Multiple Regression Test Research Articles

Analysis of Nurses' Compliance with Patient Safety in the Inpatient Room of RSI Malahayati Medan

A patient safety program is a system that ensures hospitals make care or health services for patients safer. Patient safety is concerned with patient care, incidents that can be avoided or should not occur and have been considered a discipline. However, it must be admitted that in these quality services there are still shortcomings in patient services, especially related to patient safety incidents. The purpose of the study was to analyze the factors that affect nurses' compliance with patient safety in the inpatient room at RSI Malahayati Medan. The research design used in this study is an analytical survey with a cross sectional design. The population in this study is all inpatient room nurses at Malahayati Hospital Medan. The number of nurses in the inpatient room is 45 people. The number of samples to be studied is 45 people. Data analysis was carried out by univariate, bivariate and multivariate analysis. The arial tests used are chi square and ariable regression tests. The results of the chi square test research show that there is an influence of 7 variables, namely leadership, rewards. Structure, job design, age, tenure and education have a p-value <α 0.05, meaning leadership, rewards. Structure, job design, age, working period and education affect nurse compliance at RSI Malahayati Medan and the multivariate test has 7 variables affecting leadership, rewards. Structure, job design, age, working period and education with the results of the multiple variable regression test showed that the most dominant ariable-reward with an odds ratio (OR) of 6,916 means 6 times affecting nurses' compliance with patient safety. It was concluded that the reward variable had the most influence on nurses' compliance with patient safety at RSI Malahayati Medan. It is recommended for the hospital to build more positive leadership for the employee environment, facilitate employees to continue learning, pay attention to a good organizational structure, decompose employee duties and especially pay attention to income, incentives and bonuses for employees.

DUKUNGAN SOSIAL DAN HARDINESS TERHADAP STRES AKADEMIK PADA SISWA SEKOLAH PENGGERAK (KURIKULUM MERDEKA)

There are various forms of education in Indonesia, and highschool education is one of them. High school studentsbelong to the adolescent age group characterized bycuriosity for new experiences, and unresolved curiosity canlead to academic stress. This study aims to examine therelationship between social support, hardiness, andacademic stress among Sekolah Penggerak students usingindependent curriculum. The study sample consisted of 199students from grade 1 selected through cluster randomsampling. The data collection methods of the study wereinterviews and psychological scales. The research used theEducational Stress Scale for Adolescents (ESSA),Multidimensional Scale of Perceived Social Support(MSPSS), and the Hardiness Scale. For the analysis,correlation and multiple regression tests were used.Correlation test results showed a significant relationshipbetween social support and academic stress (r=-0,428,p<0,001) and hardiness and academic stress (r=-0,396,p<0,001). Social support and hardiness explained 26.2% ofacademic stress (R2=0.262; F(2,196)=36.237, p<0.001).

The relationship between neutrophil percentage-to-albumin ratio and slow and normal coronary flow phenomenon

BackgroundThe relationship between several inflammatory biomarkers and slow coronary flow phenomenon(SCFP) has been reported. However, the correlation between neutrophil percentage-to-albumin ratio (NPAR) and SCFP is lacking. In this study, we aimed to assess the relationship between NPAR and SCFP.MethodsA total of 228 patients were enrolled in this study according to the diagnostic and exclusion criteria. 76 patients were included in the SCFP group, and 152 age-matched patients were included in the normal coronary flow (NCF) group. The baseline data, laboratory parameters and coronary angiography were recorded and compared.ResultsThe values of NPAR were significantly higher in the SCFP group than those in the NCF group (1.78[1.58,1.88] vs. 1.42[1.24,1.66], P < 0.001). NPAR elevated as the number of vessels involved SCFP increased. In the multiple logistic regression tests, NPAR was an independent predictor of SCFP (OR: 1.239, 95%CI: 1.124–1.367, p < 0.001). The receiver operating characteristic curve analysis showed that the cutoff value of NPAR for predicting SCFP was > 1.57 with a 76.3% sensitivity and 67.1% specificity [the area under the curve (AUC) = 0.727, 95%CI: 0.659–0.795, p < 0.001]. NPAR had a better predictive value of SCFP than neutrophil percentage, but not albumin.ConclusionElevated NPAR may be an independent and valuable predictor of SCFP.

