fishing Capacity in NW Mediterranean Fisheries. Ocean & Coastal Management, 197(105323). 1-10. https://doi.org/10.1016/j.ocecoaman.2020.105323

Gordon, A. L., Napitu, A. M., Huber, B. A., Gruenburg, L. K., Pujiana, K., Agustiadi, T., Kuswardani, A., Mbay, N., & Setiawan, A. 2019. Makassar Strait Throughflow Seasonal and Interannual Variability: An Overview. Journal of Geophysical Research Oceans, 124(6), 3724–3736. https://doi.org/10.1029/2018jc014502

Hatmar, M. A., & Nelwan, A. 2024. Surplus production model for the tuna (Thunnus Sp.) in Makassar Strait Waters. IOP Conference Series: Earth and Environmental Science, 1410(012019), 1-10. https://doi.org/10.1088/1755-1315/1410/1/012019

Hopewell, K. 2022. Emerging Powers, Leadership, and South–South Solidarity: The Battle Over Special and Differential Treatment at the WTO. Global Policy, 13(4), 469–482. https://doi.org/10.1111/1758-5899.13092

Jennings, G., & Yamazaki. 2016. Excess Capacity and Capital Malleability in a Fishery With Myopic Expectations. Marine Resource Economics, 31(1), 63-81.. https://doi.org/10.2307/44011881

Júnior, J. G. C. de O., Silva, L. P. S., Malhado, A. C. M., Batista, V. da S., Fabré, N. N., & Ladle, R. J. 2016. Artisanal Fisheries Research: A Need for Globalization? Plos One, 11(3), e0150689, 1-10. https://doi.org/10.1371/journal.pone.0150689

Jurwanto, W., Palo, M., Hatmar, A., & Jufri, A. 2025. Status of Utilization and Catch-at-Size Distribution of the Yellowfin Tuna in West Sulawesi Waters. Egyptian Journal of Aquatic Biology and Fisheries, 29(1), 1071–1088. https://doi.org/10.21608/ejabf.2025.408728

Kamiyama, R., & Miyata, T. 2023. Applicability of Data Envelopment Analysis using Vessel-Level Data to the Estimation of Technical Efficiency and Capacity Utilization of the Small-Scale Squid Angling Fishery in Aomori Prefecture, Japan. Fisheries Research, 262(1), 106664, 1-10. https://doi.org/10.1016/j.fishres.2023.106664

Kasim, K., Nugroho, D., Muawanah, U., Triharyuni, S., & Samusamu, A. S. 2021. Does (cantrang) Trawl Fishing Become More Efficient After the Partial Trawl Ban? A Case Study of Technical Efficiency of Cantrang Fishery in the Java Sea – Indonesia. E3s Web of Conferences, 322(03005), 1-9. https://doi.org/10.1051/e3sconf/202132203005

Khan, A., Dewanti, L., Apriliani, I., Supriadi, D., Nasution, A., Gray, T., Mill, A., & Polunin, N. 2020. Study on Market Process of Tuna Pole-and-Line Fishery in Eastern Indonesia: A Study Case in Sorong, Papua Barat Province. Indonesian Fisheries Research Journal, 26(1), 33-39. https://doi.org/10.15578/ifrj.26.1.2020.33-39

Krumhansl, K. A., Bergman, J. N., & Salomon, A. K. 2017. Assessing the Ecosystem‐level Consequences of a Small‐scale Artisanal Kelp Fishery Within the Context of Climate‐change. Ecological Applications, 27(3), 799–813. https://doi.org/10.1002/eap.1484

Liu, S., Sun, J., Lyu, C., Chu, T.-J., & Zhang, H.-X. 2021. Evaluating Fishing Capacity Based on DEA and Regression Analysis of China’s Offshore Fishery. Journal of Marine Science and Engineering, 9(1402), 1-24. https://doi.org/10.3390/jmse9121402

Liu, Z., Lu, W., Wang, T., Zhang, Y., He, L., Yang, L., & Deng, L. 2025. The Assessment of Carrying Capacity of Marine Fishery Resources in China. Frontiers in Marine Science, 11(1518235), 1-12. https://doi.org/10.3389/fmars.2024.1518235

Moniharapon, R., Hiariey, J., & Bawole, D. 2024. Efisiensi Perikanan Tuna Hand Line di Dusun Parigi Wahai Maluku Tengah. Triton: Jurnal Manajemen Sumberdaya Perairan, 20(1), 1-15. https://doi.org/10.30598/TRITONvol20issue1page1-15

Muawanah, U., Kasim, K., Endroyono, S., & Rosyidi, I. 2021. Technical Efficiency of the Shrimp Trawl Fishery in Aru and the Arafura Sea, the Eastern Part of Indonesia. The Journal of Business, Economics and Environmental Studies, 11(2), 5–13. https://doi.org/10.13106/jbees.2021.vol11.no2.5

Olii, A., Yapanto, L., & Akili, S. 2019. The Efficiency Handline Fishing Gear in Gorontalo Regency, Indonesia. Asian Journal of Fisheries and Aquatic Research. 4(4), 1–10. https://doi.org/10.9734/ajfar/2019/v4i430061

Pascoe, S., & Tingley, D. 2016. Capacity and Technical Efficiency Estimation in Fisheries: Parametric and Non-parametric Techniques. In International Series in Operations Research and Management Science. 99(14), (273–294). https://www.scopus.com/inward/record.uri?eid=2-s2.0-84955146142&partnerID=40&md5=e4ccc29f2a1a501f492a6e38d13086b3

