Identification of key success factors of functional dairy foods product development
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key评分标准KEY(Knowledge Engineering Yield)评分标准是一种用于评估知识图谱质量的指标,主要包括以下几个方面:1. 准确性(Accuracy):知识图谱中的实体和关系是否与现实世界中的一致。
准确性是评估知识图谱质量的基础。
2. 完整性(Completeness):知识图谱是否涵盖了所有相关的实体和关系。
完整性有助于确保知识图谱能够满足用户的需求。
3. 一致性(Consistency):知识图谱中的实体和关系是否在语义上是相互一致的,不存在自相矛盾的现象。
一致性保证了知识图谱的内在逻辑性。
4. 可用性(Usability):知识图谱是否易于理解和使用。
可用性涉及知识图谱的展示和交互设计,以便用户能够更有效地利用知识图谱。
5. 逻辑性(Logicality):知识图谱中的实体和关系是否符合逻辑规则。
逻辑性有助于知识图谱在推理过程中产生更合理的结论。
6. 实时性(Real-time):知识图谱是否能够快速地更新和响应变化。
实时性是衡量知识图谱在实际应用中的实用性的重要指标。
7. 扩展性(Extensibility):知识图谱是否具备扩展新知识和关系的潜力。
扩展性决定了知识图谱的可持续发展和适应性。
8. 高效性(Efficiency):知识图谱在查询、推理和更新等方面的性能。
高效性是评估知识图谱在计算资源利用方面的表现。
9. 安全性(Security):知识图谱是否能够保护用户数据和隐私。
安全性是知识图谱在实际应用中的关键因素。
10. 可解释性(Explainability):知识图谱是否具备可解释性,以便用户和开发者能够理解其工作原理。
可解释性有助于提高知识图谱的信任度。
综合以上各个方面,KEY评分标准为知识图谱质量提供了一个全面的评估框架。
在实际应用中,可以根据具体需求和场景对这些指标进行权衡,以达到优化知识图谱质量的目的。
物流英语试题及参考答案一、选择题(每题2分,共20分)1. What does the term "LCL" stand for in logistics?A. Less than Container LoadB. Large Container LoadC. Limited Container LoadD. Local Container Load答案:A2. The process of managing the flow of goods and information involves which of the following?A. Inventory managementB. Supply chain managementC. Warehouse managementD. All of the above答案:D3. Which of the following is not a type of transportation mode?A. RoadB. RailC. AirD. Cable答案:D4. What is the abbreviation for "International Commercial Terms"?A. ICTB. ICPC. INCOTERMSD. ITC答案:C5. The term "EDI" refers to:A. Electronic Data InterchangeB. Electronic Document InterfaceC. Electronic Delivery InformationD. Electronic Distribution Interface答案:A6. Which of the following is a key factor in supply chain risk management?A. Cost reductionB. Inventory optimizationC. Supplier reliabilityD. Customer satisfaction答案:C7. The term "3PL" stands for:A. Third Party LogisticsB. Third Party LiabilityC. Third Party LoanD. Third Party Lease答案:A8. What is the role of a customs broker?A. To facilitate the import and export processB. To handle international paymentsC. To manage warehouse operationsD. To provide transportation services答案:A9. Which document is used to provide a detailed description of the goods being shipped?A. Bill of LadingB. Commercial InvoiceC. Packing ListD. Certificate of Origin答案:C10. The term "VMI" stands for:A. Vendor Managed InventoryB. Volume Management IndexC. Value Management IndicatorD. Vehicle Management Interface答案:A二、填空题(每题1分,共10分)11. The _______ is responsible for the goods until they are delivered to the consignee.答案:shipper12. In logistics, "CIF" stands for _______.答案:Cost, Insurance, and Freight13. The process of managing the movement of goods from the point of origin to the point of consumption is known as the _______.答案:supply chain14. A _______ is a person or company that arranges the transportation of goods for others.答案:freight forwarder15. The term "FOB" refers to _______.答案:Free On Board16. The _______ is a document that provides evidence of the terms of a contract for the sale of goods.答案:sales contract17. A _______ is a system that tracks and manages the flow of products and information from raw material stage to the final consumer.答案:ERP (Enterprise Resource Planning)18. The _______ is the process of managing the demand and supply of products or services.答案:demand planning19. The _______ is a document that certifies the origin ofthe goods being shipped.答案:certificate of origin20. The _______ is the process of managing the movement of goods from the warehouse to the customer.答案:distribution三、简答题(每题5分,共30分)21. Explain the difference between "FOB" and "CIF" in international trade.答案:FOB (Free On Board) is a term used when theseller's responsibility ends once the goods are loaded onto the ship, while the buyer is responsible for the transportation from that point. CIF (Cost, Insurance, and Freight) means the seller pays for the cost of the goods, insurance, and freight until they reach the port of destination, after which the buyer takes over the responsibility.22. What are the benefits of using a 3PL provider in a supply chain?答案:Benefits of using a 3PL provider include reduced capital expenditure, access to specialized logistics expertise, improved scalability and flexibility, and the ability to focus on core business activities.23. Describe the role of a bill of lading in international shipping.答案:A bill of lading serves as a contract of carriage, a receipt for the goods shipped, and a document of title. It outlines the terms and conditions of the transport, confirmsthe receipt of the goods by the carrier, and can be used as a legal document in case of disputes.24. What is the purpose of inventory management in logistics。
/中华会计网校会计人的网上家园Critical Success Factors关键成功因素ACCA P3考试:Critical Success FactorsCritical success factors (CSFs) are strongly related to the mission and strategic goals of a company because they provide the performance requirement that is fundamental for the company's success.Whereas the mission and goals focus on what is to be achieved, critical success factors identify the most important areas required to achieve goals.Advantages of Identifying CSFsThey are simple to understand.They help focus attention on major concerns.They are easy to communicate to co-workers; they are easy to monitor.They can be used in concert with strategic planning methodologies.Identifying CSFs is extremely important because it keeps people focused. Clarifying the priority order of CSFs, measuring results and rewarding superior performance will improve the odds for long-term success.Examples of CSFsPositive cash flow, revenue growth and profit margins;New customers and/or distributors;Customer satisfaction with the company's products and services;High product or service quality;New internally developed products or services that increase business among existing customers and attract new ones;Strategic relationships that bring new products or services to increase business among existing customers and attract new ones;Increasing the company's intellectual capital; that is, what the company knows to be profitable; and,Employee attraction and retention.。
