Data Analysis: Structure Equation Modeling (SEM)

Author(s):  
Yan Li
2021 ◽  
Vol 5 (3) ◽  
pp. 190-200
Author(s):  
Hery Syahrial ◽  
Miftahuddin Miftahuddin ◽  
Sunaryo Sunaryo

The purpose of this study was to analyze the factors that influence the work performance of employees in the Percut Sei Tuan sub-district. The sample in this study was 123 employees, using Structure Equation Modeling (SEM) as a data analysis technique. This study concludes that motivation, self-efficacy, and professionalism have a significant effect on leadership style, while competence does not significantly affect leadership style. Leadership style and motivation do not significantly affect work performance, while self-efficacy, professionalism and competence significantly affect work performance. This study provides information that in order to improve employees' work performance, strong leadership is needed and can provide motivation that increases confidence in the ability of employees and also increases professionalism in carrying out duties and responsibilities as a civil servant. Competence is a necessity that must be owned by all employees (civil servants) who are given responsibility by the leadership.


2021 ◽  
Vol 3 (1) ◽  
pp. 89-98
Author(s):  
ASIA ZAMAN ◽  
MEHNAZ ◽  
DR. SAREER BADSHAH

Counter Productive Work Behaviour (CWB) is vibrant phenomena existing in contemporary workplace setting which has to be encountered. This study explores the Psychological Capital (PC) interference towards controlling CWB. Study structure was based on quantitative and cross sectional research. Questionnaires were distributed amid 240 workers of SNGPL KPK, Pakistan. Structure Equation Modeling (SEM) besides regression plus correlation techniques was applied for data analysis. The outcomes of study explore that there occurs solid affirmative correlation amid PC interference in the direction of controlling CWB. The forthcoming research zone is also integrated in this study.


Author(s):  
Muhammad Arfan Harahap ◽  
Abd Latip ◽  
Iskandar Muda ◽  
Andri Soemitra ◽  
Sugianto Sugianto

The purpose of this study is to investigate the factors that influence trust and knowledge and their impact on compliance in paying zakat, a case study on lecturers who teach in Langkat Regency. The data analysis technique used is the Structure Equation Modeling (SEM) approach based on variance (PLS) with the help of wrapPLS program analysis. This type of research is quantitative, using latent data as a predictor. The research data was obtained by using a questionnaire either in person or online. The findings in this study are the income variable has a positive and significant effect on compliance in paying zakat. Furthermore, the religiosity variable has a positive and significant effect on compliance in paying zakat


Interpersonal employee conflicts exist in every organization, which relates to Organizational citizenship behaviours of employees. This study investigates the mediating role of interpersonal employee conflict between the relationship of servant leadership approach and academicians OCB. Variance based structure equation modeling is implementes as smar PLS is used to investigate the reltionship. A new framework is proposed as Interpersonal employee conflict mediates the relationship between servant leadership and academicians OCB. It is recommened to reduce the interpersonal employee conflict as these hampers the relationship between servant leadership dimensios ad academicians OCB.


2010 ◽  
Vol 12 (1) ◽  
pp. 25
Author(s):  
M. Arry Djauhari

Pemerintah Kota Banjar dalam memberikan pelayanan kesehatan masih tergantung kepada kebijakan perimbangan keuangan, karena terbatasnya sumberdaya yang di miliki. Implementasi kebijakan perimbangan keuangan yang belum optimal dengan indikasi terbatasnya kemampuan sumberdaya manusia, baik secara kualitas maupun kuantitas yang memperlihatkan kecenderungan pengaruh yang terbesar dalam dimensi implementasi kebijakan. Keterbatasan kemampuan dalam mengelola sumber daya baik sumberdaya alam maupun sumberdaya manusia sangat tergantung kepada kemampuan keuangan daerah sendiri dalam pembiayaan penyelenggaraan otonomi daerahnya. Metode penelitian yang digunakan dalam penelitian ini adalah metode eksplanasi, dengan sample gugus bertahap (Cluster sampling), pengambilan sampel dilakukan secara bertahap berdasarkan wilayah-wilayah administratif yang terdapat pusat pelayanan kesehatan dengan metode acak sederhana (Simple Random Sampling). Pengolahan data diuji dengan menggunakan Structure Equation Modeling (SEM) dengan suatu prosedur yang di dasarkan pada Methods of Succesive Interval. Hasil penelitian menunjukkan bahwa implementasi kebijakan perimbangan keuangan dalam pelaksanaan otonomi daerah yang didasarkan pada dimensi komunikasi, sumberdaya, disposisi/sikap pelaksana dan struktur birokrasi secara bersama-sama atau tersendiri secara signifikan mempengaruhi kualitas pelayanan kesehatan. Dimensi dukungan merupakan dimensi yang paling besar pengaruhnya terhadap peningkatan pelayanan kesehatan diikuti dengan struktur birokrasi, sumberdaya dan komunikasi.


2008 ◽  
Vol 9 (1) ◽  
Author(s):  
Grace S Shieh ◽  
Chung-Ming Chen ◽  
Ching-Yun Yu ◽  
Juiling Huang ◽  
Woei-Fuh Wang ◽  
...  

Society ◽  
2021 ◽  
Vol 9 (1) ◽  
pp. 72-82
Author(s):  
Nizwan Zukhri ◽  
Sri Rahayu ◽  
Hidayati Hidayati ◽  
Erita Rosalina

This study investigates the influence of intellectual capital with the dimensions of Human Assets (HC), Structural Capital (SC), and Relationships (RC) on banking performance in the perceptions of customers on Syariah Bank in Pangkalpinang. The choice of method in this research is quantitative with the target of five Sharia banks in Pangkalpinang, namely Bank Syariah Mandiri, BRI Syariah, Bank SumselBabel Syariah, and Bank Muamalat. There were 20 questionnaires distributed in each Sharia bank. The measuring instrument used to calculate the variables is Structure Equation Modeling (SEM). The path coefficient value data processing or path coefficient bootstrapping analysis with the direction of the relationship obtained the human asset variable (HC) results, showing a positive number of 0.361. The structural capital variable (SC) shows a positive number of 0.436, the human asset variable (HC), and the capital variable structural (SC) has a positive effect on banking performance. For the relation variable (RC), the original value showed a positive number of 0.076. The t-statistic value was smaller than the t-value, 0.704 <1.96 so that the relationship variable had no positive effect on banking performance.


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