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Analysis of the Effect of Input Allocation, Efficiency and Inefficiency on Cocoa Farming Production

Analisis Pengaruh Alokasi Penggunaan Input, Efisiensi dan Inefisiensi Terhadap Produksi Usahatani Kakao

Jurnal Sosial Ekonomi Pertanian · Vol. 21 No. 1 (2025) · pp. 33–48

DOI
10.20956/jsep.v21i1.43727
ISSN
2598-5922, 0853-8395
Published
2025-03-25
Publisher
Hasanuddin University
Language
en
License
creativecommons.org/licenses/by-nc/4.0

Abstract

English

This study aims to analyze the influence of the use of production inputs, the level of technical efficiency, allocative efficiency and economic efficiency of input use and to analyze the factors that affect the inefficiency of cocoa farming in Marioriwawo District, Soppeng Regency. The analysis uses the Stochastic Frontier Production Function Model, Technical, Allocative and Economic Efficiency Analysis and Production Inefficiency Model. The results of the study showed that the variables of seeds, herbicides, fungicides, insecticides, fertilization labor, weeding labor and rejuvenation labor had a positive and significant effect on cocoa production, while the NPK Phonska fertilizer variable was significant but had a negative effect on cocoa production. Technically, cocoa farming is at 66% so it has the potential to increase its efficiency by 34%. Then the results of the allocative efficiency analysis showed that Seeds, Fungicides, Insecticides, Fertilization Labor and Rejuvenation Labor were not efficient while Herbicides and Weeding Labor were inefficient. Meanwhile, the value of economic efficiency was obtained at 1.0032 which shows that maximum economic efficiency has not been achieved. Furthermore, in the analysis of technical inefficiency, the variables of Farmer Age and Number of Dependents had a positive effect on technical inefficiency. Meanwhile, the variable of Length of Education has a significant negative effect on technical inefficiency.

Bahasa Indonesia

Penelitian ini bertujuan mnganalisis pengaruh penggunaan input produksi, tingkat efisiensi teknis, efisiensi alokatif dan efisiensi ekonomi penggunaan input serta menganalisis faktor yang memengaruhi inefisiensi usahatani kakao di Kecamatan Marioriwawo, Kabupaten Soppeng. Analisis menggunakan Model Fungsi Produksi Stochastic Frontier, Analisis Efisiensi Teknis, Alokatif dan Ekonomi serta Model Inefisiensi Produksi. Hasil penelitian menjunjukkan bahwa variabel bibit, herbisida, fungisida, insektisida, tenaga kerja pemupukan, tenaga kerja penyiangan dan tenaga kerja peremajaan berpengaruh positif dan siginifikan terhadap produksi kakao, sementara variabel pupuk NPK Phonska signifikan namun berpengaruh negatif terhadap produksi kakao. Secara teknis usahatani kakao berada pada angka 66% sehingga berpotensi ditingkatkan efisiensinya sebesar 34%. Kemudian hasil analisis efisiensi alokatif menunjukkan Bibit, Fungisida, Insektisida, Tenaga Kerja Pemupukan dan Tenaga Kerja Peremajaan belum efisien sedangkan Herbisida dan Tenaga Kerja Penyiangan tidak efisien. Sementara itu nilai efisiensi ekonomi diperoleh angka 1,0032 yang menunjukkan bahwa efisiensi ekonomi maksimal belum tercapai. Selanjutnya pada analisis inefisiensi teknis variabel Umur Petani dan Jumlah Tanggungan berpengaruh positif terhadap inefisiensi teknis. Sementara itu variabel Lama Pendidikan signifikan berpengaruh negatif terhadap inefisiensi teknis.