KRA法KRA(Key Result Areas)称为:关键结果领域、关键绩效区、关键绩效领域等目录∙ 1 什么是KRA?∙ 2 KRA相关概念∙ 3 关键结果领域的作用∙ 4 选择关键目标领域的指导原则∙ 5 如何选择关键领域?∙ 6 关键目标领域的主要类别∙7 KRA与KPI的关系∙8 KRA管理原则[1]∙9 KRA法的优点及应用∙10 KRA法案例分析o10.1 案例一:中小企业人员管理KRA法的应用分析[2]∙11 参考文献什么是KRA?KRA(Key Result Areas)意为关键结果领域,它是为实现企业整体目标、不可或缺的、必须取得满意结果的领域,是企业关键成功要素的聚集地。
它是对组织使命、愿景与战略目标的实现起着至关重要的影响和直接贡献领域,使关键要素的集合。
杜拉克认为企业应当关注8个关键结果领域:市场地位、创新、生产率、实物及金融资产、利润、管理者的表现和培养、员工的表现和态度、公共责任感。
当然,对于具体企业来说,应根据自己的行业特点、发展阶段、内部状况等因素来合理确定自己的KRA。
关键结果领域的还可定义为:(1)工作的主要领域,即为了取得尽可能好的结果要在这些领域作出良好的成绩。
(2)工作成功的关键。
(3)目标管理的主要课题。
(4)管理人员必须取得成功结果的那些领域。
(5)在工作中不是完全成功就是彻底失败的那些领域。
(6)要取得目标阶段成功,应最优先考虑的课题所在的领域。
KRA相关概念KPA(Key Process Area )意为关键过程领域,这些关键过程域指出了企业需要集中力量改进和解决问题的过程。
同时,这些关键过程域指明了为了要达到该能力成熟度等级所需要解决的具体问题。
每个KPA都明确地列出一个或多个的目标(Goal),并且指明了一组相关联的关键实践(Key Practices)。
实施这些关键实践就能实现这个关键过程域的目标,从而达到增加过程能力的效果。
我们也可以从人力资源管理角度意为KPA(Key Performance Action)意为关键绩效行动,可以简单叫做关键行为指标,当一件任务暂时没有找到可衡量的KPI或一时难以量化的时候,可以对完成任务关键的几个分解动作进行要求,形成多个目标,对多个目标进行检查,达到考量的结果。
关键成功因素分析法(Key Successful Factors [KSF]Critical Success Factors [CSF])什么是关键成功因素分析法?关键成功因素法(key success factors,KSF)是信息系统开发规划方法之一,由1970年由哈佛大学教授William Zani提出。
关键成功因素是在探讨产业特性与企业战略之间关系时,常使用的观念,是在结合本身的特殊能力,对应环境中重要的要求条件,以获得良好的绩效。
关键成功因素法是以关键因素为依据来确定系统信息需求的一种MIS总体规划的方法。
在现行系统中,总存在着多个变量影响系统目标的实现,其中若干个因素是关键的和主要的(即成功变量)。
通过对关键成功因素的识别,找出实现目标所需的关键信息集合,从而确定系统开发的优先次序。
关键成功因素指的是对企业成功起关键作用的因素。
关键成功因素法就是通过分析找出使得企业成功的关键因素,然后再围绕这些关键因素来确定系统的需求,并进行规划。
关键成功因素的4个主要来源关键成功因素的重要性置于企业其它所有目标、策略和目的之上,寻求管理决策阶层所需的信息层级,并指出管理者应特别注意的范围。
若能掌握少数几项重要因素(一般关键成功因素有5~9 个),便能确保相当的竞争力,它是一组能力的组合。
如果企业想要持续成长,就必须对这些少数的关键领域加以管理,否则将无法达到预期的目标。
即使同一个产业中的个别企业会存在不同的关键成功因素,关键成功因素有4个主要的来源:个别产业的结构:不同产业因产业本身特质及结构不同,而有不同的关键成功因素,此因素是决定于产业本身的经营特性,该产业内的每一公司都必须注意这些因素。
竞争策略、产业中的地位及地理位置:企业的产业地位是由过去的历史与现在的竞争策略所决定,在产业中每一公司因其竞争地位的不同,而关键成功因素也会有所不同,对于由一或二家大公司主导的产业而言,领导厂商的行动常为产业内小公司带来重大的问题,所以对小公司而言,大公司竞争者的策略,可能就是其生存的竞争的关键成功因素。
1 / 1 QFD 质量屋评级准则参考公式
(一) 重要度:K (k)
● 1:不影响功能实现的需求
● 2:不影响主要功能实现的需求
● 3:比较重的影响主要功能实现的需求
● 4:重要的影响主要功能实现的需求
● 5:基本的、涉及安全的、特别重要的需求
● 重要度公式: ● 该项工程措施与m 项顾客需求相关
● h 值越大则重要度越高
(二) 关系度:R(r)
● 1:存在微弱关系
● 3:存在较弱关系
● 5:存在一般关系
● 7:存在密切关系
● 9:存在非常密切关系
(三) 市场竞争力(M)评估
● 1:无竞争力可言,产品积压,无销路。
● 2:竞争力低下,市场占有率下降
● 3:可以进入市场,但不拥有竞争优势。
● 4:在国内市场竞争中有优势
● 5:在国内市场有较大竞争优势,并可参与国际市场竞争。
占有一定市场份额 计算公式:
(四) 技术竞争力(T)评估
包括指标水平、产品设计水平、工艺水平、制造水平、测试水平。
● 1:技术水平低下
● 2:水平一般
● 3:行业先进水平
● 4:国内先进水平
● 5:国际先进水平 计算公式
(五) 权重
其中,修正系数(卖点):取值1.0、1.2、1.5
r k ij 1i j h ∑==m i ∑∑===m i m i M 1i i 1i k
k 5/M ∑∑===n
1j j j n 1j j h h 5/T T ∑=÷=n 1
i i 绝对权重绝对权重相对权重αi i i i l k 修正系数水平提高率重要度绝对权重
⨯⨯=。
KSF关键成功因素(key success factor, KSF)是产业分析时最需优先考虑的要项,也是企业管理中重要的控制变量,其能显著影响企业在产业中的竞争地位,以及竞争优势。
大部份的产业都具有三至六项的决定成功因素,如果一个公司想成功,必须掌握某些关键因素。
关键成功因素(key success factor, KSF)是产业分析时最需优先考虑的要项,也是企业管理中重要的控制变量,其能显著影响企业在产业中的竞争地位,以及竞争优势。
大部份的产业都具有三至六项的决定成功因素,如果一个公司想成功,必须掌握某些关键因素。
产业关键成功因素会随着产业特性、驱动力、企业经营目标、竞争状况、时间的变化及地域的不同而有所改变。
评估企业的行业关键成功因素可以分为四个步骤:第一、确定关键成功因素集合;第二、关键成功因素集合的筛选;第三、关键成功因素的选择与权重;第四、针对企业的关键成功因素情况进行评估,提出改进策略。
一、确定关键成功因素的集合确定企业的KSF可以从三个维度入手:外部环境、内部环境、产业经营策略。
外部环境方面,企业管理者必须时常注意企业外在环境的变化,以了解环境中的机会与威胁,使得企业能随时因应不同的环境冲击,并及时调整经营策略。
内部环境方面,内部环境在于了解企业本身的优劣势,并衡量达成目标及克服外在环境冲击的能力,作为制定经营策略的基础。
产业经营策略方面,产业经营策略主要是在规划,如何在既定的产业环境内,企业应采取何种手段或方法与其它企业竞争并取得优势。
笔者参考波特竞争五力分析框架、企业内部资源能力和波特战略框架整理出企业关键成功因素的标准因素集合,如表1所示。
表1关键成功因素的集合二、关键成功因素集合的筛选在确立关键成功因素集合的基础上,我们可以从关联度和提及度两个方面对关键成功因素进行筛选。
以行业、企业内的专家为调研对象,以面对面访谈的形式,了解行业、企业专家对行业成功因素的理解和认识(也可以调研问卷的形式,由专家根据问卷提供的关键成功因素进行选择),而后,为专家提供关键成功因素集合,由专家进行修正和补充。
/中华会计网校会计人的网上家园Critical success factors (CSFs)ACCA P5 考试:Critical success factors (CSFs)Critical success factors (CSFs) are often quoted in management literature as those areas in which an organisation needs to perform best if it is to achieve overall success. CSFs have frequently been used to help determine the requirements for executive information systems (EIS), supporting the ‘key indicator’approach to management control. A number of methods have been developed to identify these key indicators, and the CSF approach is one of the most widely used, which should be measured and monitored using EIS to help manage the strategic direction of an organisation,It is difficult and expensive to gather, store, validate and make available the various types of management information required for decision making. As such, it is important for managers and providers of information support systems to determine, in advance, what is most relevant to them.It is necessary to identify the ‘key indicators’that will help a manager to plan, manage, and control an area of responsibility. This method is based on the need for managers to focus, at any point in time, on the most significant aspects of their responsibilities. The development of an EIS, designed to support management control, is based on two main concepts:The selection of a set of key indicators of the health of the functional business area. Information will then be