• 제목/요약/키워드: Partial least square analysis

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Antecedents of Sustainable Competitive Advantages: A Case Study of Palm Oil Industries in Indonesia

  • HERIYANTO, Meyzi;FEBRIAN, Achmad Fajri;ANDINI, Frini Karina;HANDOKO, Tito;SURYANA, Dodi
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.911-921
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    • 2021
  • Indonesian oil palm plantation industry has chance to increase a sustainable competitive advantage. The creation of a sustainable competitive advantage is determined by the ability of the palm oil industry to utilize limited resources and capabilities. The purpose of this study was to analyze the determinants of the creation of sustainable competitive advantage (SCA) in the palm oil industry in Riau, Indonesia. The model framework uses organizational-level SCA dimensions. Four dimensions are used to measure SCA in the palm oil industry in Riau, namely value, scarce resource, inability to replicate, irreplaceable. Questionnaires were distributed to oil palm industry players in Riau with 81 respondents. The analysis technique uses Structural Equation Model with Partial Least Square (SEM-PLS). The results showed that the SCA in the palm oil industry in Riau was at a moderate level. Although the competitive advantage of being sustainable in the palm oil industry in Riau is in the medium category, test results on SCA dimensions found that each latent variable forms a significant SCA framework with a reflective constructive relationship model. The three dominant and recommended dimensions that shape the construction of SCA in the palm oil industry are value, scarce resource, and irreplaceable.

Accounting Career Interests: A Structural Approach

  • HARDININGSIH, Pancawati;SRIMINDARTI, Ceacilia;KHANIFAH, Khanifah;YUNIANTO, Askar
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.1247-1262
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    • 2021
  • The number of tax consultants in Central Java registered at the Indonesian Tax Consultant Association is still limited, likewise, the number of accountants with licensing practices is still small, and making the career opportunities of tax consultants and auditors remain open. This study aims to provide a perspective for career interests in taxation and auditing for accounting students. This study used a quantitative approach by distributing questionnaires to the respondents. The research population involved accounting students who had taken audit and tax courses. The sampling method employed purposive sampling. 270 accounting students at state and private universities in Semarang-Indonesia were chosen. The analysis technique used Warp Partial Least Square (PLS). The results revealed that labor market motivation and considerations positively affected career interests in the taxation and audit fields. Self-efficacy also had a positive effect on career interests in the audit field but not on tax career interests. Besides, gender influenced career interests in auditing. In contrast to the expectation, this study found that gender did not influence career interests in tax. In conclusion, this study can provide information in explaining career interests in the taxation and audit fields, although the ability to explain is still limited.

Factors Affecting Start-up Behavior and Start-up Performance During the COVID-19 Pandemic in Indonesia

  • PRAMONO, Cristoper Allen;MANURUNG, Adler Haymans;HERIYATI, Pantri;KOSASIH, Wibowo
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.809-817
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    • 2021
  • The worldwide spread of the COVID-19 pandemic has had a severe impact on the global economy. The COVID-19 pandemic has spread with alarming speed and. The economic damage is already evident and represents the largest economic shock the world has experienced in decades. This study analyzes the factors that influence behavior and its impact on start-up performance, through technology capabilities, technology development, organizational structure characteristics, and leadership technology. The mixed-method was used in this research to be applied to start-up companies in Jabodetabek with a population of 522 start-ups. Then the sample was selected through purposive sampling technique to obtain a sample of 187 start-ups. Primary data was collected through a questionnaire, then statistical analysis was carried out using Partial Least Square. There are ten variables used in the model as measured by the questionnaire. The results showed that the four factors (agility, entrepreneurship capability, business transformation, and opportunity) significantly influence start-up behavior. The results showed that the start-up behavior significantly influenced technology capabilities, technology development, organizational structure characteristics, and leadership technology. This study also found that start-up behavior had the greatest influence on organizational structure characteristics, partially affect start-up performance, but leadership technology does not have a significant effect on start-up performance.

