952891 (First Year Project) Developing the execution model for Lean Six Sigma strategy by linking two critical forces; ROFO PRINCIPLES and KNOWLEDGE MANAGEMENT. A study on professionals and unskilled workers in manufacturing organizations. By GOH AH BEE ID # 532152010 Course # 952891 Date 15 February 2011. 1 CONTENTS 1. TITLE 2. ABSTRACT 3. LITERATURE REVIEW 4. THE PROBLEM STATEMENT 5. RESEARCH METHODOLOGY. 6. FINDINGS AND RESULTS 7. DISCUSSION/ CONCEPTUAL FRAMEWORK 8. CONCLUSION 9. APPENDICES 10. REFERENCES 2 1. TITLE Developing the execution model for Lean Six Sigma strategy by linking two critical forces; ROFO PRINCIPLES and KNOWLEDGE MANAGEMENT. A study on professionals and unskilled workers in manufacturing organizations 2. ABSTRACT As companies strive to compete in this fast changing world , numerous strategies and initiatives have been developed. For example , in the eighties , TOTAL QUALITY MANAGEMENT program was popular and many companies embarked on it but not many were able to realize its full benefits ( survey conducted by Arthur D. Little , Taylor , 1992a on 500 top US companies ). No matter what sort of strategies or programs a company adopts ( can be cost reduction or improving the yield or simply a new product strategy and etc), the ability to execute holds the key to success. When companies fail to deliver based on their strategic plan, the most common explanation for failure is wrong strategy. Very seldom, wrong strategy is the root cause . In the author’s experience the most common root cause is inability to execute a strategy ( Larry Bossidy” Execution” , 2002, Jack Welch, “ winning”). Lean Manufacturing concepts has its origin from Toyota and was founded by Ohno and if implemented successfully can propel a company to an exceptional level of performance as demonstrated by Toyota’s profess to conquer General Motors as the world number one in producing cars. Six sigma was first started by Motorola and has gained popularity ever since. Put it simply, it is an effective tool to control process so that products ( or services) of outstanding quality are achieved. These two initiatives ( Lean and six- sigma) combined together would give rise to a powerful competitive advantage. The question remains is ; “ how can they be executed successfully?”. It is the objective of the research to develop an effective model to execute Lean Six- sigma. Key words; ROFO , Knowledge competency , Lean manufacturing, six sigma, wastes, Execution. 3 3. LITERATURE REVIEW a. The Knowledge Creating Company by I. Nonaka Nonaka says that knowledge plays a big role in gaining competitive advantage. He believes that Japanese companies’ success are due to their ability to link knowledge between outside and inside. There are two kinds of knowledge and he begins by drawing on Michael Polanyi’s distinction between tacit and explicit. Tacit knowledge is personal , context specific and difficult to formalize and communicate. Michael Polanyi said “ we know more than what we can tell”. Explicit knowledge is codified knowledge and can be expressed verbally , documented in procedures or simply by conversing with each other. Polanyi contends that human beings acquire knowledge by actively creating and organizing their experiences. Therefore , knowledge that can be expressed in numbers and in documentations represents only a small portion of the entire body of knowledge.Nonaka proposes four models of conversion knowledge. This is shown in fig. 3.0-2. Tacit Tacit Socialization Externalization Linking Explicit Knowledge Internalization Combination Learning by Doing Explicit Tacit Field Building Explicit Explicit Tacit Dialogue Explicit Fig. 3.0-2 4 i) Tacit to tacit - Socialization Tacit knowledge occurs when individuals share knowledge and experiences in the form of mental models without using languages. It is through observations that one learn to acquire tacit knowledge. ii)Tacit to Explicit-Externalisation It is a process of articulating tacit knowledge into explicit concepts. Nonaka believes an effective way is to use tacit knowledge in the form of metaphors and analogies. iii)Explicit to explicit- Combination This mode of conversion involves combining different bodies of explicit knowledge. Individuals come together to exchange ideas . This is normally achieved through media ,, documentations, meetings or telephone conversations etc. By combining and sorting of explicit knowledge , new knowledge can occur. Formal education and training is one form of combination of knowledge iv) Explicit to tacit- Internalization It is the process of embodying explicit knowledge into tacit knowledge. It is strongly related to “ learning by doing”. One way for tacit knowledge to happen is to ensure that knowledge is verbalized or stored in the form of documents which a easily understood by others. b. Single loop and double loop learning- by Chris Argyris. Chris Argyris says that before an organization becomes a learning organization, it must resolve a dilemma ; competitive success depends increasingly on learning, but most people don’t know how to learn. i). Model I- theory in – use. It deals with defensive reasoning and routines. If we asked people the rules they use to govern their actions, they will tell you as what Chris Aryris calls “ esposed theory “ of action. But this espoused theory of action has very little to do with their day to day action. He coins a term calls theory – in use 5 which is different from the espoused theory. Why? People consistently act inconsistently, unaware of the contradictions between their espoused theory and their theory in use. He names this theory in – use as model I and it rests on a set of governing variables. ii) Model