Data Analysis Techniques Research Articles

ACTIVITY BASED COSTING METHOD SEBAGAI ALTERNATIF PENENTUAN HARGA POKOK TARIF JASA RAWAT INAP PADA RSUD DEPATI HAMZAH KOTA PANGKALPINANG

The techniques used in data collection were interviews, literature study, documentation, and internet search. The data analysis technique used was qualitative with descriptive comparative apporach. The research results indicate that: (1) the calculation of inpatient rates using the mehod applied by RSUD Depati Hamzah Kota Pangkalpinang is carried out by charging facility fees per days of treatment, service fees per length of treatment, and reduction per day if the doctor does not visit, while the calculation of inpatient rates using the Activity Based Costing Method is carried out by charging activities that are the patient’s responsibility, such as doctor fees, laundry, consumption, telephone, electricity and water, security, administration, and cleanliness; (2) the inpatiient rates used by RSUD Depati Hamzah Kota Pangkalpinang are higher for VIP Class compared to the Activity Based Costing Method, while for Classes I-III, the hospital rates are lower; (3) the Activity Based Costing Method cannot yet be applied at RSUD Depati Hamza Kota Pangkalpinag due to the lack of consideration related to the continuity and development of services, community purchasing power, principles of justice and propriety, and healthy competition.

Strategy to Improve Employee Performance Through Strengthening Empowerment, Teamwork and Job Satisfaction

The purpose of this study was to determine the Strategy for Improving Employee Performance through Strengthening Empowerment, Teamwork and Job Satisfaction at the Bogor City Environmental Service. The study population was 280 people with a sample size of 165 people calculated using the Slovin formula. Data collection for each variable studied using a questionnaire with a rating scale. Data analysis techniques using descriptive statistical analysis techniques and path analysis techniques. The results showed (a) there is a positive direct effect of empowerment on job satisfaction, with a path coefficient value of βzx1 = 0.155, a t-value of 1.998> t table value of 1.654 (b) there is a positive direct effect of teamwork on job satisfaction, with a path coefficient value of βzx2 = 0.415, and a t-value of 5. 167> t table value of 1.654 (c) there is a positive direct effect of job satisfaction on performance, with a path coefficient value of βzy 415, and a calculated t-value of 5.167 > t table value of 1.654 (c) there is a positive direct effect of job satisfaction on performance, with a path coefficient value of βzy 209, and a calculated t-value of 2.722 > t table value of 1.654. (d) there is a positive direct effect of empowerment on performance, with a path coefficient value of βyx1 = 0.470, and a calculated t value of 4.149 > t table value of 1.654. (e) there is a positive direct effect of teamwork on performance, with a path coefficient value of βyx2 = 0.466, and a calculated t value of 5.599> t table value of 1.654. (f) there is a positive indirect effect of empowerment on performance through job satisfaction, with a regression coefficient value of 0.891 and 0.238, and from the calculation of the Sobel test, the z-count value is 10.241> 1.96. (g) there is a positive indirect effect of teamwork on performance through job satisfaction, with a coefficient value of 0.706 and 0.238 and from the calculation of the Sobel test, the z-count value is 8.115> z-table 1.96. Thus, it can be concluded that by strengthening empowerment, teamwork and job satisfaction, employee performance in the organization can be improved.

Data science and automation in the process of theorizing: Machine learning's power of induction in the co-duction cycle.

Recent calls to take up data science either revolve around the superior predictive performance associated with machine learning or the potential of data science techniques for exploratory data analysis. Many believe that these strengths come at the cost of explanatory insights, which form the basis for theorization. In this paper, we show that this trade-off is false. When used as a part of a full research process, including inductive, deductive and abductive steps, machine learning can offer explanatory insights and provide a solid basis for theorization. We present a systematic five-step theory-building and theory-testing cycle that consists of: 1. Element identification (reduction); 2. Exploratory analysis (induction); 3. Hypothesis development (retroduction); 4. Hypothesis testing (deduction); and 5. Theorization (abduction). We demonstrate the usefulness of this approach, which we refer to as co-duction, in a vignette where we study firm growth with real-world observational data.

