scholarly journals Binary Logistic Regression Modeling on Net Income of Pagar Alam Coffee Farmers

Author(s):  
Ngudiantoro Ngudiantoro ◽  
◽  
Irmeilyana Irmeilyana ◽  
Mukhlizar Samsuri ◽  
◽  
...  

Pagar Alam Coffee is a Besemah coffee originating from the Smallholder Plantation in South Sumatra, Indonesia. The majority of Pagar Alam coffee farming is a hereditary business. Coffee farmers' income is very dependent on coffee production, production costs, and coffee prices. This study aims to obtain a probability model of Pagar Alam coffee farmers income based on the factors that influence it. The independent variables studied were the number of dependents, economic conditions, number of trees, age of trees, frequency of fertilizer used, frequency of pesticide used, production at harvest time, production outside harvest time, number of women workers outside the family, minimum price of coffee, maximum price of coffee, farmers' gross income, and land productivity. Modeling used binary logistic regression method on 179 respondents. There were three methods used, i.e. enter method, forward and backward methods. The model using enter method results the greatest prediction accuracy which is 87.7%. The factors that have a significant influence on the net income of Pagar Alam coffee farmers are gross income, land productivity, and the number of women workers from outside the family. The most influential variable is gross income.

2021 ◽  
Vol 15 (1) ◽  
pp. 179-192
Author(s):  
Irmeilyana Irmeilyana ◽  
Ngudiantoro Ngudiantoro ◽  
Desty Rodiah

Pagaralam is one of the coffee-producing districts in South Sumatra (Sum-Sel). Pagaralam coffee farming is a hereditary business, where the majority of land processing is still traditional. This is related to working capital and farmers' income. This study aims to analyze the factors that affect the income of Pagaralam coffee farmers by using correspondence analysis. There are 30 variables or factors studied. Each variable is divided into several categories. The categories of each variable are described graphically with the categories of income variable. Primary data were obtained from 196 respondents who were selected based on purposive sampling technique. There are 13 factors that affect the income of respondents, namely: number of dependents, number of trees, age of the trees, number of female workers from outside the family, frequency of fertilization, frequency of herbicide application, production of harvest, production outside of harvest, gross income, minimum price of coffee beans, the maximum price of coffee beans, economic status and land productivity. There are 8 of the 13 factors that predominantly characterize the profile of net income level of Pagaralam coffee farmers.  In general, the factor that must be considered in coffee farming is land productivity which is also related to production costs in land processing and crop production, as well as external factors regarding the market price of coffee.


2019 ◽  
Vol 2 (1) ◽  
pp. 10-19
Author(s):  
Agus Jonikar Ndraha ◽  
Avan Joko Prasetyawan ◽  
Ida Kurnia Wati ◽  
Ilmia Cahyasari ◽  
Nafa Alya Shintya ◽  
...  

Abstrak Tahun demi tahun, persaingan bisnis tempe di wilayah Surabaya kian ketat. Oleh karena itu diperlukan sebuah studi untuk mengkaji kelayakan bisnis tersebut. Tujuan dari makalah ini adalah Sebagai acuan untuk mengetahui semua biaya produksi, pendapatan kotor dan pendapatan bersih usaha tempe serta kelayakan usaha tempe di Surabaya. Penelitian dilaksanakan di daerah Sukomanunggal dengan menggunakan metode surve. Hasil penelitian menunjukkan bahwa: Rata-rata biaya total sebesar Rp 2.144.590 yang dihasilkan dari penjumlahan biaya tetap rata-rata sebesar Rp 160.590 dengan biaya variabel rata-rata sebesar Rp 1.984.000. Laba bersih rata-rata sekitar Rp 955.410 dari pendapatan rata-rata sebesar Rp 3.100.000 dikurangi dengan semua pengeluaran Rp 2.144.590. Analisis kewajaran usaha adalah dengan menyusun pendapatan dan pengeluaran secara keseluruhan. Rata-rata semua pendapatan Rp 3.100.000 dan semua pengeluaran rata-rata sebesar Rp 2.144.590. Dengan rasio 1,45 usaha tempe murni ITA layak untuk dijalankan.  Kata Kunci : Biaya produksi, Pendapatan kotor, Pendapatan bersih, Kelayakan usaha   Abstract From year to year, Tempe business competition in the Surabaya area is getting tougher. Therefore a study is needed to study the feasibility of the business. The purpose of this paper is as a reference to find out all the production costs, gross income, and net income of tempe businesses and the feasibility of tempe businesses in Surabaya. The study was carried out in the Sukomanunggal area using a survey method. The results showed that: The average total cost of Rp 2,144,590 resulted from the sum of the average fixed costs of Rp 160,590 with an average variable cost of Rp 1,984,000. Net profit averaged around Rp. 955,410 from an average income of Rp. 3,100,000 minus all expenses of Rp. 2,144,590. The reasonableness of business analysis is to compile overall income and expenditure. The average income of all Rp 3,100,000 and all expenses averaged Rp 2,144,590. With a ratio of 1.45, pure ITA tempe business is feasible to run.  Keywords : Production costs, Gross income, Net income, Business feasibility


