Data Analysis Techniques Research Articles

The Impact of Organizational Commitment and Compensation on Employee Performance as Measured by Job Satisfaction at Denata Wedding Organizer

This research describes and analyzes organizational commitment, compensation, job satisfaction, and employee performance. Analyze the influence of organizational commitment and compensation on job satisfaction; analyze the influence of organizational commitment and compensation on employee performance; analyze job satisfaction on employee performance; analyze organizational commitment and compensation on employee performance through job satisfaction at Denata wedding organizer. The population and sample in this research were Denata wedding organizer employees, totaling 55 respondents. The data collection technique uses a questionnaire, and the data analysis technique used is path analysis. The research results show that organizational commitment and compensation have a significant and positive impact on job satisfaction, organizational commitment and compensation have a significant and positive impact on employee performance, job satisfaction has a positive and significant impact on employee performance, job satisfaction can mediate organizational commitment and compensation on employee performance.

Peran Aviation Security dalam Pengawasan dan Penanganan Dangerous Goods dan Prohibited Item di Bandar Udara Tjilik Riwut Palangka Raya

Tjilik Riwut Palangka Raya Airport is the largest airpot in Central Kalimantan Privince. This airport has a runway size of 2,500 x 45cm. this airport is managed by PT.Angkasa Pura II. Aviation Security (AVSEC) based on the regulation of the Director General of Air Transportation with Number: SKEP 2756/XII/2010 concerning procedures for checking the security of passengers,aircraft officers,and luggage transported by aircraft and individuals. Thes purpose of this study is to determine the differences between Security Check Point1 and Security Check Point 2 and to determine the work system of supervision and handling of Dangerous Goods and Prohibited Item at Tjilik Riwut Palngka Raya Airport. This research is a qualitative research with data collection techniques,namely observasion,documentation,and interview. Data analysis techniques used are data collection,data reduction,data presentasion, and drawing conclusions. The results of the research conducted by the researcher showed that there was nosignificant difference between Security Check Point 1 and Security Check Point 2 and the work system of Aviation Security officers was in accordance with existing procedures in the supervision and handling of Dangerous Goods and Prohibited Item.

Development of E-Module Material on Recognizing the Environment With Dance

Dance learning in elementary schools is no less essential in learning activities. However, teachers still need to clarify many things regarding the purpose of learning dance in schools, where teachers still think that learning dance must teach students to become dancers. Therefore, this study aims to develop e-modules on recognizing the environment with dance for grade IV elementary school students. This type of research is development research with the ADDIE development model. The data collection techniques used in the study were observation, interviews, documentation, questionnaires, and tests. The data analysis techniques used are normality test, t-test, and N-Gain test. The results of the feasibility assessment of e-modules to recognize the environment with dance from material experts obtained a score of 92.26%. In comparison, the evaluation of media experts obtained a value of 89.02%. In addition, responses from users on product trials obtained a percentage of 98.18% from students and 100% from class teachers. The effectiveness of e-modules to recognize the environment with dance is evidenced in the t-test which obtained a significance value of 0.001 less than the significance level of 0.05, which means that there is a significant effect of using e-modules to recognize the environment with dance. In the N-Gain test, the result is 82.80, which can be concluded that the e-module of recognizing the environment with dance that has been developed is declared feasible and effective in learning dance.

Examining Student Perception and Enthusiasm for The MBKM Program: A Comprehensive Study

Merdeka Belajar Kampus Merdeka (MBKM) is a new policy that has not been widely understood by students. It is necessary to assess students' perceptions and interests in this policy. This study was conducted to determine the extent of student perceptions of this policy and the level of student interest in the programs offered. The stages of the research method carried out include the preparation stage, data collection stage, data processing stage, and data analysis stage. The research method used in this study is a survey method using questionnaires as a data collection tool. The respondents of this study were 232 students of the elementary school teacher education study program starting from the Class of 2020 until 2022. Data analysis techniques use descriptive analysis, categorization and cross-tabulation as well as spherman rank correlation analysis. The results showed that students' interest in participating in the MBKM program was in the medium category. Student perceptions of MBKM policies are highest in the good category, and these perceptions are related to interest in participating in the MBKM program. Meanwhile, students' perceptions of MBKM programs are in the good category and these perceptions are related to their interest in participating in the MBKM program.