II. Model I deals with deeply entrenched with defensive routines but model II intends to correct it , It will motivate people to move away from model I to model II. Model II fosters double loop learning. iii) Single loop and double loop learning. Learning involves detection and correction of error. When there is an error , the first mental frame of work is to look for solution that will address and work within the governing variables. This is single loop learning. A better way is to question the governing variables and subject them to critical scrutiny. This is double loop learning.Such learning may then lead to the modification of governing variables. This will lead to a shift in such a way that new strategies and consequences will occur. This is shown in fig. 3.0-3 6 Single and double loop Governing variables match actions consequences mismatch Single loop Double loop Fig. 3.0- 3 c) Learning in action by David A. Garvin. Garvin says continuous improvement programs are widespread in industries in their quest to better themselves. Unfortunately , there are more failures than successes. Why? Because most companies have not grasped the basic truth about learning. Three critical issues must be addressed first before a company can become a learning organization. They are; Meaning of learning organization. He defines a learning organization is an organization skilled at creating, acquiring, and transferring knowledge, and at modifying its behaviuor to reflect new knowledge and insights. Management. 7 Management need to set clear guidelines for practice, filled with operational advice rather than high sounding aspirations. Measurement. We need better tools to measure learning. This is to ensure benefits have been obtained from learning. He encourages the use of Balanced Score Card (BSC) by Kaplan and Norton. Once these three Ms ( Meaning, Management, Measurement) are addressed , managers will have a foundation for launching learning organizations. There are five main activities for learning organizations such as ; 1. Systematic problem solving. It uses the philosophy and methods of the Total Quality Movements. Under pinning such philosophy are ; The use of scientific method rather than guesswork for solving problems. A good example is the use of PDCA (Deming’s cycle; Plan Do Check action). Insisting on data and not assumptions for analysis and decision making. Using simple statistical tools like Pareto Charts, Fishbone diagrams, Histograms to draw inferences. 2. Experimentation. This activity is concerned with systematic searching of new ideas and knowledge. It uses scientific method and it bears similarity as the problem solving technique but it is more concerned with expanding the knowledge horizon rather than reacting on the problem just detected. 3. Learning from past experience. The objective is learn from past mistakes and make sure they are not repeated in the future. Boeing, Xerox use such techniques. 4. Learning from others. Not all learning occurs inside organization. Outside knowledge is equally important. Organizations do so by benchmarking with others. Benchmarking is a method to source for knowledge and sometimes it helps a great deal in benchmarking with customers. 5. Transferring of knowledge. For learning to happen , it has to be spread quickly throughout the organization. Organization gains a lot if 8 knowledge is broadly shared rather than shared among a few individuals. d). The ROFO Model by Ah Bee Goh ROFO stands for ; R- responsibility. O- ownership. F- focus. O- on- time corrective action. Goh has worked in industries for a few decades and he has encountered many situations that problems that are obvious and can be solved promptly remain unsolved for days or sometimes even weeks and months. In his search for answer, he realizes that people are generally responsible for what they do. The disturbing point is that if people are responsible , why is it that problems are not corrected on- time?. He realizes that there is a fine difference between responsibility and ownership. The difference is best explained by using the coffee powder example. The coffee powder example. Imagine a Swiss customer is visiting an organization, let’s say AB company Ltd . at 9 am. A cup of coffee has to be served. Before a cup of coffee can happen, the following events must occur; 1. Coffee powder to be bought yesterday. 2. Sugar and creamer must be bought and be ready yesterday. 3. Water to be boiled early this morning. Suppose the secretary discovers that at 8.00 am that there is no coffee powder available (event 1 has not occurred). The person who is responsible for replenishing the coffee powder is the purchasing clerk and not the secretary Obviously the purchasing clerk has missed her duties. What would the secretary do?. She has two options; Option 1: Does nothing and informs her superior that no coffee can be served as the office clerk had failed to purchase the coffee powder. 