Determinants for the Adoption of Electronic Commerce by Small and Medium-Sized Enterprises: An Empirical Study in Indonesia

  • ASWAR, Khoirul;ERMAWATI, Ermawati;WIRMAN, Wirman;WIGUNA, Meilda;HARIYANI, Eka
    • The Journal of Asian Finance, Economics and Business
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    • 제8권7호
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    • pp.333-339
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    • 2021
  • The study seeks to identify the determinants of the adoption of e-commerce by small and medium-sized enterprises (SMEs) in developing countries, in our case, in Indonesia. The aim of this study is to examine the factors influencing e-commerce adoption. This study uses the method of quantitative data collection based on a questionnaire survey of SMEs in Indonesia. The research relies on Regional Project stipulations regarding Business Development in Indonesia, to capture businesses with a range of 5 to 100 employees that are classified as SMEs. This study randomly chose 100 SMEs in Indonesia from the IndoNetwork database. Partial least square (PLS) structural model data processing was used for path coefficients analysis. Structural equation modeling is applied in this study to analyze the determinant factors on the e-commerce adoption. The study findings reveal that four factors, namely, perceived benefits, compatibility, technology readiness, and government support, significantly influence the adoption of e-commerce, whereas customer/supplier pressure does not have influence. So, this study concludes that perceived benefits, compatibility, technology readiness, and government support had a significant and positive relationship with e-commerce adoption. Meanwhile, customer/supplier pressure had no effect on the e-commerce adoption of by Indonesia SMEs.

The Effect of Corporate Governance on Corporate Social Responsibility Disclosure and Performance

  • RATMONO, Dwi;NUGRAHINI, Dian Essa;CAHYONOWATI, Nur
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.933-941
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    • 2021
  • This research aims to test the effect of corporate governance factors on corporate social responsibility (CSR) disclosure and its impact on a company's financial performance. The factors of corporate governance referred to in this research are foreign ownership, state ownership, number of board of commissioners, the proportion of independent commissioners, and educational background of commissioners' board. Based on the purposive sampling method, 194 companies were selected with a total of 582 observations. The data analysis used in this study was the Structural Equation Model (SEM) approach by using the alternative Partial Least Square (PLS) method. The results of this research indicated that state ownership, number of board of commissioners, and the proportion of independent commissioners had a significant positive effect on CSR disclosure. While the foreign ownership and the educational background of the commissioners' board have had an insignificant effect on CSR disclosure. Then, CSR disclosure had a significant positive effect on the companies' financial performance. The findings of this study suggest that the positive effect of the CSR disclosure on performance is because the disclosure is able to improve the company's reputation; the more social activities are carried out will improve the customers' loyalty as well as the support from other stakeholders which in turns will improve the company's performance.

Earnings Quality and Income Smoothing Motives: Evidence from Indonesia

  • KUSTONO, Alwan Sri;ROZIQ, Ahmad;NANGGALA, Ardhya Yudistira Adi
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.821-832
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    • 2021
  • Earnings management is very important for companies that aim for decision-making. The research was conducted to analyze the quality of earnings and income smoothing motives in manufacturing companies in Indonesia. The research approach is carried out with a quantitative approach. The sampling method using purposive sampling was associated with several criteria so that a sample of 130 was determined, which was analyzed during the 4 years of the study. The partial least square method was used for data analysis. The results of the study state that institutional ownership has no effect on earnings quality, institutional ownership has a negative effect on income smoothing, leverage has a negative effect on income smoothing, independent commissioners have a positive effect on earnings quality as well as independent commissioners have a positive effect on income smoothing. We assume that the tendency of income smoothing can affect the quality of efficient earnings. Meanwhile, income smoothing affects the quality of company earnings. Management that performs income smoothing is more aimed at conveying the company's prospects for generating profits rather than opportunistic motives.

What Determines Work Discipline and Performance? An Empirical Study in Indonesia

  • FERINE, Kiki Farida;ADITIA, Reza;RAHMADANA, Muhammad Fitri
    • The Journal of Asian Finance, Economics and Business
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    • 제9권2호
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    • pp.273-281
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    • 2022
  • The purpose of this research is to look into the effects of organizational culture and training and development on work discipline and performance. The data for this study was directly obtained from employees of a municipal water corporation in Medan, Indonesia, with a total of 204 participants. Partial Least Square Structural Equation Modeling (PLS-SEM) was applied for data analysis. The results showed that organizational culture and training and development positively and significantly affect performance. However, organizational culture and training & development positively affect employees' work discipline, albeit insignificantly. The findings of this study suggest that organizational culture and training and development play a critical role in shaping work discipline and performance in organizations in Indonesian settings. Therefore, the finding of this research engage all leaders in the organization to conduct training and development more intensively. Although it seems to have costly, this will have a good impact on the organization in the long run. Furthermore, the authors also suggest the creation of a solid organizational culture for every organization to foster excellent performance. However, each organization should choose its own acceptable organizational culture because it is possible that the organizational culture that works in one context does not work in another.

