• Title/Summary/Keyword: Market Share Price

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A GARCH-MIDAS approach to modelling stock returns

  • Ezekiel NN Nortey;Ruben Agbeli;Godwin Debrah;Theophilus Ansah-Narh;Edmund Fosu Agyemang
    • Communications for Statistical Applications and Methods
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    • v.31 no.5
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    • pp.535-556
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    • 2024
  • Measuring stock market volatility and its determinants is critical for stock market participants, as volatility spillover effects affect corporate performance. This study adopted a novel approach to analysing and implementing GARCH-MIDAS modelling methods. The classical GARCH as a benchmark and the univariate GARCH-MIDAS framework are the GARCH family models whose forecasting outcomes are examined. The outcome of GARCH-MIDAS analyses suggests that inflation, interest rate, exchange rate, and oil price are significant determinants of the volatility of the Johannesburg Stock Market All Share Index. While for Nigeria, the volatility reacts significantly to the exchange rate and oil price. Furthermore, inflation, exchange rate, interest rate, and oil price significantly influence Ghanaian equity volatility, especially for the long-term volatility component. The significant shock of the oil price and exchange rate to volatility is present in all three markets using the generalized autoregressive conditional heteroscedastic-mixed data sampling (GARCH-MIDAS) framework. The GARCH-MIDAS, with a powerful fusion of the GARCH model's volatility-capturing capabilities and the MIDAS approach's ability to handle mixed-frequency data, predicts the volatility for all variables better than the traditional GARCH framework. Incorporating these two techniques provides an innovative and comprehensive approach to modelling stock returns, making it an extremely useful tool for researchers, financial analysts, and investors.

Marketing Mix and Performance of the Pharmaceutical Industry in Antiulcer Drugs (국내 병의원 시장에서의 소화성 궤양 치료제의 마케팅 요인 분석)

  • Ji, Hyon-Gyong;Kwon, Soon-Man
    • Korea Journal of Hospital Management
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    • v.5 no.1
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    • pp.24-39
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    • 2000
  • This paper aims to analyze the effects that marketing mix variables have on the marketing performance of pharmaceutical manufacturers. It examines how product characteristics, price, marketing channel and promotion effort influence the sales and market share of anti-ulcer drugs in the markets for clinics and hospitals separately. Empirical results from 29 products of anti-ulcer drugs show that sales in hospitals are affected by the profit per prescription to the physician, brand name drugs relative to generics, and the age of ingredients since its introduction to the markets. Profit per prescription to the hospital, relative price, age of ingredients and promotion effort have positive effects on the market share.

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Influencing Factors in High vs. Low Share Brand Choice

  • Kang, Yong-Soon;Moon, Sang-Kil;Suh, Jae-Beom
    • Management Science and Financial Engineering
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    • v.13 no.1
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    • pp.73-91
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    • 2007
  • We investigate factors that influence the choice of high-share brands(HSBs) vs. low-share brands(LSBs) among various product and consumer characteristics related to brand-share perceptions. Specifically, using 8 product categories varying in terms of purchase decision involvement, we show how the influencing factors vary across the categories. At the general level that cover all the 8 categories, our hierarchical Bayesian regressions analysis shows that factors that favor high-share brands are purchase decision involvement, search goods, experience goods, price-quality relationship, positive network externalities, and price-prestige beliefs. Conversely, consumers who value variety seeking and need for uniqueness favor low-share brands. The effects of these factors, however, vary across product categories. The identification of these characteristics can help brand managers establish a more effective brand-share strategy in such areas as setting an optimal market share goal, extending a brand, and developing ad copy. Furthermore, our consumer segmentation analysis demonstrates the general market has two distinct segments - (1) a segment composed of HSB buyers(86%) and (2) a segment composed of LSB buyers(14%). The two segments are also shown to have different significant factors that explain their brand choice. Our segmentation analysis can help marketers establish a marketing strategy that targets a specific segment of interest.