collected for each of these indicators.Exception reporting –the ability to make available to a manager, as required, information on only those indicators where performance differs significantly from expe cta tions.The underlying belief is that an effective control system must be tailored to the specific industry in which the organisation operates, and to the specific strategies that it has adopted. It must identify the CSFs that should receive careful and continuous management attention if the organisation is to be successful, and it must highlight performance with respect to these key variables in reports available to all levels of management.The first concept is frequently approached from the viewpoint of CSFs in that a limited number of areas are identified in which results, if they are satisfactory, will ensure successful performance. They are the few key areas, it is believed, where ‘things must go right’if the organisation is to flourish. In turn, each manager must identify the key areas that apply to them, in which results are identified as being absolutely necessary to achieve specific goals. The goals, in turn, support overall organisational goals. The genesis of this approach goes back to the history of warfare, where writers on battles have identified the successful leader as the one who concentrated his forces on the most significant areas.The current state of performance in these areas should be continually measured. Because these areas are identified as being critical, each manager should have the appropriate information that indicates whether events are proceeding sufficiently well in each area. CSFs and asso cia ted performance indicators (PIs) can play a central role in this.。
关键成功因素分析法(Key Successful Factors [KSF]Critical Success Factors [CSF])什么是关键成功因素分析法?关键成功因素法(key success factors,KSF)是信息系统开发规划方法之一,由1970年由哈佛大学教授William Zani提出。
关键成功因素是在探讨产业特性与企业战略之间关系时,常使用的观念,是在结合本身的特殊能力,对应环境中重要的要求条件,以获得良好的绩效。
关键成功因素法是以关键因素为依据来确定系统信息需求的一种MIS总体规划的方法。
在现行系统中,总存在着多个变量影响系统目标的实现,其中若干个因素是关键的和主要的(即成功变量)。
通过对关键成功因素的识别,找出实现目标所需的关键信息集合,从而确定系统开发的优先次序。
关键成功因素指的是对企业成功起关键作用的因素。
关键成功因素法就是通过分析找出使得企业成功的关键因素,然后再围绕这些关键因素来确定系统的需求,并进行规划。
关键成功因素的4个主要来源关键成功因素的重要性置于企业其它所有目标、策略和目的之上,寻求管理决策阶层所需的信息层级,并指出管理者应特别注意的范围。
若能掌握少数几项重要因素(一般关键成功因素有5~9 个),便能确保相当的竞争力,它是一组能力的组合。
如果企业想要持续成长,就必须对这些少数的关键领域加以管理,否则将无法达到预期的目标。
即使同一个产业中的个别企业会存在不同的关键成功因素,关键成功因素有4个主要的来源:个别产业的结构:不同产业因产业本身特质及结构不同,而有不同的关键成功因素,此因素是决定于产业本身的经营特性,该产业内的每一公司都必须注意这些因素。
竞争策略、产业中的地位及地理位置:企业的产业地位是由过去的历史与现在的竞争策略所决定,在产业中每一公司因其竞争地位的不同,而关键成功因素也会有所不同,对于由一或二家大公司主导的产业而言,领导厂商的行动常为产业内小公司带来重大的问题,所以对小公司而言,大公司竞争者的策略,可能就是其生存的竞争的关键成功因素。
Identification of key success factors of functional dairy foods product developmentMikaela Bistro m and Katrina Nordstro m*Laboratory of Biochemistry and Microbiology,Department of Chemical Technology,Helsinki University of Technology,PO Box 6100,FIN-02015HUT,Finland (tel.:+358-9-451-2549;fax:+358-9-462-373.;e-mails:mikaela.bistrom@hut.fi;katrina.nordstrom@hut.fi)The present study elucidates key success factors influencing the product development of functional dairy foods and examines if the studied products can be categorized as potential breakthrough products primarily in a domestic market.General conclusions are also made with reference to functional foods development in the international set-ting.Three functional dairy foods were studied with specific emphasis on the key success factors influencing length and timing of individual product development phases on the total length of product development.Key factors which were identified as being the most critical were (1)the spe-cificity and action mechanism of the added health benefit of the final product,(2)the range of new product or process alternatives,(3)the selection of the consumer target group and,(4)legal and marketing issues.#2002Elsevier Science Ltd.All rights reserved.Keywords:Functional foods;Food product development;Development process;Breakthrough product;Key factors;Dairy industryIntroductionThe development of functional foods is currently one of the most intensive areas of food product development worldwide.The global functional food markets are roughly estimated to be between $10billion and $40billion with an annual increase of about 8%(Anony-mous,1998;Challener,2000).Interest in functional foods has been prompted by a rapid expansion of sci-entific knowledge of the importance of a healthy diet,technical advances in the food industry,increased con-sumer demands for health promoting food products as well as predictions for an aging population and increas-ing health care costs (Challener,2000;Hasler,1996;Mirasol,1999).Functional foods have been defined as foods that provide an additional physiological benefit that may prevent disease or promote health and well-being (Hasler,1996;Stauffer,1999).Functionality may be an inherent quality of the food raw material or a feature introduced by innovative new processing tech-nologies or by the addition of health promoting food ingredients or probiotic micro-organisms to the food matrix.The food industry is currently striving to offer such functional new products to the rapidly growing markets.This poses major challenges for product development where the ability to recognize key factors of a breakthrough product becomes essential.Breakthroughs have been defined in many industries as products,which provide a company with greater profits and a longer-lasting competitive advantage in the marketplace in comparison to minor product developments