Multiple Linier Regression Analysis Research Articles

Application of Linear Body Measurement for Predicting Body Weight of Swamp Buffalo

The objective of this research was to predict swamp buffalo weight using simple linier body measurement. The height of wither (TB), height of hip (TP), heart girth (LiD), width of chest (LD), dept of chest (DD), width of hip (LP), thurl length (PK), width of rump (LK), body length (PB) were measured in centimeters using measuring rib, one meter ruler, and measuring stick, whereas body weight was determined in kilograms using two tons weighing scale. Linier body measurement ratio between male and female swamp buffaloes was analyzed using t-test analysis. The relationship between linier measurement variables were analyzed using correlation analyisis. Body weight estimator was estimated using best subset regression, linier regression and multiple linier regression analysis. Result of T-test analysis showed that linier body measurement between male and female buffaloes have significant difference in hearth girth, height of hip and body length. Result of coefficient analysis showed that heart girth and height of hip have a highly correlation with body weight of male and female swamp buffalo. Estimation of swamp buffalo body weight could be estimated through multiple regression with heart girth and height of hip variables. It could be concluded that weight of swamp buffalo can be estimated using multiple linier regression formula, BB = 3.6435LiD + 0.1208TP - 265.43 for male swamp buffalo and BB = 4.1783LiD – 0.3086TP - 305,19 for female swamp buffalo.

STUDI PRICE EARNINGS RATIO ANTAR SEKTOR INDUSTRI MANUFAKTUR

The Economic crisis that broke in Indonesia since the mid-year of 1997 caused a lot of business losses. This condition brings effect to the investors to determine their portfolio. One of most popular financial indicator that usually used to predict the business prospect and risk is price earnings ratio (PER). This study is peiformed to find whether PER between manufacturing industrial sectors differ before and after the year 1997. By using two ways ANOVA analysis, so the result of the analysis proved that before and after the year 1997, PER between manufacturing industrial sectors were different. The different were caused by economic crisis. Beside that, this study also peiformed a test of consistency of variables that influence the different of PER for those two condition, before and after the year 1997. The variables that used consist of income smoothing index, beta, financial leverage, earnings growth, ROE, and size. Manufacturing industrial sectors were used as a dummy variable. By using the multiple linier regression analysis, so those six variables that used thrown together could explain the change of PER. The variable of income smoothing index, earnings growth, ROE, and size significantly influence PER at the condition before the year 1997. In other side, after the year 1997, the variable offinancial leverage, and size significantly influence PER. The Third manufacturing industrial sector is significant for those two conditions, before and after the year 1997.

PENGARUHKUALITAS AUDITOR, JUMLAH KOMITE AUDIT DAN PENDIDIKAN KETUA KOMITE AUDIT TERHADAP ERANINGS MANAGEMENT PADA PERUSAHAAN MANUFAKTUR YANG TERDAFTARDI BURSA EFEK INDONESIA TAHUN 2010-2012

Earnings managements are actions by companies to manipulate financial statements. The financial statements should be able to provide reliable information and presents the actual performance so as not to be mislead the user. This study aims to examine the effect of auditor quality, number of audit commitee and education of audit committee chairman to earnings managemnets. The research was conducted at manufacturing companies listed on BEI, method of determining the samples using purposive sampling method with total sample of 137. Data analysis using multiple linier regression analysis. The result of the research shows that auditor quality and education of audit committee chairman have no effect on earnings managemnets, while number of audit committee have negatife effect to earning managemnets. Keywords: Eranings management , auditor quality, number of audit commitee and education of audit committee chairman

PENGARUH LIKUIDITAS DAN PROFITABILITAS TERHADAP PENGUNGKAPAN CORPORATE SOCIAL RESPONSIBILITY PADA PERUSAHAAN TERDAFTAR DI BURSA EFEK INDONESIA

