工業4.0目前僅注重在生產管理層面等原因型資訊之即時取得，但僅透過原因型資訊，往往不足以構成良好之決策。原因型資訊僅是因果關係中之因，例如：品質、時間、產能等。而良好之決策應該建構於完整之資訊，也就是同時獲得原因型與結果型之資訊，便能以較為全面之觀點評估，進而做出有效之決策。此所稱之結果型資訊為原因型資訊之成本。 　　因此，本研究以管理議題作為工業4.0與作業價值管理結合之方式，並擬定各管理議題之資訊，使工業4.0下之公司能夠即時獲得原因型與結果型之整合性資訊，以利其即時作出良好之管理決策。 / Industry 4.0 only puts emphasis on acquiring real-time cause information, which is the cause of the causality, e.g., quality, time, and capacity. However, the cause information is not sufficient for the managers to make good decisions. By obtaining complete information, i.e., cause and effect information, the decision-makers would have a comprehensive perspective to evaluate the situation and then make effective decisions. Therefore, this study adopts management issues to integrate Industry 4.0 and AVM, and defines information for a variety of management issues for the Industry 4.0 companies to access the complete information to make a better management decision immediately.

目前經濟的主軸環繞著三大趨勢：通聯資訊科技，貿易的全球化與知識經濟運轉。資訊決定議價能力，全球化使競爭更加激烈，「微利」為成熟產業的普遍現象。「模式創新」成為企業永續經營的惟一途徑。 利豐貿易，成立於1906年，一家歷經三代家族經營的代辦採買貿易公司，在80年代，歷經組織重組與營業模式的創新，發展成為目前旗下擁有香港最大的出口貿易公司，市值達數百億港元的大貿易商利豐貿易（0494）與經營供應鏈整合的利豐經銷與零售業（ｏｋ便利店與玩具反斗城）之利豐零售。 “利豐貿易”的發展與管理備受各界關注，《哈佛商業評論》主編瓊安．瑪格瑞塔（Joan Magretta）於編選《新經濟時代管理大師觀點》（Managing in the New Economy）時，將其與“戴爾電腦”（Dell Computer）並列為最佳觀念實踐的公司。 “利豐貿易”透過解構價值鏈與現代網路資訊科技的運用，將危機化為轉機，首創「分散式生產」模式，從其全球供應網絡中，找出最符合客戶需求的解決方案。此模式後來廣為其同業所採用，且有愈來愈多的大型製造業亦開始 採用此種作業模式。 本研究為探討性研究，透過學術界（主要為哈佛大學）對個案公司的訪談與案例 資料的研讀與整理、個案公司資料的收集與整理，歸納研究在目前這個被稱為新（資訊）經濟環境下，一個經營傳統產業的企業如何透過供應鏈的創新與現代化的管理，實現其價值訴求使企業營收成長並持續獲利倍增。 / The mainstream of the world economy currently are: Net Communication Technology, Trade Globalization and Knowledge Econolmy. Information decided the power of bargaining, globalization makes competition tougher than before, "No profit" or "tiny" profit becomes the general situation for any mutual industry, "remodelize your business type"is the only way for your enterprise's survival. Li & Fung Ltd. formed in 1906, after serveral restucture and remodeling,in the age of 80, becomes the largest trading company of HK, listed in HK exchange market (code 0494) with value more than billions of HK$, the family also own Li & Fung Retailing and Li & Fung distribution. The management and development of "Li & Fung Ltd" were eyecatching by different people, Joan Magretta, the editor of "Harvard Business Review" has classified it together with "Dell corporation" as the best practice company in her " Managing in the New Economy" "Li & Fung Ltd" by using modern information technology to destructure their value chain, turn their weakness to strength, initial "loose coupled control" manufacuring model, to provide theit customer best solution from their world wide supplier network. The supply model suddenly becomes the general model for the industry, and more and more large manufacture adopt such model. This report is a reasearch study, through reading papers, company's inforamtion and interviewed some peer companies to conclude that how a traditional company to make themself so successful in the "New Economy" environment and what can we learn from it.

