• 한국경영과학회지
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• 제17권3호
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• pp.137-158
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• 1992

We study the Multiple Product Single Facility Stockout Avoidance Problem (SAP). That is the problem of determining, given initial inventories, whether there is a multiple product single facility production schedule that avoids stockouts over a given time horizon. The optimization version of the SAP where stockouts are pnelized linearly is also studied. We call this problem the Weighted Stockout Problem (WSP). Both problems are NP-hard in the strong sense. We develop Mixed Integer Linear Programming (MIP) formulations for both the SAP and the WSP. In addition, several heuristic algorithms are presented and performances are tested using computational experiments. We show that there exist polynomial algorithms for some special cases of the SAP and the WSP. We also present a method to phase into a target cyclic schedule for infinite horizon problems. These can be used as a practical scheduling tool for temporarily overloaded facilities or to reschedule production after a disruption.

• 한국컴퓨터정보학회논문지
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• 제25권1호
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• pp.131-140
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• 2020

본 연구는 소비자들의 개인품절반응지수(ISRI) 개발에 대한 연구로, 온라인 쇼핑 시 품절 상황에 대한 소비자들의 인지적 반응, 감정적 반응 및 행동적 반응의 영향을 분석하였다. ISRI는 선행연구인 Kim and Lee(2016/2018)의 인지, 감정 및 행동적 반응을 근거로 하여 개발하였다. 설문 조사는 인터넷 설문 조사 기관에서 2014년 07월에 2주간 진행되었으며 754명의 설문대상자 중 전체 질문에 응답한 회수된 설문지는 총 526부였다. 이 회수된 설문지를 본 연구의 조사에 이용하였다. 자료의 분석은 SPSS 25.0 Package를 이용하였다. 개인풉절반응지수(ISRI)는 정규분포를 형성하였다. 본 연구의 개인품절반응지수(ISRI)는 개인화, 맞춤화가 급속도로 진행되는 4차산업혁명 시대에 소비자의 불편한 쇼핑상황인 품절 시 대안의 마련 근거로써 실무적 의의를 가진다.

• 한국경영과학회:학술대회논문집
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• 한국경영과학회/대한산업공학회 1999년도 춘계공동학술대회:정보화시대의 지식경영
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• pp.426-426
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• 1999

;There are many sources of uncertainty in a typical production and inventory system. There is uncertainty as to how many items customers will demand during the next day, week, month, or year. There is uncertainty about delivery times of the product. Uncertainty exacts a toll from management in a variety of ways. A spurt in a demand or a delay in production may lead to stockouts, with the potential for lost revenue and customer dissatisfaction. Firms typically hold inventory to provide protection against uncertainty. A cushion of inventory on hand allows management to face unexpected demands or delays in delivery with a reduced chance of incurring a stockout. The proposed strategies are used for the design of a probabilistic inventory system. In the traditional approach to the design of an inventory system, the goal is to find the best setting of various inventory control policy parameters such as the re-order level, review period, order quantity, etc. which would minimize the total inventory cost. The goals of the analysis need to be defined, so that robustness becomes an important design criterion. Moreover, one has to conceptualize and identify appropriate noise variables. There are two main goals for the inventory policy design. One is to minimize the average inventory cost and the stockouts. The other is to the variability for the average inventory cost and the stockouts The total average inventory cost is the sum of three components: the ordering cost, the holding cost, and the shortage costs. The shortage costs include the cost of the lost sales, cost of loss of goodwill, cost of customer dissatisfaction, etc. The noise factors for this design problem are identified to be: the mean demand rate and the mean lead time. Both the demand and the lead time are assumed to be normal random variables. Thus robustness for this inventory system is interpreted as insensitivity of the average inventory cost and the stockout to uncontrollable fluctuations in the mean demand rate and mean lead time. To make this inventory system for robustness, the concept of utility theory will be used. Utility theory is an analytical method for making a decision concerning an action to take, given a set of multiple criteria upon which the decision is to be based. Utility theory is appropriate for design having different scale such as demand rate and lead time since utility theory represents different scale across decision making attributes with zero to one ranks, higher preference modeled with a higher rank. Using utility theory, three design strategies, such as distance strategy, response strategy, and priority-based strategy. for the robust inventory system will be developed.loped.