The Gestational age, Level of education, Living Place and Working status As the Determinant Factors of Dental Caries among Pregnant Women in Indonesia

Dental caries is a major dental and oral health problem especially in pregnant woman. The physiological and hormonal changes during pregnancy may contribute to the incidence of dental caries. The aim of this study was to analyze the determinant caries in pregnant women in Indonesia based on Riskesdas 2018. The study was a cross sectional survey and used the secondary data sourced from Riskesdas 2018. The population in the study were all pregnant women from the Riskesdas team in 2018 totaling 519 samples using the PPS (probability proportional to size) - linear systematic sampling method, with two stage sampling. The statistical analysis using Chi-square test and multiple logistic regression test. The study showed the significant relationship between gestational age, level of education, place of the residence and working status and the incidence of dental caries in pregnant women in Indonesia (p&lt;0.05). The study concluded that several factors had a significant relationship with the in incidence of caries among pregnant women in Indonesia.

The Influence of Politeness Norms and Language Skills on How Students Communicate with Teachers in Civic Education Learning Subjects

This study investigates the influence of politeness norms and language skills on communication procedures between students and teachers in junior and senior high school students learning subjects in pink. This research method uses quantitative research with an observational approach involving 92 respondents, and this research instrument uses a Likert scale with 92 questions. The data results using multiple regression tests show that the influence of politeness norms on communication manners significantly affects communication manners with a regression value of 18.6%. Annova F produces a value of 10,024, indicating the significance of the model as a whole, while the sign value of 0.000 confirms each independent variable. This study plays an important role in understanding the influence of politeness norms and language skills on communication manners between students and teachers in civic education learning subjects. This research provides insight into how politeness norms and language skills affect communication between students and teachers, especially in Civics subjects at the junior and senior high school levels.

Influence of Financial Management Accountability and The Spirituality of Pastoral Services In the Parishes of The Tomohon Victory Towards The Achievement of Pastoral Work

The Manado Diocese Catholic Church implements a Church financial management system within the framework of transparent, objective and responsible financial management. In this context, it is necessary to involve lay pastoral staff who are considered capable and competent and have a high spirituality of service in order to realize the pastoral works of the Manado Diocese Church. This research aims to examine the phenomenon of the influence of accountability in parish financial management and the spirituality of pastoral servants in the context of achieving pastoral work. This research was conducted in all churches or parishes in the Kevikepan Tomohon area by taking 95 samples from 133 populations. The research method used is a quantitative research method with a survey approach. Through this method, researchers want to test hypotheses and at the same time explain the relationship between variables. The data analysis process uses the application of correlation statistics and multiple regression test to analyze the influence between variables and measure the level of relationship between each variable studied. The research results show that: First, there is a significant and linear influence between Financial Management Accountability and Pastoral Work Achievement, meaning that if Financial Management Accountability is implemented well and appropriately it will increase Pastoral Work Achievement in the Tomohon Kevikepan Parishes. Second, there is a relationship between the Spirituality of Pastoral Servants and the Achievement of Pastoral Work. This means that if the Spirituality of Pastoral Servants is interpreted well and effectively, then this will have the effect of increasing the Achievement of Pastoral Work in Tomohon Kevikepan Parishes. Third, the results of hypothesis testing and multiple correlation and multiple regression analysis prove that there is an influence between Financial Management Accountability and Pastoral Servant Spirituality together on Pastoral Work Achievement. Furthermore, it can be concluded that an accountable financial management model supported by the spirituality of pastoral servants can increase the achievement of pastoral work in parishes.

The impact of fatigue on the jumping mechanics and injury risk of basketball players

