Estimating technical efficiency and its determinants in Indonesian smallholder brackish water aquaculture

Brackish water aquaculture, despite small landholdings and simple technologies, plays a crucial role in sustaining coastal rural economies, particularly for low-income households. As resource scarcity intensifies, improving production efficiency becomes crucial. This study assesses the technical efficiency of smallholder brackish water aquaculture and identifies key determinants of inefficiency using Stochastic Frontier Analysis with heteroskedastic inefficiency and noise components. Results indicate that landholding size, seed, feed, additives, fuel, electricity, and labor significantly enhance production, while pesticide use reduces it. Farmers adopting improved water management achieve higher production potential, with river-sourced freshwater frontiers being slightly more stable and consistently higher than alternative sources. The mean technical efficiency is 0.711, with larger farms performing better. Higher education, farming experience, and pond accessibility reduce inefficiency, whereas self-financing capacity and strong farmer group support in assisting members in obtaining quality seed enhance efficiency. Farms relying on permanent workers for daily management show lower efficiency. These findings underscore the importance of water management and institutional support through farmer groups for enhancing aquaculture productivity. • Average technical efficiency is 0.71; water management, quality seed access, and farmer groups are key efficiency drivers.

Authors

Institutions

Publication Details

Journal
Aquaculture Reports
Published
2026-02-17
DOI
https://doi.org/10.1016/j.aqrep.2026.103453
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Estimating technical efficiency and its determinants in Indonesian smallholder brackish water aquaculture

Yuani Mundayana, NAMI LESTARI, Yesi Dewita Sari, Tri Heru Prihadi et al.
Aquaculture Reports
Efficiency Analysis Using DEA
article

Estimating technical efficiency and its determinants in Indonesian smallholder brackish water aquaculture

Yuani Mundayana, NAMI LESTARI, Yesi Dewita Sari, Tri Heru Prihadi, Budi Wardono, Armen Zulham, Hertria Maharani Putri, Ali Rahmat Iman Santoso, Saptana, Sumaryanto, Dadan Permana
article en

Abstract

Brackish water aquaculture, despite small landholdings and simple technologies, plays a crucial role in sustaining coastal rural economies, particularly for low-income households. As resource scarcity intensifies, improving production efficiency becomes crucial. This study assesses the technical efficiency of smallholder brackish water aquaculture and identifies key determinants of inefficiency using Stochastic Frontier Analysis with heteroskedastic inefficiency and noise components. Results indicate that landholding size, seed, feed, additives, fuel, electricity, and labor significantly enhance production, while pesticide use reduces it. Farmers adopting improved water management achieve higher production potential, with river-sourced freshwater frontiers being slightly more stable and consistently higher than alternative sources. The mean technical efficiency is 0.711, with larger farms performing better. Higher education, farming experience, and pond accessibility reduce inefficiency, whereas self-financing capacity and strong farmer group support in assisting members in obtaining quality seed enhance efficiency. Farms relying on permanent workers for daily management show lower efficiency. These findings underscore the importance of water management and institutional support through farmer groups for enhancing aquaculture productivity. • Average technical efficiency is 0.71; water management, quality seed access, and farmer groups are key efficiency drivers.

Aquaculture ReportsVol. 47
Ministry of Marine Affairs and Fisheries (ID), National Agricultural Research and Innovation Centre (HU), National Nuclear Energy Agency of Indonesia (ID), National Research and Innovation Agency (ID)
Openalex Percentile: Top 57%
Efficiency Analysis Using DEA
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.