The study aims to examine the effect of liquidity and profitability towards the disclosure of corporate social responsibility (CSR). The Independent variable used in this research were liquidity and profitability, while the dependent variable was corporate social responsibility (CSR). Population in this study were manufacturer companies in the consumption goods sector listed in the Indonesian Stock Exchange for the period 2013-2015. The samples in this study were selected by using purposive sampling method and obtained as many 67 observation samples. The analysis technique used in this research was multiple linier regression analysis. The result of the analysis proved that the liquidity variable has negatively affect the corporate social responsibility with a significance value of 0,024. Variable profitability has positive affect the corporate social responsibility with a significance value of 0,005.
 Keywords : Corporate social responsibility, Liquidity, Profitability

KONSUMSI BERAS ORGANIK PADA TINGKAT RUMAH TANGGA DI KOTA YOGYAKARTA

This research was conducted (1) to determine the organic rice consumption patterns in the region of Yogyakarta City (2) to determine the characteristics of organic rice consumed in the region of Yogyakarta City and (3) to identify the factors influencing the demand for organic rice in Yogyakarta City. The basic method for this research is descriptive analysis. The research located in Yogyakarta City were determined through incidental sampling, there were 35 organic rice consumers as respondents. The data was analyzed by multiple linier regression analysis by Ordinary Least Square (OLS). The result showed that (1) there are 3 categories for the consumption patterns of organic rice at the household level in Yogyakarta City, they are routinely, mixed, and occasionally, with the following results: total food expenditure per month 2,1 million rupiahs - 5 million rupiahs (45,71%), the amount of consumption per month is 21-40 kg by the number of family 5-7 members (51,43%), most consumers choose distributor as a place to purchase organic rice (60%), the main reason of organic rice consumption is the health factor (88,57%), consumers are satisfied to consume organic rice (85,71%), the long of consumption is 1-6 months (42,86%), source of information about the benefits of organic rice from the electronic media (36,36%) and information about the characteristics of organic rice from distributors, (2) consumers of organic rice at the household in Yogyakarta City (40%) consume organic rice from menthik wangi variety that has typical characteristic of white color, rice color level is clear, the rice smells fragrant, rough texture, low broken rice percentage (10-20%), sweet taste, rice fluffiness level is fluffier and more durable resistance, (3) the consumption of organic rice is positively affected by organic rice consumption are the price of non-organic rice, instant noodles price, health factor and negatively affected by price of tempe and tahu price. Non-organic rice and instant noodles are substitutes for organic rice, while tempe and tahu are complements of organic rice.

PENGARUH STRESSOR DI TEMPAT KERJA TERHADAP PRODUKTIVITAS KERJA AKADEMIK TENAGA PENGAJAR (DOSEN) UNIVERSITAS MUHAMMADIYAH SIDOARJO

Based on the question: "Does stressor have an impact on the academic work produktivity of lecturers?", the writer tried toformulize in the research problems (l) Jn what level do the lecturers University of Muhammadiyah Sidoarjo (UMS) experience the stressor? (2) Does the stressor in the work place including job environment, individual, organizational, and extraorganizational significantly injluened the academic work produ ctivity of the lecturers? (3) Among these rnriables, which one was the most significant its influent on the work productivity of the lecturers? The purpos e of the research was (1) To know the level of the stressor which the lecturers ofUMS experience. (2) To know whether stressor in the work place including job environment, individual, organizational, and extraorganizational significantly had impact on the academic work productivity of the lecturers. (3) To know the variables, which variable was the most significant its influent on the academic work producti,· ity of lecturers.Sample used in the research was all the lecturers in UMS there are 27 altogether. To.find primary data the research used questionaire, and to find secondary data it used document supported by interview and observation. There were some technic used in the data analysis: I) Tabulation analysis and percenLage to know the level of the stressor, productivity, and percentage analysis to find out how much is the percentage of the respondent belonging to the level of certain stressor and certain work productivity. 2) Multiple linier regression analysis its purpose was to know the impact of independence variable on dependence variable and than used t-tets and F 3) Multiple linier regression analysis was used to know sub independence variable which one was the most significant its influent on dependence variable. The independence mriable used in this research were stressor in the work place (X) its sub varieble including job environment (Xl). individual (X2), organizational (X3), and extraorganizational (X4), than the dependence variable was academic work productivity (Y).From the tabulation and percentage analysis was fou nd that 7,41% of the respondents experienced low-level stressor, 92,59% medium-lev el stressor and 96,30% respondents had low productivity and 3, 70% had high produ ctirity. The result of multiple linter regression analysis showed that variable X significantly had impact on variable Y with determination coefficient 88, 90% and constand factor 6,574. The result multiple tinier regression analysis showed that extraorganizational variable is the most significant its influent on variable Y So, it was concluded that stressor in the work place signifi cantly had impact on the academic work productivity of the lecturers in UMS, and the most significant its influent variable was extraorganizational variable.

