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Customer satisfaction is a crucial indicator in assessing the quality of a company's products, services and overall experience. This research aims to identify the level of customer satisfaction and optimize the available data for effective use in sentiment analysis. In this study, we analyzed 4,353 customer reviews collected over the past year, with 3,481 reviews used as training data and 871 reviews as testing data. The analysis process was conducted using the Cross-Industry Standard Process for Data Mining (CRISP-DM) approach and leveraged the Logistic Regression algorithm to build a predictive model. Model evaluation using the confusion matrix yielded an accuracy of 94.60%, a precision of 94.26%, and a recall of 94.60%. The analysis was conducted using Jupyter Notebook and the Python programming language. The results indicate that sentiment analysis is effective in identifying and predicting customer satisfaction levels, which in turn can help a company’s products improve its service strategies. The optimization of previously underutilized data now provides deeper insights into customer perceptions and expectations, enabling the company to make more targeted decisions and enhance overall customer satisfaction.

This study aims to analyze the relationship between service quality and customer green satisfaction at Madani Hotel Medan. The service quality in question includes aspects such as reliability, responsiveness, assurance, empathy, and physical evidence, which are integrated with environmentally friendly practices implemented by the hotel. Green satisfaction refers to the level of customer satisfaction that is not only based on conventional services, but also on the hotel's commitment to environmental sustainability. The research method used is a quantitative approach by distributing questionnaires to 100 respondents who are guests of Madani Hotel Medan. Data were analyzed using a linear regression method to determine the effect of service quality on green satisfaction. The results of the study indicate that there is a positive and significant relationship between service quality and customer green satisfaction. This finding indicates that the implementation of high-quality and environmentally friendly services can increase overall customer satisfaction. This study provides implications for hotel management to continue to improve service quality by paying attention to sustainability aspects in order to meet the expectations of increasingly environmentally conscious customers.

This study aims to evaluate the service quality of PT TJ Bros using the SERVQUAL method, which includes five dimensions: tangibility, reliability, responsiveness, assurance, and empathy. Data were collected through a Likert-scale questionnaire from 50 active customers selected using purposive sampling. The analysis measured the gap between customer expectations and their perceptions of the company's services.The findings indicate that all service dimensions exhibit negative gaps, meaning the service quality does not fully meet customer expectations. The responsiveness dimension shows the largest gap (-0.80), reflecting delays in responding to customer complaints or requests. The tangibility dimension also demonstrates a gap (-0.40), indicating a need for improvements in physical facilities, such as cleanliness, waiting area comfort, and employee appearance. In the empathy dimension, customers feel a lack of personalized attention, with a gap of -0.60.To enhance customer satisfaction, the company is recommended to improve its customer response system using technology-based complaint management, upgrade physical facilities, and train employees in communication and personalized service. Adjustments to employee uniforms and training to maintain service consistency are also suggested.In conclusion, comprehensive improvements in operational systems, facilities, and employee skills are necessary to enhance service quality. By meeting or exceeding customer expectations, PT TJ Bros can boost customer loyalty and strengthen its competitive position in the market.

This study aims to examine the effect of a positive work environment on customer satisfaction through the implementation of Total Quality Management (TQM) in MSMEs in Cikarang. A positive work environment is measured through [light, sound, etc.]. Customer satisfaction is measured through [conformity to expectations, interest in returning, etc.]. The research method used is quantitative by distributing questionnaires. The results of the study are expected to contribute to the development of a more effective TQM strategy in improving company performance.

In the ever-evolving digital age, social media, especially Instagram, has become an important platform that not only serves as a communication tool, but also as an effective marketing tool. Instagram filters, as one of the main features, have evolved into an important creative and marketing tool for both individuals and businesses. Filtrize comes as a provider of Instagram filter creation services tailored to customer needs, with the aim of creating filters that are unique and in line with brand identity. However, in order to stay relevant and thrive amidst intense competition, Filtrize needs to adopt effective methods in its business development. One of the approaches used as a solution is the application of the Project Based Learning (PBL) method, which can integrate theory and practice in the development of this digital business. This research aims to explore how the application of the PBL method can be used to build and develop Filtrize's business. The methods used in this research include observation, literature study, and customer feedback to collect data on market trends, customer expectations, and product evaluation. The results of this research are expected to provide new insights into digital service business development in the creative field and produce a business model that is not only profitable, but also sustainable.

There are two reasons that can drive companies to participate in CSR. Certain companies believe that performing customer service (CSR) will allow the company to achieve better economic outcomes (Resource Based Theory), while other companies believe that doing so will give them a competitive advantage that sets them apart from their competitors. Stakeholders’ expectations, so CSR and their reports serve as legitimization to demonstrate their compliance with those expectations (Legitimacy Theory). Using legitimacy theory, this study aims to find empirical evidence on how international experience, consumer perspective, and the acquisition of environmental certifications impact the extent of CSR disclosure. A sample of 168 company-years was obtained using the target population of publicly listed manufacturing companies on the IDX that made CSR reports in 2011 and 2012.  