Fatigue can significantly alter an athlete’s biomechanics and performance, which can increase their risk of injury. Important basketball moves like jump shots (JS) and countermovement jumps (CMJ) primarily use the muscles in the lower back and lower limbs. Basketball players’ jumping mechanics, performance, and risk of injury during CMJ, JS, and ankle sprains were all examined. A total of 415 male collegiate basketball players participated in the league, this season representing varying levels of jumping mechanics. Surface electromyography, a force plate, and a 3D motion analysis system were used to gather data. Field-goal percentage, the center of mass’s (CM) lowest point, joint angles during takeoff and landing, and Electromyography data from the lower leg muscles, erector spinae limbal, and rectus femoris were among the parameters that were recorded. Lower back muscle tiredness was created, and performance was evaluated after the fatigue. Data was analyzed using SPSS, with paired-sample t-tests, logistic, and Multiple Regression tests employed to examine the impact of fatigue on performance and injury risk. These tests assessed how fatigue affects shooting accuracy and joint angles, and increases the chance of injuries in basketball players. Following a period of tiredness, athletes’ field-goal percentages significantly decreased, whereas their CM lowest point increased on jump shots. In both CMJ and JS, fatigue leads to reduced knee flexion angles and increased ankle plantar flexion during landing, changing the contribution ratio of both legs. Due to impaired mechanics, these biomechanical changes suggest an increased probability of ankle sprains and an elevated risk of damage, especially during landing. The risk of lower back, knee, and ankle injuries increased due to major athletic impairments and altered landing mechanics caused by lower back muscular fatigue. To reduce basketball players’ risk of injury, these data highlight how crucial it is to address fatigue in training and recovery plans.

PENGARUH BIAYA LINGKUNGAN DAN KINERJA LINGKUNGAN TERHADAP KINERJA KEUANGAN PADA PERUSAHAAN MANUFAKTUR SUB SEKTOR AGRIKULTUR YANG TERDAFTAR DI BURSA EFEK INDONESIA

In carrying out its operational activities, the company often ignores the impact of these activities on the surrounding environment, where the impact can be detrimental to the environment. When a company has managed its environment well, it has good environmental performance. In the effort to manage the environment, there are several activities related to the environment that result in expenses for the company in the form of environmental costs. Good environmental performance and proper environmental cost management reflect that the company's financial performance is good. One form of a company's financial performance can be measured by its Net profit margin. Based on this phenomenon, the purpose of compiling this report is to find out how the influence between environmental costs and environmental performance on financial performance in agricultural sub-sector companies listed on the Indonesia Stock Exchange. This study uses a type of quantitative research with a total of 40 samples derived from sustainability reports and annual reports from manufacturing companies in the agricultural sub-sector listed on the Indonesia Stock Exchange for the 2019-2023 period, with analytical tools consisting of product moment correlation tests, multiple correlation tests, multiple regression tests, determination coefficients, F tests and T tests. The results of this test show that partially environmental costs have a negative influence on financial performance, while environmental performance partially has no influence on financial performance. Meanwhile, simultaneously environmental costs and environmental performance have a positive and significant influence on financial performance.

PENGARUH ARUS KAS OPERASI DAN LABA BERSIH TERHADAP HARGA SAHAM PADA PERUSAHAAN SUB SEKTOR LOGISTIK DAN PENGANTARAN YANG TERDAFTAR DI BURSA EFEK INDONESIA

The growth of e-commerce and increasing people's purchasing power has boosted logistics and shipping, thereby attracting investors to invest. Shares are the most popular investment instrument because of their profit potential, even though share prices often fluctuate. To minimize risk, investors need to understand the company's performance. This research aims to assess the impact of operating cash flow and net profit on the share prices of companies belonging to the logistics and shipping sub-sector listed on the Indonesia Stock Exchange. and is expected to become a reference for further research. The quantitative method used is a purposive sampling technique. There are 11 sample companies with a total of 33 data from annual financial reports on logistics and shipping sub-sector companies listed on the Indonesia Stock Exchange. Data were analyzed using several methods, including Normality Test, Product Moment Correlation Test, Multiple Correlation Test, Multiple Linear Regression Analysis, Coefficient of Determination Test, t Test, and F Test. Based on the results of the t test carried out using IBM SPSS Statistics version 25, it was found that Operating cash flow and net profit have a partially negative and significant impact on share prices. However, the F test results show that operating cash flow and net profit simultaneously have a positive and significant influence on share prices.