EFFECT OF REGIONAL OWN REVENUE, GENERAL ALLOCATION OF FUND AND SPECIAL ALLOCATION OF FUND FOR CAPITAL EXPENDITURE BUDGET ALLOCATION

The purpose of first regional autonomy for increase service public and economy every regional. The purpose of research for is to determine whether there is the of the Region Own Revenue, General Allocation Fund and Special Allocation of Fund for Capital Expenditure Budget Allocation. The Population of research this is all government District and City in Central Java of twenty nine District and Six City. The research used secondary data of Actual Income and Expenditure budget realization report of Government province Central Java the years of 2010-2013. The way to analyze the data by using multiple linier regression analysis. Based on the result of this research concluded that partially Regional Own Revenue and General Allocation Fund has of the effect on Budget Capital Expenditure. While the Special Allocation Fund does not effect on Budget Capital Expenditure. Simultaneously, The Regional Own Revenue, General Allocation Fund and Special Allocation Fund effect on Budget Capital Expenditure. Keywords : Regional Own Revenue, General Allocation Fund, Special Allocation Fund, Capital Expenditure, and Regional Autonomy.

Pengaruh Customer Experience dan Brand Trust Terhadap Customer Loyalty

Customer loyalty become the most important thing that every company must be considered to keep their customer. One thing that company can do on case to keep their customer loyalty is increase the customer experience and brand trust. The purpose of this research is to know how customer ecperience and brand trust affect customer loyalty either parsially or simultanly.Population of this study is all visitors of MATS Store Semarang. The sample size was determined through purposive judgment sampling method, with 116 respondents (n=116) as total sample. Data were gathered through questionnaires adapting Likert scale. On this research, as independent variable are customer experience and brand trust, and as dependent variable is customer loyalty. Analysis of data using multiple linier regression and descriptive analysis.The result of this research shows. The result of this research shows that the value of F hitung 3.869 with taraf significant 0.024 < 0.05. The thing prove customer experience and brand trust affect customer loyalty simultanly.In conclusion, the study suggests that Customer Experience has effects on customer loyalty, while Brand Trust does not affect customer loyalty. Based on the research findings, this study suggests Mats Store management to improve and develop their brand trust strategies in order to increase customers’ confidence products sold and distributed by MATS Store.

The Influence of Destination Image and Customer Value toward Customer Loyalty through a Customer Satisfaction The Tourist District Guci Tegal.

The aims of this research are to analyze the direct and indirect influence of the destination image, customer value and customer satisfaction on the customer loyalty at the Guci Tour. The sample size consist of 100 respondents with incidental sampling through likert scale questionnaire. Percentage descriptive, multiple linier regression and path analysis were employed to analyze data. Results showed any effect of the image of the destination and the value of customer loyalty through customer satisfaction so that visitors can be said of a relationship mediation in this study. The conclusion of this research are proved that 1) the image of destinations has no direct influence on satisfaction and loyalty of visitors, 2) the image of the destination and visitor satisfaction as mediating indirect effect on the loyalty of visitors, 3) customer value and customer satisfaction as a mediating influence directly and indirectly to the visitor loyalty.

