{"title":"提高零售效率的队列优化研究","authors":"Edo Setiabudi, A. S. Cahyana","doi":"10.21070/ijins.v25i3.1165","DOIUrl":null,"url":null,"abstract":"Minimarkets face challenges of overcrowding and prolonged wait times, often due to suboptimal cashier staffing. This study aims to determine the optimal number of cashiers to minimize queues. Using a single-phase multi-channel queuing model, data was collected through direct observation and quantitative analysis. Initial findings with two cashiers revealed varying wait times, prompting simulation experiments. Results indicated that adding a third cashier significantly reduced wait times to 0.41-2.45 minutes, enhancing service efficiency and customer satisfaction. Future research may explore longer observation periods and assess cost-effectiveness in staffing adjustments. \nHighlight: \n \n \nData Analysis: Direct observation, quantitative data, and Excel processing for insights. \nSimulation Test: Arena software simulates cashier scenarios for service optimization. \nEfficiency Boost: Adding a cashier reduces wait times, enhancing customer satisfaction. \n \n \nKeywoard: Minimarket, Queuing Model, Cashier Optimization, Service Efficiency, Customer Satisfaction.","PeriodicalId":431998,"journal":{"name":"Indonesian Journal of Innovation Studies","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Queue Optimization Study for Retail Efficiency Enhancement\",\"authors\":\"Edo Setiabudi, A. S. Cahyana\",\"doi\":\"10.21070/ijins.v25i3.1165\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Minimarkets face challenges of overcrowding and prolonged wait times, often due to suboptimal cashier staffing. This study aims to determine the optimal number of cashiers to minimize queues. Using a single-phase multi-channel queuing model, data was collected through direct observation and quantitative analysis. Initial findings with two cashiers revealed varying wait times, prompting simulation experiments. Results indicated that adding a third cashier significantly reduced wait times to 0.41-2.45 minutes, enhancing service efficiency and customer satisfaction. Future research may explore longer observation periods and assess cost-effectiveness in staffing adjustments. \\nHighlight: \\n \\n \\nData Analysis: Direct observation, quantitative data, and Excel processing for insights. \\nSimulation Test: Arena software simulates cashier scenarios for service optimization. \\nEfficiency Boost: Adding a cashier reduces wait times, enhancing customer satisfaction. \\n \\n \\nKeywoard: Minimarket, Queuing Model, Cashier Optimization, Service Efficiency, Customer Satisfaction.\",\"PeriodicalId\":431998,\"journal\":{\"name\":\"Indonesian Journal of Innovation Studies\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Indonesian Journal of Innovation Studies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21070/ijins.v25i3.1165\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indonesian Journal of Innovation Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21070/ijins.v25i3.1165","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Queue Optimization Study for Retail Efficiency Enhancement
Minimarkets face challenges of overcrowding and prolonged wait times, often due to suboptimal cashier staffing. This study aims to determine the optimal number of cashiers to minimize queues. Using a single-phase multi-channel queuing model, data was collected through direct observation and quantitative analysis. Initial findings with two cashiers revealed varying wait times, prompting simulation experiments. Results indicated that adding a third cashier significantly reduced wait times to 0.41-2.45 minutes, enhancing service efficiency and customer satisfaction. Future research may explore longer observation periods and assess cost-effectiveness in staffing adjustments.
Highlight:
Data Analysis: Direct observation, quantitative data, and Excel processing for insights.
Simulation Test: Arena software simulates cashier scenarios for service optimization.
Efficiency Boost: Adding a cashier reduces wait times, enhancing customer satisfaction.
Keywoard: Minimarket, Queuing Model, Cashier Optimization, Service Efficiency, Customer Satisfaction.
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