This thesis investigates the role of female leaders in enhancing customer satisfaction at Honda car dealers in the digitalization era. As technological advances reshape consumer behaviors and expectations, understanding how female leadership can impact customer experiences in the automotive industry becomes crucial. The research employs a quantitative approach, using surveys to collect data from customers of Honda dealers across various locations. Data analysis involves descriptive statistics and regression techniques to assess the relationship between female leadership styles and customer satisfaction levels. Findings reveal that female leaders often adopt more empathetic and collaborative communication approaches, which positively influence customer experiences. Furthermore, their adaptability to technological changes enhances service delivery and responsiveness to customer needs. The implications of this study highlight the importance of increasing female representation in leadership positions within the automotive sector as a strategy to increase customer satisfaction, particularly in a rapidly evolving digital landscape. This research aims to contribute to the development of human resource management practices and marketing strategies in the automotive industry.

This study explores the effect of the influence of employee service quality on customer satisfaction at the beautylicious beauty salon in Padang city. In the era of globalisation, the beauty business is growing rapidly as people's needs for appearance increase, including treatments for men and women. Beauty salons such as Beautylicious in Padang have capitalised on this trend by providing beauty and body care services, but service quality still needs to be improved to meet customer expectations and maintain competitiveness in a competitive market. The purpose of this study is to analyse the effect of service quality provided by employees on customer satisfaction at Beautylicious Beauty Salon in Padang City. The method used in this research is a survey with 145 respondents who were analysed using SPSS and Smart PLS statistical software. This study measures the assessment of service quality and customer satisfaction, and calculates the relationship coefficient and significance value. The results showed that service quality obtained an average rating of 49.52 with a standard deviation of 16.375, indicating variations in customer expectations. In addition, the average rating for customer satisfaction was 50.84 with a standard deviation of 17.065. Regression analysis with Smart PLS resulted in an R-square value of 0.753, indicating that service quality contributed 75.3% to customer satisfaction.

The background of this research focuses on the development of the beauty salon industry which is getting heavier. Beauty salons offer a variety of services aimed at improving the appearance. Beauty salons must understand the factors that affect customer satisfaction. This study aims to analyze the influence of facilities and service quality on the level of customer satisfaction in beauty salons in Talawi District, Sawahlunto City. This research is a type of causal associative research using a quantitative approach. The data collection technique used in this study is to distribute a questionnaire through a g-form that has been tested for validity and reliability to 82 respondents as a research sample. . The data collected includes personal information of salon respondents regarding the facilities provided and the quality of services received. The results of the study show that facilities and service quality significantly affect customer satisfaction. The results of the hypothesis test showed that the three hypotheses proposed were accepted. The Adjusted R Square value of 0.745 shows that 74.5% of the variation in customer satisfaction can be explained by facilities and service quality, while 25.5% can be explained by other variables outside this study. Therefore, it is important for beauty salons to improve facilities and service quality to increase customer satisfaction in order to meet customer expectations and increase their loyalty to the salon.

This study aims to analyze user satisfaction with the PLN Mobile application using the Service Quality (SERVQUAL) method. PLN Mobile is a digital innovation from PLN, offering services such as electricity payment, token purchase, and e-commerce for electrical equipment. The SERVQUAL method assesses the gap between customers' expectations and perceptions across five dimensions: tangibles, reliability, responsiveness, assurance, and empathy. Data collection involved questionnaires focusing on users' perceptions and expectations, complemented by direct observations of user interactions with the application. The findings reveal negative gaps across all Service Quality dimensions, indicating that customer perceptions fell short of their expectations. The largest gap was identified in the assurance dimension (-23.2), followed by responsiveness (-16.88). The tangibles dimension also showed significant shortcomings (-8.48), mainly concerning the application's interface and functionality. While the application performed relatively well in terms of reliability and responsiveness, substantial improvements are needed across all dimensions to enhance user satisfaction. These results offer strategic insights for improving PLN Mobile to become more responsive, reliable, and aligned with user needs in the future.

