scholarly journals Why Is The Partial Least Square Important For Tourism Studies

2019 ◽  
Vol 1 (2) ◽  
pp. 7-15
Author(s):  
Sari Lenggogeni
Keyword(s):  
Multiple Regression ◽  
Structural Equation ◽  
Research Problem ◽  
Partial Least Square ◽  
Least Square ◽  
Exploratory Research ◽  
Statistical Tool ◽  
Equation Modelling ◽  
Tourism Studies ◽  
Multiple Regression Method

Although the multiple regression method has been applied to exploratory research on most tourism studies, there is lack of understanding on studies that present a well-justified rationale in choosing a robust statistical tool for data analysis. This research note aims to review why tourism researchers are encouraged to use the Partial Least Squares Structural Equation Modelling (PLS-SEM) method to address this research problem. This article provides rationale, comparisons among techniques for multiple regression-based papers and suggestions for tourism researchers to justify why PLS-SEM is important for exploratory studies.

An Examination of Innovation Capabilities and Corporate Reputation in Banking Sector

2021 ◽  
pp. 227868212110451
Author(s):  
Jalal Rajeh Hanaysha
Keyword(s):  
United Arab Emirates ◽  
Corporate Reputation ◽  
Structural Equation ◽  
Banking Sector ◽  
Partial Least Square ◽  
Least Square ◽  
Marketing Innovation ◽  
Equation Modelling ◽  
Business Practitioners ◽  
Positive Effect

The aim of this study was to investigate the effect of innovation capabilities on corporate reputation in banking sector. A quantitative method was used for collecting the data and fulfilling the stated objective. Specifically, the data were collected from 188 employees in banking sector in the United Arab Emirates. The analysis for the collected data was conducted using the partial least square-structural equation modelling (PLS-SEM) approach. The findings indicated that product innovation as well as service innovation have significant positive impacts on corporate reputation. The results also confirmed that process innovation has a positive effect on corporate reputation. Finally, the outcomes verified that marketing innovation has a significant impact on corporate reputation. The results confirm the significance of innovation capabilities in enabling business practitioners in the banking sector to improve their businesses reputations and thrive in today’s dynamic market environment.

scholarly journals Pengaruh Beban Kerja terhadap Kinerja Karyawan PT. Bank Rakyat Indonesia (persero) Tbk Cabang Krekot

2016 ◽  
Vol 6 (1) ◽  
pp. 34
Author(s):  
Yudha Adityawarman ◽  
Bunasor Sanim ◽  
Bonar M Sinaga
Keyword(s):  
Structural Equation Modelling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Chi Square ◽  
Equation Modelling

<p class="Paragraf">Beban kerja sangat penting bagi sebuah perusahaan.Dengan pemberian beban kerja yang efektif perusahaan dapat mengetahui sejauh mana karyawannya dapat diberikan beban kerja yang maksimal dan sejauh mana pengaruhnya terhadap kinerja perusahaan itu sendiri.Tujuan dari penelitian ini adalah untuk mengetahui pengaruh beban kerja terhadap kinerja karyawan Bank Rakyat Indonesia (persero) Tbk Cabang Krekot. Data diperoleh dari 127 responden, uji chi square digunakan untuk mengetahui sikap responden terhadap variabel beban kerja dan kinerja berdasarkan faktor demografik. Hasil uji chi square menunjukan adanya perbedaan sikap berdasarkan demografik responden. Hasil analisis rank spearman menunjukan bahwa variabel beban kerja memiliki korelasi dengan variabel kinerja, sementara untuk sub variabel lainnya saling memiliki korelasi namun tingkat korelasinya rendah. Untuk mengetahui pengaruh beban kerja terhadap kinerja kerja karyawan Bank Rakyat Indonesia Cabang Krekot digunakan teknik analisis statistika <em>Structural Equation Modelling</em> berbasis <em>variance</em> dengan Metode <em>Partial Least Square (PLS)</em>, hasil analisis menunjukan bahwa beban kerja berpengaruh positif dan signifikan secara langsung terhadap kinerja Karyawan BRI Cabang Krekot pada tingkat signifikansi 5% (p = 0.10882), maka hipotesis awal terima Ho dengan t hitung 13.45 lebih besar dari t tabel 1.96</p>Kata kunci: beban kerja, kinerja karyawan, Bank Rakyat Indonesia (persero) Tbk, pengaruh, cabang krekot

scholarly journals PENGARUH IKLIM KOMUNIKASI ORGANISASI TERHADAP KEPUASAN KOMUNIKASI