THE CONTENT ANALYSIS OF CULTURAL VALUES IN READING TEXT IN ENGLISH TEXTBOOK AT THE EIGHTH GRADE AT SMP NEGERI 1 GUNUNGSITOLI

Cultural values are the basis of thinking and views of a community group that has been studied and selected so that it is considered good, therefore cultural values based learning is very important for the easy generation of a nation. In Indonesia, cultural values in education are included in the independent curriculum and are referred to as the Pancasila student profile. These values must be applied in learning including in learning materials as a form of strengthening the cultural values of the nation's children in the midst of global progress. Given the importance of this, this study aims to analyze cultural values in reading texts contained in English textbooks at UPTD SMP Negeri 1 Gunungsitoli. The main purpose of this study is to analyze and describe the cultural values in the reading text, how the author implements the meaning in the sentence and whether the reading text in the book have met the purpose of the curriculum. This research used a qualitative approach and content analysis technique. The data analysis technique is based on the theory namely familiarizing and organizing, coding and reduction and interpreting and representing. Data collection was based on using check table instruments and document analysis. Data were collected through analysis of reading texts in the English for Nusantara book at UPTD SMP Negeri 1 Gunungsitoli. Then the data collected was processed qualitatively to analyze the patterns and meanings by the cultural values in the Pancasila student profile. The results showed that five dimensions were successfully adapted in the reading text, namely the dimension of faith, ear o almighty God and noble morals, the second dimension of global diversity, the third dimension of cooperation, the fourth dimension of independence and the fifth dimension of creativity. The only dimension that was not found was the critical reasoning dimension. The next finding is the meaning integration technique conveyed in the text sentences based on the results of the analysis, the researcher found two types of meaning adaptation in the sentences in the text, namely explicit and implicit. Between the two, the explicit adaptation technique is the most widely used by book authors while implicit is used the least. Based on these two findings, the researcher concluded that the author still needs to pay attention to embedding the value of the Pancasila student profile into the student reading text.

Implementation of Inclusivism Values in Religious Education Learning to Build Human Solidarity at Karuna Dipa High School, Palu

This research examines the implementation of inclusivism values ​​in religious education learning to build humanitarian solidarity at Karuna Dipa High School, Palu. This research uses qualitative methods, and data is collected through observation, in-depth interviews, and analysis of written documents. The data analysis techniques used are data reduction, presentation, and verification. The research results show that: First, the values ​​of inclusivism are the basic principles at Karuna Dipa High School Palu, namely Inclusive (open) values, tolerance values, mutual help values, justice values, and brotherhood values ​​(humanism). Second, the implementation of inclusivist values ​​in religious education learning at Karuna Dipa Palu High School follows the inclusive religious education learning model from Jack L. Seymour and Tabita K. Cristiani, namely the "beyond the wall" learning model through several integration efforts, namely: 1) Integrated into the Vision and Mission of Karuna Dipa High School Palu, namely "Achievement, Personality and Competitiveness." 2) Integrated into existing religious education learning materials. 3) Integrated in extracurricular activities. 4) Integrated religious holiday celebration activities. Third, the significance of inclusivism in building human solidarity at Karuna Dipa High School in Palu is the following: 1) Building social solidarity between students with different beliefs. 2) Building an attitude of mutual trust in all elements of the school so that a sense of brotherhood is created between students, educators, and the Karuna Dipa Palu Foundation. 3) Forming a competitive spirit with noble moral character in Karuna Dipa High School students.