Evolutive multi-attribute decision making with online consumer reviews

In the digital age, the sheer volume of online consumer reviews imposes a cognitive burden on consumers, complicating their purchasing decisions. Many studies have integrated consumer opinions to provide consumers with clear and concise information. However, these studies often prioritize mainstream opinions, overlooking the diversity and timeliness of other important perspectives. To address this challenge, we propose an evolutive decision-making method. Firstly, we propose an attribute rating evolution algorithm to address the online reviews based on the iterative self-organizing data analysis technique and time decay. This algorithm enables real-time analysis of the diverse opinions expressed in review data. Then, taking into account consumer attribute preferences and decision-making psychology, we formulate multiple product ranking strategies to offer personalized decisions based on the evolutive opinions. Our method decreases the bias towards review quantity, ensuring that significant opinions are not overshadowed by more frequent ones. Through data experiments and an application on OpenTable.com, we demonstrate that our method can provides effective decision recommendation for consumers.

Pengaruh Locus of Control dan Lingkungan Kampus Terhadap Personal Financial Management yang Dimediasi oleh Hasil Belajar Akuntansi Keuangan Menengah 1 Mahasiswa Program Studi Pendidikan Akuntansi

The purpose of this research is to determine the effect locus of control and the campus environment towards personal financial management which is mediated by the learning outcomes of Intermediate Financial Accounting 1. This type of research is quantitative research with data collection techniques using questionnaires. The population of this study were students of the Accounting Education Study Program class 2020 – 2022 who had taken the Intermediate 1 Financial Accounting course and the sampling technique used simple random sampling. The data analysis technique uses SPSS version 29 analysis. The results of the research are 1) there is a positive and significant influence locus of control and AKM 1 learning outcomes towards personal financial management, 2) there is no influence between the campus environment and personal financial management, 3) there is a positive and significant influence locus of control and the campus environment on AKM 1, 4) learning outcomes simultaneously locus of control, campus environment, and AKM 1 learning outcomes influence personal financial management, 5) AKM 1 learning outcomes are able to mediate locus of control and the campus environment towards personal financial management.

Pengaruh Kecukupan Modal, Risiko Kredit, Risiko Likuiditas dan Pengelolaan Aset Produktif Terhadap Profitabilitas : Studi Keuangan pada Bank Umum Swasta Nasional yang Terdaftar di Bursa Efek Indonesia Periode 2019-2022

A bank's profitability is an important indicator of its financial health and future aspirations. Increasing profitability requires effective, efficient management and building public trust. The aim of this research is to determine the effect of Capital Adequacy Ratio, Non Performing Loans, Loan to Deposit Ratio, and Net Interest Margin on Returns on Assets for the period 2019 to 2022. The population in this research is financial reports on the Indonesia Stock Exchange (BEI). The objects of this research are Capital Adequacy Ratio (X1), Non Performing Loans (X2), Loan to Deposit Ratio (X3), Net Interest Margin (X4) and Return On Assets (Y). The research method used is descriptive and associative with a quantitative approach. The data analysis techniques used in this research are statistical and descriptive. Which uses a number of tests such as the classic assumption test which consists of normality test, multicollinearity, heteroscedasticity, multiple linear regression analysis, multiple correlation coefficient, coefficient of determination, hypothesis test (t test) and (f) test using the SPSS application. The research results show that from the t test (partial) the Capital Adequacy Ratio partially shows a result of 0.019 where tcount is 0.019<ttable 2.021 with a significance value of 0.019, next for Non Performing Loans shows Tcount<Ttable (0.145<2.021) with a significance value of 0.145, then for Loan to Deposit Ratio shows a Tcount of 0.035<Ttable 2.021 with a significance value of 0.035 and Net Interest Margin shows a Tcount of 0.001<Ttable 2.021 with a significance value of 0.001. The conclusion is that CAR, NPL, LDR partially have no influence on Return On Assets, while NIM partially has an influence on profitability.