9 Option 2: Immediately on her own initiative, goes out to purchase the coffee powder and prepare the cup of coffee. Later, she informs the office clerk that she has missed purchasing the coffee powder and would appreciate she takes appropriate action the next time. If the secretary takes option 1, two unfavourables will occur; Option 1 Outcome Unfavorable 1 -The office clerk gets blamed for not doing her job well. Unfavorable 2-The Swiss customer will not be satisfied as he is not being treated as a guest. He has traveled 10,000 miles to come to AB company and it will be a horrendous experience for him if AB company cannot organize a cup of coffee on- time. How would the customer think ? What impression will he harbour ? Certainly he will not believe that AB company will deliver the goods on- time. If the secretary takes option 2, she behaves in a ROFO manner and this is exactly what the management wants her to act. By taking option2, the customer is oblivious of what is happening but the important point is that the cup of coffee is being served on- time. The secretary takes full ownership of the entire process and ensures that the final objective is fulfilled. In accordance to ROFO model , even though the secretary has served the cup of coffee , her action is still incomplete as what she does is only reactive i.e on-time correcting the problem and this is only the first part . The other part of the duty is to make sure that the same mistake will not be repeated and it refers specifically to “prevention”. She has to inform the purchasing clerk politely that she has corrected the problem and trust her ( purchasing clerk) that she will not miss replenishing the coffee powder. If the secretary were to take option 1, she will not be penalized as it is not her duty to replenish the coffee powder and if we examine further, it reveals that she is also behaving in a responsible manner as ; she discovers the problem and she informs her superior on- time. It is not her duty to replenish the coffee powder. The irony is that the cup of coffee remains not served even though she has behaved responsibly. Therefore she has to expand her 10 responsibility so that she will own the entire process. Fig.3.0-4 illustrates the entire process. Action 1 Ownership Focu s Responsi bility Ownership she goes out to buy coffee powder herself generate on-time correctiv e action Action 2 she politely informs the office clerk about the missed purchase ©AB Goh 1991 Fig. 3.0-4 Another strength of the ROFO model is that when individuals practicing it , an environment is created for team learning as in the above coffee powder example ; the secretary learns to take ownership and the purchasing clerk learns not to repeat the mistake in a friendly and co- operative spirit. In accordance to GOH’s thinking, people tend to behave in accordance to the job description he has been given when he first enters the factory door. He defines word by word that made up ROFO as shown in fig. 3.0-7. It is always GOH’ s assertion that being responsible is not good enough. He argues that too many unsuccessful events have happened not because people are not behaving in a responsible manner but because people are not keen to take full ownership of the entire process. GOH states that if organization is able to cascade ROFO throughout the entire company , it will use much less resources than their competitors . For example , ROFO was applied so successful in one 11 company ( Leica Intruments Singapore Pte. Ltd) that its entire quality department ( about 40 staff including quality manager , engineers and inspectors) was disbanded as the control of quality is in the hands of the workers. Production workers own it. Fig. 3.0 -6 shows the team learning concept. From this figure , if a staff is confronted with a problem/ task that requires typical knowledge ( indicated in blue arrow) , he will search for the appropriate staff with the right knowledge to assist him in solving the problem/task . This is indicated in blue arrow. The ROFO cycle continues until the whole task is successfully executed. 1 Requires more than one action Team learning Team learning Staff with Right knowledge 1 Team learning R Team learning Tasks completed successfully and on – time. O Gaps still unclosed O Fig. 3.0-6 – The ROFO model F Team learning 12 RESPONSIBILITY Commitment or duty. To fulfill tasks in accordance to job description. In work, we refer to the duties you are normally assigned and obliged to carry out. Normally these duties are apparent in nature. For example, Materials Manager is duty bound to purchase the right materials at the right costs and delivered at the right time. OWNERSHIP It goes beyond responsibility. It extends your responsibility areas. It gives you a sense of duty to own the “ TOTAL PROCESS” Committed to fulfill the tasks successfully and wholeheartedly. FOCUS Pay attention to a certain area. Do not deviate from the original problem area. Constantly keep in mind that you need to do something. Analyze , plan and develop (alternative) solutions. ON TIME CORRECTIVE ACTION Two key words “ ON- TIME & ACTION “. “ ON- TIME” means now and don’t wait for to - morrow. “ ACTION “ signifies doing it. “ ACTION “ has two parts; one is’ reactive ‘ means correcting the problem immediately and the other is ‘ preventive’ means preventing the problem from happening again. It means doing it and implementing what you have decided to correct the problem. It could also mean doing it and implementing what you have decided to improve the situation. Fig. 3.0-7 ROFO DEFINITION e) The Balanced Scorecard (BSC) by Kaplan and Norton. 13 In 1992, Professor Kaplan and Norton came up with the concept of Balanced Scorecard (BSC). They stress that what you measure is what you get. The BSC is a measurement system which includes not only financial measures but also an integrated set of measurements that link to strategy of the company, customer, internal process and employee performance and system performance . Kaplan and Norton advocate that if you can’t measure it , you can’t manage it. There are 4 aspects to be considered as shown in fig. 3.0-8 Financial Customer Vision Mission Strategy Learning and growth Internal Business process Fig. 3.0- 8 14 1). Financial perspective. Financial measures alone are inadequate as they are lagging indicators. In the BSC model, the financial perspective is linked to other perspectives as shown in fig.3.0-8. 