Analysis of Determinants of Indonesian Coffee Exports to the United States from 1991 to 2021
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Institusion
Universitas Wijaya Kusuma Surabaya
Author
Permana, Vebry Dwi
Subject
S Agriculture (General)
Datestamp
2023-11-14 04:29:02
Abstract :
The purpose of this study was to analyze the factors that influence coffee exports to the United States and to analyze the factors that most influence Indonesian coffee exports to the United States. The method of collecting data in this research is from government agencies, trade organizations, academic journals, and other relevant sources. accurate, reliable, and up-to-date. The analysis used is regression analysis. Using SPSS statistical software. In linear regression, to ensure whether the model meets the classical assumptions, a diagnostic test is tested to check for violations of the assumptions of regression analysis, such as multicollinearity or heteroscedasticity. Then interpret the results: After running the regression analysis, the Regression Analysis will obtain the coefficients for each independent variable, which indicates the direction and strength of the relationship between the variables and coffee exports. The interpretation of this coefficient takes into account the statistical significance, effect size, and direction. The results of the analysis draw conclusions about the factors that influence coffee exports in Indonesia. The test results found that the Variables of Indonesian Coffee Production, America's Gross Domestic Product (GDP), Area of Indonesian Coffee harvested land, Value of the Rupiah against the dollar $ which affected coffee exports from Indonesia to America, and Variable Area of Indonesian Coffee harvested land, prices at the producer level were the most effect on coffee exports from Indonesia to America.
The purpose of this study was to analyze the factors that influence coffee exports to the United States and to analyze the factors that most influence Indonesian coffee exports to the United States. The method of collecting data in this research is from government agencies, trade organizations, academic journals, and other relevant sources. accurate, reliable, and up-to-date. The analysis used is regression analysis. Using SPSS statistical software. In linear regression, to ensure whether the model meets the classical assumptions, a diagnostic test is tested to check for violations of the assumptions of regression analysis, such as multicollinearity or heteroscedasticity. Then interpret the results: After running the regression analysis, the Regression Analysis will obtain the coefficients for each independent variable, which indicates the direction and strength of the relationship between the variables and coffee exports. The interpretation of this coefficient takes into account the statistical significance, effect size, and direction. The results of the analysis draw conclusions about the factors that influence coffee exports in Indonesia. The test results found that the Variables of Indonesian Coffee Production, America's Gross Domestic Product (GDP), Area of Indonesian Coffee harvested land, Value of the Rupiah against the dollar $ which affected coffee exports from Indonesia to America, and Variable Area of Indonesian Coffee harvested land, prices at the producer level were the most effect on coffee exports from Indonesia to America.
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