作業價值管理系統（Activity Value Management , AVM）是以作業基礎成本 制為核心，並與價值管理系統作整合，發展出企業進行管理決策時所需之資訊， 藉此提升企業的決策精準度與品質，而在管理會計領域，鮮少有文獻針對作業價 值管理系統與顧客關係管理的實務結合作說明，再加上目前大數據管理之趨勢， 顯示出以資訊導向作管理決策之重要性，因此，本研究進行個案研究，為作業價 值管理系統（Activity Value Management , AVM）與顧客關係管理的結合-以巨 量資料分析所遇到之問題，提出解決方案，且針對未來巨量資料管理能力提出建 議走向，而本研究結論簡述如下： 一、 運用 AVM 所產出之作業成本資訊，將之區分為顧客服務四大屬性，並經 由開發、處理訂單、售後服務以及行政等四項屬性，評估個案公司的作業流 程是否有成本高耗的情形，並提出改善計畫，再造個案公司之顧客服務管理 流程。 二、 以 AVM 所產出之客戶損益資訊，進行個案公司的顧客區隔政策，將外 部資料納入，兼以內部資料，找出虧損的客戶問題根源與解決之道，並強化 個案公司針對表現優良之客戶，設立員工表揚之制度，並提出進一步優化顧 客關係經營的方案，使顧客關係管理的品質提升。 三、 個案公司的通路別種類繁多，因此，為補足顧客關係管理中其通路管理 的不足，本研究建議以 AVM 產出之資訊，設計通路別客戶損益的表單，使管 理者以通路別分類進行顧客經營時，能一目了然，增加管理效率，強化 AVM 與顧客關係管理之密合程度 四、 AVM 所提供的內部資訊繁多，且能有效整合各部門的資訊，以「作業」 為細胞，使各部門間的溝通語言一致化，因此，為推行良好的巨量資料顧客 關係管理，則需從 AVM 所產出的歷史資訊分析為基礎，評估個案公司所需的 外部資料，並為未來巨量資料顧客關係管理模型之建置奠基 / Activity Value Management, which is the integration of the activity-based costing and value management, provides the information which the companies need when making business policy or strategy and improves the quality and the accuracy of decision making. In the field of management accounting, few papers discuss the integration of the activity value management and customer relationship management as well as its cases in practice. Also, big data becomes a trend and shows the importance of the data-driven decision management. Therefore, the thesis is a case study which focuses on the integration of the integration of the activity value management and customer relationship management, analyzes the problem of big data and provides the possible solutions. Besides, based on the case study, the thesis also suggests the better policy concerning big data management. And there are four main points below： 1. Through using the activity-based costing information yielded by AVM, one Taiwanese food manufacturer, the case study of the thesis, can divide their customer services costs into four attributes, which are R&D, processing order, post-sale service and administration and evaluate the cost efficiency of their procedures by these four attributes so it can revise or renew their procedures accordingly. 2. Through using the customer profitability yielded by AVM, the company can conduct their own customer segmentation, collect the related external data to find the real reason why customers bring more money or less and provide better solutions to solve the problem and strengthen the relationship with good customers. 3. Because of a variety of the channels, the thesis suggests that the company should take advantage of the information from AVM and design the customer profit form to help analyze the customers from different channels and gain the management efficiency. 4. AVM provides lots of information, use “activity” as a cell to connect different departments and integrate all information from them. Therefore, based on the historical information yielded by AVM, the company can source the connected external data, analyze the relationship between customer and the information and will develop the big data customer profitability model in the future.

作業基礎成本制度（Activity-Based Costing, ABC）為現行管理會計制度中，為較多企業所採用之制度，吳安妮教授在經過多年理論與實務之研究後，將ABC制度IT系統商品化，並與許多不同的制度整合為一體，命名為「作業價值管理系統（Activitiy Value Management System,AVMS）」，藉由作業價值管理能提供管理階層正確、即時、攸關之資訊，並協助其做出較適當之管理決策。 　　大數據（Big Data）被許多產業所使用，藉由歷史資料與未來預測，開創了新市場與新商業模式，而大數據也結合了許多制度，例如工業4.0、物聯網等，但卻沒有與管理會計相結合之研究，本研究藉由作業價值管理與產能管理之結合進行大數據之分析，初步的將管理會計與大數據結合，並同時協助個案公司發現有關產能管理之問題，並改善之。 　　本研究使用個案研究法，個案公司為一民防工程與地下空間設計之公司，藉由該個案公司所處產業之產業資料、未來趨勢、競爭者資料、作業價值管理資料等，分析找出個案公司之產能管理問題，並協助個案公司解決所發現之問題以提升管理之效率。 / Activity-Based Costing (ABC) is a well-known management accounting method and used by many companies. After professor An Wu’s 30-years research, she put Activity-Based Costing into IT system and named it Activity Value Management System (AVMS). This system provides correct and immediate information for company’s manager which can help them making a good decision. 　　Big data Analysis is used by many industry for creating new markets and new business models. Big Data Analysis combined with many systems such as Industry 4.0 and Internet of Things (IOT), but there aren’t any integration with management accounting. In this thesis we will Integrate Activity Value Management and Capacity Management with Big Data Analysis. By doing so, this can help the company reviving and solving the problem of Capacity Management. 　　The thesis is a case study with a China Basement designing company. Using the industry information, future trends, Competitor information and AVM data we can not only figure out the problem of Capacity Management that the company is facing but also help the company solving them.