Program pembelajaran bagi peserta didik autis di Raudhatul Athfal Maestro NU Purbalingga

The study conducted at Raudhatul Athfal NU Maestro Purbalingga outlines the learning program for autistic students in group A as well as the problems faced by teachers in the 2022/2023 school year. This type of research is descriptive qualitative. The subjects of this study consisted of a class teacher and a group A student who had been detected as autistic. Data collection was done through interviews and observations. The data obtained was tested for validity by increasing persistence, triangulation, and using reference materials. Data analysis techniques were carried out by collecting data, reducing data, presenting data, and drawing conclusions. Without special preparation, autistic students joined their classmates. Teachers use various learning approaches, such as games and movements, and adjust their schedules accordingly. Due to limited electronic means, learning media is more traditional. Standardized adjustments for autistic children are used to conduct holistic evaluations. The absence of special preparation, the absence of a dedicated space, and the difficulty of handling and evaluating autistic students, which interferes with the overall learning process, are the main obstacles.

Improving SMEs Business Productivity with Microsoft Excel Training in the Big Data Era

The business complexity requires business actors to have special skills in managing and analyzing data in Big Data. This community service aims to provide in-depth training on the use of Microsoft Excel as a platform for managing and analyzing data. The ability to manage and analyze data will greatly affect business productivity in facing the challenges and opportunities that exist in the Big Data era. Participants will be equipped with knowledge and practical skills in utilizing various relevant Excel features, including pivot tables, vlookup, if, and sophisticated data analysis techniques. This training uses a mentoring approach through several processes: preparation, implementation, mentoring and evaluation, and post training mentoring. The results reveal significant effects: awareness of technology to increase SMEs productivity is built; the competence of SMEs actors in using Microsoft Excel increases; and SMEs actors are able to increase efficiency and effectiveness in managing, processing, and analyzing data so that they can optimize the decision-making process more effectively and accurately. However, in-depth material is still needed, so further training is needed to deepen the knowledge and skills of SMEs actors. This is important for SMEs to respond to the challenges in the increasingly complex global market.

Sustainable Business Models: An Empirical Analysis of Environmental Sustainability in Leading Manufacturing Companies

This study thoroughly investigates the role of sustainable business models in enhancing environmental sustainability in leading manufacturing companies. Guided by the United Nations Sustainable Development Goals (SDGs), we empirically analyse the integration of sustainability goals into corporate strategies. This study identifies sustainable business models based on an analysis of the sustainability reports published on the website, examining the strategies and action plans declared by 30 companies that are leaders in the sustainability industry, according to their Dow Jones Sustainability Index World (DJSI World) and S&P Global ESG Scores. The strategies considered are aligned with the following specific sustainability development goals: 6 (water security); 7 (renewable energy); 12 (responsible consumption and production); and 13 (climate action). The dataset contains several variables, each reflecting a particular facet of a company’s environmental sustainability, as follows: energy consumption; greenhouse gas emissions; waste management strategies; and water conservation initiatives. We use a multidimensional data analysis technique called multiple correspondence analysis (MCA). After using MCA, we use a hierarchical clustering algorithm with the aim of classifying the different companies. Our findings underscore the presence of seven clusters of companies. Compared to the well-established literature on the topic of sustainable business, the innovative contribution of this study is linked to the identification of reaction time as a strategic variable explaining the different sustainable business models. The study makes it clear that the different business models are linked to reaction time to strategic alignment with environmental objectives. The country in which the company is based is also important. This study provides practical insights for companies aiming to align their practices with SDGs. In fact, the time variable provides important information in this regard and makes it possible to identify different approaches to sustainability as well as strong and weak sustainable business models; the former are characterised by a medium long-term strategic orientation towards environmental sustainability, which can be interpreted as the desire to undertake more solid and structured environmental sustainability strategies.