PENGARUH MINAT WIRAUSAHA DAN SELF EFFICACY TERHADAP KINERJA UMKM DI BENGKAYANG

Performance is an important thing that must be considered in the growth of Small and Micro Enterprises (MSMEs). This study aims to identify and analyze the effect of entrepreneurial interest and self-efficacy on the performance of MSMEs in Bengkayang City. This research is quantitative research with a survey approach. Questionnaires were used in collecting data on 58 MSME players in Bengkayang City who were included in the culinary, service, basic food and clothing businesses. The variables studied included entrepreneurial interest, self efficacy and MSME performance. The data analysis technique uses multiple regression tests using SPSS as an analytical tool to determine the effect of entrepreneurial interest and self efficacy on MSME performance. The results showed that entrepreneurial interest had no effect on performance while self efficacy had a positive effect on performance. The results also showed that entrepreneurial interest and self efficacy together had an effect on the performance of MSMEs in Bengkayang City. The higher the entrepreneurial interest and self efficacy, the higher the performance of MSMEs.

Increasing online consumer satisfaction with logistics service quality: A study in Riau islands province, Indonesia

This study's primary goal was to assess the influence of logistics service quality (LSQ) on online consumer satisfaction (CS) in the Province of Riau Islands, Indonesia. The investigation addresses the various dimensions of LSQ, consisting of the personnel contact quality (PCQ), timeliness delivery quality (TDQ), order discrepancy handling quality (ODHQ), information quality (IQ), and order condition quality (OCQ). Research questionnaires were sent to 500 consumers in the Province of Riau Island, and 344 responses were valid. The investigations employed multiple regression, reliability, and validity tests. All variables–LSQ dimension and CS showed satisfactory reliability and validity. The finding showed that the LSQ dimensions, consisting of PCQ, TDQ, ODHQ, IS, and OCQ, have a significant impact on CS. This study underscores the criticality for logistics companies to enhance their LSQ, as it significantly influences CS and boosts their competitiveness. This research's approach to exploring logistics services in the e-commerce industry is expected to make significant contributions to logistics service and CS in a more comprehensive study.

Factors Associated with Risky Sexual Behavior in Adolescents in Indonesia Rural Areas

Adolescence is a transitional period from childhood to adulthood, marked by rapid physical, psychological, and social changes that can impact the development of sexual behaviours, including the potential for engaging in risky sexual behaviour. This study aimed to identify factors that influence risky sexual behaviour in adolescents in Indonesia's Rural Areas. This study is a quantitative research with a cross-sectional design. The sample of this study was active students in Banyumas Regency, one of Indonesia’s rural areas in 2022. A probability sampling technique with proportional stratified random sampling was used and obtained 452 respondents. The data was collected using questionnaire sheets. Data were analyzed using the Chi-Square and multiple logistic regression tests. This study shows that dating experience, dating status, age, religiosity and access to technology are the most influential factors for risky sexual behaviour in adolescents in rural areas, with dating experience having the greatest influence as indicated by an OR value of 6.67. Although religiosity plays a role, it is insufficient to protect adolescents from risk. Comprehensive sexual health education and consistent monitoring of technology usage are urgently needed to reduce risky sexual behaviours among adolescents in rural areas.

Predictors of breastfeeding self-efficacy among postpartum women in RSUD IA Moeis Samarinda

Background: WHO recommends the practice of early initiation and exclusive breastfeeding for the first 6 months of life followed by breastfeeding with complementary foods up to 2 years of age. However, currently, the global prevalence of breastfeeding in infants less than 6 months of age is under 50%. Objective: This study aims to predict the factors associated with breastfeeding self-efficacy in RSUD IA Moeis. Methods: A cross-sectional study with multiple logistic regression tests were used to analyze 56 postpartum women. Key variables analyzed included breastfeeding experience and observation of others, adjusted for occupation, education, verbal persuasion, and physical-emotional conditions. Result: Variables associated with Breastfeeding Self Efficacy (BSE) were breastfeeding experience (p-value 0.023) and observation of others (p-value 0.002) adjusted by occupation, latest education, verbal persuasion, and physical emotional conditions. The most dominant variable is the observation of others with Odds Ratio = 61.107 (95% CI OR = 5.478- 711.504). Conclusion: Observation of others is the strongest predictor of breastfeeding self-efficacy among postpartum mothers at RSUD IA Moeis. Mothers who observed others successfully breastfeeding were 61 times more likely to have high BSE than those who did not. Keyword: Breastfeeding self-efficacy, breastfeeding experience, postpartum, sociodemographic.