2019 ◽  
Vol 4 (1) ◽  
pp. 12
Author(s):  
Rahmah Ramadhani Sianturi ◽  
Uud Wahyudin ◽  
Asep Suryana
Keyword(s):  
Organizational Communication ◽  
Structural Equation Modelling ◽  
Random Sampling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Communication Satisfaction ◽  
Least Square ◽  
Stratified Random Sampling ◽  
Communication Climate ◽  
Equation Modelling

ABSTRACTThe organizational communication climate is created through the interaction and communication between members of the organization. When there is a change in the organization, the atmosphere or climate of communication created also changes. This certainly will have an impact on communication satisfaction felt by members of the organization. This study aims to determine how much influence the organizational communication climate has on communication satisfaction on employees of Bappenda City of Cimahi. This study uses the positivistic paradigm with quantitative research methods through the analysis of Structural Equation Modeling - Partial Least Square analysis. Respondents in this study were 66 employees with sampling techniques using Disproportionate Stratified Random Sampling. The results of the study showed that the organizational communication climate had a significant effect on communication satisfaction felt by Cimahi City Bappenda employees with a contribution of 45.10 percent. Overall the dimensions of an organization's communication climate are able to reflect well and have an influence on communication satisfaction.Keywords: communication, organizational communication, organizational communication climate, communication satisfaction, structural equation modelling.ABSTRAKIklim komunikasi organisasi tercipta melalui adanya interaksi dan komunikasi antar anggota organisasi. Ketika terjadi perubahan dalam organisasi, maka suasana atau iklim komunikasi yang diciptakan pun turut berubah. Hal ini tentu akan berdampak pada kepuasan komunikasi yang dirasakan oleh anggota organisasi. Penelitian ini bertujuan untuk mengetahui seberapa besar pengaruh iklim komunikasi organisasi terhadap kepuasan komunikasi pada Bappenda Kota Cimahi. Penelitian ini menggunakan paradigma positivistik dengan metode penelitian kuantitatif melalui uji analisis Structural Equation Modelling – Partial Least Square. Responden pada penelitian ini ialah sebanyak 66 pegawai dengan teknik penarikan sampel menggunakan Disproportionate Stratified Random Sampling. Hasil penelitian menunjukkan bahwa iklim komunikasi organisasi berpengaruh signifikan terhadap kepuasan komunikasi yang dirasakan oleh pegawai Bappenda Kota Cimahi dengan kontribusi sebesar 45,10 persen. Secara keseluruhan dimensi iklim komunikasi organisasi mampu merefleksikan dengan baik dan memberikan pengaruh pada kepuasan komunikasi.Kata Kunci: komunikasi, komunikasi organisasi, iklim komunikasi organisasi, kepuasan komunikasi, structural equation modelling.

KAJIAN PERUBAHAN IKLIM TERHADAP KETAHANAN PANGAN

2021 ◽  
Vol 2020 (1) ◽  
pp. 1052-1061
Author(s):  
Khalista Arkania Harvian ◽  
Risni Julaeni Yuhan
Keyword(s):  
Structural Equation Modelling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modelling

Ketahanan pangan di Indonesia dapat dikatakan masih rentan, salah satunya ditandai dengan masih adanya angka kelaparan. Kondisi ini disebabkan oleh upaya pemenuhan kebutuhan dan permintaan pangan di Indonesia yang masih terkendala berbagai faktor salah satunya faktor alam yaitu perubahan iklim. Dampak dari perubahan iklim memengaruhi sistem pangan termasuk produksi, penyimpanan, akses dan stabilitas harga pangan. Indonesia termasuk negara yang memiliki ketahanan pangan paling rawan terkena dampak perubahan iklim di wilayah Asia Tenggara. Karena itu, penelitian ini dilakukan untuk mengkaji pengaruh perubahan iklim terhadap ketahanan pangan dengan menggunakan metode structural equation modelling partial least square (SEM-PLS). Data yang digunakan bersumber dari Badan Pusat Statistik (BPS), Kementrian Perikanan dan Kelautan, Kementrian Lingkungan Hidup dan Kementrian Pekerjaan Umum. Hasil penelitian menunjukkan bahwa perubahan iklim berpengaruh terhadap ketahanan pangan. Sehingga, dibutuhkan kebijakan untuk menangani perubahan iklim agar kerentanan dalam ketahanan pangan dapat diatasi.