ANALISIS PERANAN INFORMASI AKUNTANSI DAN NON AKUNTANSI TERHADAP INITIAL RETURN SAHAM

&lt;p class="Default"&gt;&lt;em&gt;This study is aimed to examine the role effect of accounting information (firm size, Earning Per Share (EPS), Price Earning Ratio (PER), financial leverage and Return On Asset (ROA) and non-accounting information (old shareholders, auditor reputation, underwriter reputation, age companies and types of industries) on initial stocks returns. &lt;/em&gt;&lt;/p&gt;&lt;p class="Default"&gt;&lt;em&gt;This study used secondary data in the form of financial annual report that go public and listed on the Indonesian Stock Exchange in 2009-2013. The samples are 66 companies obtained through purposive sampling method. Then, hypothesis examination is done by using multiple linier regression analysis, before that firstly classical assumption test has been done. &lt;/em&gt;&lt;/p&gt;&lt;p class="Default"&gt;&lt;em&gt;The result of this study showed that simultan the variable accounting information and non-accounting information have an effect on initial stocks returns. In partially auditor reputation have an effect on initial stocks returns with a significant level of 5% and types of industries have an effect on initial stocks returns with a significant level of 10%. Based on the result in conclusion is the investor that will invest in company which are IPO need observe auditor reputation and types of industries in order to success acquiring initial stocks returns which are expectation. &lt;/em&gt;&lt;/p&gt;&lt;strong&gt;&lt;em&gt;Keywords&lt;/em&gt;&lt;/strong&gt;&lt;em&gt; : Accounting Information, Non Accounting Information, Initial Return, IPO&lt;/em&gt;

PENGARUH HARGA MINYAK DUNIA DAN SUKU BUNGA BI TERHADAP HARGA SAHAM PERTAMBANGAN JANUARI PERIODE 2006-JULI 2008

The purpose of this research has done to knowing crude oil price dan BI rate to stock price on mining. The hypothesis are guess that crude oil price influence to stock mining and BI rate influence to stock mining. Analysis instrument to knowing influence of crude oil price and BI rate is use multiple linier regression analysis. To know what is the reach of independent variable influence to dependent variable use a hypothesis testing with a partial test (t test), simultant test (f test) and to knowing how the independent variable representative to dependent variable use a godness of fit (R2). The results of hypothesis analysis shows that crude oil price and BI rate have a significant influence to stock mining. Proof from the results shows that F test 259,5605 &gt; F table 3,32. Partial test shows that crude oil price positive influence to mining which t test &gt; t table (9,446&gt;2,045) and BI rate not influence to mining which t test &lt; t table (-12,008&lt;2,045) with level a significant 5%.

PENGARUH VARIABEL MAKRO EKONOMI TERHADAP PROFITABILITAS BANK SYARIAH DI INDONESIA PERIODE 2009 - 2014

This research aims to explain the influence analysis of Inflation, Gross&lt;br /&gt;Domestic Bruto, and Interest Rate to the Return on Asset (ROA) of Islamic&lt;br /&gt;Banking period 2009-2014. The sampling technique used is purposive&lt;br /&gt;sampling. This research sample gained from three Islamic banks and the data&lt;br /&gt;were obtained from published financial statement of Bank of Indonesia. Data&lt;br /&gt;analysis technique used multiple linier regression analysis. Where previously&lt;br /&gt;data had been tested with the classical assumption include data normality test,&lt;br /&gt;heteroscedasticity, multicollinearity and autocorrelation. F Test result showed&lt;br /&gt;that simultaneous variable of Inflation, Gross Domestic Bruto, and Interest&lt;br /&gt;Rate have a significant effect on ROA while T Test result showed that partially&lt;br /&gt;Inflation haven’t a significant effect on ROA while GDP have a positive and&lt;br /&gt;significant effect on ROA while Interest Rate have a significant effect on ROA.