The Role of SMT and Business Network Accentuation on Value Distribution and Performance Consequences

  • GALIB, Mukhtar;HAERANI, Siti;MAMIMG, Jumidah;RAZAK MUNIR, Abdul
    • 유통과학연구
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    • 제20권5호
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    • pp.97-104
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    • 2022
  • Purpose: This study intends to analyze the effect of competitor pressure and customer pressure on social media technology use and the value of the business network and their implications for marketing performance. Research design, and methodology: A constructed questionnaire was conducted with 90 respondents of MSME's Business Actors in South Sulawesi Partial Least Square (PLS) analysis was applied to analyze and verify all the data. Results: Competitor pressure has a significant effect on social media technology, Competitor pressure has a positive and significant impact on business network accentuation. Customer pressure has a positive and significant impact on social media technology. Customer pressure has a positive and significant impact on business network accentuation. Social media technology utilization has a significant impact on Business Network Accentuation. Social media technology utilization has a significant effect on Marketing Performance. Business Network has a significant effect on Marketing Performance. Conclusions: It is an important thing for MSMEs to increase the use of social media technology to meet the demands of consumers and pressure from competitors. The use of social media technology must be implemented effectively and efficiently so that it can be utilized as an effective tool for distributing the value that own by a company to improve the company's marketing performance.

Distribution Strategy & Competitiveness on Marketing Performance of Sm all Industries in Bali

  • SUASANA, Igakg;SUPARTHA, Iwg;GIANTARI, Igak;SUKAATMADJA, Ipg
    • 유통과학연구
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    • 제19권8호
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    • pp.101-112
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    • 2021
  • Purpose: This study aims to explain the effect distribution strategy and competitiveness of entrepreneurial personality on marketing capabilities and performance, the effect of marketing capabilities on marketing performance, the role of marketing capabilities as a mediating variable on the effect of entrepreneurial personality on marketing performance, and the role of credit access moderating effect of entrepreneurial personality on marketing capabilities and performance. Research design, data, and methodology: This research was conducted in Bali, on a small clothing industry. The sample size was set at 150 respondents, using a cluster random sampling approach. Data were analyzed using descriptive analysis techniques and partial least square. Result: The findings show that; entrepreneurial personality and marketing capabilities have a significant effect on marketing performance, entrepreneurial personality has a significant effect on marketing capabilities. Another result shows that marketing capability mediates the effect of entrepreneurial personality on marketing performance, access to credit acts as a moderating predictor, and as quasi moderating the effect of entrepreneurial personality on marketing performance. Conclusions: Entrepreneurs should try to increase their knowledge and skills in marketing formally or informally. Competence in terms of individual knowledge and skills can indicate social capital investment, which indirectly contributes to one's mindset and insight.

Influence of Big Data Analytics Capability on Innovation and Performance in the Hotel Industry in Malaysia

  • Muhamad Luqman, KHALIL;Norzalita Abd, AZIZ
    • The Journal of Asian Finance, Economics and Business
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    • 제10권2호
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    • pp.109-121
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    • 2023
  • This study aims to address the literature gap by examining the direct relationship between big data analytics capability, marketing innovation, and organizational innovations. Additionally, this study would examine big data analytics capability as the antecedent for both innovation types and how these relationships influence firm performance. The research model is developed based on the integration of resource-based view and knowledge-based view theories. The quantitative method is used as the research methodology for this study. Based on a purposive sampling method, a total of 115 questionnaires were obtained from managers in star-rated hotels located in Malaysia. Partial least square structural equation modeling (PLS-SEM) is utilized for the data analysis. The result shows that big data analytics capability positively affects marketing and organizational innovations. The findings show that big data analytics capability and organizational innovation positively influence firm performance. Nonetheless, the result revealed that marketing innovation is not positively related to firm performance. The findings also indicate to hotel managers the importance of big data analytic capability and the resources required to build and develop this capability. The contributions from this study enrich the literature on big data and innovation, which is particularly limited in the hospitality and tourism context.