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Journal : International Journal of Applied Sciences and Smart Technologies

Binary Logistic Regression Modeling on Net Income of Pagar Alam Coffee Farmers Ngudiantoro Ngudiantoro; Irmeilyana Irmeilyana; Mukhlizar Nirwan Samsuri
International Journal of Applied Sciences and Smart Technologies Volume 02, Issue 02, December 2020
Publisher : Universitas Sanata Dharma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24071/ijasst.v2i2.2734

Abstract

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.
Independence Test and Plots in Correspondence Analysis to Explore Tracer Study Data Endang Sri Kresnawati; Irmeilyana Irmeilyana; Ali Amran; Danny Matthew Saputra
International Journal of Applied Sciences and Smart Technologies Volume 03, Issue 02, December 2021
Publisher : Universitas Sanata Dharma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24071/ijasst.v3i2.3891

Abstract

The results of the exploration of tracer study data can be used as information about the career of graduates and the relevance of work to the field of study as well as the competencies obtained before graduation. The question items discussed were a description of the time and process of looking for a job, the length of time to get the first job, the relationship between length of study, gender, field of work, total income, alumni's perception of the closeness of the field of study to work, the suitability of the level of education on the job, and average level of competence. The aim of this study was to analyze the relationship between these variables in the 2020 tracer study data from graduates of all faculties at Sriwijaya University. Respondents studied were 2,669 people. The method used is descriptive statistics, biplot analysis, independence test and plots by simple correspondence analysis. Respondents' perceptions of the suitability of the level of education in employment are related to gender and also with respondents' perceptions of the closeness of the field of study to the field of work. Meanwhile, respondents' perceptions of the closeness of the field of study with work are related to the field of work. The average length of study, the average number of job applications, the number of companies or agencies that responded to applications, and invited interviews for female respondents were lower than male respondents.
Co-Authors Affandi, Azhar Kholiq Agus lukowi Ajeng Islamia Putri albar Pratama Ali Amran Ali Amran Anasari Anasari Andini, T Anita Desiani Annisa Kartikasari ANNISA NABILA Arhami, Muhammad Arum Setiawan Arum Setiawan Bambang Suprihatin Bella Arisha Berry Gultom Cahyani, Kariah Ayu Cahyono, Endro Setyo Cahyono Candra, Stefanie Fortunita Clarita Margo Uteh Danny Matthew Saputra Danny Matthew Saputra Derry Alamsyah Des Alwine Zayanti, Des Alwine Desty Rodiah Dwipurwani, O Endang Sri Kresnawati Enyta Yuniar Fathona Nur Muzayyadah Fauzi Yusuf Syarifuddin Ferani Eva Zulvia fildzah daniela, nyayu audy Fitra Nur Azizah Fitri Maya Puspita Hadi Tanuji Herlina Hanum Hermansyah Hermansyah Iffah Husniah Indah Amalia, Indah Indah Verdya Alvionita Indrawati Indrawati Indrawati Indri Andarini Indrike Febriyanti Ira Rayyani Juniwati Juniwati Lady Yulita Yulita Laila Hanum Lubis, Andika Cristian M Kahfi Aldi Kurnia Makhalli, Siddiq Maya Meilensa Maya Meilensa Meiza Putri Lestari Mirza Denia Putri Muhammad Akbar Mukhlizar Nirwan Samsuri Mukhlizar Nirwan Samsuri Mutiara, Siti Rahma Narti Narti, Narti Ngudiantoro . Ngudiantoro Ngudiantoro Ngudiantoro Ngudiantoro Ning Eliyati NUNI GOFAR Nur Avisa Calista Oky Sanjaya Putra B. J. Bangun Putra BJ Bangun Putra BJ Bangun Putri, Rizki Eka Putri, Wine Zea Rahayu Tamy Agustin Ramadhan, Raihan Ramayanti, Indri Rana Sania Rana Sania Robinson Sitepu Sasongko, Muhammad Aditya Savera, Mutiara Siddiq Makhalli Simamora, Valentino Sri Indra Maiyanti Sri Indra Maiyanti Sri Indra Maiyanti Sugandi Yahdin Suratama, Bintang Syarifuddin, Fauzi Yusuf Yadi Utama Yuanita Windusari Yuli Andriani Z, Des Alwine