• 제목/요약/키워드: aviation company data

검색결과 22건 처리시간 0.024초

Developing Airport Safety Performance Indicators and Index - The Case of Incheon Airport Airside -

  • In Kie Na;Yu-Jin Choi
    • 한국항공운항학회지
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    • 제31권3호
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    • pp.103-118
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    • 2023
  • An indicator system is an effective way to monitor ongoing safety status. Current aviation safety measurements account for many qualitative technical and lagging indicators. Conversely, quantitative and leading indicators have only a tiny proportion. This research added more quantitative leading indicators and reviewed them to harmonize lagging and leading indicators to measure airport safety and provide an index. The South Korean national gate, Incheon International Airport's indicators, were applied as primary data to verify this research practically. Then, examples from International and national authorities were reviewed and extracted for use. Fifty-five safety specialists participated in the focus group discussion and three rounds of the Delphi survey. Finally, 51 sub-indicators were newly chosen. After this process, weights for each indicator could be assigned using the AHP (Analytical Hierarchy Process) to provide an integrated index. The result of the simulation with newly added indicators in the past five years (2020-2022) reliable trend showed in indicators and integrated index. Moreover, this allows monitoring the status of the details of indicators and holistic insight. This study considered that it is more suitable for a single company or service provider to use it according to the exact situation than in a macro- and general-purpose at the country or regional level.

Will You Buy It Now?: Predicting Passengers that Purchase Premium Promotions Using the PAX Model

  • Al Emadi, Noora;Thirumuruganathan, Saravanan;Robillos, Dianne Ramirez;Jansen, Bernard Jim
    • Journal of Smart Tourism
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    • 제1권1호
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    • pp.53-64
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    • 2021
  • Upselling is often a critical factor in revenue generation for businesses in the tourism and travel industry. Utilizing passenger data from a major international airline company, we develop the PAX (Passenger, Airline, eXternal) model to predict passengers that are most likely to accept an upgrade offer from economy to premium. Formulating the problem as an extremely unbalanced, cost-sensitive, supervised binary classification, we predict if a customer will take an upgrade offer. We use a feature vector created from the historical data of 3 million passenger records from 2017 to 2019, in which passengers received approximately 635,000 upgrade offers worth more than $422,000,000 U.S. dollars. The model has an F1-score of 0.75, outperforming the airline's current rule-based approach. Findings have several practical applications, including identifying promising customers for upselling and minimizing the number of indiscriminate emails sent to customers. Accurately identifying the few customers who will react positively to upgrade offers is of paramount importance given the airline 'industry's razor-thin margins. Research results have significant real-world impacts because there is the potential to improve targeted upselling to customers in the airline and related industries.

Positive Psychological Capital, Job Intensity, Customer Orientation and trust in O2O Distribution Market

  • PARK, Hye-Yoon
    • 유통과학연구
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    • 제19권6호
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    • pp.5-19
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    • 2021
  • Purpose: O2O Service is a major internet-based distribution industry. The purpose of this study is to confirm the effects of positive psychological capital on job intensity, customer orientation, and the mediating effects of trust of O2O employee. Research design, data and methodology: This study aims to identify the effect of positive psychological capital on customer orientation and job intensity through empirical analysis. 475 questionnaires were used for the final analysis using random sampling methods from O2O employees working at leading distribution companies for hypothesis verification. The analysis methods used for hypothesis testing in this study were analyzed using the SPSS 21.0 statistical package. Results: Empirical analysis shows that it is an important factor in increasing job intensity and customer orientation, and that company trust has a significant influence through mediating effects among variables. Conclusions: In order to enhance job intensity and customer orientation for O2O distribution workers, it is necessary to change efforts with management efforts for positive psychological factors and trust. It is also believed that company trust should be considered as an important factor in the future leadership competency development system in that it can promote positive psychological capital, further strengthening job intensity and customer orientation.