2). Customer perspective. In the customer perspective of BSC, managers identify the customer and market segments in which the business unit will compete and the measures of the business unit’s performance in these targeted segments. 3) Internal business perspective. In the internal business perspective, executives identify the critical internal processes in which the organization must excel 4) Learning and growth perspective. It identifies the infrastructure that the organization must build to create long term growth and improvement. It also helps to measure learning gains . It complements well with Garvin’s concept of learning in action . Garvin states that an organization must be able the gains that have resulted from implementing the learning concepts. f) Total Quality Management school. Proponents of this school are Walter Shewart (1931) who first pioneered using statistical process control methods to control processes. Deming (1986)who introduced his famous 14 points to manage quality. Juran (borned 1904) who called for company – wide quality control, Kaoru Ishikawa (1915- 1989) who pioneered the quality circles in Japan, Genuchi Taguchi ( borned 1924) who stresses that quality starts from design, Shigeo Shingo ( 1909-1990) who developed sourced inspection to prevent defectives from entering the factory floor and Philip Crosby (1979) who wrote the famous book, “ Quality is free”. Although proponents of this school are numerous but are the few who had made a significant impact on Total Quality Management. This school emphasizes the following; a) Use scientific facts and methods to solve problems and control processes. b) Continuous improvements. c) Set quantitative measures and targets. d) Management based on facts. e) Continuous training. f) Total involvement of workforce. etc 15 In the author’s opinion ( Ah Bee Goh), of all the Quality Gurus, none is more outstanding than Edwards Deming. The author shall discuss some of his work. W Edwards Deming- Deming was famous for his work in Japan. He worked with W.A Shewart who was the pioneer in developing control charts. Deming knew the variability in manufacturing was the main cause for poor quality. He uses SPC ( Statistical Process Control) to control the processes. He went further in formulating a famous tool called PDCA cycle ( also called Deming’s cycle) as shown in fig. 3.0-9 Deming’s PDCA CYCLE PLAN ACT DO CHECK Fig.3.0-9 Deming’s significant contribution was in Japan. The Japanese was very grateful for his work in lifting Japan out of poor Quality image in the West especially in the period right after the second world war. Japan bestowed him with many honours including the Japan’s premier Imperial Order, the SECOND ORDER OF THE SACRED TREASURE. When Deming came back to North America , his work was not successful as many resisted from both the management and the workforce. 16 Deming came up with 14 points to help the North American industry. These 14 points are widely applied not only in America but also in many industries that span the globe. His 14 points are; 1) Create constancy of purpose to improve product and service. 2 ) Adopt a new philosophy for the new economic age with management learning what their responsibilities are, and by assuming leadership for change. 3) Cease dependence on inspection to achieve quality by building quality into the product. 4) End awarding business on price. Award business on total cost and move toward single suppliers. 5) Aim for continuous improvement of the system of production and service to improve productivity and quality, and to decrease cost. 6) Institute training on the job. 7) Institute leadership with the aim of supervising peole to help them to do a better job. 8) Drive out fear so that everyone can work effectively together for the organization. 9) Break down barriers between departments. Encourage research, design, sales and production to work together to foresee difficulties in production and use. 10) Eliminate slogans, exhortations and numerical targets for the workforce since they are divisive and anyway difficulties belong to the whole system. 11) Eliminate quotas or work standards and management by objectives or numerical goals; leadership as declared in7 above should be substituted instead. 12) Remove barriers that rob people of their pride in work. 13) Institute a vigorous education and self- omprove,ent program. 14) Put everyone in the company to work to acconmlish the transformation. g) Brief review on the the book , “ EXECUTION” by Larry Bossidy and Ram Charan. Larry Bossidy , Chairman and former CEO of Honeywell International (Fortune 100 company), says that most companies fail because they are not able to execute well. He studied leaders in organizations and he said that they placed too much emphasis on what some call high level strategy, on intellectualizing and philosophizing , and not enough on execution. Execution is not only the issue facing business to- day , it is also something nobody explains well. He said that many talked 17 about strategy which could be easily developed by anyone by just employing the right consultants. This is the gap many victims have fallen to. To him, execution is simply not something that gets or do not get done. Execution is a specific set of behaviours and techniques that companies need to master in order to have competitive advantage. Many CEOs lost their jobs because they do not understand the true meaning of execution. In the year 2000, forty CEOs of the top 200 companies in Fortune 500 list were either fired or made to resign. This trend keeps continuing. When companies fail to deliver on their promises, the most apparent explanation is the CEO’s strategy is wrong or not appropriate. In Larry Bossidy’s thinking strategies fail because of poor execution. He has many examples to illustrate such as ; 1. When the Compaq board fired the CEO, the board chairman and founder Ben Rosen painfully explained that the strategy was fine and the change as said by him was “ in execution…….Our plans are to speed up decision making and make the company more efficient”. 