平衡計分卡（Balanced Scorecard,BSC）被認為是可以解決企業策略執行力不足的最佳良方，藉由與公司策略連結的策略性衡量指標，驅動企業策略之執行。而作業價值管理（Activity Value Management,AVM）為吳安妮教授經過長年對作業基礎成本制度（Activity-Based Costing,ABC）的持續研究及實務運用，進而提出的系統制度，隨著企業營運即時輸出各種回饋資訊及管理報表，確實輔助各管理階層做出營運上的各種決策。平衡計分卡與作業基礎成本制度之結合與應用，在國內外皆有相關研究，而作業價值管理此一嶄新的系統制度尚未有研究探討其與平衡計分卡之結合內容。 本研究係針對國內中小企業中一食品機械製造公司進行個案研究，伴隨個案公司的步伐導入平衡計分卡及作業價值管理，並進一步探討兩者結合後所擬定的策略性衡量指標，如何使得績效管理更有助於個案公司策略之執行，並期盼研究結果可以作為未來中小企業結合兩制度之參考。 / Balanced Scorecard (BSC) is considered the best solution to solve the lack of operating capability within enterprises. By connecting corporate strategy with strategic KPIs, BSC stimulates the operation of strategies. After years of study and practice of Activity-Based Costing (ABC), Prof. Anne Wu has developed the system of Activity Value Management (AVM). With the prompt feedback and management reports generated from corporate operation, AVM assists all kinds of decision making by lower through upper management echelons. Despite that there are domestic and international studies of combination and application of BSC and ABC, there are yet studies combine BSC with the advanced AVM system. This research is based on a case study of a medium-sized domestic food machinery manufacturing enterprise, through tracking the process of which importing both AVM and BSC; meanwhile studying the development of strategic KPIs, and how it benefits performance management which supports the operation of enterprise strategy; longing for that henceforth, the result of this study to be used as reference for small and medium-sized enterprises which combine the two systems.

本研究主要探討標竿學習，分別自理論基礎與運作實務兩大面向探討，進而建構一套標竿學習的模型。 就理論部分而言，本研究針對幾種與標竿學習最為相關的管理技術或工具，作基本的探究，試圖從其中找尋標竿學習的脈絡，俾以為其理論奠基。經過文獻的研究與分析，本研究提出標竿學習的三項核心價值，分別為「全面品質觀」、「學習觀」與「流程觀」，並藉由「價值鍊」的概念，促使此三觀得以整合並相互助益。 「全面品質觀」係脫胎自全面品質管理的原則，以顧客滿意為依歸的基本信念為其價值，而更強調指標的建立或標竿的選擇亦應採取如是觀點；「學習觀」則為「組織學習」概念的延伸，並在標竿學習的論點上，使學習概念更為廣博。「學習觀」是標竿學習極為重要卻常忽略的觀點。學習是具有嚴謹架構與邏輯的思考面向，包含向他人學習與自我學習、超越等，在標竿學習中更因具有層次性，而能使標竿學習之學習概念趨於完備。「流程觀」則指組織運作之流程，為標竿學習之主要對象，包括對方組織與自身組織的流程。此外，流程觀亦同時指出標竿學習成功與否的關鍵之一乃在其計畫推動程序能否落實良善。此三項核心價值分別代表標竿學習的基本命題：「學什麼」——流程觀；「怎麼學」——學習觀；「指標意義」——全面品質觀。正因為此三者分別代表不同領域之整合，故由「價值鍊」貫穿三者以求整合，名之為「標竿學習之三環連鎖」，此即為標竿學習的理論基礎、核心價值。 就實務而言，標竿學習的類型、設計相關計畫步驟之先後，本研究以為，制定合於時宜的方案，遠勝制度法則之移植（此觀點與「全面品質觀」同），故介紹幾種基本型態，必須強調的是，切莫自限於此，還是要從理論部分談起，完整的建構與釐清，將有助於指導實務之運作。

本研究以A公司做為研究對象，探討PCB曝光設備廠商的經營策略、精實生產、企業價值管理等相關性議題。 A公司成立初期，研發半自動CCD對位UV燈泡型曝光機，以價格約歐日曝光機的1/3，曝光品質又不低於歐日產品，成功滲透台灣PCB產業，贏得大中廠客戶的好評與信心。17年期間，累計裝機台數已經超出3000台，產品遍佈於台灣、中國、泰國的主要PCB生產廠商，台、中、泰裝機比重約15%、70%、15%。 綜觀3C產品、物聯網設備、穿戴式電子產品、虛擬實境(virtual reality,VR)、無人機、汽車自動駕駛等電子產品，對PCB印刷電路板有三項重要發展趨勢，其一為Any-Layer HDI需求增加；其二為PCB板的線/線距愈趨微細小化，其程度已由50um提升至35um甚至到25um以下。其三為「水俁汞限制公約」於2020年開始實施，將全面禁用含汞之設施。 因此，對於PCB曝光設備廠商A公司而言，也面臨以下三大挑戰。其一為創新研發技術，開發高精密、高產出的DI直接成像曝光設備，並於IC產業贏得市佔率。