Keywords

Collaboration network of the authors

38 authors · 84 co-authorship links

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Universitas Sembilanbelas November Kolaka
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
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Co-authorOrganisationJoint articles
Nurbaya BusthanulAffiliation unknown3
Didi RukmanaAffiliation unknown2
A. Nixia TenriawaruAffiliation unknown2
Rahim DarmaAffiliation unknown2
Saadah SaadahAffiliation unknown2
Galib Suwito CoraAffiliation unknown1
Yulfirah YusufAffiliation unknown1
Andi FadhilahAffiliation unknown1
Rizky PutrianiAffiliation unknown1
A. TenriawaruAffiliation unknown1
Ferawati FerawatiAffiliation unknown1
Hastika HastikaAffiliation unknown1
Arin SaputriAffiliation unknown1
Nurdin LanuhuAffiliation unknown1
Rahmawaty NadjaAffiliation unknown1
Rahmadani RahmadaniAffiliation unknown1
Muslim SalamAffiliation unknown1
Ros MitaAffiliation unknown1
Jumarni LatifAffiliation unknown1
Marina MarinaUniversitas Sembilanbelas November Kolaka1
Pipi DiansariAffiliation unknown1
Letty FudjajaAffiliation unknown1
Rahmadanih RahmadanihAffiliation unknown1
Risma Yana RisalAffiliation unknown1
Rusli M. RukkaAffiliation unknown1
Sasmita AAffiliation unknown1
Saleh S. AliAffiliation unknown1
Ayu MarshyaAffiliation unknown1
Andi Trisnaidar DahringAffiliation unknown1
Ni Made ViantikaAffiliation unknown1
Putri Amelia S.Affiliation unknown1
Aidil FikramAffiliation unknown1
Eymal B DemmallinoAffiliation unknown1
Rasyidah BakriAffiliation unknown1
Pira YuniarAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unhas.ac.id/index.php/jsep/oai, first harvested 5 Nov 2026, last seen 5 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en">Analysis of the Effect of Input Allocation, Efficiency and Inefficiency on Cocoa Farming Production</dc:title>
	<dc:title xml:lang="id">Analisis Pengaruh Alokasi Penggunaan Input, Efisiensi dan Inefisiensi Terhadap Produksi Usahatani Kakao</dc:title>
	<dc:creator xml:lang="en">Aras, Irmayani</dc:creator>
	<dc:creator xml:lang="en">Amrullah, A.</dc:creator>
	<dc:creator xml:lang="en">Viantika S, Ni Made</dc:creator>
	<dc:creator xml:lang="id">Aras, Irmayani</dc:creator>
	<dc:creator xml:lang="id">Amrullah, A.</dc:creator>
	<dc:creator xml:lang="id">Viantika S, Ni Made</dc:creator>
	<dc:subject xml:lang="en">Cocoa Production; Production Input, Stochastic Frontier Model; Efficiency Analysis; Inefficiency Analysis.</dc:subject>
	<dc:subject xml:lang="en">Cocoa Production</dc:subject>
	<dc:subject xml:lang="en">Production Input</dc:subject>
	<dc:subject xml:lang="en">Stochastic Frontier Model</dc:subject>
	<dc:subject xml:lang="en">Efficiency Analysis</dc:subject>
	<dc:subject xml:lang="en">Inefficiency Analysis</dc:subject>
	<dc:subject xml:lang="id">Produksi Kakao</dc:subject>
	<dc:subject xml:lang="id">Input Produksi</dc:subject>
	<dc:subject xml:lang="id">Stochastic Frontier Model</dc:subject>
	<dc:subject xml:lang="id">Analisis Efisiensi</dc:subject>
	<dc:subject xml:lang="id">Analisis Inefisiensi</dc:subject>
	<dc:description xml:lang="en">This study aims to analyze the influence of the use of production inputs, the level of technical efficiency, allocative efficiency and economic efficiency of input use and to analyze the factors that affect the inefficiency of cocoa farming in Marioriwawo District, Soppeng Regency. The analysis uses the Stochastic Frontier Production Function Model, Technical, Allocative and Economic Efficiency Analysis and Production Inefficiency Model. The results of the study showed that the variables of seeds, herbicides, fungicides, insecticides, fertilization labor, weeding labor and rejuvenation labor had a positive and significant effect on cocoa production, while the NPK Phonska fertilizer variable was significant but had a negative effect on cocoa production. Technically, cocoa farming is at 66% so it has the potential to increase its efficiency by 34%. Then the results of the allocative efficiency analysis showed that Seeds, Fungicides, Insecticides, Fertilization Labor and Rejuvenation Labor were not efficient while Herbicides and Weeding Labor were inefficient. Meanwhile, the value of economic efficiency was obtained at 1.0032 which shows that maximum economic efficiency has not been achieved. Furthermore, in the analysis of technical inefficiency, the variables of Farmer Age and Number of Dependents had a positive effect on technical inefficiency. Meanwhile, the variable of Length of Education has a significant negative effect on technical inefficiency.</dc:description>
	<dc:description xml:lang="id">Penelitian ini bertujuan mnganalisis pengaruh penggunaan input produksi, tingkat efisiensi teknis, efisiensi alokatif dan efisiensi ekonomi penggunaan input serta menganalisis faktor yang memengaruhi inefisiensi usahatani kakao di Kecamatan Marioriwawo, Kabupaten Soppeng. Analisis menggunakan Model Fungsi Produksi Stochastic Frontier, Analisis Efisiensi Teknis, Alokatif dan Ekonomi serta Model Inefisiensi Produksi. Hasil penelitian menjunjukkan bahwa variabel bibit, herbisida, fungisida, insektisida, tenaga kerja pemupukan, tenaga kerja penyiangan dan tenaga kerja peremajaan berpengaruh positif dan siginifikan terhadap produksi kakao, sementara variabel pupuk NPK Phonska signifikan namun berpengaruh negatif terhadap produksi kakao. Secara teknis usahatani kakao berada pada angka 66% sehingga berpotensi ditingkatkan efisiensinya sebesar 34%. Kemudian hasil analisis efisiensi alokatif menunjukkan Bibit, Fungisida, Insektisida, Tenaga Kerja Pemupukan dan Tenaga Kerja Peremajaan belum efisien sedangkan Herbisida dan Tenaga Kerja Penyiangan tidak efisien. Sementara itu nilai efisiensi ekonomi diperoleh angka 1,0032 yang menunjukkan bahwa efisiensi ekonomi maksimal belum tercapai. Selanjutnya pada analisis inefisiensi teknis variabel Umur Petani dan Jumlah Tanggungan berpengaruh positif terhadap inefisiensi teknis. Sementara itu variabel Lama Pendidikan signifikan berpengaruh negatif terhadap inefisiensi teknis.</dc:description>
	<dc:publisher xml:lang="en">Hasanuddin University</dc:publisher>
	<dc:date>2025-03-25</dc:date>
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	<dc:identifier>https://journal.unhas.ac.id/index.php/jsep/article/view/43727</dc:identifier>
	<dc:identifier>10.20956/jsep.v21i1.43727</dc:identifier>
	<dc:source xml:lang="en">Jurnal Sosial Ekonomi Pertanian; Vol. 21 No. 1 (2025): February, 2025; 33-48</dc:source>
	<dc:source xml:lang="id">Jurnal Sosial Ekonomi Pertanian; Vol 21 No 1 (2025): Februari, 2025; 33-48</dc:source>
	<dc:source>2598-5922</dc:source>
	<dc:source>0853-8395</dc:source>
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