CREATION OF A WORDWALL-BASED COGNITIVE ASSESSMENT TOOL FOR STATIC ELECTRICITY MATERIALS

Cognitive assessment of kids who still frequently use paper documents and certain school-provided software. The objective of this study is to develop a legitimate, dependable, efficient, and useful tool that may be used to teach static electricity concepts through wordwalls. This study use the ADDIE model in conjunction with the Research and Development technique. Purposive sampling is the sampling strategy used, taking into account samples that have finished the science learning material on static electricity. There were 57 individuals in the sample. The SMP 42 Negeri in Semarang City is the research location. Using SPSS software version 2019 and Ministep, the data analysis technique involves testing the validity, reliability, efficacy, and practicality of test instruments and questionnaires.The study's findings demonstrate that the creation of a wordwall-based cognitive instrument on static electricity learning outcomes is valid, dependable (having received an adequate category score of 0.74), successfully executed (having received an average score of 74.8), and practically implemented (producing 66.4% of the responses from students). This means that future researchers can build on this tool to suit their needs and the reference tools that are used to assess learning.

Navigating Memorability Landscapes: Hyperbolic Geometry Reveals Hierarchical Structures in Object Concept Memory.

Why are some object concepts (e.g., birds, cars, vegetables, etc.) more memorable than others? Prior studies have suggested that features (e.g., color, animacy, etc.) and typicality (e.g., robin vs. penguin) of object images influences the likelihood of being remembered. However, a complete understanding of object memorability remains elusive. In this study, we examine whether the geometric relationship between object concepts explains differences in their memorability. Specifically, we hypothesize that image concepts will be geometrically arranged in hierarchical structures and that memorability will be explained by a concept's depth in these hierarchical trees. To test this hypothesis, we construct a Hyperbolic representation space of object concepts (N=1,854) from the THINGS database (Hebart et al., 2019), which consists of naturalistic images of concrete objects, and a space of 49 feature dimensions derived from data-driven models. Using ALBATROSS (Stier, A. J., Giusti, C., & Berman, M. G., In prep), a stochastic topological data analysis technique that detects underlying structures of data, we demonstrate that Hyperbolic geometry efficiently captures the hierarchical organization of object concepts above and beyond a traditional Euclidean geometry and that hierarchical organization is related to memorability. We find that concepts closer to the center of the representational space are more prototypical and also more memorable. Importantly, Hyperbolic distances are more predictive of memorability and prototypicality than Euclidean distances, suggesting that concept memorability and typicality are organized hierarchically. Taken together, our work presents a novel hierarchical representational structure of object concepts that explains memorability and typicality.

Analisis Kompetensi Andragogi Tutor Pendidikan Kesetaraan dalam Pembelajaran di Sanggar Kegiatan Belajar (SKB) Kota Medan

This research aims to analyze the competence of equal education tutors in the Medan City Community Learning Activity Studio (SKB). The type of research used is qualitative descriptive research. There were 3 subjects in the research, namely tutors in the equivalency program. The data collection techniques used were observation, interviews and documentation. Data analysis techniques are data reduction, data presentation and drawing conclusions. The validity of the research includes source triangulation and technique triangulation. The research results show that tutors have shown significant efforts in understanding the characteristics and needs of students by approaching them directly and identifying individual habits and needs. Mastery of educational principles can also be seen through the tutor's efforts to integrate educational principles in learning by creating an active and interesting class atmosphere. In terms of curriculum development, tutors collaborate with external parties to ensure the relevance and effectiveness of the curriculum according to student needs, by paying attention to basic principles such as relevance and efficiency. The learning strategies implemented, including discussion methods and the use of simple language, succeeded in increasing students' understanding. Apart from that, tutors are able to create interactive, fun and challenging learning situations. Mastery of conventional learning media is good, but use of information and communication technology (ICT) varies, with some tutors facing technical and infrastructure obstacles. Finally, assessments are carried out using various tools, both tests and non-tests, to ensure fair and objective learning outcomes.