Pengaruh Transparansi Dan Akuntabilitas Terhadap Pengelolaan Anggaran Dana Desa di Desa Piloliyanga Kecamatan Tilamuta Kabupaten Boalemo

The aim of this research is to find out how much influence the aim of this research is to find out the effect of transparency and accountability on village fund budget management in Piloliyanga Village, Tilamuta District, Boalemo Regency. This research uses a quantitative approach with the method used in this research being a quantitative method. In this research the population was 1,101 heads of families, because the number of subjects was more than 100 people, the researcher took a sample of 50 heads of families.. Data collection techniques used in the research These are interviews, questionnaires, documentation and data analysis techniques in this research using multiple regression The research results show that there is a positive influence of transparency and accountability on village budget management in Piloliyanga Village, Tilamuta District, Boalemo Regency, which is positive and significant. The positive sign means that the better the value of the transparency and accountability variables, the better the budget management will be. village in Piloliyanga Village, Tilamuta District, Boalemo Regency, if there is a change in transparency and accountability there will be changes in the management of the village fund budget in Piloliyanga Village, Tilamuta District, Boalemo Regency in the same direction. The magnitude of the influence of transparency and accountability together on village fund budget management in Piloliyanga Village, Tilamuta District, South Boalemo Regency is 0.992 or 99.2% and the remaining 0.8% is determined by other factors outside the model which were not studied.

Pengaruh Kredit Macet, Tingkat Efisiensi dan Likuiditas Terhadap Profitabilitas: Studi pada Perbankan Umum Konvensional yang Terdaftar di Bursa Efek Indonesia Periode 2020-2022

The purpose of this study was to determine how the influence of Bad Debt, Efficiency Level and Liquidity on Profitability both partially and simultaneously. The data used in this study are secondary data in the form of financial statement data on conventional public banking companies listed on the Indonesia Stock Exchange for the period 2020-2022. The research methods used are descriptive and associative methods with a quantitative approach. The sampling technique used in this study used a non-probability sampling approach with purposive sampling method. The data analysis techniques used are multiple correlation coefficient test, coefficient of determination, multiple linear regression test, partial test (t test) and simultaneous test (f test). Based on the results of the study, it shows that from the partial test (t test) Bad Credit (NPL) shows a result of 0.294 where tcount 1.065 < t table 2.024 with a significance value of 0.294, then the Efficiency Level shows a result of 0.000 where tcount 22.440 < t table 2.024 with a significance value of 0. 000, then Liquidity shows a result of 0.002 where tcount 3.396 < ttable 2.024 with a significance value of 0.002. the conclusion is that Bad Debt partially has no effect on Profitability while the Efficiency Level, Liquidity partially has an effect on Profitability.

Pengaruh Kualitas dan Harga Terhadap Keputusan Pembelian Mobil Hybrid di Jawa Barat dengan Promosi Sebagai Variabel Intervening

This study aims to determine and analyze the effect of product quality on hybrid car purchasing decisions in West Java. To determine and analyze the effect of price on hybrid car purchasing decisions in West Java. To determine and analyze the effect of promotion on hybrid car purchasing decisions in West Java. To determine and analyze the effect of product quality on purchasing decisions through hybrid car promotions in West Java. To determine and analyze the effect of price on purchasing decisions through hybrid car promotions in West Java. This research method uses quantitative samples used in this study as many as 100 respondents using the purposive sampling technique method, the data analysis technique used in this study is path analysis with the structural model analysis tool used in this study, namely SmartPLS. The results of the research that has been conducted can be concluded that the product quality variable has a significant effect on the promotion of hybrid cars in West Java. The price variable has a significant effect on the promotion of hybrid cars in West Java. The product quality variable has a significant effect on the decision to purchase hybrid cars in West Java. The price variable has a significant effect on the decision to purchase hybrid cars in West Java. The promotion variable has a significant effect on the decision to purchase hybrid cars in West Java. The product quality variable has a significant effect on the decision to purchase through the promotion of hybrid cars in West Java. The price variable has a significant effect on the decision to purchase through the promotion of hybrid cars in West Java.