or line extensions (Samli &Weber,2000;Utterback,1994).Afundamental characteristic of break-through products is their ability to meet consumer needs,providing added value and benefit for the con-sumer.In addition,breakthroughs have been defined as products,which may expand or redefine a product category being distinct from existing portfolios.Inter-estingly,although such products may offer specific advantages over existing products both for the con-sumer as well as for the developer,consumer acceptance of such products is often slower than would be expected (Samli &Weber,2000;Utterback,1994).Thus life-cycles of breakthrough products are typically longer than those of line extensions.Consequently,the devel-opment of a breakthrough requires an intricate combi-nation of technological expertise and an awareness of0924-2244/02/$-see front matter #2002Elsevier Science Ltd.All rights reserved.PII:S0924-2244(02)00187-5Trends in Food Science &Technology 13(2002)372–379Viewpoint*Corresponding author.the not so obvious market needs.It may thus be sug-gested that also the current technology push for func-tional food development must optimally target the market pull for such breakthrough products.The present study elucidates key success factors influ-encing the completion and time frames of selected examples of functional food product development in the Finnish dairy industry primarily during1990–2000. Arguments are presented as to certain key success fac-tors related to the functionality of the product concept. These factors are interpreted as influencing the speed and success of product development of functional dairy foods.Results are presented primarily from a domestic point of view.Study design and methodologyThe product development processes of the three functional dairy food products,Gefilus,Evolus and the lactose-free milk(LFM)of Valio Ltd.,Finland,were studied.The aim was to conduct a comparative content analysis,i.e.a cross case analysis,of key success factors of the innovation activities and the development pro-cesses of functional dairy foods.The theme interview methodology of Hirsja rvi(1988) was used with minor modifications.This is a semi-structured interview method,consisting of selected, well-defined themes.Questions are not detailed nor are the questions ranked,i.e.the interviewee is not directed by specific questions but will be allowed to express opi-nions and viewpoints with reference to the themes.The answers will therefore be more personal,objective and intuitive.Three themes were used:(1)the product idea and product concept,(2)product research and develop-ment,and(3)marketing and regulatory affairs.The study was conducted and research data collected by interviewing company experts at Valio Ltd.These were individuals from the research and development division of the organization closely involved with pro-duct development of these three products during1985–2001.All interviewees had a comprehensive knowledge of the product concept itself,the progression of the development process,and other organizational issues inherent to the development of the products.As only few individuals had such knowledge spanning over at least10years,only two company experts were inter-viewed for each case by using the theme interview.On the other hand,by asking exactly the same questions, the reliability of the data could be tested.Additional data was gathered from company publications and other relevant literature.Gefilus,Evolus and LFM represent recent trends in the functional dairy foods market in Finland.The functionality is incorporated into Gefilus products by using a Lactobacillus GG strain and the functionality of the strain refers to the probiotic effects of the organism (Saxelin,1999).The Evolus products,on the other hand,contain bioactive peptides,which are reported to reduce high blood pressure(Korpela&Seppo,2000; Nurminen&Sipola,2000).Astrain of Lactobacillus helveticus produces these functional short peptides by enzymatic cleavage of milk protein.The third example, the LFM,is based on a new chromatographic method for removal of lactose,which does not affect the natural taste of milk.This pleasant,unaltered taste of the milk undoubtedly adds a very important organoleptic quality to the milk.However,as this study will focus specifically on product functionality,i.e.the health benefit,the added value of the taste of the product will not be dis-cussed further.LFM is targeted for individuals suffering from lactose intolerance who are unable to consume traditional or even low lactose milk products.Thus the health promoting functional benefit is linked to the prevention of symptoms or a disorder.The study consists of three sections.In thefirst sec-tion,the product development processes of Gefilus, Evolus and LFM are described and divided into specific phases.The structures of the separate phases and the duration of each phase are analysed,and based on these analyses a set of key success factors for product devel-opment of these functional dairy foods are formulated. In the second section,the impact of the most important and critical key success factors on the timeframes and outcomes of the three development processes are exam-ined with reference to the functional product concept as whole.Finally,in the third section,the definition and identification of a breakthrough product concept among functional dairy foods is discussed.In the present com-munication,the main focus will be on the functional