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Replenishment System Using Inventory Models with Continuous Review and Quantitative Forecasting to Reduce Stock-Outs in a Commercial Company

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Intelligent Human Systems Integration 2020 (IHSI 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1131))

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Abstract

In recent years, stock-outs significantly affects commercial enterprises with deficit equivalent to a large percentage of the total sales, due to its impact on current and future demand, regardless of their financial success. Carried out a qualitative and quantitative analysis of the current situation to identify the problem. In addition, the root causes were identified with the help of quality tools such as Pareto chart and Ishikawa and a questionnaire based on the SCOR model and management indicators. In this way why it is proposed a replenishment system applying models of inventories with continuous review and quantitative forecasts. The proposal consists of five phases: (i) identify the key products; (ii) Do quantitative forecasting; (iii) Determine inventory levels. (iv) Establish the new flow of information; (v) Establish new policies and procedures. We evaluate the models of inventories and forecasts through the program @Risk.

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References

  1. Govind, A., Luke, R., Noleen, P.: Investigating stock-outs in Johannesburg’s warehouse retail liquor sector. J. Transport Supply Chain Manag. 11, 1–11 (2017)

    Article  Google Scholar 

  2. Avlijas, G., Milicevic, N., Golijanin, D.: Influence of store characteristics on product availability in retail business. E+M Ekonomie Manag. 21, 195–206 (2018)

    Google Scholar 

  3. Goran, A., Simicevic, A., Avlijas, R., Prodanovic, M.: Measuring the impact of stock-keeping unit attributes on retail stock-out performance. Oper. Manag. Res. 8, 131–141 (2015)

    Article  Google Scholar 

  4. Bobadilla, R., Mendez, A., Viacava, G., Raymundo, C., Moguerza, J.M.: Service model based on information technology outsourcing for the reduction of unfulfilled orders in an SME of the peruvian IT sector. In: Advances in Intelligent Systems and Computing, vol. 965, pp. 311–321 (2019)

    Google Scholar 

  5. Milicevic, N., Grubor, A.: The effect of backroom size on retail product availability – operational and technological solutions. Amfiteatru Econ. 17, 661–675 (2015)

    Google Scholar 

  6. Carazas, L., Barrios, M., Nuñez, V., Raymundo, C., Dominguez, F.: Management model logistic for the use of planning and inventory tools in a selling company of the automotive sector in Peru. In: Advances in Intelligent Systems and Computing, vol. 971, pp. 299–309 (2019)

    Google Scholar 

  7. Aleksandar, G., Milicevic, N., Djokic, N.: The impact of store satisfaction on consumer responses in out-of-stock situations. Revista Brasileira de Gestão de Negócios 19, 520–537 (2017)

    Google Scholar 

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Correspondence to José Alvarez-Merino .

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Malca-Ramirez, C., Nuñez-Salome, L., Altamirano, E., Alvarez-Merino, J. (2020). Replenishment System Using Inventory Models with Continuous Review and Quantitative Forecasting to Reduce Stock-Outs in a Commercial Company. In: Ahram, T., Karwowski, W., Vergnano, A., Leali, F., Taiar, R. (eds) Intelligent Human Systems Integration 2020. IHSI 2020. Advances in Intelligent Systems and Computing, vol 1131. Springer, Cham. https://doi.org/10.1007/978-3-030-39512-4_105

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