Pengaruh Luas Lahan dan Harga Jual Terhadap Pendapatan Petani Padi di Kecamatan Bolaang Uki Kabupaten Bolaang Mongondow Selatan

This study aimed to determine whether there is an effect of land area and selling price on rice farmers' income in Bolaang Uki Sub-district, South Bolaang Mongondow Regency. This study uses a quantitative approach with descriptive research methods. The data used is primary data obtained from distributing questionnaires to the community of Bolaang Uki Sub-district, South Bolaang Mongondow Regency. The data analysis technique uses simple linear regression with SPSS program assistance. The findings indicated that the variables of land area and selling price simultaneously had a significant effect on the rice farmers' income of with a significance value of 0,000. Then, the partial test findings showed that the variables of land area and selling prices had a positive effect on the rice farmers' income, with a coefficient of determination of Adjusted R Square of 0,350, which means that 35% of the variability of rice farmers' income is explained by land area and selling price. Meanwhile, 65% of the remaining value is affected by factors that were not analyzed in this study.

Analisis Pengaruh Harga, Kualitas Produk Dan Kualitas Layanan Terhadap Kepuasan Konsumen Distro Nimco Di Kota Yogyakarta

This research aims to determine price, product quality, service quality on consumer satisfaction of Nimco Yogyakarta Distro in Yogyakarta City. This research uses a quantitative approach, the sampling method in this research was carried out by accidental sampling which is part of the nonprobability sampling technique. The population in the research is all consumers who have purchased products at the Nimco Yogyakarta Distro. The data analysis techniques used are the classical assumption test, normality test, multicollinearity test, heteroscedasticity test and multiple linear regression analysis. The hypothesis tests used are the F test (simultaneous test), T test (partial statistical test), and coefficient of determination test (R2). From the multiple linear regression analysis, the equation Y= 8.927+ 0.850 X1+ 0.474+455+ e. Simultaneous test results (F) have been carried out, resulting in Fcount being greater than Ftable (2289.776> 3.18). So it can be seen that price, product quality, and service quality have a simultaneous influence on consumer satisfaction of Nimco Distro in Yogyakarta City. And the partial test (T) produces Fcount which is greater than Ftable (X1 = 3.976 > 1.677. X2 = 4.681 > 1.677. Service has a partial influence on consumer satisfaction at Nimco Distro in Yogyakarta City. The results of this coefficient of determination show that the correlation between the independent variable and the dependent variable is R= 825a. This shows that the price and quality variables have a close relationship to consumer satisfaction at Nimco Distro Yogyakarta.

Peran Dinas Pariwisata Dalam Meningkatkan Perekonomian di Kota Gorontalo

This research aims to find out how the Government Management in the Savings and Loans Village This study aimed to determine the Role of the Tourism Department in Boosting the Economy in Gorontalo City. The data sources used in this research were primary and secondary data. Data collection techniques used were observation, interviews, and documentation, while data analysis techniques used Bungin's theory (2019:229), which includes data reduction, data display, and conclusion drawing. The research results indicate a relationship between the Role of the Tourism Department in Boosting the Economy in the City of Gorontalo, as evidenced by the interviews and observations results. The results show the emergence of benefits for the local economy and increased job opportunities businesses for the surrounding community.Keywords: Government Management and Savings and Loans Village Economic Program

Pengaruh Alokasi Dana Desa Terhadap Kesejahteraan Masyarakat di Desa Konamukan Kecamatan Bunobogu Kabupaten Buol Provinsi Sulawesi Tengah

This research aims to determine the extent of the influence of village fund allocation on the community welfare in Konamukan Village, Bunobogu Subdistrict, Buol Regency, Central Sulawesi Province. This research employs a quantitative approac with 70 respondents who are residents of Konamukan Village. The data collection sources included observation, distribution of questionnaires, interviews, and documentation. The data analysis technique used was simple linear regression. Based on the results of data analysis and discussion, it is shown that Village Fund Allocation has a positive and significant influence on the commnity welfare in Konamukan Village, Bunobogu Subdistrict, Buol Regency, Central Sulawesi Povince. This result indicates that the allocation of village funds can improve community welfare. From these research results, conclusions can be drawn that provide answers to the problems formulated in this research.