2. When Lucent’s board dismissed CEO Richard McGinn in October 2000, his replacement, Henry Schacht, explained ; “ Our issues are ones of execution and focus”. If execution is so important, why is it people don’t get it? To be sure most are not oblivious to it but what most do aware is its absence. This is what he terms a GAP nobody knows. To understand execution, he lists 3 points; 1. Execution is a discipline and integral to strategy. 2. Execution is the major job of the business leader. 3. Execution must be a core element of an organisation’s culture. h. Lean Six- Sigma 1. Lean Manufacturing Concepts It was originated by Taiichi Ohno who wrote book . “ TOYOTA PRODUCTIONSYSTEM” . Basically it is about removing wastes in the company. Ohno said there are 7 potential wastes ( muda , in Japanese) namely; 1. Over- production- producing items earlier or in bigger quantities than needed by customers. The more you produce the more you will generate wastes such as more manpower is needed and more transportation and storage areas etc. 2. Waiting- Any waiting is considered a waste such as waiting for materials or watching to serve automated machine. 3. Transportation- moving work in process (WIP) from one location to another. 4. Over processing and incorrect processing- Taking unneeded steps to processthe parts- Inefficient processing due to poor tools or jigs. 18 5. Excess inventory- Excess raw materials, WIP and finished goods which give rise to obsolescence. 6. Unnecessary motion- Employees have to move in an unnecessary manner which will not add any value . 7. Defects and quality problems.- Producing defective parts which have to be scrapped or reworked. 7 Wastes In Manufacturing Over Production Unnecessary Over motion Processing S e v e n W a s te s Rejects and Inefficient Transportation Defects Waiting Excess Times inventory Fig. 3.0-10 As shown in fig. 3.0-10, the 7 wastes should be kicked into the waste basket. According to Ohno , over- production is the most serious waste as it hides other waste. 2. Six – Sigma 19 It was developed by Motorola in the 1980s and has now spread throughout the world. Mathematically , it means if a company achieves 6 sigma , it will attain a quality level no more than 3.4 defects per million (ppm). It starts from +/- 6 sigma with mean centred as shown in fig. 3.0-11. Fig. 3.0-11 Notation; USL- upper specification limit T- target value which coincides with the mean. 20 Fig. 3.0- 11 21 With 6 sigma from the mean indicated by “T”, it reveals that at this point , it is two defects per billion with 50% design margin. In order to cater to design shift , the margin is reduced by 1.5 sigma. This is shown in fig. 3.0-11. At this point it shows 3.4 defects per million. To implement six- sigma , it usually uses the following steps; 1. DEFINE- the problem and scope of the work. 2. MEASURE- the current processor performance. Identify what data is available and develop a plan to gather it. 3. ANALYZE- the current performance to isolate the problem. Through analysis , both statistical and qualitative, begin to formulate test hypothesis as well as determining the root cause. 4. IMPROVE- by solving the problem. Brainstorm on potential solutions. Prioritise and implement. 5. CONTROL- the improved process or product performance to ensure the targets are met. Once the solution is effective, the improvement must be sustained and standardized. 4. THE PROBLEM STATEMENT Louis V. Gerstner , former CEO who turned around IBM says, “ So ,execution is really the critical part of a successful strategy. All the great companies in the world out -execute their competitors day in and day out in the market place , in their manufacturing….”. He added that execution- the ability to get things done is the most unappreciated skill of a business executive. Larry Bossidy , former CEO of Allied Signal echoed the same phrase that “ execution “ is the gap nobody knows. Lean manufacturing concepts first originated from Toyota( called TPS- Toyota Production Systems) in the 1950s and Motorola in 1980s pioneered the 6 six- sigma ( Founding father is Bill Smith) . The combination of Lean and Six- sigma will form indeed a powerful strategy for any company. It is undeniably true that successful execution of aforesaid strategy would lead to competitive advantage over the competitors. So , why is it that companies are not taking advantage of?. In the author’s opinion, there is no lacking of companies willing to take advantage of either Lean manufacturing or Six – sigma. The issue is about the ability to implement the strategy Therefore the big question is , “ how to execute it successfully?”. The author had been in the manufacturing industries for nearly 4 decades and numerous CEOs had lamented that they had initiated Lean Manufacturing and Six – sigma but had been hardly successful. This confirms there is a gap ( Larry Bossidy, former CEO of Allied Signal), which nobody knows and hardly is appreciated by others ( Louis Gerstner, former CEO of IBM). In the search of scientific journals and past literature , many factors surfaced which are attributed to implementation issues . The factors are so varied and numerous that the author feels could hardly help the practitioners in the industries. So the gap of inability to execute Lean sigma is real as shown in fig . 