Pregnancy Psychosocial Outcomes on Adolescent Girls at Dakodwamu a Suburb of Kumasi in the Ashanti Region, Ghana

Adolescent pregnancy is a social and public health concern in Ghana, with high prevalence in some regions in the country, including the Ashanti Region, particularly at Dakodwamu. This study investigates the pregnancy psychosocial outcomes on adolescent girls at Dakodwamu a suburb of Kumasi in the Ashanti Region, Ghana. A cross-sectional descriptive design was employed with 393 respondents which comprised older adolescent girls aged 15-19 years. Data were analysed using frequency distribution, Pearson’s chi-squared test of independence and multiple linear regression. Experienced obstetric outcomes were statistically significant at P &amp;lt; 0.05, (coeff = 1.000, 95%CI [0.914—1.086]). Have sleeping problem was observed as statistically significant at p &amp;lt; 0.05, (coeff = 0.497, 95% CI [0.411—0.583]). Again, faced family discrimination was statistically significant at P &amp;lt; 0.05, (coeff = -0.667, 95%CI [-0.667— -0.667]). Difficulty in getting money for abortion when pregnant was observed as statistically significant at p &amp;lt; 0.05, (coeff = -0.333, 95% CI [-0.333— -0.333]). Based on this, the study recommends that parents need to be encouraged to have strict rules and regulations within the family of teenage girls, but should also create the freedom within the family for teenage girls to discuss issues related to sex, sexuality and responsible adulthood.

Attitudes and Anxiety to the Acceptance of the Covid-19 Vaccine During Pregnancy

Background: pregnant women have a higher risk of experiencing severe complications related to Covid-19. For this reason, vaccination is essential to do. However, it was reported that 79.2% of pregnant women were unsure about getting vaccinated, and even 78.4% were worried about the side effects.Purpose: this research was conducted to determine the effect of knowledge, attitudes, and anxiety of pregnant women on receiving COVID-19 vaccination.Methods: using a quantitative method with a correlational type, as many as 40 pregnant women in the second and third trimesters were selected to be involved by Accidental Sampling.Results: the results showed that 90% of respondents had sufficient knowledge, 80% had a good attitude, 77.5% of pregnant women had severe anxiety, and 85% accepted the vaccination. Based on the multiple linear correlation test, the influence of knowledge, attitude, and anxiety on the acceptance of the Covid-19 vaccination was 0.049, 0.000, and 0.526, respectively. Partial regression analysis for each independent variable shows only the t count t table value for the knowledge and attitude variables.Conclusion: the higher the level of knowledge and the more willing pregnant women are to receive vaccinations, the higher the acceptance of COVID-19 vaccination during pregnancy.

Analysis of the Relationship between Dietary Patterns, Physical Activity and Stress Levels with Blood Glucose Levels in Type 2 Diabetes Mellitus Patients at Sultan Suriansyah Regional Hospital, Banjarmasin

The increasing number of DM sufferers is caused by hereditary/genetic factors, obesity, lifestyle changes, irregular eating patterns, drugs that affect blood glucose, lack of physical activity, pregnancy, smokers, and stress. Type II DM is a type that is often found in 85-90% of the total DM sufferers found in the elderly group. DM is a world health problem where the incidence, complications and mortality rates are higher in the elderly group than in the younger group. The aim of this study was to analyze the relationship between diet, physical activity and stress levels with blood glucose levels in type 2 diabetes mellitus patients at Sultan Suriansyah Hospital, Banjarmasin. This research design uses a cross sectional method. The statistical tests used are the Spearman rank test and the multiple logistic regression test. The number of samples taken was 92 respondents. The research results showed that there was a relationship between diet, physical activity and stress levels with blood glucose levels in Type 2 Diabetes Mellitus patients (p 0.05) and the factor most related to blood glucose levels was dietary factors with an odds ratio of 9.250. Nurses need to improve health services in providing information that is easily understood by patients and their families directly or using reading media regarding Type 2 Diabetes Mellitus.