Author(s):  
Diah Tiara Rahmasari ◽  
Abdul Aziz Ahmad

This research aimed to analyses migrants’ income contribution to income of the family at hometown, the influences of income, age, numbers of family to be responsible to, education, and marriage status on decision about migration in Kebumen. The method used in the research was survey of primary data which is gained through interviews and questionnaires. The data in this research were 91 migrants in Alian and Ayah Districts. Data analysis techniques used were binary logistic regression. The results showed that the contribution of migrants’ income to family’s income after migrating to the two districts was in medium level. It showed that the needs to live in migration place were expensive. Consequently, the income obtained in migration place could not give enough contribution to the family in hometown. Based on the analysis, the variable of the numbers of people the migrants had positive and significant effect for migration. Income and marriage variables status had negative and significant effect. While age and education variables had no contribution to the migration. Income is the most influential factor in migration, so the government or related organizations should give attentions to the citizen’s prosperity by creating making the job activities. The government and the society should cooperate in developing the economic potential in each area. It is also by giving the society some loans and work-skill coaching or education to increase their income. Those are to encourage the society to be more creative and autonomous.Keywords: Binary Logistic Regression, Citizen’s Prosperity, Marriage Status.


2013 ◽  
Vol 64 (3) ◽  
Author(s):  
Erly Sherlita ◽  
Putri Kurniawan

This study examines the factors that influence income smoothing practice, such as firm size, profitability, financial leverage, and net profit margin. Grouping among the companies that perform income smoothing, and that does not do income smoothing using Eckel index to net income for the manufacturing companies listed on the Indonesian Stock Exchange. The research sample totaling 68 companies with a sub-sample of 204 financial reports. Observations were made during the three years, from 2008 to 2010. Statistical analysis using binary logistic regression to determine the factors that influence income smoothing. The results showed that the variables of profitability and net profit margins have significant differences between smoothing company profits by not smoothing profits, while the variable firm size and financial leverage has no significant difference. Test results using a multivariate binary logistic regression either simultaneously or separately on the four independent variables thought to affect the practice of income smoothing apparently no one has proved influential. Thus it can be concluded that firm size, profitability, financial leverage, and net profit margin has no effect on the practice of income smoothing.


2017 ◽  
Vol 6 (2) ◽  
pp. 129-144
Author(s):  
Kusmaria Kusmaria ◽  
Ratna Winandi Asmarantaka ◽  
Harianto Harianto