인천국제공항관련 언론보도가 기업이미지에 미치는 영향 (A study on effects of the press release on Incheon International Airport Corporation)

  • 변아름;최연철
    • 한국항공운항학회지
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    • 제25권3호
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    • pp.9-17
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    • 2017
  • Incheon International Airport is total number of passengers using that increased by 8.3 percent year-on-year, with the highest level of user ratings since the opening of the previous year. Thus, After analyzing the positive image of Incheon International Airport and analyzing future corporate image development, the company conducted a study on improving the image of Incheon International Airport. Based on the SERVQUAL method, the study classified the five types of SERVQUAL. The difference in the distinctions of the media coverage varied, and the differences in the credibility of the media show that the differences between the press and the credibility of the media are not reflected in the characteristics of the media. These findings will provide data for the managerial control of corporate images based on positive or negative reporting on the Incheon International Airport, and based on the analysis of the findings, it is believed that it will benefit from being the most high-profile airport.

국제적 다각화가 배당성향 및 배당수익률에 미치는 효과 분석 (The Effect of International Diversification on Dividend Payout ratio and Dividend Yield Rate)

  • 최유정;임재환
    • 한국융합학회논문지
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    • 제11권12호
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    • pp.187-197
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    • 2020
  • 본 연구에서는 국내 기업들의 국제적 다각화가 기업 이익을 증대시킴과 동시에 이익 분배 과정에서 기업 영업활동의 토대를 제공한 납입자본 출자자들의 배당수익 또한 증가시키는지와 국제다각화 수준 증가가 기업의 배당정책에 어떠한 영향을 미치는지를 알아보고자 하였다. 이를 위하여 2011년에서 2018년까지 국내 유가증권 시장에 상장된 12월 말 결산법인을 대상으로 고정효과모형을 이용하여 실증분석을 실시하였다. 그 결과 개별 기업의 국제적 다각화 수준이 높아질수록 기업의 배당성향 및 배당수익률 또한 증가하는 것을 확인 할 수 있었다. 이는 기업이 국제적 다각화를 통하여 새로운 해외 시장을 확보하고 기업의 성장을 도모함으로서 기업 이익 및 주주의 배당수익률을 안정적으로 확대시킬 수 있음을 말해준다. 또한 기업의 국제적 다각화 전략은 배당가능이익을 증진시킴으로서 기업의 배당성향 또한 증가시켜 기업 가치 증대에 기여할 수 있음을 알 수 있다.

Marketing Strategies for Improving Customer Attitude Using Airline Advertising Model: Focusing on Corporate Image and Brand Loyalty

  • OH, Ah-Hyun;PARK, Hye-Yoon
    • 유통과학연구
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    • 제18권4호
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    • pp.13-26
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    • 2020
  • Purpose: In this study, we will explore how the attributes of the airline's advertising model affect the corporate image and brand loyalty and the medium effect of the corporate image. Research design, data and methodology: Data collection for empirical analysis of this study was conducted online for about seven months from Jan. 2 to July 12, 2019, and was confirmed as part 292 of the final effective sample and used for demonstration analysis. Results: The property of the advertising model shown to have a significant impact in corporate image and brand loyalty. The property of the advertising, reliability and professionalism shown to have an impact in the social responsibility, but attractiveness is its responsibility and brand loyalty. Corporate images have been shown to play a meaningful role in the impact of advertising models on brand loyalty. Conclusions: The attributes of the airline's advertising model are divided into four categories, and reliability has the most influence on the image of a company and the formation of brand loyalty. The impact of the attributes of the advertising model on the relationship between corporate image and brand loyalty was investigated through an empirical analysis, and several implications were derived.

미국 항공안전데이터 프로그램의 비공개 특권과 제재 면제에 관한 연구 (Privilege and Immunity of Information and Data from Aviation Safety Program in Unites States)

