Regresi Logistik Multinomial Untuk Menentukan Faktor-Faktor Yang Mempengaruhi Pilihan Perguruan Tinggi  Pada Siswa SMA dan SMK di Pulau Karakelang  Kabupaten Kepulauan Talaud

Tulong, Meykel; Mongi, Charles; Mananohas, Mans

doi:10.35799/dc.7.2.2018.21456

Cited by 8 publications

(8 citation statements)

References 2 publications

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“…The first objective analysis used a multinomial logistic model, which were the factors that affect the WTP of organic eggs. Logistic regression was used to see the connection between categorical (qualitative) dependent variables and independent variables which were nominal, ordinal, interval, and even ratio scales (Kwak & Clayton-Matthews, 2002;Tulong et al, 2018). The analytical model was written in formula (1).…”

Section: Methodsmentioning

confidence: 99%

Pricing Strategy for the Organic Eggs: Willingness to Pay and Hedonic Price Approaches

Relawati

Szymoniuk²,

Ariadi³

et al. 2022

SOCA

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Organic eggs have been marketed to provide safe food and protect the environment sustainability all at once. However, the high price is being an obstacle to expanding the organic egg market in East Java Province. The aims of this research were to analyze the factors that influence the willingness to pay (WTP) and hedonic prices of organic eggs and to formulate pricing strategies. This research was conducted by using an online survey method in East Java Province, Indonesia. The survey was conducted from May to July 2021. The obtained data were analyzed by using multinomial logistic, linear regression, and descriptive analysis. The results showed that 26.4% of consumers were willing to pay for organic eggs 10% more than the current price. The factor that influenced WTP was product quality. Meanwhile, the factors that influence the price were the eggs taste and the organic label. The results showed that market players of organic egg agribusiness still have the opportunity to increase the price of organic eggs. However, they must inform consumers about the health benefits of organic eggs and include them on the organic eggs label.

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Section: Methodsmentioning

confidence: 99%

Pricing Strategy for the Organic Eggs: Willingness to Pay and Hedonic Price Approaches

Relawati

Szymoniuk²,

Ariadi³

et al. 2022

SOCA

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“…Model regresi logistik/logit multinomial juga diterapkan untuk menganalisis faktorfaktor yang mempengaruhi persepsi nelayan tentang pengetahuan dan pengalaman ekologis terhadap keberadaan mimi. Model ini merupakan regresi logistik dimana variabel respon bersifat multinomial, berskala ordinal/ nominal dengan lebih dari dua kategori (Agwu et al 2018;Tulong et al 2018). Menurut Amoutchi et al (2021), model ini pengembangan dari regresi logit biner, banyak digunakan dalam banyak penelitian untuk menguji faktor-faktor yang mempengaruhi pengetahuan individu, dan menggunakan "maximum likelihood estimation" untuk mengevaluasi probabilitas variabel dependen Vol.…”

Section: Analisis Dataunclassified

Persepsi Nelayan Lokal Terhadap Keberadaan Mimi Di Wilayah Pesisir Banyuasin, Sumatera Selatan

Dwigothammy,

Fauziyah,

Wildayana

et al. 2024

Jurnal Marfis

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Horseshoe crabs (HSC) are marine arthropods, which are protected in Indonesia. Understanding fishermen's perceptions of HSC's existence was very important for the decision-making of conservation planning and management. This research aimed to analyze local fishermen's perceptions toward HSC's existence and the factors influencing their perceptions. Questionnaire-based interviews were conducted with 92 fishermen from the Banyuasin coast, from August to September 2023. Data were analyzed using descriptive statistics and multinomial logistic regression. The results revealed that most fishermen knew HSC and could distinguish their species. The survey of fishing practices showed that the vast majority of respondents operate one-day fishing with only few hours at sea (53.3%), conducting day time operation (69.6%), using 5-10 GT vessels (52.2 %), and deploying fishing gear at the sea bottom (85.9%). Based on fishermen's perception scores toward HSC existence through six assessment aspects, the majority of their perceptions were in the moderate category (54%), followed by the low (28.7%) and high (16.2%) categories. In terms of the regression output, the results of the likelihood ratio test indicated that education, setting position of gear, fishing operation time, and village location were explanatory variables that significantly influenced fishermen's perceptions. Keywords: Ecological knowledge, Fishing practices, Multinomial logistic regression Protected species

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“…Regresi logistik merupakan analisis yang digunakan untuk melihat hubungan antara variabel respon yang kualitatif dan variabel-variabel prediktor yang bersifat nominal atau ordinal (kualitatif) maupun interval atau rasio (kuantitatif). [12]. Analisis regresi merupakan salah satu analisis yang bertujuan untuk mengetahui pengaruh suatu variabel terhadap variabel lain [13].…”

Section: ) Model Cox Proportional Hazardunclassified

Analisis Model Cox Proportional Hazard dan Regresi Logistik sebagai Upaya Pencegahan Covid-19 di Kota Palopo

Avini

Patunduk²,

Sumarni³

et al. 2022

Inferensi

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Penelitian ini difokuskan pada pasien covid-19 di Kota Palopo. Penelitian ini bertujuan untuk memodelkan waktu sembuh pasien covid-19 di kota Palopo. Variabel yang digunakan adalah faktor-faktor yang diduga mempengaruhi masa ketahanan hidup pasien Covid-19. Instrumen yang digunakan dalam penelitian ini adalah data sekunder yang diperoleh dari Dinas Kesehatan Kota Palopo. Analisis data yang digunakan dalam penelitian ini adalah metode Cox proportional hazard untuk mengetahui hubungan antara variabel terikat dan variabel bebas dan metode Regresi Logistik yaitu metode analisis yang digunakan untuk melihat hubungan antara variabel prediktor yang bersifat nominal atau ordinal maupun interval atau rasio. Hasil dari penelitian yang dilakukan yaitu analisis metode cox proportional hazard menyatakan variabel gejala demam secara signifikan mempengaruhi ketahanan hidup pasien covid-19 di kota Palopo dengan taraf signifikansi 1 kali lebih besar dibandingkan dengan variabel lainnya. Analisis metode regresi logistik menyatakan bahwa variabel gejala demam berpengaruh nyata terhadap waktu ketahanan hidup pasien pasien Covid-19 di Kota Palopo. Lebih lanjut, berdasarkan hasil perbandingan nilai AIC dinyatakan bahwa model terbaik yang dapat digunakan untuk memodelkan tingkat ketahanan hidup pasien covid-19 di kota palopo adalah model cox proportional hazard.

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Regresi Logistik Multinomial Untuk Menentukan Faktor-Faktor Yang Mempengaruhi Pilihan Perguruan Tinggi Pada Siswa SMA dan SMK di Pulau Karakelang Kabupaten Kepulauan Talaud

Cited by 8 publications

References 2 publications

Pricing Strategy for the Organic Eggs: Willingness to Pay and Hedonic Price Approaches

Pricing Strategy for the Organic Eggs: Willingness to Pay and Hedonic Price Approaches

Persepsi Nelayan Lokal Terhadap Keberadaan Mimi Di Wilayah Pesisir Banyuasin, Sumatera Selatan

Analisis Model Cox Proportional Hazard dan Regresi Logistik sebagai Upaya Pencegahan Covid-19 di Kota Palopo

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