4.0a In fig. 4.0a there are only 3 main possibilities and it is clear that possibilities 2 and 3 constitute 22 a gap . In the author’s experience , two fundamental forces are vital if the gap is to be closed. They are i) lack of knowledge and ii) willingness ( fig. 4.0b). Both forces must be present in order to execute the strategy well. 1.executed successfully 2. started halfway but remains incomplete. execute Lean sigma strategy 3.Executed only at surface level ( as good as nonexecuted at all). Fig. 4.0a 23 F1 AND F2 FULFILLED F1-LACK OF KNOWLEDGE F2- WILLINGNESS GAP GAP CLOSED FIG. 4.0b 5. RESEARCH METHODOLOGY 5.1 Structure of the study The basic structure of the study is shown in fig. 5.1a. 24 Structure of the study Observations Interviews Experiments Quantitative Survey questions Qualitative Descriptive Observe emerging patterns Normative Random sample plus control groups will be applied. ANOVA and interaction effects will be studied Structure interview with two persons per category of knowledge workers In agreement with experiments and interviews Correlative Impact Both methods will be compared to deduce the results Fig 5.1a The dependent and independent variables as intended in the research are ; Independent variables – are i) knowledge competency and ii) willingness (ROFO) Dependent variable is successful execution of Lean 6- sigma ( e,g quality yield, output units increased etc) Basically is shown in fig. 5.1b. 25 Knowledge competency Leads to Willingness (ROFO) Execution of Lean 6- sigma Fig.5.1b It is important that the survey questions will cover the following; 1. Descriptive- It deals with what is happening. For example ; Do you have Daily production meeting? What is the on- time delivery of the products? 2. Normative-It deals with what is happening compared to what should happen. For example ; What is the knowledge competency of category one workers compared to category two workers? 3. Correlative-What is the relationship and the strength of the relationship between one variable (X) and the other variable (Y) ?. For example; Does the factor , “ relevant knowledge” influence on the ability to execute a task successfully? 4. Impact- In contrast to correlative question, impact question tries to establish a causal relationship. For example; Does increased Lean sigma training improve the productivity of the output?. 5. The survey questions are shown in appendix I. 26 5.2. Categorization of knowledge workers For the study to be meaningful, the author categorizes the knowledge workers in the organization. This is shown below. Category 1- The Professionals- They are the accountants., engineers, sourcing specialists, planners, tooling specialists , designers and HR executives etc. They report normally to either the top or middle managers. Category 2- The Supervisors- They are the ones who have the expertise at the shop floor level and they supervise the production workers to ensure that they produce efficiently . Category 3- The technicians- They are the repairers and maintenance of machines. They also assist the engineers to carry testing of products and recording of data. Category 4- The production workers- They are the workers who assemble the parts into a final product ready to be delivered to customers. 5.3. Categorisation of skills set Not all knowledge workers possess the same skills set or knowledge competency in order to do the jobs properly. It is vital for any organization to ask themselves what knowledge competencies they want to nurture for their organization. The knowledge competency table is shown in table 5.3a. 27 Levels Skills/ competency/ knowhow 0 Don’t have any idea 1 Basic concepts. Very fundamental knowhow of the job. E.g Ability to assemble in accordance to simple instructions like tightening screws in sequence. Six- sigma knowledge= no knowledge at all 2 3 Procedures knowhow. Understand the procedures as specified by the company . E.g assemble the choke into the housing without scratching or breaking the wire. Perform an electrical function and able to read whether test is passed within tolerance or failed to fulfill the tolerance. Six- sigma knowledge= basic such as awareness Problem solving skills and knowhow. This is first level and requires only basic simple tools to solve the problems like PDCA, Pareto chart, 5 why analysis etc. Also at this level , the problems presented are assumed not complex. Six – sigma knowledge = good grasp of the underlying principles . Ability to apply onto manufacturing processes and use six- sigma analytical skills. Strong foundation of statistical reasoning and principles. 4 Research / experimental experience in problem solving and presenting solutions. This is the second level of problem solving skills . Some detail analysis is required using advance statistical methods ;ike ANOVA and hypothesis testing. Coordinating and project management skills are required. Six- sigma knowledge= In- depth understanding of six-sigma principles . Ability to use six – sigma problem solving methods and apply across a variety of problems / issues. Very analytical based on scientific reasoning. 5 Creativity and innovation skills/ knowhow etc in problem solving and executing the tasks. This is the advance level of 28 problem solving skills . Problems confronted are complex and may require the search of external knowhow. Co- ordinating and project management skills are required. Six- sigma knowledge = the same as level 4. 