feature of the product concept and less attention will be paid to critical success factors as defined in the business and management literature(Cooper,1994;Cooper& Kleinschmidt,1996;Gupta&Souder,1998;Lester, 1998;Meyer&Purser,1993;Slade,1992).Without underrating the importance of issues such as develop-ment tools,organizational and complementary assets,it was imperative that the scope of the study would remain well focused.Some limitationsThere are certain built-in limitations to the present study,which should be noted.First,the scope of the study is somewhat narrow,and more detailedfigures on sales,market volumes,etc.may have brought further insight into the results of the study.However,as Evolus and LFM were just about launched at the time of the study,no suchfigures were available for publication. Second,the Finnish dairy foods industry enjoyed a relatively protected market situation up to1995,when Finland became a member of the EU.This undoubtedly led to changes in the industry infrastructure and also reflected on organizational changes within the company itself.Such changes have undoubtedly influenced theM.Bistro¨m and K.Nordstro¨m/Trends in Food Science&Technology13(2002)372–379373development of the three products studied.Third,con-sumer awareness of the health benefits offered by func-tional food products has certainly increased from the early1990s,which has created an increasingly favour-able market for these products.In view of these limita-tions,and perhaps some not identified above,all conclusions will be made within the scope,aims and methodology of the present study.Structure of product development processesThe literature on new product development is vast and many approaches have been made to divide product development into specific phases(Cooper,1990;Cohen, Kamienski,&Espino1998).In the present study afive phase system was chosen to facilitate the analyses of the different activities within the functional dairy food development processes.Accordingly,we defined the product development processes of Gefilus,Evolus and LFM as consisting of following separate phases:(1)idea generation,(2)basic research,(3)development of the final product concept,(4)clinical testing of thefinal product and(5)marketing activities and product launch (Fig.1).It is to be noted that the basic research phase of Gefilus and Evolus refers to the research on the phy-siology of lactic acid bacteria and the selection of sui-table raw materials,k,fruitjuice,etc.However, for the LFM this phase refers to development of the methodology used for lactose removal.Furthermore, development of thefinal product concept phase refers to formulating thefinal product concept in research laboratories and/orfinalizing the large-scale processing of the product.An examination of the structures of the product development processes shows that the Evolus-project was executed within the shortest time frame and the Evolus product development process was distinct from those of the Gefilus-and LFM-projects(Fig.1).The cross-functional activities in the Evolus-project is seen as an overlapping of each phase which evidently spee-ded time to market.The duration of the research and development phases in the Evolus-project was clearly shorter than in the two other projects.On the other hand,although the testing phase of Evolus was equiva-lent to that of Gefilus,the early timing of the testing phase in the Evolus-project is distinct.Most notably, the efforts put into marketing and testing from the very start of the Evolus-project resulted in a shortening of the total amount of time spent on this project.Thus Evolus exemplifies a product concept in which the idea has met marketing at an early stage.Hence,it can be concluded that the structure of the Evolus development process as a whole is in accordance with Takeuchi and Nonaka’s(1986)rugby type approach to R&D.The compact and overlapping pattern of product development phases discussed earlier for Evolus was, however,not as evident in the development processes of the other two products.The marketing phase of Gefilus and LFM were relatively short run events in the total share of the development cycles,whereas the duration of the basic research phases were substantially pro-longed when compared to that of Evolus.The Gefilus project did show some overlapping of individual phases (Fig.1),but there were problems with reference to prompt implementation of the phases and to the dura-tion of individual phases.Consequently,the Gefilus project suffered from a late participation by marketing. Although,not evident from Fig.1,it was difficult for the company to allocate sufficient attention to the mar-keting of Gefilus.In1990,there was no previous experience on marketing strategies of functional dairy foods in Finland,or even abroad.In addition,as can be seen in Fig.1,the research and development phases were rather lengthy and reflects the hurdles faced by R&D with novel product concepts.The ladder-like pat-tern of Gefilus(Fig.1)also indicates that each step was initiated and taken in turn.Thus each phase became an isolated procedure or an individual project not con-nected to the process development as a whole.Similarly in the case of LFM,there was only modest overlap between thefive product development phases.It is evi-dent that each individual phase of the LFM-project resembled that of Gefilus in representing in fact a sepa-rate research project.These separate projects spanned also vertically across