Pauly, D., & Zeller, D. 2016. Catch Reconstructions Reveal that Global Marine Fisheries Catches are Higher than Reported and Declining. Nature Communications, 7(1), 10244, 1-9. https://doi.org/10.1038/ncomms10244

Roberts, C. M., O‘Leary, B. C., McCauley, D. J., Cury, P., Duarte, C. M., Lubchenco, J., Pauly, D., Sáenz–Arroyo, A., Sumaila, U. R., Wilson, R. W., Worm, B., & Castilla, J. C. 2017. Marine Reserves Can Mitigate and Promote Adaptation to Climate Change. Proceedings of the National Academy of Sciences, 114(24), 6167–6175. https://doi.org/10.1073/pnas.1701262114

Rust, S. W., Jennings, S., & Yamazaki, S. 2016. Excess Capacity and Capital Malleability in a Fishery With Myopic Expectations. Marine Resource Economics, 31(1), 63–81. https://doi.org/10.1086/684079

Sala, E., Mayorga, J., Costello, C., Kroodsma, D., Palomares, M. L. D., Pauly, D., Sumaila, U. R., & Zeller, D. 2018. The Economics of Fishing the High Seas. Science Advances, 4(6), 1-13. https://doi.org/10.1126/sciadv.aat2504

Schrobback, P., Schrobback, K., Pascoe, S., McWhinnie, S., & Hoshino, E. 2023. Spatial and Temporal Fishery Management Assessment using DEA: Case Study of Spanner Crabs in Queensland, Australia. Fisheries Research, 266(106789), 1-12. https://doi.org/10.1016/j.fishres.2023.106789

Siahainenia, S. M., Hiariey, J., Baskoro, M. S., & Waeleruny, W. 2017. Efficiency and Economic Benefits of Skipjack Pole and Line (Huhate) in Central Moluccas, Indonesia. IOP Conference Series: Earth and Environmental Science, 89(012024), 1-9. https://doi.org/10.1088/1755-1315/89/1/012024

Siyabi, M. A., & Bose, S. 2018. Capacity Utilization in Small-scale Fisheries: A Case of the Sultanate of Oman. Sri Lanka Journal of Aquatic Sciences, 23(2), 163–172. https://doi.org/10.4038/sljas.v23i2.7557

Syamsuddin, M. L. 2023. Variation in Eastern Little Tuna (Euthynnus Affinis) Catches Related to El Niño Southern Oscillation (ENSO) Events in the Makassar Strait. IOP Conference Series Earth and Environmental Science, 1289(12007), 1-15. https://doi.org/10.1088/1755-1315/1289/1/012007

Tidd, A., Caballero, V., Ojea, E., Watson, R., & Molinos, J. G. 2023a. Estimating Global Artisanal Fishing Fleet Responses in an Era of Rapid Climate and Economic Change. Frontiers in Marine Science, 10(997014), 1-15. https://doi.org/10.3389/fmars.2023.997014

Tidd, A., Dagorn, L., Capello, M., & Guillotreau, P. 2025. Overcapacity and Dynamics of a Tuna Fleet Facing Catch Limits and High Efficiency: The Case of the Indian Ocean Tuna Fishery. Reviews in Fish Biology and Fisheries. 35, 619–631 https://doi.org/10.1007/s11160-025-09925-y

Tidd, A. N., Floc’h, L., Imzilen, T., Tolotti, M., Dagorn, L., Capello, M., & Guillotreau, P. 2023b. How Technical Change Has Boosted Fish Aggregation Device Productivity in the Indian Ocean Tuna Fishery. Scientific Reports, 13(1), 17834. https://doi.org/10.1038/s41598-023-45112-4

Villasante, S., Macho, G., Silva, M. R. O., Lopes, P. F. M., Pita, P., Simón, A., Balsa, J. C. M., Olabarría, C., Vázquez, E., & Calvo, N. 2022. Resilience and Social Adaptation to Climate Change Impacts in Small-Scale Fisheries. Frontiers in Marine Science, 9(802762), 1-18. https://doi.org/10.3389/fmars.2022.802762

Walden, J., & Atwood, J. 2023. Measuring Fishing Capacity using Quantile Data Envelopment Analysis. Marine Resource Economics, 38(3), 230-247. https://doi.org/10.1086/724932

Wicaksono, B. R. 2019. The Fisheries Subsidies in Indonesia and China. Jurnal Ekonomi & Studi Pembangunan, 20(2), 176–189. https://doi.org/10.18196/jesp.20.2.5023

Yang, H.-J., Peng, D., Liu, H., Mu, Y., & Kim, D.-H. 2022. Is China’s Fishing Capacity Management Sufficient? Quantitative Assessment of China’s Efforts toward Fishing Capacity Management and Proposals for Improvement. In Journal of Marine Science and Engineering. 10(1998), 1-18. https://doi.org/10.3390/jmse10121998

Zhaoqun S.,Rong W., & Yugui Z. 2018. Analysis on Technical Efficiency and Influencing Factors of Fishing Vessels: A Case Study of Haizhou Bay, China, 17(3), 516 - 532. https://doi.org/10.22092/IJFS.2018.116608

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Published

2026-02-19

How to Cite

Hatmar, M. A., & Nelwan, A. (2026). TECHNICAL EFFICIENCY AND PRODUCTION SCALE ANALYSIS IN SMALL-SCALE TUNA HANDLINE FISHERIES IN WEST SULAWESI. Marine Fisheries : Journal of Marine Fisheries Technology and Management, 16(2), 151-163. https://doi.org/10.29244/78wc4n87