6 General management skills/ knowhow. It is a combination of all the levels of the skills ( Levels 1 to 5). Important skill is the ability to allocate resources and make relevant and right decisions when confronted with simple to complex problems. Coordinating , leading , coaching , managing skills are required at this level. Table 5.3a 5.4. Qualitative methods The number of organizations to be studied are ; 1. There will be two organizations to be studied in Thailand; o Schaffner EMC Co . Ltd . o Another selected factory in Lamphun. 2. Three organizations will be studied in Singapore; o Leica Instruments Pte. Ltd. o Aluputer Co. Pte . Ltd . o Amax Co. Pte . Ltd. 3. Between 30 and 50 companies will be selected using the survey questions as shown in Appendix I. The survey questions can be descriptive, normative, correlative and impact. The author is constantly refining the questions. 29 4. The following notations will apply to the companies , knowledge workers and levels of knowledge competency; Companies; o Schaffner EMC Co. Ltd…………………………T1 o Another Lamphun co……………………………T2 o Leica Instruments Singapore Pte. Ltd………….S1 o Aluputer Co. Pte . Ltd……………………….......S2. o Amax Co. Pte. Ltd……………………………….S3. Knowledge workers; o The Professionals………………………………...K1. o The Supervisors………………………………….K2 o The Technicians………………………………….K3. o The Front line workers………………………….K4 Levels of knowledge competency o From table 5.3a it is noted as L1 to L6 with L1 as the lowest to L6 as the highest. 5.5 Interview. The author will conduct in depth interviews for each company ( T1, T2, S1, S2 and S3) . The author will randomly select two candidates from each category of knowledge workers. Only K1 and K2 workers will be included in the study. Briefly the steps are; 1. Randomly select two candidates for the interview , for example in Thailand it will be denoted as follows; a. T1K1-A, T1k1- B b. T1K2-A, TIK2-B 2. A structured interview will be carried out based primarily on the survey questions. 3. The author will rate the points to be scored based on the answers from the candidates. 4. The author will capture the expressions and body language of each candidate and any abnormal answer , the author may consider seriously whether it should be included. For example , the respondent may say , “ I will give the lowest score for all the questions related to my superior”. 5. The author will calculate the scores of each candidate based on the scale in the question. 6. The author will perform a measurement agreement between the two knowledge workers in each category. For example ; a. To what degree does T1K1- A agree with T1K1-B. 30 b. The measurement to be carried out is KAPPA statistics . c. Kappa measures the agreement between the evaluations carried out by two appraisers when both are judging the same subject. Kappa is defined as ; i. K = (po - pe)/ (1 – pe) ii. po---is the relative agreement among raters. iii. pe---is the hypothetical probability of agreement by chance, using the observed data to calculate the probability of each observer randomly assigning each category. iv. 1- pe represents the margin of possible agreement not due to chance. v. Table 5.5a shows the kappa index. KAPPA INDEX AGREEMENT LEVEL <0 No agreement 0 to 0.2 Slight 0.21 to 0.4 Fair 0.41 to 0.6 Moderate 0.61 to 0.8 Substantial 0.81 to 1.00 Almost perfect Table 5.5a 31 5.6. Observations. The author will conduct obsrvations on each category of workers in the shop floor in each of the companies. When conducting observations , the author will observe all the categories of workers in particular of the following areas; 1. Any pattern of behaviour. 2. What sort of learning style/s they generally adopt. 3. The knowledge competencies of each category of workers . 4. What sort of instructions do they receive from their superiors. 5. How do they share information and knowledge with each other. 6. The problem solving skills of knowledge workers. 7. The general culture of learning and teamwork. The author will also attend their production meetings for a number of occasions as well as their schedule communication sessions. Material notes Primary observation Audio tapes Reflection & recall jolted notes Pre- analysis Experiential data Forward planning Data 1field notes Data 2primary analysis Video tapes photos Preliminary written records memory Fig. 5.6a data gathering process from Ellen ( adapted 1987). 32 The process of collecting the data is in accordance to the model as shown in fig. 5.6a.( adapted from Ellen 1987). Primary observations- In chronological order, observations will be made on people, their surroundings, behaviours, and conservations. Each set of field notes is dated and the time of occurrence is noted also. Reflection and recall- It can be triggered from jolted and material notes. Some events may not appear important at first but may present different picture later on. Pre- analysis data- Initial ideas and inferences may emerge but will not be censored at this stage. Experiential data- This can be personal feelings and impressions and can be a source of analytic insights at a later stage. Forward planning- This might involve planning to visit the sight again to collect missing data . Field notes data 1- They are combined with Video, audio and photos of the organization to form permanent records . Data 2- Primary analysis can be performed in conjunction with other data. 5.7. Quantitative methods This will be carried out in two approaches ; one is a control experiment in a factory and the other is analysis from the survey results. 