其二為開發 UV LED 燈源型傳統曝光機，以因應2020年「水俁汞防制公約」的實施及綠能化產品之趨勢。其三為2017年如何調整經營策略突破困境，持續成長，獲取超額利潤，提升企業價值。 本研究擬透過個案研究方法，進行研究訪談，收集初級及次級資料，透過TOWS分析、五力分析、BMC九宮格圖、精實生產、企業價值管理等分析，最後總結經營策略、精實生產、企業價值三者間的相關性，彙整PCB曝光設備產業的關鍵成功因素、中長期的策略方針，做為本研究之結論與建議，提供台灣PCB曝光設備廠商的未來發展之參考。 / This research mainly take Company A as the research object to discuss the business strategy, lean production, enterprise value management and other related issues of PCB Exposure Equipment Manufacturers.At first, Company A was setup for Semi-automatic CCD alignment UV lamp-type exposure machine research and development. With the same or higher quality compared to the European and Japanese products but about 1/3 of the retail price, company A successfully penetrate Taiwan's PCB industry, winning praise and confidence from lots of customers. During the 17-year period, the cumulative total number installed has surpassed 3,000 units. Its products are located in major PCB manufacturers in Taiwan, China and Thailand. The proportion between Taiwan, China and Thailand is 15%, 70% and 15% respectively. Comprehensively looking into the evolution of the electronics industry, there are three important trends for PCB printed circuit boards of electronics products, including 3C products, IoT devices, wearable electronics, virtual reality, drones and autopilot. One is the increasing demand of Any-Layer HDI, the other is the PCB board line / line spacing requirements becoming increasingly smaller and smaller, and has to be improved from 50um to 35um or even less than 25um . Third, the launch of Minamata Convention on Mercury in 2020 will completely ban the use of mercury-containing cosmetics, coal-fired power generation and lighting fixtures. AsFor factors mentioned above, company A faces the following three challenges. One is to reserch and develop innovative technologies to produce high-precision DI direct imaging exposure equipment and gain market share in the IC industry. The other is the development of a full range of traditional UV LED exposure machines to meet the 2020 "Mercury Control Convention" implementation. Third, how to adjust business strategy in 2017 to breakthrough difficulties, sustained growth, excess profit, and enterprise value to defeat the slowdown or decline of the performance growth rate over the past five years. This study intends to conduct research interviews and collect primary and secondary materials from company A, using "Case Study Method", with the analysis of “TOWS”, "Five Forces Analysis", "Business Model Canvas", "Lean Production" and "Enterprise Value Management".Finally, "key success factors" and "medium and long-term strategic directions" were compiled for this research and providing a reference for the future development of Taiwan PCB exposure equipment manufacturers.