Analisis Message Appeals Terhadap Purchase Intention Melalui Brand Awareness Sebagai Variabel Mediasi

In the digital era, social media plays a very important role in selling beauty products. Displaying creative and innovative advertisements can increase purchase interest and improve the image of the product to be recognized by many people. This study aims to determine the effect of message appeals and brand awareness on purchase intention, as well as how the influence of brand awareness in mediating the relationship between message appeals and purchase intention in consumers of the originote products in the city of Sukabumi. This study uses quantitative research methods with a causal descriptive approach. The sampling technique in this study used probability sampling method, namely purposive random sampling with a total of 155 people in the city of Sukabumi who are interested in buying the originote skincare products. The data analysis technique used in this study is structural equation modeling (sem) using partial least square (pls). The results of this study indicate that there is a positive and significant effect of message appeals on brand awareness, a positive and significant effect of brand awareness on purchase intention and message appeals have a negative and insignificant effect on purchase intention on potential consumers of the originote product in the city of Sukabumi.

Analisis Current Ratio, Debt To Equity Ratio, dan Total Asset Turnover Terhadap Profitabilitas pada Subsektor Telekomunikasi yang Terdaftar di Bursa Efek Indonesia Periode 2020-2022

In Indonesia’s economic growth, the telecommunications industry has become a growing company along with the rapid development of technology, information and communication. With this growth, it is necessary to compare various financial statements, especially the balance sheet and income statement to determine the profitability of the company’s. The result of this study indicate that Return On Asset in telecommunications subsector listed on the Indonesia Stock Exchange for the 2020-2022 period has decreased drastically. The research method used is descriptive and assiciative with quantitative approach. The population used in the study is the financial statements of the telecommunications subsector listed on the Indonesia Stock Exchange period 2020-2022. The research object are Current Ratio (X1), Debt to Equity Ratio (X2), Total Asset Turnover (X3) and Profitability (Y). The data analysis techniques used intihs study are descriptive statistics and multiple linear regression. The result showed that partially (t test) Current Ratio has no significant effect on profitability, Debt to Equity Ratio has no significant effect on profitability, and Total Asset Turnover has a negative and significant effect on profitability. However, simultaneously (f test) Current Ratio, Debt to Equity Ratio, and Total Asset Turnover have a significant influence on the profitability of the telecommunications subsector listed on Stock Exchange for the period 2020-2022.

Pengaruh Penerapan Metode Pembelajaran Ceramah dan Tanya Jawab Terhadap Aktivitas Belajar Siswa Jurusan Perkantoran di SMK Negeri 1 Ampana Kota

This research aims to investigate the Influence of Implementing the Lecture and Question-Answer Learning Methods on the Learning Activities of Office Administration Department Students at SMK Negeri 1 Ampana Kota. This research uses a quantitative approach alongside a descriptive-verification research method. The research data is primary data obtained through the distribution of questionnaires to the students of the Office Administration Department at SMK Negeri 1 Ampana Kota. The samples consist of 64 respondents, all students of the Office Administration Department at SMK Negeri 1 Ampana Kota. The data analysis technique used in this research is multiple linear regression and the SPSS program. The research results indicate that the lecture learning method's variable simultaneously influences the learning activities by 41.7%, with a positive regression coefficient. Similarly, the question-answer learning method variable influences learning activities by 26.8%, with a positive regression coefficient. The lecture and question-answer methods significantly influence the student learning activities, with a significance value 0.000. The partial test results demonstrate that lecture and question-answer methods positively influence student learning activities. The coefficient of determination, R Square, is 0.363 or 36.3%, indicating that both independent variables can explain the dependent variable (Icarfumgayitics). Other variables influence the remaining 63.7%.