PENGARUH KOMISARIS INDEPENDEN, UKURAN PERUSAHAAN DAN PROFITABILITAS TERHADAP MANAJEMEN LABA

This study is performed to examine the effect of commissioner independent, firm size and profitability to earnings management in services company sectors real estate, property and contruction building company listed on the Indonesia Stock Exchange in the period 2009 until 2013. The population of this study is a number of 25 companies services sectors real estate, property and contruction building company listed on the Indonesia Stock Exchange over period 2009-2013 publication. The data is obtained based on the corporate finance reporting statement are publication in the Indonesia Stock Exchange (BEI). The sampel in this study using purposive sampling and obtained a sampel of 13 companies services from 25 companies those are classified insectors real estate, property and contruction building in Indonesia Stock Exchange (BEI) in the period 2009 to 2013. The analysis technique used in this research is multiple linier regression analysis and hypothesis testing using the F test and t test. The research result showed that commissioners independent and profitability is had no significant effect on earning management and variabel firm size is had a significant effect on earning management. and the result on simultan test (F) showed the independent variables, commissioners independent.

Pengaruh Kepemimpinan Transaksional Dan Kepemimpinan Transformasional Terhadap Kepuasan Kerja Pegawai Universitas Lancang Kuning

&#x0D; This research was conducted at Lancang Kuning University . The purpose of the study to know and analyze the effect of transactional and transformational leadership style to Job Satisfaction empolyees in Unilak. This study is useful to share ideas in the context of human resource development, so the employees may optimally serve students by possessing Job Satisfaction Employees and effective leadership style implementation. Variables used were Job Satisfaction employees as dependent and transactional and transformational leadership style used as independent. Population were 123 employees of Unilak. Samples determined by using Slovin formulation that consisted of 56 employees who were selected by using convenience sampling method. Hypothesis test were conducted by using multiple linier regression analysis that assisted with SPSS 22 for windows. Transactional and transformational leadership positively and significantly influenced the Job satisfaction employees among employees of Unilak, but partially Transformational leadership not significant influence to job satisfaction employees. It means that the Job Satisfaction employees’ were determined by how effective leaders can implement the appropriate leadership style. Therefore, it is recommended to Unilak leaders and management to properly analyze the situation and condition, so that leaders will know the proper time about when the transactional or transformational should be implemented.&#x0D; Keywords: Transactional Leadership, Transformational Leadership, Job satisfaction Employees&#x0D;

PENGARUH KUALITAS LAYANAN DAN INOVASI LAYANAN TERHADAP KEPUASAN KONSUMEN PADA RUMAH SAKIT BUAH HATI KUDUS

The purpose of this research is to explain influence the service quality and service innovation, partial or simultaneous to the consumer satisfaction of Buah Hati Hospital Kudus The sampling uses incidental sampling technique. The numbers of respondents are 116 respondents. The methods used to collect the data are method observation, interview method and questionnaire method. Analysis of data using multiple linier regression with SPSS version 20. The thing prove that there is the influence of the service quality and services innovation simultaneously positive and significant on consumer satisfaction. The conclusion of this research is the service quality and service innovation influential in partial and simultaneous to consumer satisfaction. So it could be explained that the higher quality of service and improved service innovation, the consumer satisfaction steadily grew.

PENGARUH CUSTOMER EXPERIENCE DAN CUSTOMER VALUE TERHADAP CUSTOMER LOYALTY MELALUI CUSTOMER SATISFACTION

The aims of this research are to analyze the direct and indirect influence of the customer experience, customer value and customer satisfaction on the customer loyalty at The Fountain Water Park & Resto. The sample size consist of 116 respondents with purposive judgement sampling through likert scale questionnaire. Percentage descriptive, multiple linier regression and path analysis were employed to analyze data. Significant results of this research indicate customer experience and customer value influence customer loyalty through customer satisfaction so can be concluded that mediation circuit occurs in this study. The conclusion of this research are proved that customer experience, customer value and customer satisfaction as the mediation influence by direct and indirect on the customer loyalty.