scholarly journals PERAN SCARCITY MARKETING DAN PERCEIVED VALUE TERHADAP PURCHASE INTENTION PADA PENGGUNA TRAVELOKA

2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Carolina Heriyanto ◽  
Adrie Oktavio ◽  
Thomas Stefanus Kaihatu
Keyword(s):  
Data Analysis ◽  
Structural Equation Modelling ◽  
Purchase Intention ◽  
Structural Equation ◽  
Positive Impact ◽  
Perceived Value ◽  
Partial Least Square ◽  
Least Square ◽  
Limited Time ◽  
Equation Modelling

Abstrak - Penelitian ini dibuat dengan tujuan untuk mengetahui peran dari scarcity marketing dan perceived value terhadap purchase intention pada pengguna Traveloka. Scarcity marketing dalam penelitian ini berperan sebagai variabel bebas yang dibagi menjadi 2 jenis yaitu limited-time scarcity (X1) dan limited-quantity scarcity (X2). Variabel perceived value (Y1) berperan sebagai variabel mediasi dan purchase intention (Y2) sebagai variabel terikat. Penelitian ini menggunakan metode penelitian kuantitatif dengan menyebarkan kuesioner kepada 100 orang pengguna Traveloka dengan kriteria pernah melihat promo Traveloka dengan scarcity marketing dan telah melakukan transaksi minimal 2x dalam 2 tahun terakhir sebagai teknik pengumpulan data. Teknik analisis data yang digunakan yaitu Structural Equation Modelling - Partial Least Square (SEM-PLS). Selanjutnya, berdasarkan hasil pengujian melalui software SmartPLS, didapatkan hasil bahwa limited-quantity scarcity berpengaruh signifikan positif terhadap perceived value. Selain itu kedua jenis scarcity marketing juga memberikan pengaruh positif dan signifikan terhadap purchase intention.Kata Kunci: scarcity marketing; limited-time scarcity; perceived value; limited-quantity scarcity; purchase intention Abstract - This study examines the role of scarcity marketing and perceived value on purchase intention of Traveloka users. Scarcity marketing in this study acts as an independent variable which is divided into 2 types of scarcity, limited-time scarcity (X1) and limited-quantity scarcity (X2). Perceived value (Y1) as a mediating variable and purchase intention (Y2) as the dependent variable. The method used for this research is quantitative and the data collected by distributing questionnaires to 100 Traveloka users which has ever seen scarcity marketing on Traveloka promos and has made at least 2x transactions in the last 2 years. Furthermore, Structural Equation Modelling - Partial Least Square (SEM-PLS) was used as the data analysis technique. Based on the data analysis results through SmartPLS software, found that limited-quantity scarcity had a significant and positive effect on perceived value. In adition the two types of scarcity marketing also had significant and positive impact on purchase intention.Keywords: scarcity marketing; limited-time scarcity; perceived value; limited-quantity scarcity; purchase intention

scholarly journals The Influence of CSR Practices on Lebanese Banking Performance: The Mediating Effects of Customers’ Expectations

2021 ◽  
Vol 14 (1) ◽  
pp. 268
Author(s):  
Zeina Hassanein ◽  
Mehmet Yeşiltaş
Keyword(s):  
Structural Equation ◽  
Positive Impact ◽  
Partial Least Square ◽  
Least Square ◽  
Primary Data ◽  
Mediating Effects ◽  
Customer Expectations ◽  
Equation Modelling ◽  
Corporate Social ◽  
The Impact

Corporate social responsibility (CSR) issues in developing markets have acquired a lot of attention. Organisations around the globe apply a diversified set of technologies to approaching customer expectations through banking performance. This study examines the impact of CSR on Lebanese banking performance. Primary data from questionnaires were used. A total of 1000 observations were collected using a 5-point Likert scale method adopted to formulate the items. The questionnaire was tested to assess its trustworthiness regarding data collection. Partial least square structural equation modelling (PLS-SEM) was used to test the hypothesis. The overall results demonstrated the significance of CSR in terms of meeting customers’ expectations and maintaining banking performance. All CSR dimensions demonstrated a positive impact on customer expectations and Lebanese banking performance. Moreover, customer expectations proved to be a mediator between CSR and banking performance, although there was partial mediation between CSR and banking performance.

scholarly journals Evaluation of municipal e-government readiness using structural equation modelling technique