Cassava becomes an important commodity in Indonesia because Indonesia is one of the major producer of cassava in the world. Besides exporting cassava, in fact Indonesia also imported cassava in large quantities. Altough the price of cassava was increasing in Lampung but the production and harvested area were decreasing, moreover factory and trader also set rafaksi on cassavas sold by farmers. Rafaksi is a penalties quantity to assess the quality of cassava farmers. Cassava marketing channels play role in determining the price and rafaksi that received by farmers. The aims of this research are (1) to analyze mechanism of determining rafaksi (2) to analyze price received by farmers’ after obtained rafaksi (3) analyze influence rafaksi to choice of marketing channels cassava farmers in Central Lampung Regency. Primary data were collected rendomly from 74 respondents. Data were analyzed by describe, correlation and binary logistic regression. The results showed that in the perception of farmers, determination of cassava rafaksi determined by several criteria such as the age of harvest, varieties, aci levels and the amount of dirt but not obtained a measure to ensure that criteria and only use the visual observation. The results of correlation analysis showed that there was no statistically significant connection between harvest time and the varieties of cassava with rafaksi of cassava which received by farmers. The result of binary logistic regression analysis showed that rafaksi loan significantly affected the choice of marketing channels.


2020 ◽  
Vol 1 (2) ◽  
pp. 81-90
Author(s):  
Luluk Fauziyah Januarti ◽  
Ariska Putri Hidayathillah

Introduction: Prevention of stunting in toddler is one of the roles of fathers in protecting against danger. However, most fathers still play a passive role in this regard. Madura culture sees the role of father only as head of families and breadwinner in the family. The purpose of the research is to analyze the effect of parenting culture on the role of fathers in prevention of stunting in toddler. Methods: The research design is observational with cross sectional approach. Exogenous variables are parenting culture while the endogenous variables are the role of fathers and prevention of stunting in toddler. The research population is 230 fathers with a sample of 132 fathers using the cluster sampling method. The research instrument used is a research questionnaire. This research uses statistical test Binary Logistic Regression. Results: The results of the research with the Binary Logistic Regression test showed that the role of father significantly affected the prevention of stunting with the result of sig 0.001 <α 0.05. Parenting culture significantly influences the prevention of stunting in toddler with the result of sig 0.019 <α 0.05. This shows that the role of father will increase the prevention of stunting in toddler, parenting culture will increase the role of father and parenting culture will increase prevention of stunting in toddlers. Conclusion: Parenting culture is beneficial for father in increasing their roles in preventing stunting in toddlers and it is important for nurses to understand their culture before understanding transcultural nursing applied to society.


2020 ◽  
Author(s):  
Agung Dwi Laksono ◽  
Ratna Dwi Wulandari ◽  
Mei Lina Fitri Kumalasari ◽  
Ika Mustika ◽  
Ratu Matahari

Abstract Background: To reduce maternal mortality, the Indonesian government campaigned for a health promotion program based on the family approach, namely “Suami Siaga” (Husband Alert). Study aims to analyze the effect of socioeconomic on the husband's involvement in ANC in rural Indonesia.Methods: The study employed data from the 2017 IDHS. Samples of 7,156 respondents were obtained. Besides the socioeconomic, other variables analyzed in this study were age, education, occupation, and parity. The final stage was employed binary logistic regression.Results: Families with the poorer socioeconomic status, the possibility of husbands being involved in ANC was 2.154 times compared to the poorest. Families with the middle socioeconomic status were more likely to have their husbands involved in ANC 2.785 times compared to the poorest. Families with a richer socioeconomic status were more likely to have their husbands involved in ANC 2.901 times compared to the poorest. Meanwhile, families with poorer socioeconomic status, the possibility of their husbands being involved in ANC was 5.299 times compared to the poorest. The results of this analysis inform that all socioeconomic statuses have a higher likelihood of husband involvement in ANC than the poorest families. The better the socioeconomic, the higher the possibility of the husband to be involved in ANC. Apart from socioeconomic, 3 other variables were also found as determinants of the husband's involvement in ANC in rural Indonesia, namely education, occupation, and parity.Conclusions: The socioeconomic status was a determinant of the husband's involvement in ANC in rural Indonesia.


