• 제목/요약/키워드: Sales System

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기상정보를 활용한 의류제품 판매예측 시스템 연구: S/S 시즌 제품을 중심으로 (A Study on Clothes Sales Forecast System using Weather Information: Focused on S/S Clothes)

  • 오재호;오희선;최경민
    • 한국의류산업학회지
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    • 제19권3호
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    • pp.289-295
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    • 2017
  • This study aims to develop clothing sales forecast system using weather information. As the annual temperature variation affects changes in daily sales of seasonal clothes, sales period can be predicted growth, peak and decline period by changes of temperature. From this perspective, we analyzed the correlation between temperature and sales. Moving average method was applied in order to indicate long-term trend of temperature and sales changes. 7-day moving average temperature at the start/end points of the growth, peak, and decline period of S/S clothing sales was calculated as a reference temperature for sales forecast. According to the 2013 data analysis results, when 7-day moving average temperature value becomes $4^{\circ}C$ or higher, the growth period of S/S clothing sales starts. The peak period of S/S clothing sales starts at $17^{\circ}C$, up to the highest temperature. When temperature drops below $21^{\circ}C$ after the peak temperature, the decline period of S/S clothing sales is over. The reference temperature was applied to 2014 temperature data to forecast sales period. Through comparing the forecasted sales periods with the actual sales data, validity of the sales forecast system has been verified. Finally this study proposes 'clothing sales forecast system using weather information' as the method of clothing sales forecast.

공동주택의 분양시기 변화에 따른 공급자의 수익성 비교 분석 (A Comparative Analysis of Supplier's Profitability According to the Different Sales Timing in Apartment Housing)

  • 김성희
    • 한국건설관리학회논문집
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    • 제13권5호
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    • pp.25-34
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    • 2012
  • 본 연구는 주택 후분양제도를 도입한지 6년여 기간이 경과되는 현 시점에서 제도시행의 취지 및 효과를 점검하고, 공급자 관점에서 분양시기에 따른 수익성 변화를 분석하여 그 정도를 파악하였다. 서울시 공동주택 사업을 대상으로 사례분석 하였으며, 분양수입의 현재가치분석, 민감도분석, 분양가를 예측한 현재가치분석을 실시하였다. 분석결과 첫째, 선분양제가 후분양제보다 5.1%~6.2% 수익성이 높았고, 선분양의 4가지 안(착공후 즉시, 건설공정 20%, 40%, 60%) 가운데 착공과 동시에 계약금을 회수하는 안의 분양수입이 가장 높았다. 둘째, 할인율 증가와 분양수입 감소는 정비례하였으며, 할인율이 커질수록 공급자관점에서의 분양수입은 감소하였다. 셋째, 분양시기에 따른 분양가격 변동을 감안하여, 기본형건축비의 변동폭을 고려한 분양수입의 현재가치는 선분양방식이 후분양방식에 비해 2% 내외의 미미한 수준에서 다소 높았다. 본 연구는 분양시기에 따른 수익성을 공급자 관점에서 명확하게 계량화하여 제시하였고, 분양시기 변화에 따른 분양가 변동을 고려하여 분양수입을 산출하였다는 점에 의의가 있다.

호텔에서의 영업력 관리시스템과 직무태도, 성과와의 영향관계 (Relationship among Sales-force Control System, Salesperson's Job Attitudes, and Performance in Hotel)

  • 김판영;송성인
    • 한국콘텐츠학회논문지
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    • 제8권7호
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    • pp.233-242
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    • 2008
  • 종사원의 선발, 교육, 보상, 그리고 평가 등과 같은 영업사원의 관리의 실행은 영업력 관리시스템에 있어서 중요한 위치를 차지하는데, 이는 종사원의 역할 모호성, 직무만족, 그리고 성과 등에 지대한 영향을 미치기 때문이다. 이러한 중요성에도 불구하고 호텔의 영업력 관리시스템에 대한 연구가 미진한 형편이다. 따라서 본 연구에서는 영업력 관리시스템(STD, 교육, 보상, 상사지원 등), 직무태도, 그리고 성과와의 영향 관계를 보다 자세히 파악하고자 하였다. 이를 위해 경로모형과 가설을 설정하고 제시하였다. 본 연구를 통하여 호텔의 영업사원과 이들의 관리를 위한 몇 가지 중요한 사항을 제시하는데 공헌하였다. 즉, 이번 연구는 호텔의 실무책임자들과 연구자들에게 새로운 관점과 시사점을 제시할 수 있었다. 먼저, 학술적 측면에서는 영업력 관리시스템에 관한 새로운 접근 방식을 제시하였다. 둘째로, 실무적 측면을 보면, 종사원의 영업성과와 직무만족을 향상시키고, 역할모호성을 감소시키기 위하여, 관리자는 종사원을 대상으로 격려, 영업에 대한 지도, 그리고 영업 노하우 등에 교육과 행동을 취해야 한다.