  • 문준조
    • 항공우주정책ㆍ법학회지
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    • 제23권2호
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    • pp.137-172
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    • 2008
  • 미국에서 자기비판적 분석의 법리에 의한 특권과 면제 이미 항공분야에서도 도입되고 있으나 일관성이 결여되어 있다. FDRs 프로그램은 FAA 또는 항공사에 의한 제제로 부터 공식적으로 보호되지는 아니한다. CVRs 프로그램의 경우 FAA는 집행조치를 위하여 그 데이터를 이용할 수 없으며 공개와 민사소송에서의 개시를 제한하고 있다. 따라서, CVRs은 FDR보다 높은 보호를 받고 있다. ASRS는 최초의 비자동적(non-self-disclosure) 보고시스템이며, 사고 또는 범죄에 관한 정보이외에는 FAA가 집행조치를 취할 수 없다. 다만, 비처벌 요건으로 규정하고 있는 "inadvertent and not deliberate)의 해석을 둘러싸고 FAA, NTSB 및 법원은 일관된 해석 기준이 없는 것으로 보이며, 데이터의 항공사의 징계조치에의 이용, 소송 당사자 또는 대중매체에의 공개 문제를 명확하게 다루고 있지 않다. 1990년대초 ASAP을 시범적으로 개시하였으며 FAA 집행조치 및 회사 징계조치로부터의 면제를 규정하고 있다. FOQA 프로그램은 1995년 시범프로그램을 통하여 최초로 시행되었으며 FAA 집행조치로 부터 면제되지만, 회사의 징계조치로부터의 면제에 대해서는 아무런 규정이 없다. 이러한 점은 ASAP와는 대비된다 할 수 있으며 노조협약에 의하여 FOQA 데이터에 근거한 회사의 징계조치를 배제시킬 수 있을 것이다. ASAP 및 FOQA의 데이터는 모두 2003년 FAA Order 8000.81에 의하여 공개되지 아니한다. 현재, ICAO의 움직임을 보더라도 국제사회에는 항공안전데이터를 보고한 자에 대한 보호의 강화에 대한 컨센서스가 형성되고 있으며 많은 국가들이 관련법을 시행하고 있다. 우리나라의 경우 현재, 항공법 제49조에 의하여 항공안전관리시스템을 도입하도록 되어 있다. 단계적으로 ASAP 또는 QOQA 등과 같은 프로그램의 입법화가 필요하다고 본다. 이와 더불어 미국에서와 같이 집행조치와 징계조치의 면제 규정 및 비공개 특권에 관하여 보다 구체적인 기준을 정하여 입법화하는 것도 필요할 것이다.

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The Customer Attitude to Airline's Color Image -Focused on the Color Image of Airline Cabin Crew's Uniforms-

  • Park, Hye-Yoon
    • 유통과학연구
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    • 제17권2호
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    • pp.43-51
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    • 2019
  • Purpose - This study was intended to provide implications for the importance of color to airlines where the image customers feel about the business is paramount. The importance of colors shown by the airline crew, an important human resource for airlines as contact workers, was investigated. We wanted to present suggestions by investigating and comparing the difference in customer attitude regarding the color of uniforms of the airline crew. Research design, data, and methodology - A survey was conducted to examine differences in perception of airline uniform color, with the research that suggests that the customer's attitude to uniform color will vary. The difference in the perception of passengers according to the colors of the airline uniforms was determined by conducting an empirical analysis. Results - Customers have a different attitude about the color of the uniform of airline's flight attendants' uniform. Full service airlines (FSC) generally have a bright, calm, neat, and heavy-handed feeling, while low-cost carriers (LCC) have a distinctive, dynamic, energetic, and cheerful feeling. Conclusions - An empirical analysis of the study found that customers' attitudes vary by uniform color for each airline. It has also been revealed that Airline's uniform color can communicate the company's goals it wants to convey.

항공기 제조업에서 생산계획 동기화를 통한 데이터기반 구매조달 및 재고관리 방안 연구 (A Scheme of Data-driven Procurement and Inventory Management through Synchronizing Production Planning in Aircraft Manufacturing Industry)