Determinan Kualitas Audit

&lt;p&gt;&lt;em&gt;This study aims to examine the effect of independence, professional skepticism, dysfunctional behavior, and auditor professional ethics to audit quality. The samples used in this study were 76 auditors from six Public Accounting Firm in Malang. The data collection technique was using questionnaires and was analyzed based on multiple linier regre-ssion analysis. The result shows that partially, the independence, profe-ssional skepticism, and auditors professional ethics has significant and positive effect on audit quality. Meanwhile, the auditor dysfunctional behavior has no significant effect on audit quality.&lt;/em&gt;&lt;/p&gt;

Effect of Service Quality on Coffee Based Economic Cluster Development on Farmers and other Stakeholders Satisfaction in Bondowoso District

Economic cluster approach can be used to enhance economic growth of region by optimizing local resources. Coffee is one of plantation commodity which developed in Bondowoso district through economic cluster model. Low quality coffee beans and inefficiency marketing system were the basic problems at farmer level that pushed for developing economic coffee cluster. The aim of this research was to analyze the effect of service quality on economic coffee cluster development toward farmers and stakeholders satisfaction. This research was carried out at Bondowoso District, East Java. Direct observation and interviews coffee farmers and stakeholders using close questions was conducted in this study. Data collected consisted of primary and secondary data. The number of respondents were 47 stakeholders consisted of 5 officers from BI Jember, 5 officers from Dishutbun Bondowoso, 2 officers from Perum Perhutani and 35 farmers. Respondents selection was based on convenience sampling method. Primary data was analyzed by using correlation and multiple linier regression analysis. The result showed that the relationship between dimensions of service quality with each other varies from weak to strong. Stakeholders satisfaction (included farmers) on economic coffee cluster implementation was influenced significantly by tangible at significance level 5%. While reliability, responsiveness, assurance and empathy has no effect to stakeholders satisfaction at significance level 5%. Keyword : satisfaction, farmer, stakeholder, service quality, economic cluster, coffee

ANALISIS PENGARUH KEPEMIMPINAN DAN LINGKUNGAN KERJA TERHADAP MOTIVASI PEGAWAI PADA KOMISI PEMILIHAN UMUMKOTA MATARAM

This research was done to KPU Officers of Mataram City and aims to analyze theinfluencing variables toward work motivation that are leadership variable and workenvironment variable. This Research hypothesis was anticipated by a independent variableinfluencing by simultaneuosly and partially have an effect on to work motivation, andanticipated by a leadership variable have an effect on more dominant than work environmentvariable toward work motivation. This research use the appliance of data taken (instrument)in the form of questionaire laying open about leadership and work environment. So that datataken by good hence questionaire have to be up to standard of validity and reliability.Analysis technique used at this research is multiple linier regression analysis to know theaccurate independent variable influencing either through simultaneously and partially todependent variable. As for multiple linier regression model have to be up to standard ofpublic assumption of regression by conducting normality test heteroscedastisity test,multicolinearity test, and autocorrelation test. Pursuant to the result of F test analyze isproven by that independent variable in the form of leadership and work environment havethe influence which significant toward work motivation so that first hypothesis was accepted.While based on result of t test is proven by that independent variable by partially have aneffect on by significant toward dependent variable so that second hypothesis was accepted.Independent variable which is dominant influencing to the work motivation is leadershipvariable so that third hypothesis was accepted.Keywords : Leadership, Work Environment, and Motivation.

RESPONS MAHASISWA TERHADAP WEBSITE PURNAMA JAYA FARM SLEMAN

This study aims to identify creation of Purnama Jaya Farm :s website, knowing the response of students toward the website, and the influencingfactors of it. The method used in this research was descriptive approach by survey technique. The sampling of department were done purposively, while the sampling of students was done randomly. The number of total sample was 64 students from Department of Agricultural Socio-Economics from class of 2010 to class of20 13. From each class taken 8 Agribusiness students and 8 Agricultural Extension and Communication students. The analysis methods used proportion test and multiple linier regression analysis. The result of this research showed that response of students toward Purnama Jaya Farm :s website were high. The quality of information and ease of use positively affected toward response of students, while sex, academic program, degree of education, perception, quality of system, and playfulness didn't have significant affect