2020 ◽  
Vol 5 (2) ◽  
pp. 118-132
Author(s):  
Syahna Salsabila ◽  
◽  
Evi Purwanti ◽  

The purpose of this study is to analyze the impact of PKH on Beneficiary Families (KPM) households work incentives that can be seen from the reduction in household hours worked. This type of data used is primary data obtained through an individual survei of 100 Beneficiary Families (KPM) in Bulakamba District, Brebes Regency. The analytical method used in this study is binary logistic regression. The results of the study on the overall of Beneficiary Families (KPM) household scopes showed that the variable proportion of PKH assistance, the proportion of household income significantly influence the reduction in the number of working hours of Beneficiary Families (KPM) households in Bulakamba District. The reduction in household working hours is concentrated or dominated by the decrease of wife's working hours. While the reduction in working hours of the head of the family does not have a big role in reducing household work hours. This shows that the wife's working hours are more responsive than the head of thefamily's working hours when there is a social assistance provided.


Author(s):  
W. B. Ramalho ◽  
P. C. F. Linhares ◽  
P. B. Maracajá ◽  
A. M. B. Almeida ◽  
A. P. Morais

<p class="Default">A análise econômica ajuda a interpretar os resultados obtidos nos diferentes sistemas de cultivo e deve ser empregada indicando o que e como plantar, de maneira a gerar lucro ao produtor. A utilização da mistura de adubos orgânicos constitui-se em alternativa para os agricultores que produzem em sistema agroecológico, pois contribui para a redução dos custos de produção e maior eficiência no uso dos insumos disponíveis na área. Diante do exposto, objetivou-se avaliar o desempenho econômico do consórcio de coentro com beterraba, adubados com doses de jitirana, combinada com esterco bovino. O experimento foi conduzido na Fazenda Experimental Rafael Fernandes, distrito de Alagoinha, zona rural de Mossoró – RN, no período de setembro a dezembro de 2014. O delineamento experimental utilizado foi de blocos completos casualizados com os tratamentos arranjados em esquema fatorial 2 x 5, com três repetições. O primeiro fator foi constituído pelo cultivo solteiro e consorciado do coentro e da beterraba. O segundo fator, pelas doses de jitirana, combinada com esterco bovino (0,0; 1,0; 2,0; 3,0 e 4,0 kg m<sup>-2</sup> de canteiro). As características avaliadas para os indicadores econômicos foram: renda bruta e renda líquida, taxa de retorno e índice de lucratividade. O melhor desempenho econômico do sistema foi obtido na dose de 4,0 kg m<sup>-2</sup> de canteiro, com renda bruta de R$ 14.940,00; custo de produção de R$ 3.306,00; renda líquida de R$ 11.634,00; taxa de retorno R$ 4,52; índice de lucratividade de 77,87%, para uma área de produção de 900 m<sup>2</sup>. </p><p align="center"><strong><em>Economic performance of coriander consortium with beet fertilized with doses of jitirana, combined with manure</em></strong></p><p><strong>Abstract</strong><strong>: </strong>The economic analysis helps to interpret the results obtained in different farming systems and should be employed indicating what and how to plant, in order to generate profit to the producer. The use of the mixture of organic fertilizers is up alternative for farmers who produce in agroecological system, it contributes to the reduction of production costs and more efficient use of inputs available in the area. Given the above, aimed to evaluate the economic performance of coriander consortium with beet fertilized with doses of jitirana, combined with manure. The experiment was conducted at the Experimental Farm Rafael Fernandes, Alagoinha district, a rural area of Mossoró - RN, from September to December 2014. The experimental design was a randomized complete block with treatments arranged in a factorial 2 x 5, with three replications. The first factor was constituted by monocropping and intercropping coriander and beet. The second factor, the dosages of jitirana combined with manure (0,0; 1,0; 2,0; 3,0 and 4,0 kg m-2 site). The characteristics evaluated for economic indicators were gross income and net income, rate of return and profitability index. The improved economic performance of the system was obtained at a dose of 4.0 kg m-2 site, with gross income of R $ 14,940.00; production cost of R $ 3,306.00; net income of R $ 11,634.00; return rate of R $ 4.52; of 77.87% profitability index to a 900 m2 production area.</p><p> </p>


2019 ◽  
Vol 4 (2) ◽  
pp. 33
Author(s):  
Ahmad Faisal Fadoli ◽  
Lailatul Lutfiah ◽  
Miftachul Jannah ◽  
Risca Fitriatul Annisa ◽  
Gitta Cayani ◽  
...  