A Study for The Pharmaceutical Pricing Standard of the National Health Insurance in Japan (일본의 건강보험 약가 산정기준에 관한 연구)

  • Ryu, Chung-Kul
    • Korea Journal of Hospital Management
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    • v.14 no.4
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    • pp.52-70
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    • 2009
  • This study is to analyse the reimbursement prices of drugs in Japan. Japan has the world's second-largest pharmaceutical market, and the world's largest price-controlled pharmaceutical market. The reimbursement prices of new drugs in Japan are determined by confidential negotiations between the manufacturer and the Japanese Ministry of Health, Labor, and Welfare. Pharmaceuticals account for a larger share of total healthcare expenditures in Japan than in most other major pharmaceutical markets such as France, Germany, United Kingdom and United States. Prescription drugs' share of total healthcare spending has slightly increased in recent years, from 20.2% in 2000 to 21.5% in 2004, the most recent year for which data are currently available. This trend is attributable to the effect of the Japanese rapidly aging population that stimulates demand for healthcare services. There are several method of price setting for drugs as below. First, on the initial pricing of branded drugs, is the similar-efficacy pricing method and cost calculation method. Second is postmarketing price changes which are biennial price revisions under the rule of National Health Insurance. Third is the rule of the generics price. Recently, the generics market is expanded because there are increasing numbers of hospitals by DPCs(Diagnosis-procedure Combinations).

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Product Life Cycle in view of Market Risk Management (Market Risk Management 관점에서 본 Product Life Cycle)

  • Shin, On-Myung;Kim, Young-Ei
    • Journal of Distribution Science
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    • v.7 no.1
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    • pp.91-104
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    • 2009
  • The Purpose of this study is to reveal interactive relation between Product Life Cycle and Market Risk Management. PLC analyzes consumer buying behavior, volatility of price and sales at market place from the viewpoint of Marketing so that company can improve management result. This study is attempt to analyze PLC from a comprehensive and integrating angle by using MRM. In order to find out relationship between two theories, this study is an extraction of the factors that affects the management result commonly on PLC and MRM. Then, this study analyzes the factors of PLC from the viewpoint of MRM. The result shows that the factors of PLC and MRM have relation with in terms of volatility of price, trade risk and market share.

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The Optimal Timing of Markdowns: A Decision Model for Jean Market (가격인하 최적시기 연구: Jean Market을 대상으로 한 Decision Model를 중심으로)

  • 곽영식;김용준;남용식;이진화
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.5
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    • pp.606-617
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    • 2002
  • The purpose of this study is to develop a decision model that helps manufacturers and retailers determine the optimal timing of markdown in order to maximize their profit. An optimal timing decision model was developed based on three steps; conjoint measurement, scenario analysis and simulation. Data were collected from the sample of 149 out of 170 undergraduate and graduate students in Seoul in 1997. From the Jeans market, 8 brands; Levi's, lee, Guess, Calvin Klein, Pintos, Get used, MFG, and Basic, were selected as competitors for this study. In the conjoint measurement, respondents estimated the level of preference, from 1 to 100, for each item in which brand, price, style, and colors were used to explain product characteristics. Then, in order to reflect competitive situation in Jeans market, four types of scenarios were developed. In each scenario, simulations were applied to decide optimal timing of markdowns that leads to maximal profitability and sales volume. The profit was calculated based on the equation; Profit = Jean's market volume x market share of each brand - cost, where market volume was obtained by integral calculus for market utility function, and market share by logit value of part-worth from the conjoint analysis. For the purpose of the parsimony of the research, costs and the level of markdown were fixed to 30% of the regular price. In results, the optimal timing decision model identified 3 different types of brands. The brands that do not need to take markdown were Ievi's, MFG, and Basic Jeans characterized by the highest brand power and the highest price zone. The brands that needed to take early markdowns were Guess, Lee, Calvin Klein, and Get Used with the intermediate level of brand power and price. The brand that need late markdown was Pintos with the weakest brand power among the competitors and the lowest price. The optimal range of markdown remains for further research.