product development rather than becoming integrated into eachother and progressing as a continuous process.Functionality and production technologies influence product developmentAs shown earlier,the structure of the three product development processes as well as in the timing of the separate phases differs.This raises the possibility that product development may depend on inherent features of the functionality incorporated into the dairy product as well as on the production technologies.Thus the effect of these features on the time frame of product development can be considered in more detail.The definite action mechanism of blood pressure lowering functionality of Evolus is attained by blending the active bacterial strain to chosen dairy raw materials. The functionality of Gefilus,on the other hand,is due to the probiotic effects of the added Lactobacillus GG, which is documented to have a positive effect on the gastrointestinal tract(Saxelin,1999).Thus,the action mechanism and functionality of Gefilus is more diffusely defined than that of Evolus.Consequently,we suggest that this less defined health effect may have influenced the development process of Gefilus by delaying the onset and prolonging the execution of the clinical test-ing phase considerably.Furthermore,the product development of Gefilus was based onfinding new and innovative production technologies,which may also374M.Bistro¨m and K.Nordstro¨m/Trends in Food Science&Technology13(2002)372–379have contributed to the lengthy development process.This was most probably due to the fact that Gefilus was a pioneering product in the functional foods sector in 1990in Finland and was based on a new technology of combining a probiotic organism with an organolepti-cally acceptable dairy food matrix.LFM on the other hand,may be argued to represent a health maintaining product for a selected market segment.This product contains no added health promoting substance or quantifiable entity as such.The functionality of LFM is based on a new production technology,where the aim is to optimize different process variables to accomplish a functional and pleasant tasting end product.Some conclusions may be drawn on the earlier dis-cussion on the effects of functionality on product devel-opment.First,much of the focus during product development of both Gefilus and LFM needed to bedesignated to finding innovative solutions at the basic research and development phases before moving onto the next phase of the development cycle.Second,the earlier arguments suggest that a less well defined func-tional action mechanism as seen with Gefilus,or func-tionality based mainly on perfection of a new production technology,exemplified by LFM,may partly contribute to an extended step-by-step develop-ment process.Technology push functionality may evolve into a market accepted food conceptAt the beginning of the product development of Gefilus and LFM,the functional foods era was still in its infancy in Finland.When Gefilus was launched in 1990it was the first product in Finland bringing a health promoting feature to foods.Thus Gefilus asaFig.1.The timeframes of the three functional dairy product development processes and of the separate stages within thedevelopment processes.M.Bistro ¨m and K.Nordstro ¨m /Trends in Food Science &Technology 13(2002)372–379375concept initiated the functionality and health foods era in the Finnish food industry.Furthermore,both Gefilus and LFM,of which the latter was launched several years after Gefilus in year2001,represented new and unique product concepts and manufacturing technolo-gies respectively at the time of initial product launch. However,not one of these features or technologies were expected by or familiar to dairy markets or could con-sumers have requested such features or technologies in advance.Therefore,it may be argued that both Gefilus and LFM represent technology push products as has been defined by Samli and Weber(2000)for other industries.Evolus,on the other hand,exemplifies a somewhat different product.At the time Evolus was developed and when it appeared on the Finnish dairy food market in 2000,Gefilus and other functional food products had already introduced domestic markets and the consumers to the idea of the health promoting benefits of func-tional foods.Therefore,a certain market acceptance of the functional food concept in general existed amongst the consumers.On the other hand,there was no prior demand,i.e.no definite market pull,for a functional dairy product such as Evolus with blood pressure low-ering specific activity.Consumers could not have been aware of such a technological possibility.Thus Evolus may be argued to represent a product that combines technology push functional activity with a market acceptedfinal product concept.Acombination of such features made a speedy development process possible, where the aim was to get the product out on the domestic market while no competing dairy products with similar functionality existed.The earlier arguments lead us to draw some general conclusions on the structure and time frame of product development of functional dairy foods such as those used as examples presently.We suggest that,(1)devel-opment of functional dairy foods,which are distinctly technology-push products such as Gefilus and LFM, must be combined with marketing at very early phases of development.This could reduce the risk of step-by-step product development,which otherwise could result in