Abstrak   Dari tahun ke tahun ,persaingan bisnis kopi di wilayah Jawa Timur sangatlah banyak sekali . Oleh karena itu diperlukan sebuah studi untuk menelaah tentang kelayakan bisnis tersebut. Tujuan dari makalah ini ialah sebagai acuan untuk mengetahui semua biaya produksi , pendapatan kotor dan pendapatan bersih terhadap UMKM Q8 coffee shop serta kelayakan usaha coffee di Sidoarjo ini .Penelitian dilaksanakan di daerah Tropodo Wetan, Kabupaten Sidoarjo dengan menggunakan metode observasi, wawancara dan dokumentasi .Q8 cofee shop merupakan cafe yang sudah berdiri sejak tahun 2017, mampu bersaing dengan bisnis bisnis lainnya di wilayah sidoarjo surabaya dan sekitarnya.Sangat tidak rugi apabila anda berkunjung untuk ngopi atau membeli makan di café ini karena harga nya sangat terjangkau dan banyak varian makanan serta minuman yang dijual di tempat ini . Ada juga varian kopi disini seperti kopi classic ,vietnam drip arabica ,expresso dan masih banyak lagi tepatnya tempat nonkrong yang asyik , nyaman full wifi..Hasil penelitian menunjukkan bahwa: Rata-rata total sebesar Rp 2.129.500.00 yang dihasilkan dari penjumlahan biaya tetap rata-rata sebesar Rp 1.000.000.00 dengan biaya variabel rata-rata sebesar Rp1.000.000.00  .Laba bersih rata-rata sekitar Rp 2.138.000.00 dikurangi dengan semua pengeluaran Rp 427.500.00 . Analisis kewajaran usaha adalah dengan menyusun pendapatan dan pengeluaran secara keseluruhan. Rata-rata semua pendapatan Rp2.138.000.00  dan semua pengeluaran rata-rata sebesar Rp 427.500.00 . Dengan rasio 80 % usaha Q8 Coffee Shop layak untuk dikembangkan .Hal ini dilakukan untuk mengetahui pangsa pasar agar bisa meningkatkan profit penjualan pada UMKM Q8 coffee shop.   Kata Kunci : Kelayakan usaha, Aspek pasar kelayakan bisnis     Abstract   From year to year, the coffee business competition in the East Java region is very much. Therefore we need a study to examine the feasibility of the business. The purpose of this paper is as a reference to find out all the production costs, gross income and net income of the Q8 UMKM coffee shop and the feasibility of this coffee business in Sidoarjo.The study was conducted in the Tropodo Wetan area, Sidoarjo Regency using the method of observation, interviews and documentation.Q8 cofee shop is a cafe that has been established since 2017, able to compete with other business businesses in the Sidoarjo region of Surabaya and surrounding areas. Very no loss if you visit for coffee or buy food at this café because the price is very affordable and many variants of food and drinks are sold in this place. There are also variants of coffee here such as classic coffee, Vietnam drip arabica, expresso and many more precisely nonkrong places that are fun, comfortable full wifi.The results showed that: The average total of Rp 2,129,500.00 resulting from the sum of the average fixed costs of Rp 1,000,000,00  with an average variable cost of Rp 1,000,000,00. The average net profit was around Rp 2,138,000.00 deducting all expenses of Rp 427,500.00. The reasonableness of business analysis is to compile overall income and expenditure. The average of all income is Rp. 2,138,000.00 and all expenses are an average of Rp. 427,500.00. With a ratio of 91% the Q8 Coffee Shop business is worth developing. This is done to determine market share in order to increase sales profit on the Q8 UMKM coffee shop .   Keywords: Business feasibility, Market aspects of business feasibility


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