Analysis of Factors Affecting Increased Blood Sugar Levels in Type 2 Diabetes Mellitus Patients at Anshari Saleh Hospital Banjarmasin

Degenerative diseases are non-communicable diseases (NCDs) that are chronic. According to WHO, there are four main types of NCDs, namely cardiovascular disease (coronary heart disease and stroke), cancer, chronic respiratory disease (asthma and COPD), diabetes mellitus. The high rate of increase in blood sugar levels of more than 200 mg/dl in diabetes mellitus patients is caused by many factors that cause an increase in blood sugar levels. The aim of this study was to analyze the factors that influence the increase in blood sugar levels in type 2 diabetes mellitus patients at Anshari Saleh Hospital, Banjarmasin. The design in this study used a cross sectional method. The statistical tests used are the Sperm Rank test and multiple logistic regression test. The sampling technique uses proportional sampling. The research results showed that there was an influence of physical activity, stress, emotional intelligence, eating patterns, and medication adherence with increasing blood sugar levels in diabetes mellitus patients (p0.05), there was no influence of obesity and heredity with increasing blood sugar levels in diabetes patients. Mellitus (p0.05) and the factor that has the most influence on increasing blood sugar levels in diabetes mellitus patients is diet with an odds ratio of 38,428. Nurses need to improve the quality of services by improving methods, educational media, or ways of conveying information that will be given to patients' families and patients regarding diabetes mellitus so that it is easier for families to understand.

The influence of social media marketing and word of mouth on purchasing decisions for skincare products at Alfamidi

This study aims to analyze the influence of social media marketing strategies and Word of Mouth (WoM) on the purchase of skincare products at Alfamidi Retail. The study was conducted in Tangerang City, Banten, from September to November 2024, using a quantitative method. Data were obtained through questionnaires and literature studies, and analyzed using descriptive statistical techniques, validity and reliability tests, and multiple regression analysis. The conclusion of the study shows that Media Social Marketing has good criteria with an average score of 3.40. Purchase decisions showed good results, with multiple regression testing showing that Social Media Marketing and WoM had a significant influence on purchase decisions, with a total contribution of 78%.

THE RELATIONSHIP BETWEEN RELIGIUS AND THE P5 PROGRAM AND PROSOCIAL BEHAVIOR IN STUDENTS

This research was motivated by the low level of prosocial behavior of students at SMPN 4 Tarogong Kidul. This can be seen from the low level of prosocial behavior among students in terms of sharing, cooperation, helping and honesty. The aim of this research is to determine the relationship between religiosity, the P5 program and prosocial behavior in students at SMPN 4 Tarogong Kidul. The method used in this research is a correlation study with a quantitative approach. The population in this study was 214 class VII students, while the research sample was 100 students using simple random sampling techniques. The data collection techniques used were questionnaires, observation and documentation. The results of this research show that: (1) The description of religiosity, the P5 program and prosocial behavior at SMPN 4 Tarogong Kidul is mostly in the medium category. Based on the results of data analysis, it is known that religiosity is 69%, the P5 program is 69% and prosocial behavior is 71%. (2) There is a positive relationship between religiosity and prosocial behavior in students with a correlation coefficient of 0.337. (3) There is a positive relationship between the P5 program and prosocial behavior in students with a correlation coefficient of 0.497. (4) There is a relationship between religiosity, the P5 program and prosocial behavior in students. These results can be seen from the results of the multiple correlation test which shows that the F Change significance value is 0.000, meaning 0.000 &lt; 0.05, and the correlation coefficient value is 0.510, so it can be concluded that religiosity and the P5 program together with prosocial behavior or simultaneously have a a positive relationship.

Motivation and Job Satisfaction on The Performance of Health Workers at RSIA Aisyiyah Pekajangan

Employee motivation and job satisfaction are important aspects in human resource management. Healthcare professionals must do their best as healthcare leaders. Therefore, it is very important to meet the needs of health workers and ensure job satisfaction. This research aims to quantify the impact of these variables and provide insights that can guide improvements in human resource strategies within healthcare organizations to enhance employee performance. This research is a quantitative research with a cross-sectional method. A sample of 127 respondents was obtained using Proportional Random Sampling. After filling in informed consent, respondents filled out motivation, satisfaction and performance questionnaires. After that, data processing and analysis was carried out using SPSS. The calculated F value is 13.212 &gt; F table 3.92 and the sig is 0.000 &lt; 0.05. From these results it can be said that simultaneously, the variables Motivation (X1) and Satisfaction (X2) influence the performance variable (Y). In the multiple liner regression test, the result was Y = 16.981 + 0.127X1 + 0.291X2 + e. Motivation and satisfaction have a significant effect on the performance of health workers.