The Influence of Participation in the Student Council (OSIS) on the Study Discipline of Students at SMA Negeri 1 Kroya for the Academic Year 2023/2024

This study aims to determine the extent of the influence of participation in the Student Council (OSIS) on students' study discipline. The method used in this study is an explanatory method with a quantitative approach. The sample used was students of grade XI and XII of SMA Negeri 1 Kroya with a total of 87 students. The data collection technique used questionnaire, observation, and documentation. The data analysis technique used in this study was simple linear regression. Based on the results, the obtained t-value (7.224) was greater than the critical t-value (1.663), and the significance value was less than 0.05 (0.000 0.05), indicating a significant influence of OSIS participation on students' study discipline. The influence of OSIS participation on students' study discipline was 38%, meaning that OSIS participation accounted for 38% of the variation in study discipline, while the remaining 62% could be attributed to other factors or variables not examined in this study. This finding is supported by research results revealing that some students still do not fully adhere to rules or instructions correctly.

An Analysis of Women’s Right Manifestation of Jo March in the Little Women by Gerwig 2019

In the 18th century, many women were unable to express their independence in their careers, marriages, and lifestyles. This contradicts Jo March's, she is support the gender equality that women and men have equal rights in all aspects. In line with this, this study aims to analyze the movements played by Jo March as the main character in the film Little Women in terms of liberal feminism. This study uses a qualitative approach method through content analysis techniques. Data collection in this study is observation which consists of watching, classifying, and cross-checking the movie. The data analysis technique used in this study is content analysis which consists of coding, classifying, discussing, and reporting. Furthermore, the result of this study are eight of the twelve types of women’s’ rights. It consists of stating personal requirements, expressing personal feelings, expressing personal opinions, prioritizing personal priority, saying 'yes' or 'no' for myself, making mistakes, changing self-mind, and saying I don’t understand.

The Effectiveness of Using Talking Stick for Teaching Speaking

This study aims to investigate the effectiveness of Talking Stick Game in teach pronunciation in Junior High School. In this study, an experimental research approach was utilized, and the participants were students in the 8th grade at SMP N 1 Kemangkon, with a total of sixty-four students participating. The data collection method used is a test, which is divided into two, namely pretest and posttest with a sentences and dialog to pronounce for each test instrument. The data analysis technique used was t-test. The null hypothesis (HO) is rejected and the alternative hypothesis (HI) is also rejected. It meant that there was unsignificant difference between the students pronunciation before and after using Talking Stick Game. In brief, Talking Stick Game is not effective ways in teaching pronunciation

The Role of Company Age in Moderating the Effect of Political Connections, Audit Committees and Institutional Ownership on the Quality of Financial Reports

This study aims to determine the effect of Political Connections, Audit Committees and Institutional Ownership on the Quality of Financial Reports with Company Age as a moderating variable. Research is an exploratory study conducted to find out and explain more deeply and holistically the characteristics of the variables studied in a situation. The sample used in this study was the LQ45 companies listed on the Indonesia Stock Exchange for the period 2020-2022, while the technical data analysis used in this study was Panel Data Regression and Moderated Regression Analysis. The results of the study provide empirical evidence that Political Connections do not affect the Quality of Financial Reports, the Audit Committee affects the Quality of Financial Reports, Institutional Ownership affects the Quality of Financial Reports, Company Age moderation can strengthen the influence of Political Connections on the Quality of Financial Reports, Company Age moderation can strengthen the influence of the Audit Committee on the Quality of Financial Reports, Company Age moderation can weaken the influence of Institutional Ownership on the Quality of Financial Reports.

Pemanfaatan Media Digital Salam TV Dalam Kegiatan Dakwah Bagi Mahasiswa di Sumatera Utara

Digital da'wah is one solution to increasing understanding of religion. This has certainly provided a new perspective in the development of the world of da'wah. The ease of accessing and obtaining information is one of the reasons for the existence of digital da'wah. However, despite the conveniences offered, it turns out there are several problems that must be faced. Not being wise in using technology often has serious consequences for its users. This research wants to find out how effective the use of digital media Salam TV is in da'wah activities to increase understanding of religion among students in North Sumatra, especially at the North Sumatra State Islamic University (UINSU). This research data comes from digital literature, such as journals, websites and online documents. The research approach uses a qualitative approach by applying the phenomenological method as a methodological basis. Data collected from various sources is then reduced and constructed into a new, more complete concept. The data analysis carried out adapted qualitative data analysis techniques. The research results show that the use of Salam TV digital media in da'wah activities must be supported by good collaboration between preachers, media and students in order to increase understanding of religion. Apart from that, it is important to have ongoing da'wah activities so that they can continue to motivate students to understand religious learning as a whole.