2018 ◽  
Vol 14 (1) ◽  
Author(s):  
Seena Joseph ◽  
Oludayo O. Olugbara
Keyword(s):  
Structural Equation Modelling ◽  
Structural Equation ◽  
Goodness Of Fit ◽  
Building Blocks ◽  
Partial Least Square ◽  
Least Square ◽  
Modelling Technique ◽  
Service Improvement ◽  
Equation Modelling ◽  
Study Results

The evaluation of municipal e-government readiness can provide a useful barometer to understand the critical needs of citizens. In addition, it can help to improve effectiveness of government services and provide a technology industry access to relevant information to create efficient e-services. This study develops and tests a framework to evaluate municipal e-government readiness based on building blocks of supporting e-services readiness, individual citizen readiness, municipal government readiness, technological infrastructure readiness and supporting industries readiness. The process of evaluating municipal e-government readiness utilises data obtained through a survey of 219 respondents from four municipalities in the Eastern Cape Province of South Africa. The partial least square structural equation modelling technique was used for data analysis. The study results show that the investigated building blocks are significant determinants of municipal e-government readiness with an overall 81% goodness-of-fit performance. The results provide foundational information for policymakers and practitioners who are interested in propagating e-government readiness. Factors that determine municipal e-government readiness could provide new insights on future studies about e-municipality service improvement.

scholarly journals Pengaruh Beban Kerja terhadap Kinerja Karyawan PT. Bank Rakyat Indonesia (persero) Tbk Cabang Krekot

2016 ◽  
Vol 6 (1) ◽  
pp. 34
Author(s):  
Yudha Adityawarman ◽  
Bunasor Sanim ◽  
Bonar M Sinaga
Keyword(s):  
Structural Equation Modelling ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Chi Square ◽  
Equation Modelling

<p class="Paragraf">Beban kerja sangat penting bagi sebuah perusahaan.Dengan pemberian beban kerja yang efektif perusahaan dapat mengetahui sejauh mana karyawannya dapat diberikan beban kerja yang maksimal dan sejauh mana pengaruhnya terhadap kinerja perusahaan itu sendiri.Tujuan dari penelitian ini adalah untuk mengetahui pengaruh beban kerja terhadap kinerja karyawan Bank Rakyat Indonesia (persero) Tbk Cabang Krekot. Data diperoleh dari 127 responden, uji chi square digunakan untuk mengetahui sikap responden terhadap variabel beban kerja dan kinerja berdasarkan faktor demografik. Hasil uji chi square menunjukan adanya perbedaan sikap berdasarkan demografik responden. Hasil analisis rank spearman menunjukan bahwa variabel beban kerja memiliki korelasi dengan variabel kinerja, sementara untuk sub variabel lainnya saling memiliki korelasi namun tingkat korelasinya rendah. Untuk mengetahui pengaruh beban kerja terhadap kinerja kerja karyawan Bank Rakyat Indonesia Cabang Krekot digunakan teknik analisis statistika <em>Structural Equation Modelling</em> berbasis <em>variance</em> dengan Metode <em>Partial Least Square (PLS)</em>, hasil analisis menunjukan bahwa beban kerja berpengaruh positif dan signifikan secara langsung terhadap kinerja Karyawan BRI Cabang Krekot pada tingkat signifikansi 5% (p = 0.10882), maka hipotesis awal terima Ho dengan t hitung 13.45 lebih besar dari t tabel 1.96</p>Kata kunci: beban kerja, kinerja karyawan, Bank Rakyat Indonesia (persero) Tbk, pengaruh, cabang krekot

scholarly journals Effect of Work Overload on Job Satisfaction Through Burnout

2021 ◽  
Vol 25 (1) ◽  
pp. 56
Author(s):  
Sofia Prima Dewi, Merry Susanti, Sufiyati, Cokki
Keyword(s):  
Job Satisfaction ◽  
Structural Equation ◽  
Partial Least Square ◽  
Least Square ◽  
Work Overload ◽  
Equation Modelling ◽  
Negative Effect ◽  
Convenience Sampling ◽  
The Relationship ◽  
Positive Effect

The current study proposes to search the relationship between work overload, burnout, and job satisfaction for lecturers. The questionnaires were distributed among 69 lecturers at the faculty of economics and business using convenience sampling. Data were processed using Partial Least Square-Structural Equation Modelling (PLS-SEM). The finding indicates that work overload has a positive effect on burnout, but work overload and burnout do not have a negative effect on job satisfaction.

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