Issuance of Stock Dividends or Bonus Shares: A Case Study of Carlsberg Brewery Malaysia Berhad

  • BANERJEE, Arindam
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.3
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    • pp.319-326
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    • 2022
  • This study investigates the specific and conclusive reasons why a company issues bonus shares, as well as the rationale and the best timing for bonus share issuance. The study examines Carlsberg's annual reports from 1988 to 2004 to evaluate the factors that influence bonus share payments and timing. Examine supporting evidence from other businesses as well. An analysis of Carlsberg Brewery Malaysia Berhad's bonus shares granted from its inception to 2004 found that the announcement of bonus shares would increase the company's share price. As a result, the findings suggest that bonus shares are issued to correct market asymmetry. This research supports the idea that issuing bonus shares would increase the stock price, resulting in increased liquidity. Hence, companies issue bonus shares to boost their liquidity and to convey private positive information to their shareholders. This research adds to the literature by focusing on the timing and key features of bonus share issuing. It implies that dividend policy should be customized to market imperfections. As a result, dividend policies would differ significantly between organizations based on the weights each of the imperfections has on the firm and shareholders.

An Analysis on the Causal Relation Among SMP, Base-Load Share, LNG Import Price, and Exchange Rate (전력계통한계가격(SMP)과 기저발전비율, LNG도입가격, 환율 간 인과관계 분석)

  • Park, Min Hyug;Moon, Yang Taik;Park, Jung Gu
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.28 no.7
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    • pp.97-105
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    • 2014
  • This article examines the causality relationship among SMP, base-load share, LNG import price, and exchange rate in Korean power market during 2002~2012, using unit root test, cointegration test, and vector error correction model(VECM). The cointegration test shows that 4 variables without unit root have been in the long-run causality. As the results of ECM, SMP is analyzed to have been unilaterally caused from LNG import price and base-load share in the shot-run, while it has been unilaterally caused from LNG import price and exchange rate in the long-run. This article has the following policy implications: the adjustment of exchange rate to reduce he risk of LNG import price and the proper securement of base-load share for the long-run stability of SMP.

Quality, Product Quality, and Market Share Increase: A Perspective for Management Decisions

  • Ryu, Dongsu
    • International Journal of Reliability and Applications
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    • v.2 no.3
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    • pp.161-187
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    • 2001
  • Starting with the meaning of the word quality, diverse concepts connoted by the term are examined. Instead of a bathtub curve, the desirable shape of a failure rate covering the entire life of a good product, which might be called hockey-stick line, is introduced. From the hockey-stick line and the definition of reliability, two measurements are extracted. The terms reliability, failure rate, product life, and durability are explained. From the customer's standpoint, the concept of product quality is classified in five factors, according to related technology: performance, reliability, conformance to specifications, customer perception, and fundamentals advantage. The correlation of the five factors for a first-class product is discussed, Since the market share of a company is determined as the competition result of its product value, defined as product quality and price, the market share increase is derived mathematically from the increment of product value. The market share increase, $\Delta$S, can be calculated from the present market share, S, and the oriented relative value increment of new product, R, to the current product in the same company for the same market target: $\Delta$S : $\Delta$(1-S). R/(1+S.R). Finally, the importance of separating warranty cost from the profit equation for the durables is explained.

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Effect of Product Variety on Market Share (제품 다양화가 시장 점유율에 미치는 영향)

  • 이호창
    • Journal of the Korean Operations Research and Management Science Society
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    • v.29 no.1
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    • pp.101-112
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    • 2004
  • Customer satisfaction level is usually measured in terms of price, qualify, customization, after-sale-service, product variety etc. Each firm sets up a distinctive production/marketing strategy to gain competitive advantage by Prioritizing the customer satisfaction measures. The market differentiation strategy directly results in supply chain performance such as lead time, inventory, customer fill rate and market share. Product proliferation desirable in customization sense often conflicts the economies of scale effect in production side. This paper focuses the relationship between product variety and market share. Specifically, we investigate how introduction of new product affects the current market share, i.e., formation of customer preference and provide some insight into the optimal range of product variety.