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Pengaruh Tingkat Penerapan GAP (Good Agricultural Practices) terhadap Pendapatan Petani Jagung (Analisis Regresi Linear di Kecamatan Tilongkabila)

JIA (Jurnal Ilmiah Agribisnis) : Jurnal Agribisnis dan Ilmu Sosial Ekonomi Pertanian · Vol. 11 No. 1 (2026) · pp. 51–60

DOI
10.37149/jia.v11i1.2567
ISSN
2527-273X
Published
2026-02-28
Publisher
Department of Agribusiness, Halu Oleo University Jointly with Perhimpunan Ekonomi Pertanian Indonesia - Indonesian Society of Agricultural Economics (PERHEPI/ISAE)
Language
eng
License
creativecommons.org/licenses/by-sa/4.0/

Abstract

This study analyzes the effect of the level of Good Agricultural Practices (GAP) implementation on maize farmers’ income in Kecamatan Tilongkabila. The GAP index was constructed from nine cultivation components based on Regulation of the Minister of Agriculture No. 48 of 2006, measured using a five-point Likert scale (1–5), then summed and normalized into a percentage index (0–100%). The study employed a survey of 30 purposively selected farmers and applied simple linear regression after meeting the classical assumptions. The results indicate a positive but very weak relationship between GAP and income (R = 0.260; R² = 0.067). The regression coefficient is B = 0.039 (t = 1.423; p = 0.166), meaning that a one-point increase in the GAP index is associated with an average increase of 0.039 income units. However, the effect is not statistically significant at α = 0.05. Therefore, this study does not provide sufficient statistical evidence that increasing the intensity of GAP implementation improves maize farmers’ income. Income variation is largely explained by factors outside the model, suggesting the need for further research incorporating more comprehensive variables. The present study enriches the body of knowledge in agricultural economics by employing a continuous GAP index to measure implementation intensity and by providing localized empirical evidence that GAP adoption, when implemented partially, may not automatically translate into higher farmer income.

Keywords

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13 authors · 19 co-authorship links

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Co-authorOrganisationJoint articles
Cici DjafarAffiliation unknown1
Asda RaufAffiliation unknown1
Ersa AbdullahAffiliation unknown1
Irwan BempahAffiliation unknown1
Novaldy I. NadiAffiliation unknown1
Amir HalidAffiliation unknown1
Agustinus MoontiAffiliation unknown1
Mu'min OkiAffiliation unknown1
Yuliana BakariAffiliation unknown1
Anwar FendyAffiliation 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://ejournal.agribisnis.uho.ac.id/index.php/JIA/oai, first harvested 4 Nov 2026, last seen 4 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Pengaruh Tingkat Penerapan GAP (Good Agricultural Practices) terhadap  Pendapatan Petani Jagung (Analisis Regresi Linear di Kecamatan Tilongkabila)</dc:title>
	<dc:creator>Dondo, Dwi Kurniawan</dc:creator>
	<dc:creator>Mustafa, Ramlan</dc:creator>
	<dc:creator>Saleh, Yanti</dc:creator>
	<dc:subject xml:lang="en-US">farmer income</dc:subject>
	<dc:subject xml:lang="en-US">good agricultural practices</dc:subject>
	<dc:subject xml:lang="en-US">maize</dc:subject>
	<dc:description xml:lang="en-US">This study analyzes the effect of the level of Good Agricultural Practices (GAP) implementation on maize farmers’ income in Kecamatan Tilongkabila. The GAP index was constructed from nine cultivation components based on Regulation of the Minister of Agriculture No. 48 of 2006, measured using a five-point Likert scale (1–5), then summed and normalized into a percentage index (0–100%). The study employed a survey of 30 purposively selected farmers and applied simple linear regression after meeting the classical assumptions. The results indicate a positive but very weak relationship between GAP and income (R = 0.260; R² = 0.067). The regression coefficient is B = 0.039 (t = 1.423; p = 0.166), meaning that a one-point increase in the GAP index is associated with an average increase of 0.039 income units. However, the effect is not statistically significant at α = 0.05. Therefore, this study does not provide sufficient statistical evidence that increasing the intensity of GAP implementation improves maize farmers’ income. Income variation is largely explained by factors outside the model, suggesting the need for further research incorporating more comprehensive variables. The present study enriches the body of knowledge in agricultural economics by employing a continuous GAP index to measure implementation intensity and by providing localized empirical evidence that GAP adoption, when implemented partially, may not automatically translate into higher farmer income.</dc:description>
	<dc:publisher xml:lang="en-US">Department of Agribusiness, Halu Oleo University  Jointly with  Perhimpunan Ekonomi Pertanian Indonesia - Indonesian Society of Agricultural Economics (PERHEPI/ISAE)</dc:publisher>
	<dc:date>2026-02-28</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ejournal.agribisnis.uho.ac.id/index.php/JIA/article/view/2567</dc:identifier>
	<dc:identifier>10.37149/jia.v11i1.2567</dc:identifier>
	<dc:source xml:lang="en-US">JIA (Jurnal Ilmiah Agribisnis) : Jurnal Agribisnis dan Ilmu Sosial Ekonomi Pertanian; Vol. 11 No. 1 (2026); 51 - 60</dc:source>
	<dc:source>2527-273X</dc:source>
	<dc:source>10.37149/jia.v11i1</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ejournal.agribisnis.uho.ac.id/index.php/JIA/article/view/2567/512</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2026 Dwi Kurniawan Dondo, Ramlan Mustafa, Yanti Saleh</dc:rights>
	<dc:rights xml:lang="en-US">https://creativecommons.org/licenses/by-sa/4.0/</dc:rights>
</oai_dc:dc>