경쟁력제고를 위한 한국 자동차산업의 최적 유통구조에 대한 소고

  • 전달영
    • 한국유통학회지:유통연구
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    • 제2권1호
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    • pp.59-85
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    • 1997
  • The automobile industry in Korea has grown to the fifth in the world in terms of production capacity. In spite of the production growth, the marketing aspects such as distribution and customer service in the auto industry are still behind the world-class. Thus, the major purposes of this paper are as follows. The first is to analyze competitive structure of the industry and to compare distribution strategies of the major auto firms(Hyundai, Daewoo, and Kia). The second is to theoretically explain the transition from the vertical marketing system to the dealer system using transaction cost analysis. The third is to compare auto distribution channels in Korea with those in the U.S. and Japan. Finally, an optimal channel stucture in the auto industry is suggested after reviewing five alternative channel structures such as corporate-owned VMS, sales-specializing firm, multiplex system(VMS+limited dealer system), dual sales channel, and advanced dealer system. In the short-run, sales-specilizing firm was suggested as an optimal channel system to enhance customer satisfaction by integrating sales and customer service. In the long-run, advanced dealer system through regional differentiation was desirable for an optimal channel structure by organically integrating new car sales, used car sales, and after service to provide total marketing service to customers.

재무설계사(FP)의 영업교육, 고객지향성 및 영업관리가 영업성과에 미치는 영향 (Effects of Sales Training, Customer Orientation and Sales Management of Financial Planners(FP) on Sales Performance)

  • 윤항식;강신기
    • 벤처혁신연구
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    • 제6권2호
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    • pp.123-144
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    • 2023
  • 100세 시대를 맞이하여 예기치 못한 위험에 대비하는 것은 매우 중요한 일이 되었다. 본 연구에서는 재무 설계사(FP)의 영업 성과에 미치는 요인에 대해 분석하기 위해 이루어졌다. 영업 교육, 고객 지향성, 영업관리가 영업성과에 미치는 영향 관계를 분석하고 나아가 이들 영향 관계의 크기를 분석하고자 했다. 이를 위해 영업 교육은 고객 개발, 영업 역량, 학습 민첩성으로 세분화 했다. 고객 지향성은 고객 관리시스템 활용, SNS활용, 고객서비스 제공으로 세분화하였다. 영업관리는 목표 지향성, 관리자 리더십, 보상체계로 나누었다. 이들 세부 변수들이 영업 성과에 미치는 영향을 실증적으로 분석하였다. 이를 위해 현재 활동중인 재무설계사를 대상으로 설문조사를 하였다. 설문조사는 2023년 1월 한달간 진행되었으며 이중 유효한 250부를 분석의 대상으로 삼았다. 실증 분석 결과는 다음과 같다. 영업 교육 중 고객 개발, 학습 민첩성은 영업 성과에 유의한 정(+)의 영향을 미쳤다. 영업 역량은 유의성이 검정되지 않았다. 고객지향성 중 SNS 활용 및 고객서비스 제공은 영업 성과에 유의한 정(+)의 영향을 미쳤다. 고객관리시스템 활용은 유의성이 검정되지 않았다. 영업 관리 중 목표 지향성과 보상 체계는 영업 성과에 유의한 정(+)의 영향을 미쳤다. 관리자 리더십은 유의성이 검정되지 않았다. 영업 성과에 유의한 영향을 미치는 변수의 영향력은 목표 지향성, 고객서비스 제공, 보상체계, 학습 민첩성, 고객 개발, SNS 활용 순이었다. 이러한 연구 결과를 바탕으로 학술적 및 실무적 시사점을 제시하였다.

머신러닝을 이용한 국내 수입 자동차 구매 해약 예측 모델 연구: H 수입차 딜러사 대상으로 (A Study on the Prediction Model for Imported Vehicle Purchase Cancellation Using Machine Learning: Case of H Imported Vehicle Dealers)

  • 정동균;이종화;이현규
    • 한국정보시스템학회지:정보시스템연구
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    • 제30권2호
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    • pp.105-126
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    • 2021
  • Purpose The purpose of this study is to implement a optimal machine learning model about the cancellation prediction performance in car sales business. It is to apply the data set of accumulated contract, cancellation, and sales information in sales support system(SFA) which is commonly used for sales, customers and inventory management by imported car dealers, to several machine learning models and predict performance of cancellation. Design/methodology/approach This study extracts 29,073 contracts, cancellations, and sales data from 2015 to 2020 accumulated in the sales support system(SFA) for imported car dealers and uses the analysis program Python Jupiter notebook in order to perform data pre-processing, verification, and modeling that is applying and learning to Machine learning model after then the final result was predicted using new data. Findings This study confirmed that cancellation prediction is possible by applying car purchase contract information to machine learning models. It proved the possibility of developing and utilizing a generalized predictive model by using data of imported car sales system with machine learning technology. It can reduce and prevent the sales failure as caring the potential lost customer intensively and it lead to increase sales revenue by predicting the cancellation possibility of individual customers.

