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Despite the national increase in banana production, Kepok banana farmers in Sikka Regency have experienced a sharp decline in both production and income. This study aims to analyze the factors affecting the income of Kepok banana farmers in Sikka Regency by examining the role of production as a mediating variable between key determinants—price, land area, labor, and capital—and income levels. The study employs a quantitative research approach using survey methods to collect primary data from Kepok banana farmers in Sikka Regency. The sampling technique applied is simple random sampling, ensuring proportional representation from 21 sub-districts. Out of a total population of 2,123 farmers, a final sample of 354 farmers was randomly selected. The collected data was analyzed using Partial Least Squares (PLS) through SmartPLS to examine the relationships. The study found that price, land area, labor, and capital all have a positive and significant impact on the production of Kepok bananas in Sikka Regency. Production itself plays a crucial role in influencing farmers' income, alongside price, land area, labor, and capital, all of which have a direct positive and significant effect on income. Production mediates the relationship between price, labor, and capital with farmers' income, indicating that these factors contribute to higher production, which in turn increases income. However, production does not mediate the effect of land area on income, suggesting that while land expansion increases production, its direct impact on income may be influenced by other factors beyond production volume alone.

This study aims to explore the problems faced by cocoa oil small-sized industries and develop an empowerment model design from the perspective of business management to increase added value implemented in the Agropolitan Region in the Province of Southeast Sulawesi, Indonesia. This study uses a qualitative approach, where data analysis is performed using the Nvivo 12 Plus software. Exploration results show that the perspective of business management which is a problem in the development of cocoa oil small-sized industries is the supply of raw materials; price of raw materials; variable cost; machine capacity; human resources; capital; institutional; product price; market access; assets legality; and partnership. The results of the design of the empowerment model explained that there was a need for a partnership between cocoa oil small-sized industries and other related parties such as; supplier of raw materials and target markets so that this empowerment effort can go well; and it is hoped that there will be government support in managerial aspects, both physical and non-physical so that cocoa oil small-sized industries can increase the added value

Food commodities play an important role in income increase of people, job opportunities, and regional and national development.  Competitiveness of food commodities needs for community welfare increase and national food security and sovereignty.  The aims of this research were: (1) to analysis of competitiveness of strategic food commodities in Lampung Province, (2) to analyze the impact of changes of input and output prices against of strategic food commodities in Lampung Province, and (3) to know the policy of suitable minimum prices of strategic food commodities in Lampung Province. This research conducted in Lampung Province from September 2013 to September 2014.  The regencies as a sample selected by purposive sampling were Middle Lampung, North Lampung, South Lampung, and East Lampung.  The determination of the farmers used stratified simple random sampling. The sample in this study was 120 respondents. The results showed that the farming of strategic food commodities (paddy and corn) had PCR and DCR value less than one point.  Strategic food commodities had lesser value due to an increase in fertilizer price and a decline in output prices.  The competitiveness of strategic food commodities in Lampung Province was sensitive to output prices decrease.  The policy of the minimum price of paddy at least two times greater than the price of corn.

The Agricultural Demand Led Industrialization (ADLI) strategy can be considered effective because of the dominant amount of East Java land (74.11%) cultivated for the agricultural sector. This study aims to determine the relationship between the agricultural and manufacturing industry sectors; knowing the impact of the “Agricultural Demand Led Industrialization” (ADLI) strategy in the East Java economy; and knowing the elasticity of agricultural investment on output creation, gross value added, and income in East Java. This research uses the Input-Output (IO) analysis technique for all economic sectors in East Java, with an emphasis on the agricultural sector and processing industry in 1995-2010. The empirical results state that the ADLI Strategy has a positive impact on output creation and income in the East Java economy. The level of sensitivity /response from the output, gross value added, and income due to changes in investment value in the agricultural sector is relatively not much different.