scholarly journals Peranan Sistem Agribisnis terhadap Keberhasilan Tumpangsari Cabai-Tembakau (Kasus Subak Di Desa Sukawati, Kecamatan Sukawati, Kabupaten Gianyar)

2017 ◽  
Vol 5 (1) ◽  
Author(s):  
Surata Adnyana ◽  
I Made Narke Tenaya ◽  
Dwi Putra Darmawan
Keyword(s):  
Informal Education ◽  
Agricultural Development ◽  
Simple Random Sampling ◽  
Farming System ◽  
Partial Least Square ◽  
Least Square ◽  
Relationship Analysis ◽  
Village Government ◽  
Quantitative Descriptive ◽  
Field Schools

ABSTRACTThe Role of System Agribusiness On Intercropping Success Of Chili-Tobacco(Subak Case in Sukawati Village, Sukawati Sub-District,Gianyar District)Agricultural development in Indonesia is still the mainstay and the mostimportant sectors of the overall economy. One of the way, developing the potential ofregions that still exist through horticulture and folk plantation and implement thecorrect agribusiness management system. Agribusiness as a sector of the folk economystill have bright prospects for further development, both to reinforce the folk's economyas well as Indonesia state devisa.Sukawati village very potential to develop the chili-tobacco intercroppingsystem because it has the most suitable land and widest in Gianyar district. Chilitobaccoplants have the same genus, can grow well, have local varieties that still exist,tobacco be grown are tobacco of the folk plantations who are used to the fringe.The study was conducted in the Sukawati Village that be selected purposively. Thestudy population was all the farmers who have applied intercropping farming system ofchilli-tobacco in 2013 and 2014 in 13 Subak in the Sukawati Village. The researchsample amount 90 respondents were selected by simple random sampling method. Thedata were analyzed using quantitative descriptive method and relationship analysis withthe partial least square (PLS) with help Smart PLS program.The analysis showed that are: (1) sub-systems procurement and distribution ofproduction facilities contribute positive and significant toward the intercroppingsuccess of chilli-tobacco with good category; (2) sub-systems of farming contributepositive and significant toward the intercropping success of chilli-tobacco with goodcategory; (3) sub-system of post-harvest and processing advanced contribute positiveand significant toward the intercropping success of chilli-tobacco with good category;(4) sub-system marketing contribute positive and significant to the intercroppingsuccess of chilli-tobacco with less good category; and (5) sub-system supportingservices contribute positive and significant toward the intercropping success of chillitobaccowith good category. Suggestions can be submitted are: (1) informal education of farmers in the formof field schools and training should be improved; (2) the farmer groups that have formed a cooperative to business of production facilities only fertilizers need tocooperate with village government to form village-owned enterprises (BUMDES) inorder to able to market the chilli-tobacco so that price stability can be maintained; and(3) other studies with the model and different variables need to be done further.Key words: role, agribusiness system, intercropping success

Kualitas, Kepuasan, Perawat KUALITAS KEHIDUPAN KERJA DAN KEPUASAN KERJA PERAWAT DI RUMAH SAKIT

2018 ◽  
Vol 2 (2) ◽  
pp. 57-62
Author(s):  
Ike Nesdia Rahmawati
Keyword(s):  
Random Sampling ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square ◽  
Cross Sectional

Abstrak Kualitas kehidupan kerja dan kepuasan kerja perawat telah diketahui dapat mempengaruhi turnover pada tenaga kesehatan. Informasi tentang hubungan kualitas kerja dan kepuasan kerja pada perawat masih sangat minimal. Tujuan dari penelitian ini adalah untuk menganalisis hubungan antara kualitas kehidupan kerja dan kepuasan kerja perawat. Penelitian ini menggunakan disain penelitian survey ekspanatif dengan pendekatan cross sectional. Data didapatkan dari 32 perawat melalui simple random sampling dan dianalisis menggunakan partial least square (PLS). Hasil penelitian menunjukkan ada hubungan antara kualitas kehidupan kerja dan kepuasan kerja perawat. Meningkatkan kualitas kehidupan kerja perawat dapat menjadi strategi untuk meningkatkan kepuasan kerja perawat.   Kata Kunci: Kualitas, Kepuasan Kerja, Manajemen, Keperawatan

Quantitative Structure-activity Relationship Analysis for Predicting Lipophilicity of Aniline Derivatives (Including some Pharmaceutical Compounds)