  • 유경열;최홍석;정대율
    • 한국정보시스템학회지:정보시스템연구
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    • 제30권1호
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    • pp.151-177
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    • 2021
  • Purpose This paper aims to improve management performance by effectively responding to production needs and reducing inventory through synchronizing production planning and procurement in the aviation industry. In this study, the differences in production planning and execution were first analyzed in terms of demand, supply, inventory, and process using the big data collected from a domestic aircraft manufacturers. This paper analyzed the problems in procurement and inventory management using legacy big data from ERP system in the company. Based on the analysis, we performed a simulation to derive an efficient procurement and inventory management plan. Through analysis and simulation of operational data, we were able to discover procurement and inventory policies to effectively respond to production needs. Design/methodology/approach This is an empirical study to analyze the cause of decrease in inventory turnover and increase in inventory cost due to dis-synchronize between production requirements and procurement. The actual operation data, a total of 21,306,611 transaction data which are 18 months data from January 2019 to June 2020, were extracted from the ERP system. All them are such as basic information on materials, material consumption and movement history, inventory/receipt/shipment status, and production orders. To perform data analysis, it went through three steps. At first, we identified the current states and problems of production process to grasp the situation of what happened, and secondly, analyzed the data to identify expected problems through cross-link analysis between transactions, and finally, defined what to do. Many analysis techniques such as correlation analysis, moving average analysis, and linear regression analysis were applied to predict the status of inventory. A simulation was performed to analyze the appropriate inventory level according to the control of fluctuations in the production planing. In the simulation, we tested four alternatives how to coordinate the synchronization between the procurement plan and the production plan. All the alternatives give us more plausible results than actual operation in the past. Findings Based on the big data extracted from the ERP system, the relationship between the level of delivery and the distribution of fluctuations was analyzed in terms of demand, supply, inventory, and process. As a result of analyzing the inventory turnover rate, the root cause of the inventory increase were identified. In addition, based on the data on delivery and receipt performance, it was possible to accurately analyze how much gap occurs between supply and demand, and to figure out how much this affects the inventory level. Moreover, we were able to obtain the more predictable and insightful results through simulation that organizational performance such as inventory cost and lead time can be improved by synchronizing the production planning and purchase procurement with supply and demand information. The results of big data analysis and simulation gave us more insights in production planning, procurement, and inventory management for smart manufacturing and performance improvement.

항공사별 꼬리날개 그래픽과 국가브랜드 인지도 상관관계에 관한 연구 (Study on the Relationship between the Tail Graphics of Various Airlines and National Branding Correspondence)

  • 조우단;서한석
    • 한국콘텐츠학회논문지
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    • 제19권10호
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    • pp.21-31
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    • 2019
  • 항공 산업의 발전에 따라 항공사의 기업 이미지에 대한 중요성도 나날이 커지고 있다. 항공기는 항공사의 기업 이미지를 전달해줄 수 있고, 또 국가 이미지를 전달하는 작용도 한다. 국가브랜드 건설을 통해 국가 이미지 제고를 위한 식별도와 인지도를 얻을 수도 있다. 이 때문에 자국이나 다른 나라의 국가브랜드 이미지를 활용해 부가가치를 높이는 항공사가 늘고 있다. 향후 항공기 도장 디자인의 꼬리날개 그래픽 디자인을 통해 국가브랜드 인지도를 더 잘 구현할 수 있어야 한다. 본 논문은 글로벌 3대 얼라이언스 멤버 사의 꼬리날개 그래픽을 대상으로 하고 있으며, 항공기 도장 디자인의 꼬리날개 그래픽 요소와 국가브랜드 인지도의 상관성을 검토하였다. 첫 번째로, 이론적 연구를 통해 항공기 도장 디자인의 꼬리날개 위주의 그래픽 요소, 전체적인 컬러 요소, 항공기 동체의 전체적인 장식과 조합 요소를 요약하였다. 두 번째로, 선행 연구를 통해 관련 가설을 제시하고 설문지를 설계하였다. 다음으로 항공기 이용 승객을 대상으로 설문 조사를 하여 SPSS 회귀 분석 방법을 통해 데이터를 분석하고, 각 경제적 상황과 지역문화에서 발전된 꼬리날개 그래픽이 국가브랜드의 인지도에 미치는 상관성을 분석하였다. 데이터 분석 결과, 그 상관성이 강한 것으로 나타났다. 향후 꼬리날개 그래픽 디자인에 선진국의 꼬리날개 그래픽 디자인 형식이나 같은 대륙의 유명 국가의 항공기 꼬리날개 그래픽 디자인 형식을 참고하여 국가 특유의 요소를 활용하여 꼬리날개 그래픽 디자인을 한다면, 이를 통해 국가브랜드의 인식도를 높일 수 있다.