Pengaruh Komunikasi Persuasif Influencer Fadil Jaidi terhadap Minat Beli Produk Scarlett Whitening

The use of influencers has become widespread among companies or business entities to promote their products and services. Influencers are required to convey persuasive messages through endorsement content to increase purchase intention among the public. This research aims to measure the extent of the influence of Fadil Jaidi's persuasive communication on the purchasing intention in Scarlett Whitening products among Instagram followers @fadiljaidi. This research uses the Elaboration Likelihood Theory to determine which route followers @fadiljaidi take in processing the persuasive messages. Researchers use a quantitative approach with correlation research type and positivism paradigm. The data is collected through online questionnaires distributed to 400 respondents Instagram followers @fadiljaidi. Data analysis techniques include t-test hypothesis, simple linear regression test, and coefficient of determination test. The results show that Fadil Jaidi as a male non-beauty influencer has succeeded in carrying out persuasive communication of the Scarlett Whitening product as a beauty product to his followers on Instagram @fadiljaidi. Influencer Fadil Jaidi's persuasive communication has a high influence on purchase intention Scarlett Whitening products, as evidenced by respondents being more influenced through the central route than the peripheral route when processing the persuasive message conveyed by Fadil Jaidi.

PENGARUH CAPITAL INTENSITY, FAMILY OWNERSHIP DAN STRATEGI BISNIS TERHADAP TAX AVOIDANCE

This research aims to find out and provide empirical evidence regarding Capital Intensity, Family Ownership and Business Strategy towards Tax Avoidance in Non-Cylinical Consumer Companies listed on the Indonesia Stock Exchange for the period 2018-2023. The type of research used is quantitative research. The number of samples in this study was 30 observation data from 5 non-cyclical consumer companies for the 2018-2023 period which was obtained using a purposive sampling method based on the criteria that had been carried out. The data used is secondary data, namely in the form of annual financial reports for the 2018-2023 period obtained from the official website of the Indonesian Stock Exchange and the official websites of each company. The data analysis technique used is data regression analysis using e-views 12 software. The results of this research based on partial test results state that Capital Intensity has an effect on Tax Avoidance, while Family Ownership and Business Strategy have no effect on Tax Avoidance. Based on the simultaneous test, it states that Capital Intensity, Family Ownership and Business Strategy simultaneously influence Tax Avoidance.

PENGARUH PRUDENCE, PERSISTENSI LABA, STRUKTUR MODAL DAN KEBIJAKAN DEVIDEN TERHADAP KUALITAS LABA

This research aims to provide empirical evidence regarding the influence of Prudence, Earnings Persistence, Capital Structure and Dividend Policy on Earnings Quality. The Quality of Earnings variable is measured by the Quality of Earnings Ratio, Prudence is measured by the KNSV Index, Earnings Persistence is measured by the Profit Persistence Index, Capital Structure is measured by DAR & Dividend Policy is measured by DPR. This type of research is quantitative research with a population of LQ45 companies registered on the IDX for 2018-2022. The sample in this study used a purposive sampling method, obtaining 17 companies. The data analysis technique uses multiple linear regression analysis methods using the Eviews 10 software program. The research results show that Prudence, Profit Persistence, Capital Structure and Dividend Policy simultaneously have a significant effect on Earnings Quality. Prudence partially has no effect on Earnings Quality. Partial Profit Persistence has no effect on Earnings Quality. Capital Structure partially has a significant positive effect on Earnings Quality. Dividend Policy partially has no effect on Earnings Quality.