2019 ◽  
Vol 22 (5) ◽  
pp. 333-345
Author(s):  
Morteza Rezaei ◽  
Esmat Mohammadinasab ◽  
Tahere Momeni Esfahani
Keyword(s):  
Density Functional ◽  
Pharmaceutical Compounds ◽  
Partial Least Square ◽  
Least Square ◽  
Basis Set ◽  
Van Der Waals Volume ◽  
Relationship Analysis ◽  
Aniline Derivatives ◽  
Aqueous Solvent ◽  
Qsar Models

Background: In this study, we used a hierarchical approach to develop quantitative structureactivity relationship (QSAR) models for modeling lipophilicity of a set of 81 aniline derivatives containing some pharmaceutical compounds. Objective: The multiple linear regression (MLR), principal component regression (PCR) and partial least square regression (PLSR) methods were utilized to construct QSAR models. Materials & Methods: Quantum mechanical calculations at the density functional theory level and 6- 311++G** basis set were carried out to obtain the optimized geometry and then, the comprehensive set of molecular descriptors was computed by using the Dragon software. Genetic algorithm (GA) was applied to select suitable descriptors which have the most correlation with lipophilicity of the studied compounds. Results: It was identified that such descriptors as Barysz matrix (SEigZ), hydrophilicity factor (Hy), Moriguchi octanol-water partition coefficient (MLOGP), electrophilicity (ω/eV) van der Waals volume (vWV) and lethal concentration (LC50/molkg-1) are the best descriptors for QSAR modeling. The high correlation coefficients and the low prediction errors for MLR, PCR and PLSR methods confirmed good predictability of the three models. Conclusion: In present study, the high correlation between experimental and predicted logP values of aniline derivatives indicated the validation and the good quality of the resulting three regression methods, but MLR regression procedure was a little better than the PCR and PLSR methods. It was concluded that the studied aniline derivatives are not hydrophilic compounds and this means these compounds hardly dissolve in water or an aqueous solvent.

scholarly journals The Effect Of Milenial Generation Characteristics Of Job Satisfaction Relations And Employee Engagement

2020 ◽  
Vol 1 (4) ◽  
pp. 239-248
Author(s):  
Alfatih Sikki Manggabarani ◽  
Faisal Marzuki ◽  
Mahendro
Keyword(s):  
Employee Engagement ◽  
Random Sampling ◽  
Employee Satisfaction ◽  
Sampling Methods ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square ◽  
Analysis Method ◽  
Partial Least Square Analysis ◽  
Analysis Technique

This research is a quantitative study that aims to determine the Millennial Generation Characteristics of Employee Engagement. The population in this study The study was conducted by taking samples of Millennials who are actively working at Micro Finance companies with a total of 150 respondents. The sample size was taken as many as 150 respondents, with probability sampling methods especially simple random sampling. Data collection was carried out through questionnaires. The analysis technique used is the PLS (Partial Least Square) analysis method. The results of this study indicate that the value of R- Square (R2) Employee Engagement is 0.786 and Employee Satisfaction is 0.647 thus indicating that the contribution of Grit, Worklife Balance, and Jon Resources variables to Employee Engagement and Employee Satisfaction are 0.786 or 78.6% and 0.647 or 64.7%. And the rest is influenced by other factors not examined.

scholarly journals PENGARUH MODERNISASI SISTEM ADMINISTRASI PERPAJAKAN, SANKSI PAJAK TERHADAP KEPATUHAN WAJIB PAJAK ORANG PRIBADI PADA KPP PRATAMA

2020 ◽  
Vol 1 (3) ◽  
pp. 229-237
Author(s):  
Faiz Alvin ◽  
Apollo
Keyword(s):  
Random Sampling ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square

Penelitian ini bertujuan untuk menguji pengaruh modernisasi sistem administrasi perpajakan, sanksi perpajakan terhadap kepatuhan wajib pajak orang pribadi yang terdaftar di Kantor Pelayanan Pajak (KPP) Pramata Jakarta – Palmerah. Penelitian Ini termasuk ke dalam jenis penelitian kausal. Populasi dalam penelitian ini adalah wajib pajak orang pribadi yang terdaftar di Kantor Pelayanan Pajak Pratama Jakarta –Palmerah, dengan pengumpulan data mengguanakan metode langsung dengan menyebarkan kuesioner kepada wajib pajak. Teknik pengambilan sempel menggunakan simple random sampling. Teknik analisis data yang digunakan dalam penelitian ini adalah Analisis Partial Least Square (PLS) dengan menggunakan software Smart-PLS 3.0. Berdasarkan hasil analisis data diambil kesimpulan bahwa pertama, terdapat pengaruh signifikan dan positif Modernisasi Sistem Administrasi Perpajakan terhadap kepatuhan wajib pajak. Kedua, terdapat pengaruh signifikan dan positif Sanksi pajak terhadap kepatuhan wajib pajak.