significant time delays and possibly even in loss of focus.On the other hand,(2)a defined functional action mechanism is a distinct advantage in speeding-up the total development process.Focusing on the function-ality of the desired dairy product will carry the initial idea across all phases of development.Furthermore,if a product with such definite functionality is built on a previously established concept,even new technologies will be met by a certain market acceptance.Finally, (3)for functional dairy foods to become truly mar-ket-pull type of products,it is necessary to increase consumer awareness of the many technological oppor-tunities available in future functional foods product development.Key success factors of functional foods product developmentIn order to develop a deeper insight into the product development processes presented earlier,factors specifi-cally affecting the timeframe and labor intensiveness of each project were further evaluated.The main focus was on the key features of functionality.The data gathered by the interviews allowed for the identification of cer-tain key success factors with reference to the functional feature of the dairy product.These were:(1)the added value to the consumer or the developer,(2)the possibi-lity for further product applications,(3)the selection of consumer target group and(4)the legal issues(Table1). The influence of these key factors was evaluated with a ranking scale of positive impact,no impact,and nega-tive impact.By using this method of ranking,Gefilus and Evolus both gainedfive positive impact points respectively.These two products differed in two differ-ent aspects,which can be further examined.The added value brought by Gefilus was primarily in the knowhow it contributed to the company,paving the way for other national functional dairy foods,such as Evolus among others(Table1).In addition to the organizational advantages,i.e.the knowhow and com-petitive advantage,the added value of Evolus was strongly connected to the specific health promoting benefit for the municating the func-tional benefit to the consumers as well as to all the team members of the project was consequently easier com-pared to that of Gefilus.Furthermore,although both products offered many possibilities for alternative pro-duct applications,Evolus targeted a well defined con-sumer group whereas Gefilus offered benefits to all consumers.Turning the attention to the negative impact scores of the development process of Gefilus and Evolus shows that both scored one negative impact point.In both product development processes these were due to food legislation,which posed restrictions on the domestic marketing actions with reference to health claims.In the case of Evolus,these issues were solved whilst the pro-ject was ongoing and regulatory aspects had therefore no major impact on the total timeframe of the develop-ment process.However,as Gefilus was a forerunner in thefield,it confronted many unexpected restrictions. Conforming to these regulatory requirements influenced the time frame of the development process by prolong-ing the marketing phase distinctively(Fig.1).Impact scores of LFM resembled those of Evolus in many aspects(Table1).Specifically,the added value for the company with the LFM development process was the increase in knowhow of a new production technol-ogy,i.e.the production of pleasant tasting lactose-free milk.The convenience for the consumers brought by LFM was due to the prevention of the symptoms of lactose intolerance,without changing the taste of milk.376M.Bistro¨m and K.Nordstro¨m/Trends in Food Science&Technology13(2002)372–379On the other hand,with reference to regulatory issues and marketing,also LFM and the new production technology confronted problems.Consequently,pro-duct launch was delayed by approximately two years. However,the new and innovative production technol-ogy of LFM does offer numerous possibilities for use in many different product applications.An extension beyond the niche-market of lactose intolerants is cer-tainly possible.On the other hand,as the processing technology of LFM is rather expensive this might not be profitable.More specifically,if the lactose free end pro-duct is to be modified further by,for example,adding flavors or to produce yoghurts,the added value of the pleasant taste of LFM may be masked by otherfla-vours.Such further developments thus remain to be seen.Breakthrough products in functional foodsIn order to examine if Gefilus,Evolus and LFM can be considered to be breakthrough products in the Fin-nish functional dairy foods sector,the definitions of breakthrough and line extension products of Samli and Weber(2000),were used as references(Table2).By using this method of evaluation,Gefilus may be inevi-tably argued to represent a breakthrough product con-cept.Gefilus fulfills all the features typical for breakthrough products at the time of development and product launch(Table2).However,with reference to Evolus and LFM,the definition of a breakthrough is not as clear(Table2).Evidently,many of the definitions for a breakthrough apply both to Evolus and LFM but these products also possessed faster speed to market combined with an impression of lesser risk to the man-agement during the development processes.With refer-ence to new product development in general(Samli& Weber,2000),the latter criteria are more typical of line extensions.For Evolus the speedy development was very evident.However,with LFM the