Minat Beli Ditinjau dari Pemasaran Online, Kualitas Pelayanan, dan Tingkat Kepercayaan Kue Lumpur Bakar Shekinah Boyolali

This research aims to determine the influence of marketing online service quality, as well as the level of trust in consumer buying interest. This research method uses a quantitative descriptive approach. The population in this study is consumers of Kabar Shekinah Mud Cake Shop in 2023-2024, the number of which is not known with certainty. The sampling technique in this research uses techniques purposive sampel with a sample of 100 respondents. Data collection using a scale questionnaire linkert to measure respondents' answers. The data analysis technique used is statistical analysis with multiple linear regression, F test, t test, and coefficient of determination. Data analysis was assisted by SPSS version 25 software. The results of this research show that partially online marketing and service quality has a positive and significant effect on purchasing interest at the Bakar Mud Cake Shop Shekinah Boyolali. Meanwhile, the level of trust has an insignificant positive effect on purchasing interest at the Bakar Mud Cake Shop Shekinah Boyolali. Purchase interest can be explained by marketing variables online, service quality, and trust level of 64%

Analisis Komitmen Organisasi dan Kompensasi Terhadap Produktivitas Kerja : Survei pada PT Ideal Sarana Cahaya Sukabumi

The aim of this research is to determine organizational commitment and compensation on the work productivity of PT employees. Ideal Sukabumi Light Facility. This research uses associative descriptive research methods with a quantitative approach. The sampling technique uses a saturated sampling technique, namely the entire population is sampled, so that there are 74 PT employees. Ideal Sarana Cahaya Sukabumi was used as a respondent. The data analysis techniques used are validity, reliability, then classical assumption tests, multiple correlation coefficients, correlation coefficients of determination, multiple linear regression, and hypothesis testing consisting of simultaneous hypothesis testing (F test) and partial hypothesis testing (T test). The results of this research are, the F test shows that organizational commitment and compensation together have a significant effect on work productivity with an F value of 18,948 > F table 3,126. Then, the T test results of organizational commitment on work productivity with a calculated T value of 2,269 > T table 1,993 show that organizational commitment has an effect on work productivity, and the results of the compensation T test on work productivity with a calculated T value of 3,309 > T table 1,993 show that there is an influence from compensation to work productivity

Pengaruh Kegagalan Fungsional, Kegagalan Sistem, Kegagalan Informasi dan Kegagalan Layanan Terhadap Penggunaan M-Banking Serta Kaitannya dengan Kepuasan Nasabah BCA Mobile di Indonesia

The rapid development of technology is the main driver of the emergence of digital-based products and services. One of the technology-based banking service products is mobile banking. In Indonesia, the mobile banking that has the most users is BCA Mobile. However, with the largest number of users, the quality of BCA Mobile itself still often complained about by its users. The purpose of this study was to determine how much influence functional failure, system failure, information failure, and service failure have on the use of BCA Mobile and its relationship with user satisfaction. The method used is quantitative method. The sampling technique uses SRS or simple random sampling with a sample size of 400 respondents who are BCA Mobile users in Indonesia. Data collection using a questionnaire distributed via Google Form. The data analysis technique used is SEM - PLS with SmartPLS 4.0 software. The results of this study indicate that functional failure, information failure, and service failure have no effect on the use of BCA Mobile, while system failure has a negative and significant effect on the use of BCA Mobile, and the use of BCA Mobil affects user satisfaction.

Pengaruh Displin Belajar Terhadap Hasil Belajar Mata Pelajaran Ekonomi Siswa Kelas XI di SMA Negeri 2 Gorontalo

The purpose of this study was to determine the effect of learning discipline on learning outcomes in class XI economic subjects at SMA Negeri 2 Gorontalo City. This research uses a quantitative approach, with the Expost-Facto research method. The data used is primary data obtained from distributing questionnaires to Class XI students at SMA Negeri 2 Gorontalo City. The number of sample withdrawals in this study amounted to 35 respondents. Data analysis techniques using simple linear regression. The results showed that there was an influence of learning discipline on the results of economics subjects in class XI at SMA Negeri 2 Gorontalo City. The magnitude of the effect of Learning Discipline on Learning Outcomes is 24% while the remaining 76% is influenced by variables not examined.