This research method uses qualitative research, researchers use Purposive Sampling sampling. Data Collection Techniques using interviews, documentation, observation. Data Validity Testing Techniques using source triangulation and data analysis techniques using several stages (Sugiyono, 2020): organizing data, grouping based on categories, themes, and answer patterns, testing assumptions or problems that exist against data, looking for alternative explanations for data and writing research results. The formulation of the problem in this study is how is the marketing strategy in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency and what factors support and hinder the implementation of marketing strategies in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The purpose of this study is how is the marketing strategy in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency and what factors support and hinder the implementation of marketing strategies in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The results of this study are that the Kendedes swimming pool uses a 4 P marketing mix (Product, Price, Place & Promotion). Consumer satisfaction is the conformity of expectations that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency feel that the facilities and infrastructure and services from the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are in accordance with the expectations of customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. Then the factor of interest in reuse, that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency feel satisfied so they want to come back to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The next factor is the willingness to recommend, that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency provide information and share experiences with others so that other people are also interested in visiting the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The supporting factors for the promotion of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are social media because it is free of charge and of course used by many people. The inhibiting factors for the promotion of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are limited to using only social media and not doing other more effective forms of promotion.Send feedback,Side panels,History,Saved

Green Companies are a necessity for businesses to ensure sustainability in environmental management, preventing pollution and environmental damage during construction, production, or when products or services are used by customers, even up to the point of disposal. To provide satisfaction to tourists, tourist attractions must have adequate facilities to support the needs of tourists during their visit and to fulfill their expectations. Green industries and tourism play a crucial role in local economic development and environmental conservation. This study aims to provide assistance to green industries and tourism facilities in Kampung Batik Malon, focusing on sustainable development and empowerment of the local community. Assistance is provided through skills training to improve the quality of batik products and introduce environmentally friendly production techniques. In addition, the development of tourism facilities, such as homestays based on local culture and interactive batik galleries, is implemented to enhance the attractiveness of the tourist destination. Local community empowerment is carried out through participation in the decision-making process and the establishment of cooperatives to improve market access. The assistance also involves a sustainable approach to managing industrial waste and promoting environmentally friendly practices. The results of this assistance implementation show a significant increase in the quality of batik products, an increase in the number of tourist visits, and an increase in the income of the local community. Additionally, Kampung Batik Malon has successfully reduced its environmental impact through more sustainable production practices. Therefore, this activity contributes to sustainable development by demonstrating that the integration of green industries and tourism can be a successful model for strengthening the local economy while preserving the environment. Furthermore, this research provides guidance for other villages that wish to adopt a similar approach in developing the local potential of tourist attractions.

In this study, a website and UI/UX design ordering service system was developed. This system offers clients to make orders through a website that can make it easier for people to find service experts in the field of website and UI/UX design. The development of this system was carried out using the Extreme Programming (XP) method, this method is a software development that emphasizes flexibility, communication, and adaptability to changing requirements. Researchers will use short iterations to create, build, and test websites and UI/UX designs. To ensure a thorough understanding of client requests and preferences, developers and customers will communicate more frequently. The testing method on the system used in this study is User Acceptance Testing, which is a testing stage where the system or software is evaluated to ensure that the system meets user needs and requirements. Users perform this test to ensure that the system functions properly and meets their expectations. The results of this study, system development using the Extreme Programming (XP) method is very helpful for developers because the needs of each user are clearly defined, the use of the User Acceptance Testing method shows that each function of the application system operates according to user needs. Thus, the use of the Extreme Programming method can improve the system development.

The Influence of the Quality of Decorative Coral (Coral) Products in Increasing Sales at CV Bali Samudra Anugrah. Supervised by Ratnawati and Mauli Kasmi.A very important factor for a company in carrying out purchasing and sales transactions is quality. Quality is one of the attractions or desires of consumers. In developing products, companies have a greater opportunity to gain new customers, of course if the products sold meet expectations. The purpose of this research is to determine the influence, relationship or correlation, magnitude of perception, and significance of the quality of decorative coral (Coral) products on increasing sales at CV Bali Samudra Anugrah. The data collection technique used is a questionnaire. The data analysis technique is quantitative using validity tests, reliability tests, classical assumption tests, simple linear regression analysis and hypothesis testing.      

This research is in the background that a balanced scorecard is a management system used to implement strategies, evaluate performance not only from financial aspects, but also involving non-financial aspects. In addition, a balanced scorecard is used to convey the company's vision, strategy, and performance expectations. The purpose of this study is to analyze the performance of the Prambon Health Center seen using the balanced scorecard method. This research uses a descriptive quantitative approach and is conducted at the Prambon Health Center. The results of this study show that the performance of the Prambon Health Center is measured by the balanced scorecard method from a financial perspective on the economic and efficiency ratios in 2021 to 2023 showing good results, and on the effectiveness ratio seen in 2021 to 2023 showing poor results. From a customer perspective, measured using customer satisfaction from 2021 to 2023, it shows good results. From an internal business perspective measured using the ALOS indicator seen from 2021 to 2023 shows good results, The BOR indicator seen in 2021 to 2023 shows poor results, the TOI indicator seen in 2021 to 2023 shows poor results, and the BTO indicator seen in 2021 to 2023 shows good results. The conclusion from the data analysis from the Prambon Health Center measured using a balanced scorecard for the period from 2021 to 2023 is always increasing every year. In 2021 it showed quite good results, in 2022 it showed good results, and in 2023 it showed good results.