영업통제시스템이 판매사원의 직무태도와 판매성과에 미치는 영향 (The Influence of Sales-force System on Salesperson's Job Attitude and Sales Performance)

  • 이호택;유정림
    • 유통과학연구
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    • 제17권11호
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    • pp.81-92
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    • 2019
  • Purpose: The salesperson, the core of the operating activities, plays the role of connecting the inside and outside of the company, representing the company to the consumer and identifying and responding to the customer's needs. The department store industry is the most representative retail industry in South Korea, and competition among its peer group and industry is intensifying, requiring differentiated service sales activities and performance from its employees. This study divided the sales force system into activity control(process-oriented control) and output control(performance-oriented control) and verified the differential impact on the job attitude of the salesperson (e.g., job satisfaction and burn-out), respectively. In addition, the effect of job satisfaction and burn-out of the salesperson on the job performance were checked. Research design, data, and methodology: The survey was conducted on 200 sales people working at five branch stores of Hyundai department store in Seoul, and 194 of them were analyzed. The reliability and validity of the variables were analyzed and hypotheses were verified through the SEM. Results: Results have shown that activity control has a greater impact on burn-out compared to output control, and output control has a greater impact on job satisfaction compared to activity control. It has been shown that the salesperson's burn-out does not affect sales performance, but that job satisfaction has a positive effect on sales performance. Conclusions: This study examines the effect of sales force management system such as activity control and output control, on the job attitude and sales performance in department stores. According to the results of this research, each of two control systems have a discriminatory effect on the job attitude variables. For the sales managers of department store, it is recommended to increase the efficiency of sales management by increasing the use of outcome control compared to activity control.

모바일 SFA 시스템의 기술 개선에 관한 연구: 위치기반서비스와 모바일 P2P 서비스를 활용하여 (A Study on Enhancement of Technologies for Mobile SFA Systems : Using LBS and Mobile P2P Service)

  • 박기호;정재곤;황명화
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2003년도 추계학술대회 및 정기총회
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    • pp.211-214
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    • 2003
  • Recently mobile SFA(Sales Force Automation) system makes rapidly progress specially in industries like insurance, manufacture, and distribution. However, there are some problems that information about products and trades is not promptly shared among sales agents or customers, since the current mobile SFA system has simply extended the existing systems for sales management. In order to improve these weaknesses, we introduce LBS(Location Based Service) and mobile P2P(Peer to Peer) service into the existing systems, then design and implement the enhanced system (or mobile SFA using them. Through this improvement, our system makes it possible for customers or sales agents to quickly share various information and increases the efficiency of sales activity by facilitating the competition and cooperation among sales agents and reducing time-cost.

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전략유형과 성과에 관한 연구 -판매력 관리 실행 중심으로- (A study on the Implementation of Sales Force Management and the Performance according to Strategy types of Business Unit)

  • 이선규;서명지;이웅희
    • 산업경영시스템학회지
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    • 제27권4호
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    • pp.33-41
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    • 2004
  • This study examines the relationship between multiple sales force management practices and performance within each of Miles & Snow (1978)'s strategy types and Walker & Ruekert (1987)'s strategy types. The findings are as follows : First, Prospectors seem to be associated with increased performance when they are utilizing a relationship selling strategy, internal sales force, moderate levels of supervision, outcome-based control system and incentive-oriented compensation system. Second, Analyzers seem to be associated with increased performance when they are utilizing a relationship selling strategy, internal sales force, outcome-based control system to deal with the instability in their strategic focus. Third, Low Cost Defender seem to be associated with increased performance when they are utilizing a relationship selling strategy, external sales force, low levels of supervision, outcome-based control system and salary-oriented compensation system. Fourth, Differentiated Defenders seem to be associated with increased performance when they are utilizing a relationship selling strategy, high levels of supervision, balanced (outcome+behavior) control system and salary-oriented compensation system.

Activation Plan of the Post-Construction Sales through a Perception Survey of Seoul Citizens and Experts

  • YoonHye JUNG;JungSeok OH;SunJu KIM
    • 융합경영연구
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    • 제12권2호
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    • pp.11-18
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    • 2024
  • Purpose: The purpose of this study is to suggest the activation plan of the post-construction sales through the results of a survey on the perception of Seoul citizens and experts. Research design, data and methodology: The purpose of this study is to suggest the activation plan of the post-construction sales through the results of a survey on the perception of Seoul citizens and experts. Results: According to a survey of Seoul citizens' perceptions, 76.7% of Seoul citizens were well aware of post-construction sales and recognized that post-construction sales would reduce pre-sale speculation and confusion in the real estate market. Second, 73.6% of Seoul citizens were willing to buy houses through post-construction sales, and third, 79.6% of Seoul citizens recognized that a post-sale system was necessary. Experts' opinions generally responded to the expansion of the introduction of post-construction sales, saying, 'It is necessary for both the public and the private sectors'. Second, while experts say that there are also positive effects, negative effects such as polarization centered on large corporations, an increase in sales prices, and a decrease in housing supply are also concerned. Third, experts responded that 'diversification of financing methods' is the most important task in revitalizing the post-sale system. Conclusions: The policy implications are that it is necessary to mandate the post-construction sales in the long term, and that the quality assurance system needs to be supplemented even if the sale is promoted post-construction sales. In addition, private participation is essential to revitalize the post-construction sales, and government support such as initial financing, low-interest rates, and various financing measures should be sought to expand private participation.