• 한국의류산업학회지
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• 제17권5호
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• pp.770-780
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• 2015

This study intended to explore fundamental causes affecting consumers' response actions from psychological factors in the situation of sellout occurring during shopping in online fashion stores. In addition, this study devised a virtual online shop in order to measure consumers' cognitive and emotional psychological responses they experienced when goods were sold out. The subjects involved women in 20s~30s, major customers of online shopping, and the subjects were randomly allocated to one of eight questionnaire forms (2(stockout size: high vs low)${\times}2$(product assortment similarity: similar vs. dissimilar)${\times}2$(restocking cue: included vs excluded)). The number of final data used for the analysis was 336 and through SPSS 21.0 program, two-way ANOVA and bootstrap were utilized. The analysis result was that consumers' psychological responses (emotions, psychological reactance) of online shops differed by means of varying stockout situations. The stockout size had positive effect on psychological reactance and negative emotions. On the other hand, there was no difference in positive emotions (arousal) according to stockout size. In stockout situation of online fashion store, the moderating effect of product assortment similarity and restocking cues were verified. According to the analysis result, interaction effects between stockout size and restocking cues, product stockout size and product assortment for psychological reactance were significant. Lastly, the mediation effect of psychological reactance and emotion between stockout size and behavioral response was tested. As a result, the moderated mediation effects of psychological reactance for substitute were significant when product assortment was dissimilar and restocking cue was exclude.

• International Journal of Advanced Culture Technology
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• 제8권4호
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• pp.110-118
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• 2020

It is important to have an appropriate amount of inventory for effective operations. This study seeks to develop a sustainable newsvendor model by incorporating environment-related costs into the existing well-known (single-period) newsvendor model. Since leftovers do more harm to environments than stockouts, the optimal order amount tends to be lower than the traditional quantity. However, this is not the case when a second buy is allowed. A second order opportunity is prevalent in industries where it improves demand forecast despite incurring extra costs. In this study, we conduct an extensive numerical analysis for a newsvendor situation with a permitted second buy. The results show that we can reduce inventory costs by considering sustainability concerns. The research idea of including sustainability considerations into existing inventory models can be extended to a more general case and provides managerial insights for better inventory decisions.

• 한국유통학회지:유통연구
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• 제16권4호
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• pp.29-64
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• 2011

상품의 이용가능성은 소비자 욕구를 충족시킬 수 있는 중요한 점포 능력 중의 하나이다. 그러나 구매하고자 하는 상품이 없는 품절(stockouts)상황이 발생했을때 소비자는 구매의사 결정의 어려움에 직면하고 이러한 어려움은 소비자의 부정적인 반응, 예컨대 점포에 대한 불만족을 야기한다. 본 연구에서는 상품의 이용가능성 상설, 즉 품절상황에서의 소비자 대체선택행동을 이끌어 내는 결정요인들을 파악하여, 이러한 변수들이 품절에 대한 소비자반응과 행동에 어떠한 영향을 미치는가를 규명하고자 한다. 세부적으로 본 연구에서는 기존 연구들과 달리 구매환경의 상황적인 특성(예: 구매 긴급성, 당황정도), 점포 특성(예: 상품구색, 매장편의성), 소비자 특성(예: 브랜드애호도, 점포애호도) 등에 초점을 맞추어 이러한 요인들이 품절시 소비자반응(상품대체, 구매연기, 점포전환 등의 대체선택행동)에 미치는 영향을 실증적으로 밝히는 것을 목적으로 하였다. 특히 본 연구에서는 선행연구에 비해 상품구색, 전반적인 점포 가격 이미지 등의 점포특성 변수들을 추가적으로 고려하여 분석하였다. 이러한 연구목적을 달성하기 위하여 대형할인마트, 슈퍼마켓 등의 다양한 소매업태에서 품절상황을 경험하고 나오는 353명의 소비자들로부터 자료를 수집하여 다항로짓분석(multinomial logit analysis)을 이용하여 연구모형과 연구가설을 검증하였다. 소비자 선택행동에 대한 MNL 모델 추정결과 품절상황에서 상품대체, 구매연기, 점포전환 행동에 대해 구매의 긴급성, 당황 정도, 구매량, 사전 계획구매, 상품구색, 전반적 점포가격 이미지, 브랜드애호도, 점포애호도 요인들이 소비자 선택행동에 유의한 영향을 미치는 것으로 나타났다. 구체적으로 살펴보면, 품절상황시 소비자의 점포 내 상품대체행동을 이끄는 결정요인으로 구매의 긴급성, 당황정도, 구매량, 사전 계획구매, 상품구색의 다양성, 저렴한 점포가격이미지, 브랜드애호도, 점포애호도 등이 유의하였으며, 구매연기를 유도하는 결정요인으로 구매의 긴급성, 구매량, 브랜드애호도 등으로 판명되었다. 품절시 소비자가 다른 점포로 전환하게 하는 요인은 구매의 긴급성, 구매량, 사전 계획구매, 상품구색의 다양성, 저렴한 점포가격이미지, 브랜드애호도, 점포애호도 등으로 파악되었다. 마지막으로 품절시 점포 편의성과 판매원 서비스 요인들은 소비자 대체 행동에 유의한 영향을 주지 못하였다.