scholarly journals Patient Safety Based Knowledge Management SECI to Improve Nusrsing Students Competency

Jurnal NERS ◽  
2015 ◽  
Vol 10 (2) ◽  
pp. 324
Author(s):  
Joanggi Wiriatarina Harianto ◽  
Nursalam Nursalam ◽  
Yulis Setiya Dewi
Keyword(s):  
Knowledge Management ◽  
Patient Safety ◽  
Nursing Students ◽  
Sampling Technique ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square ◽  
Basic Principles ◽  
Safety Knowledge ◽  
Care Nursing

Introduction: Patient safety is an important component of health services quality,and  basic principles of patient care. Nursing students also have a great potential to make an action that could endanger the patient, because hospital is one of student practice area. The purpose of this study was to improve the nursing students competency in patient safety by using knowledge management SECI approached. Method: The study used exploratory survey, and quasy experiment. The samples were some of nursing students of STIKes Muhammadiyah Samarinda who were on internship programme that selected using simple random sampling technique, in total of 54 students. This research’s variables were the knowledge management SECI based-patient safety and nursing student’s competency. The data were collected by using questionnaires and observation. The data were analyze by using Partial Least Square (PLS). Result: The result showed that there were significant influence the implementation of a model patient safety based knowledge management seci on increased competence nursing students. Discussion: Improved student competency in patient safety using SECI knowledge management was carried out in four phases, that is Socialization, Externalization, Combination, and Internalization. The result was a new knowledge related to patient safety that able to improve the student’s competency..Keywords: Patient safety, Knowledge management, SECI, competency

scholarly journals Compensation, Career Development, and Job Satisfaction as the Antecedent of Nurse Turnover Intention

2021 ◽  
Vol 10 (2) ◽  
pp. 139-147
Author(s):  
Nur Hidayah ◽  
Hana Rizki Ananda
Keyword(s):  
Job Satisfaction ◽  
Career Development ◽  
Turnover Intention ◽  
Sampling Technique ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square ◽  
Cross Sectional ◽  
Professional Nurses ◽  
The Impact

The shortage of professional nurses in a hospital is to threaten service quality and patient safety. Inadequate compensation, no career development, and dissatisfaction can increase turnover intention. Increasing professional nurses' resilience is better than recruiting new nurses from an economic perspective. The research analyzed the effect of compensation and carrier development on job satisfaction and the impact on nurses' turnover intention in a private hospital in Yogyakarta, Indonesia. A quantitative research design with the cross-sectional approach was used. The sampling technique was simple random sampling. The samples consisted of 47 nurses who made a self-reported by filling out the questionnaire. Data analysis used Partial Least Square. The study found that compensation and career development had direct and significant effects on Turnover Intention. Moreover, compensation and career development also had indirect and significant Turnover Intention effects through job satisfaction as the intervening variable.

scholarly journals THE FACTORS THAT AFFECT THE AUDIT QUALITY

2020 ◽  
pp. A 48-A 53
Author(s):  
Hari Setiyawati ◽  
Diah Iskandar ◽  
Gustita Arnawati Putri
Keyword(s):  
Random Sampling ◽  
Sampling Method ◽  
Audit Quality ◽  
Simple Random Sampling ◽  
Partial Least Square ◽  
Least Square ◽  
Research Model ◽  
Public Accounting ◽  
Professional Skepticism ◽  
Accounting Firm

This study aims to determine the effect of auditor professional skepticism and audit experience on audit quality. This study was undertaken through a survey and was grounded based on existing theories which were then developed into a research model in which the model in this study was designed to examine the effect of auditor professional skepticism and the influence of audit experience on audit quality. This research was conducted at a Public Accounting Firm located in DKI Jakarta. The sampling method used was simple random sampling and 97 samples were obtained. Data were analyzed using Partial Least Square. The results of this study indicate that professional skepticism has a significant effect on audit quality, while auditor experience has no significant effect on audit quality. KEYWORDS: Audit Quality, Audit Professional Skepticism, Auditor Experience.

scholarly journals PENGARUH TIME PRESSURE, KOMPLEKSITAS TUGAS, DAN AUDIT BERKELANJUTAN TERHADAP INDEPENDENSI AUDITOR DENGAN FEE AUDIT SEBAGAI VARIABEL MODERATING (STUDY EMPIRIS PADA KANTOR AKUNTAN PUBLIK DI SURABAYA)

