• Title/Summary/Keyword: multiple regression technique

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An Empirical Study on the Influence of Organizational Characteristics and Information Systems Maturity on Electronic Data Interchange Diffusion (조직적 특성 및 IS의 성숙도가 전자문서교환 (EDI)의 확산에 미치는 영향에 관한 연구)

  • Moon, Tae-Soo;Noh, Young
    • The Journal of Information Systems
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    • v.7 no.1
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    • pp.77-98
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    • 1998
  • Electronic Data Interchange(EDI) is a relatively new technique around the world and enables the firm more competitive because of transmitting computer-generated documents directly to a firm's trading partner's computer across a telecommunication network. This study investigates the relationship among the organizational characteristics and information systems(IS) maturity, and the extent of internal and external diffusion of Electronic Data Interchange (EDI) in Korean firms. The data for this study were collected from 131 firms that have implemented EDI. The results of t-test show that subgroups classified by industry, the extent of decentralization and formalization, and IS maturity, except the size of organization, are not different in the extent EDI diffusion. Also, the results of multiple regression analysis show that the size of organization is the major predictor of internal diffusion, and IS maturity and the size of organization are the major predictors in external diffusion of EDI. This study implies that the size of organization among organization characteristics and IS maturity should be considered as important variables for the diffusion of EDI system.

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Monitoring of Dry Cutting and Applications of Cutting Fluid for Ball End Milling

  • Tangjitsitcharoen, Somkiat;Rungruang, Channarong;Laiaddee, Duangta
    • Industrial Engineering and Management Systems
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    • v.9 no.3
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    • pp.242-250
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    • 2010
  • For economical and environmental reasons, the aim of this research is hence to monitor the cutting conditions with the dry cutting, the wet cutting, and the mist cutting to obtain the proper cutting condition for the plain carbon steel with the ball end milling based on the consideration of the surface roughness of the machined parts, the life of the cutting tools, the use of the cutting fluids, the density of the particles of cutting fluids dispersed in the working area, and the cost of cutting. The experimentally obtained results of the relation between tool wear and surface roughness, the relation between tool wear and cutting force, and the relation between cutting force and surface roughness are correspondent with the same trend. The phenomena of surface roughness and tool wear can be explained by the in-process cutting forces. The models of the tool wear with the cutting conditions and the cutting times are proposed to estimate the tool cost for the different cooling strategies based on the experimental data using the multiple regression technique. The cutting cost is calculated from the costs of cutting tool and cutting fluid. The mist cutting gives the lowest cutting cost as compared to others. The experimentally obtained proper cutting condition is determined based on the experimental results referring to the criteria.

A Prediction Model for Software Change using Object-oriented Metrics (객체지향 메트릭을 이용한 변경 발생에 대한 예측 모형)

  • Lee, Mi-Jung;Chae, Heung-Seok;Kim, Tae-Yeon
    • Journal of KIISE:Software and Applications
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    • v.34 no.7
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    • pp.603-615
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    • 2007
  • Software changes for various kinds of reasons and they increase maintenance cost. Software metrics, as quantitative values about attributes of software, have been adopted for predicting maintenance cost and fault-proneness. This paper proposes relationship between some typical object-oriented metrics and software changes in industrial settings. We used seven metrics which are concerned with size, complexity coupling, inheritance and polymorphism, and collected data about the number of changes during the development of an Information system on .NET platform. Based on them, this paper proposes a model for predicting the number of changes from the object-oriented metrics using multiple regression analysis technique.

Factors affecting the number of citations in papers published in the Journal of Korean Society of Dental Hygiene (한국치위생학회지 게재논문의 피인용수에 영향을 미친 요인)

  • Jeon, Se-Jeong
    • Journal of Korean society of Dental Hygiene
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    • v.21 no.5
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    • pp.639-644
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    • 2021
  • Objectives: The purpose of this study was to analyze the factors that affected the number of citations for articles published in the Journal of Korean Society of Dental Hygiene based on previous studies. Methods: Information on papers including the number of citations was collected using a web crawling technique. The effect of the number of author keywords, the number of Medical Subject Headings (MeSH) keywords, MeSH match rate, abstract word count and keyword-abstract ratio on the number of citations was analyzed by multiple regression analysis. Results: The use of the MeSH keyword did not have a significant effect on the number of citations. Among the other factors, only the keyword-abstract ratio was statistically significant. Conclusions: Select a topic of constant interest in the field, write the title in detail using colons or asterisks if necessary, and do not repeat the words used in the title in keywords. Select specific keywords deeply related to the topic. In particular, choice words or phrases that are frequently used in the abstract. If the MeSH keyword selection contradicts the previous strategies, boldly give up the MeSH keyword.

