{"title":"基于效用的扩散模型在数码相机案例中的应用","authors":"Yair Orbach, G. Fruchter","doi":"10.2202/1546-5616.1105","DOIUrl":null,"url":null,"abstract":"We present a model that deals with the challenge of forecasting market acceptance and technology evolution along the product lifecycle, pre-launch. Market growth is driven by product's utility increase due to technology evolution, while firms' product improvements strategies are motivated by market growth and directed by market preferences. The interdependency between utility increase and market growth makes the problem inherently dynamic. To find the dependency of utility increase on market growth, we conduct an industry and technology analysis that follows industry financial policies, innovation orientation, industry players' inter-relations and technologic capabilities. For relating market preferences and purchase intentions to product's utility, we use data collected by a conjoint study. The ability to collect and interpret data about both demand and supply aspects, before the product is introduced, leads to a pre-launch forecasting. The evolution of the cumulative adoption level over time, as a result of the technology evolution, and vice versa, is based on both customer purchase decision processes and firms responses. We demonstrate the applicability of the model on the digital camera market.","PeriodicalId":35829,"journal":{"name":"Review of Marketing Science","volume":"8 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2010-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.2202/1546-5616.1105","citationCount":"4","resultStr":"{\"title\":\"A Utility-Based Diffusion Model Applied to the Digital Camera Case\",\"authors\":\"Yair Orbach, G. Fruchter\",\"doi\":\"10.2202/1546-5616.1105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a model that deals with the challenge of forecasting market acceptance and technology evolution along the product lifecycle, pre-launch. Market growth is driven by product's utility increase due to technology evolution, while firms' product improvements strategies are motivated by market growth and directed by market preferences. The interdependency between utility increase and market growth makes the problem inherently dynamic. To find the dependency of utility increase on market growth, we conduct an industry and technology analysis that follows industry financial policies, innovation orientation, industry players' inter-relations and technologic capabilities. For relating market preferences and purchase intentions to product's utility, we use data collected by a conjoint study. The ability to collect and interpret data about both demand and supply aspects, before the product is introduced, leads to a pre-launch forecasting. The evolution of the cumulative adoption level over time, as a result of the technology evolution, and vice versa, is based on both customer purchase decision processes and firms responses. We demonstrate the applicability of the model on the digital camera market.\",\"PeriodicalId\":35829,\"journal\":{\"name\":\"Review of Marketing Science\",\"volume\":\"8 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.2202/1546-5616.1105\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Review of Marketing Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2202/1546-5616.1105\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Business, Management and Accounting\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Review of Marketing Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2202/1546-5616.1105","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Business, Management and Accounting","Score":null,"Total":0}
A Utility-Based Diffusion Model Applied to the Digital Camera Case
We present a model that deals with the challenge of forecasting market acceptance and technology evolution along the product lifecycle, pre-launch. Market growth is driven by product's utility increase due to technology evolution, while firms' product improvements strategies are motivated by market growth and directed by market preferences. The interdependency between utility increase and market growth makes the problem inherently dynamic. To find the dependency of utility increase on market growth, we conduct an industry and technology analysis that follows industry financial policies, innovation orientation, industry players' inter-relations and technologic capabilities. For relating market preferences and purchase intentions to product's utility, we use data collected by a conjoint study. The ability to collect and interpret data about both demand and supply aspects, before the product is introduced, leads to a pre-launch forecasting. The evolution of the cumulative adoption level over time, as a result of the technology evolution, and vice versa, is based on both customer purchase decision processes and firms responses. We demonstrate the applicability of the model on the digital camera market.
期刊介绍:
The Review of Marketing Science (ROMS) is a peer-reviewed electronic-only journal whose mission is twofold: wide and rapid dissemination of the latest research in marketing, and one-stop review of important marketing research across the field, past and present. Unlike most marketing journals, ROMS is able to publish peer-reviewed articles immediately thanks to its electronic format. Electronic publication is designed to ensure speedy publication. It works in a very novel and simple way. An issue of ROMS opens and then closes after a year. All papers accepted during the year are part of the issue, and appear as soon as they are accepted. Combined with the rapid peer review process, this makes for quick dissemination.