speed to market was not in reality very fast but the product concept and the underlying rather straightforward technology did offer possibilities for speedy development.Moreover,as Evolus and LFM were launched several years after Gefilus,they satisfied an already existing or emerging consumer trend.Gefilus had also already confronted and resolved the challenges brought on by regulatory issues concerning health claims of functional dairy foods in marketing.Thus this was not or should not have been an issue at the time of development and launch of Evolus and LFM.In a previous communication on the emergence of new probiotic functional foods,we have shown that the Gefilus product concept may also be regarded to repre-sent a dominant design in the functional foods market in Finland(Nordstrom&Bistrom,2002).Such a pro-duct may be defined within a product class as the one which wins the allegiance of the marketplace and the one that competitors and innovators must adhere to if they hope to command significant market following (Abernathy&Utterback,1978;Anderson&Tushman, 1990).Furthermore,according to Utterback(1994) dominant designs usually have the power to create new industry standards.Gefilus emerged as a new product concept innovation during the years1987–1990.After launch,this product concept gradually established a new standard of health promoting products in the Fin-nish food sector,which may be called a platform of functionality in Finnish dairy products.Furthermore, Gefilus as a dominant design,created a platform for a product concept from which several processing alter-natives or precursors of functional product designs appeared.Consequently,based on the present data,we suggest that Evolus and LFM have evolved fromthis M.Bistro¨m and K.Nordstro¨m/Trends in Food Science&Technology13(2002)372–379377functionality platform.There is no doubt that the tech-nologies used to attain functionality for Evolus and LFM are different from that of Gefilus,but as health promoting dairy products they may be argued to have evolved from the Gefilus platform.The most valuable contribution of this platform was in providing the underlying knowledge on production,marketing and legal issues of functional dairy foods.Hence the few similarities to line extension products,found in both Evolus and LFM,are due to the benefits gained by exploiting the platform established by the Gefilus pro-duct development process.As Evolus and LFM both contained new and unique functional characteristics it may further be argued that these products can also be considered as breakthrough dairy product concepts in their own category.Discussion on future developmentsWe have previously proposed that the market pres-sure for functional foods is established by the perceived value of health promoting products to the consumers (Nordstrom&Bistrom,2002).As consumer awareness of functional foods increases there will be more pressure for developers to bring new products with new func-tional features onto the markets.According to the data of the present study,we further suggest that Evolus, LFM and Gefilus can all be defined as representatives of first generation functional dairy food products within the Finnish dairy industry.All three products add new attributes of value to functional dairy food products. The diversification of thefirst generation product con-cepts and in time,the possible conversion of these fea-tures into‘must be’everyday products may also give rise to a second generation of dairy products.Therefore, the domestic market acceptance offirst generation functional food products will lay a foundation for possible second generation products to emerge.Pressure for second generation products may result in an increased demand for products with increased perfor-mance,which entails more specific,more noticeable, and perhaps even more fast-acting features of function-ality.Furthermore,as switching costs of consumers may decrease as market pressure increases,it may be postu-lated that consumers may also become more willing to switch to completely new and different product alter-natives.Such products may be,for example,novel foods,nutraceuticals or other products which currently are categorized as medicines,but which may enter the markets of health promoting foods in the future.New product alternatives and technologies can be developed and introduced from any industry,the pharmaceutical industry being the most probable one. Consequently,the functional foods sector may become crowded with new players,encouraged by a lowering of the barriers to entry,which in the case of functional foods,correlates with the eagerness of con-sumers to accept new products and processing technol-ogies.Therefore,the possibility and risk that second generation products evolve mere as line extensions of thefirst generation product concepts should be carefully evaluated with reference to possible competition from outside the food industry itself.For the functional foods sector to remain within the food industry,developers should focus on initiating a new era of second genera-tion products within the food industry itself. ConclusionKey success factors of new functional dairy foods development in the Finnish dairy industry have been identified in the present study.Speedy development of functional dairy foods requires focus on the added health benefit to the consumer,the range of newappli-378M.Bistro¨m and K.Nordstro¨m/Trends in Food Science&Technology13(2002)372–379。