Financial Management Information System, Human Resource Competency and Financial Statement Accountability: A Case Study in Indonesia

  • SAPUTRA, Komang Adi Kurniawan;SUBROTO, Bambang;RAHMAN, Aulia Fuad;SARASWATI, Erwin
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.5
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    • pp.277-285
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    • 2021
  • This study aims to examine the effect of variables of financial management information systems, organizational culture, and human resource competence on the accountability of village government financial reporting. The sample was 65 villages in the two districts using a simple random sampling technique. To analyze the data of this research, multiple regression analysis was conducted. The results showed that organizational culture as a differentiator in the two districts, namely financial management information systems, organizational culture, and human resource competence has a significant positive effect on accountability in preparing village government financial reports in Tabanan Regency. Meanwhile, organizational culture does not have a significant influence in Badung Regency, this is because each village government has a different work culture. In the Tabanan regency, we use local culture as the basis for organizational culture, while in the Badung regency it can be examined between organizational culture and it is carried out differently, which indicates that no one organizational culture type is superior to other types. This means that all types can move in line with and hand-in-hand based on how and when organizational goals are to be realized.

Determinants of Corporate Social Responsibility Disclosure: A Case Study of Banking Industry in Indonesia

  • ORBANINGSIH, Dwi;SAWITRI, Dyah;SUHARSONO, Riyanto Setiawan
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.5
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    • pp.91-97
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    • 2021
  • The disclosure of corporate social responsibility (CSR) is an important part of the company. CSR disclosure (CSRD) is interesting to study because CSRD in the annual reports is very important in terms of attaining company objectives to satisfy the interests of stakeholders; protect employee's interests; clarify the extent of contribution of the company in both CSR activities and CSRD; assist appropriate investment decisions. This study examines the structure of share ownership and company size as determinants of CSRD in the banking industry. We use a quantitative approach in this approach, in which researchers start with hypotheses and then collect data that can be used to determine whether empirical evidence to support that hypothesis exists. The sampling technique used is purposive sampling so that the research sample was 14 banking companies that are listed on the Indonesian Capital Market Directory from 2015-2017. Data analysis techniques using multiple linear regression determined the relationship between research variables. The results of the study state that managerial ownership, institutional ownership, foreign ownership, and company size affect CSRD. This demonstrates that the role of managerial ownership, institutional ownership, and foreign ownership have an impact on CSRD and are deemed necessary for the corporate environment. Besides, company size determines the activities of CSRD so that it can increase public confidence in the company's operational activities.

Gender Diversity, Institutional Ownership and Earning Management: Case on Distribution Industry in Indonesia

  • ZUBAIDAH, Siti;IRAWAN, Dwi;SUMARWIJAYA, Sumarwijaya;WIDYASTUTI, Aviani;ARISANTI, Ike
    • Journal of Distribution Science
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    • v.19 no.11
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    • pp.17-25
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    • 2021
  • Purpose: This study aims to examine the effect of gender diversity and institutional ownership on earnings management in distribution industry sub-sector companies listed on the Indonesia Stock Exchange in 2017-2018. Research design, data and methodology: This research is case study research, where the population in this study are all distribution sub-sector companies listed on the IDX in 2017-2018. The sample selection technique used was purposive sampling and obtained 74 companies with the 2017-2018 research period. Multiple linear regression analysis was used in this study, using Stata 17. Results: The results of this study indicate that: 1) Gender diversity has a negative effect on earnings management. 2) Institutional ownership has a negative effect on earnings management. Conclusions: This study contributes to the agency theory where gender diversity and institutional ownership can reduce the agency conflict that the shrinkage of earnings management. These results indicate that companies in which there are female directors will reduce earnings management practices, this is due to the attitude of female directors who tend to avoid risk. The results also show that institutional ownership will also lead to reduced levels of earnings management, because institutional investors will increase its oversight of the company.