Kopi dari Hati is a famous coffee brand because its franchises can be found in all major cities in Indonesia. Research related to consumer satisfaction is needed. This research is research conducted in the Taman Aster Housing area to look for the influence of service quality, product quality and promotion on consumer satisfaction with the product "Coffee from the Heart" in the Taman Aster housing complex, West Cikarang. The aim of this research is to determine the influence of service quality and product quality. and Promotion of Consumer Satisfaction with "Coffee from the Heart" Products at the Taman Aster Housing Complex, West Cikarang. The results of this research were that it was found that there was a positive influence of service quality and promotion on consumer satisfaction with the "Coffee from the Heart" product at the Taman Aster Housing Complex, Cikarang Barat. Meanwhile, product quality does not have a positive influence on consumer satisfaction with the "Kopi Dari Hati" product at the Taman Aster Housing Complex, Cikarang Barat because this might happen when Kopi Dari Hati customers get the product they ordered that is less than their expectations

Service quality management is certainly important in today's increasingly competitive business world. This, of course, is inseparable from the competition of business people in providing services that are guided by meeting customer needs that are able to exceed customer expectations. Customers who meet their needs and feel that the service provided by the service provider exceeds what they expect, then there will be a sense of satisfaction having used the service from the provider. The purpose of this study isto find out the influence of the quality of ornamental corals and how much the service quality affects customer satisfaction in CV. Bali Samudra Anugrah. The type of research used is Quantitative. The data sources used came from Primary Data and Secondary Data with the research methods used, namely questionnaires, literature studies and observations. Hresults of research on the impact of service quality on customer satisfaction in CV. Bali Samudra Anugrah, concluded that there is a significant influence between service quality and customer satisfaction. Based on several test results such as simple linear regression analysis, it was found that the variables of service quality and customer satisfaction showed a positive relationship. The results of this research analysis also show that each variable makes a great contribution to customer satisfaction. Based on several test results such as simple linear regression analysis, it was found that the variables of service quality and customer satisfaction showed a positive relationship. The results of this research analysis also show that each variable makes a great contribution to customer satisfaction.   ,  

Satisfaction is the response from customers or service users to what they receive. Based on the Community Satisfaction Index conducted by the Boyolali District Health Office in 2023, a high score of 82.54% was obtained. However, in several studies related to satisfaction, some dimensions still fall below the level of alignment between expectations and reality, particularly regarding service timeliness, providing opportunities for patients to ask questions, and creating a safe environment. Waiting time is the period from when a patient submits a prescription until they receive their medication. This study aims to determine the relationship between waiting time and consumer satisfaction response to services at the pharmacy installations of Sawit and Teras Community Health Centers in Boyolali in 2023. The method used was analytic with a cohort design, data collection employed purposive sampling, and the research was analyzed using a Chi-square test with an obtained P-value of 0.000 (<0.05). The research findings indicated that 95% of service waiting times met the standards, while 5% did not. This study concluded that there was a relationship between waiting time and patient satisfaction response to services at the pharmacy installations of Teras and Sawit Community Health Centers in Boyolali.

In the competitive fried chicken industry, understanding factors such as quality, price, promotion, brand image, and health considerations is essential for companies to stay competitive and meet customer expectations. This study aims to examine the influence of factors such as product quality, price, promotion, brand image and health considerations on the decision to purchase fried chicken products. This study uses a combined approach of qualitative descriptive research design and quantitative survey. The study population is consumers who often buy fried chicken, with a sample of 50 people selected through purposive sampling. Data analysis was carried out by multiple linear regression using SPSS software to identify significant factors in the decision to purchase fried chicken. Based on the results of the SPSS analysis, it can be concluded that the variables of product quality, price, promotion, and brand image have a significant positive effect on purchase decisions, while health variables do not have a significant influence on purchase decisions. 

This research aims to examine what factors influence the level of customer loyalty of GeraiHALO Telkomsel Wonosobo, Central Java. The population in this study are customers who have subscribed or are currently subscribing to Telkomsel Kartu HALO, simPATI and AS product services, having subscribed for at least six months. Determining the sample in this research used the probability sampling method. This analysis uses the Importance Performance Analysis (IPA) method which is used to determine the level of importance and perception (expectations) of the Marketing Mix towards customer satisfaction implemented by the company. The results of the IPA analysis show that the dominant factors influencing customer loyalty are product quality, price, distribution variables. and promotion variables in this research are quite good in explaining customer perceptions. The author's advice to companies is that companies create products that are superior in quality, and always maintain product quality, namely by always innovating products that are tailored to customer desires for the product. Apart from that, companies must always pay attention to customer complaints by minimizing customer complaints.