2018 ◽  
Vol 3 (01) ◽  
Author(s):  
Ulfa Nur Habibah ◽  
Hendy Widiastoeti
Keyword(s):  
Time Pressure ◽  
Task Complexity ◽  
Simple Random Sampling ◽  
Audit Fees ◽  
Auditor Independence ◽  
Partial Least Square ◽  
Least Square ◽  
Simple Random Sample ◽  
Continuous Auditing ◽  
Audit Fee

ABSTRACTThis study aims to test empirically the Effects of Time Pressure, Task Complexity and Sustainable Audit Independence Against Auditor with the Audit Fee as Moderating Variable. Auditor independence has a very important role to the auditor when executing the audit assignment which is to preserve fairness, and no partiality to anyone. The population in this study is the auditor who works at KAP Surabaya consisting of 43 KAP. Sampling is used in a way Simple random sampling (simple random sample). Questionnaires were distributed to respondents as many as 80 and the number of questionnaires that can be analyzed as many as 55. The data analysis technique used in this study is a PLS (Partial Least Square) with SmartPLS application version 2.0 M3. The results of this study indicate that the time pressure significantly affect the independence of the auditor, the audit sustained significantly affect the independence of the auditor, fee audits significantly affect the independence of the auditor, Time pressure is moderated by a fee audit significantly affect the independence of the auditor, the audit sustained moderated by audit fees significantly affect the auditor's independence, while the complexity of the task does not significantly influence the independence of auditors and the complexity of the task to be moderated by the audit fee no significant effect on the independence of auditors. Keywords: time pressure, task complexity, continuous auditing, audit fees, auditor independence

scholarly journals Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training

PLoS ONE ◽  
2021 ◽  
Vol 16 (10) ◽  
pp. e0257901
Author(s):  
Yanjing Bi ◽  
Chao Li ◽  
Yannick Benezeth ◽  
Fan Yang
Keyword(s):  
Machine Learning ◽  
Neural Networks ◽  
Support Vector Machines ◽  
Partial Least Square ◽  
Least Square ◽  
Support Vector ◽  
Computer Assisted ◽  
Long Distance ◽  
Relationship Analysis ◽  
Vector Machines

Phoneme pronunciations are usually considered as basic skills for learning a foreign language. Practicing the pronunciations in a computer-assisted way is helpful in a self-directed or long-distance learning environment. Recent researches indicate that machine learning is a promising method to build high-performance computer-assisted pronunciation training modalities. Many data-driven classifying models, such as support vector machines, back-propagation networks, deep neural networks and convolutional neural networks, are increasingly widely used for it. Yet, the acoustic waveforms of phoneme are essentially modulated from the base vibrations of vocal cords, and this fact somehow makes the predictors collinear, distorting the classifying models. A commonly-used solution to address this issue is to suppressing the collinearity of predictors via partial least square regressing algorithm. It allows to obtain high-quality predictor weighting results via predictor relationship analysis. However, as a linear regressor, the classifiers of this type possess very simple topology structures, constraining the universality of the regressors. For this issue, this paper presents an heterogeneous phoneme recognition framework which can further benefit the phoneme pronunciation diagnostic tasks by combining the partial least square with support vector machines. A French phoneme data set containing 4830 samples is established for the evaluation experiments. The experiments of this paper demonstrates that the new method improves the accuracy performance of the phoneme classifiers by 0.21 − 8.47% comparing to state-of-the-arts with different data training data density.

scholarly journals PERAN AKUNTABILITAS DAN TRANSPARANSI PEMERINTAH DESA INDONESIA TERHADAP KEPERCAYAAN MASYARAKAT DESA: KASUS DI KABUPATEN BANTUL

2021 ◽  
Vol 4 (1) ◽  
Author(s):  
Hafiez Sofyani ◽  
Afrizal Tahar
Keyword(s):  
Mixed Methods Research ◽  
Critical Factor ◽  
Study Data ◽  
Partial Least Square ◽  
Least Square ◽  
Village Community ◽  
Research Findings ◽  
Community Trust ◽  
Village Government ◽  
Inductive Thematic Analysis

This study aims to examine effect of accountability and transparency of village government on village community trust. A Mixed-methods research design with explanatory sequential model was adopted in this study. Data were collected by distributing a survey questionnaire in the first step and followed by interviews. Partial Least Square (PLS) technique was used to test the hypotheses whilst inductive thematic analysis was adopted to analyze interview data. This study discovered that the transparency enhances village community trust while accountability was in contrast. The interview results complement the result obtained from hypotheses testing using survey data. Based on the research findings, the transparency becomes a critical factor for increasing community trust in village.

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