The Six Dimensions of Resident Satisfaction and Their Impact on Word-of-Mouth (WOM) Intention in a Continuing Care Retirement Community (CCRC): A Case Study

  • Lee, Ji-Eun
    • Asia-Pacific Journal of Business
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    • v.11 no.4
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    • pp.49-63
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    • 2020
  • Purpose - This study aims to assess six aspects of resident satisfaction (satisfaction with room, home, social interaction, meals service, staff care, and resident involvement) and to identify the most influential aspect of satisfaction upon word-of-mouth (WOM) intention in a continuing care retirement community (CCRC). Design/methodology/approach - A total of 293 paper survey questionnaires with a cover letter and postage paid envelopes were mailed to the CCRC residents. To test reliability and validity of the multidimensional resident satisfaction, exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used. Then, the structural equation modeling technique (SEM) was applied to test causal relationship between resident satisfaction and WOM intention. Multiple regression was used to identify the most influential aspect of resident satisfaction on WOM intention in the CCRC. Findings - The results of EFA and CFA on the 157 responses received out of the total 293 surveys indicated that six dimensions of resident satisfaction were statistically distinct. Among the six dimensions, satisfaction with resident involvement, social interaction, and staff care significantly influenced their WOM intention. Furthermore, the most influential aspect of satisfaction upon WOM intention was resident involvement. Research implications or Originality - This study empirically tested the six dimensions of CCRC resident satisfaction, and identified resident involvement as the most influential factor upon WOM intention in a CCRC where WOM intentions plays a crucial role during the selection process of prospective residents.

The Effect of Liquidity, Leverage, and Profitability on Firm Value: Empirical Evidence from Indonesia

  • JIHADI, M.;VILANTIKA, Elok;HASHEMI, Sayed Momin;ARIFIN, Zainal;BACHTIAR, Yanuar;SHOLICHAH, Fatmawati
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.3
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    • pp.423-431
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    • 2021
  • This study aims to examine the effect of liquidity, activity, leverage, and profitability on firm value, as well as the effect of disclosure of corporate social responsibility (CSR), which in this study is a moderator and company size as a control variable. The sampling technique used in this study is a purposive sampling method with certain criteria, to obtain a sample of 22 LQ45 index companies listed on the Indonesia Stock Exchange in 2014-2019. The data analysis method in this study used was the Multiple Linear Regression Analysis with the SPSS 18 Program. The results show that the ratios of liquidity, activity, leverage, and profitability are significant to firm value in accordance with the initial hypothesis of the study. Corporate Social Responsibility (CSR) plays a role as a moderating variable and company size variable as a control variable on the effect of financial ratios (liquidity, activity, leverage, and profitability) on firm value. The implication of this research is that CSR has a very important role in increasing company value. To attract more investors, companies must pay attention not only to financial performance but also to social performance. Large-scale companies tend to do more CSR so that the company value will increase.

The Influence of Experiential Marketing and Location on Customer Loyalty

  • SOLIHA, Euis;AQUINIA, Ajeng;HAYUNINGTIAS, Kristina Anindita;RAMADHAN, Kartiko Rizkika
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.3
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    • pp.1327-1338
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    • 2021
  • This study aims to examine how experiential marketing and location influence customer loyalty mediated by customer satisfaction. This study's population was Cafe Excelso Rinjani customers in Semarang, Indonesia. The sampling employed a purposive sampling technique, with the following criteria: customers who visited and enjoyed Cafe Excelso Rinjani and aged more than 17 years. Data analysis used multiple regression analysis, and a single test was utilized to test for mediation. The results revealed that experiential marketing positively and significantly affected customers satisfaction. It showed that the better the experiential marketing was done, the more customer satisfaction would be. Location positively and significantly influenced customer satisfaction. It indicated that the more strategic the location, the more customer satisfaction increased. Meanwhile, experiential marketing had no impact on customer loyalty. Location positively and significantly affected customer loyalty at Cafe Excelso Rinjani Semarang. It denoted that the more strategic the location, the more customer loyalty increased. Besides, customer satisfaction had a positive and significant effect on customer loyalty. It signified that, when customer satisfaction increased, customer loyalty would increase. Finally, customer satisfaction perfectly mediated the influence of experiential marketing on customer loyalty, and customer satisfaction mediated the effect of location on customer loyalty.