1. Experiment The experiment will be carried out only in Schaffner EMC Co Ltd in Thailand. It will be based on the model in fig. 1.0a.The reason why only one company is selected is because the study will involve a lot of resources and time. The experiment is intended on K4 knowledge workers. The design of the experiments is as follows; a. Randomly select 30 frontline workers from a pool of 600 workers. The qualifying factor is that the 600 workers must be well trained on the job and have at least one year experience. Note; qualified here means passed the company’s official skills test. All the workers’ skills have been graded as very good, good and average. b. Randomly assign them into 3 separate groups namely groups “A” . “B” and “C”. In this case all the groups will assume to have the same 33 c. d. e. f. g. h. i. j. k. skills set. In short , the knowledge competency level of each group is the same. Group “A” will be the control group. Group”B” and “C” will be the experimental groups. All the groups will be producing the same products for a certain period ( may be a week). Groups “B” and “C” will be given targets as shown in table 4.1a The dependent variable is output units and the independent variable is willingness ( ROFO). All the 3 groups will be given the same product to be built using all the good parts which are pre- inspected 100%. No instructions will be given to group “A” and no monetary rewards will be promised to groups “B” and “C”. They are told that the company needs to fulfill an urgent order and need their cocooperation. At the end of the experiment , we will assess whether there is a difference in outputs between “B” & “C”. Null and alternative hypothesis will be set up. If there is positive increase in output in one group verses the other , then we need to correlate whether it is due to the strong willingness (ROFO). In the above , we only study one independent variable-willingness but another experiment will be carried out to test the other independent variable- knowledge competency. Group normal target 100units/ wk 1st target 120 units / wk A Just use the normal targets. 2nd target 130 units/ wk 3rd target 140 units / week B C Actual units achieved 34 Table 5.7a 2. Survey results The survey is intended to be carried out into two groups; a.The 5 companies as listed above; T1, T2, S1, S2 and S3. b. Between 30 and 50 companies will be surveyed by sending out the questionnaires. From the results obtained in “a” and “b” above , hypothesis setting will be formalized. 5.8. Tools and technique In summary the tools and techniques are shown in table 5.8a. Activities Tools and Techniques Results 1.Literature review Critical review of journals and books. Knowledge management theories. ROFO model TQM. PDCA. 5WHY Proof of the gap from existing data available. Data compilation. Categorisation of schools of thought. 2. Investigate whether Structure interview. the gap exists in Surveys. industries. Survey data- proof of gap existing or not in private industries. 3. Investigate the Survey knowledge competency questionsSURVEY of the workers QUESTIONS.doc random sampling. Categorisation of knowledge content in industries. High , average or low. 4.Investigate gap exists Regression and Significant or nonbetween industries and correlation analysis. significant correlation. academic research. Correlation coefficient. Hypothesis testing. H0; H1 hypothesis. 35 5. Investigate whether there is a gap in execution culture among the various categories of staff. 6. Investigate whether there is a difference in learning culture 7. Forward planning and revisit the interviewees 8. Experiments Tests of significance. Intereviews, Random sampling. Observations. Qualitative judgment. Tests of significance. Intereviews . Observations. Experimental group. Qualitative judgment. Personal judgment. Field notes. Audio and video records. Mind mapping Significant or not among the categories of difference. Significant difference among the factories and levels of staff Permanent records for primary data analysis. Separate into groups; Significant difference A, B &C. Identify between group “B” & dependent/ “C” independent variables ANOVA Table 5.8a 6. RESEARCH FINDINGS AND RESULTS 6.1 Interview An interview was carried on the following persons based on the survey questions ( appendix rev0) ; 1. Chamnannin Santi, Co- Ordinating manager. Schaffner EMC Co. Ltd. Thailand. 2. Kriengkraiwat On- U – Ma , Division manager for Logistics and Planning. Schaffner EMC CO. Ltd . Thailand. 3. Thamthitiwat Sudsiri, Human Resources manager, Schaffner EMC Co. Ltd , Thailand. 4. Danny Lu, General Manager of Leica Geosystems Co. Ltd , China. 5. Ong Chee Wee , Supply Chain manager, Leica Microsystems Pte. Ltd Singapore. 6. Albert Lim, Managing Director, Aluputer Co. Pte. Ltd Singapore. 7. KT Yeo, Technical Director , Hitachi Co. Pte Ltd, Singapore. 36 Note; On- U – Ma, Danny Lu , Ong Chee Wee and Albert Lim are top managers . KT Yeo, Thamthitiwat Sudsiri and Santi are middle managers. The interview was to gauge their views on why on the following; Why productivity and quality tasks are not executed on- time. The learning environment in their companies. Ownership and execution culture. 6.2 Results. For simplicity in analysis , we will rename the candidates with notations assigned as follows; 1. C1 =Kriengkraiwat On- U – Ma , Division manager for Logistics and Planning. Schaffner EMC CO. Ltd . Thailand. 2. C2= Chamnannin Santi, Co- Ordinating manager. Schaffner EMC Co. Ltd. 3. C3=Thamthitiwat Sudsiri, Human Resources manager, Schaffner EMC Co. Ltd , Thailand. 4. C4=Danny Lu, General Manager of Leica Geosystems Co. Ltd , China. 5. C5=Ong Chee Wee , Supply Chain manager, Leica Microsystems Pte. Ltd Singapore. 6. C6= Albert Lim, Managing Director, Aluputer Co Pte. Ltd Singapore. 7. C7= KT Yeo,Technical Director, Hitachi Co. Pte Ltd, Singapore. 6.2.1 Results of the interview C1 =Kriengkraiwat On- U – Ma , Division manager for Logistics and Planning. Schaffner EMC CO. Ltd . Thailand. 1. Key points of the interview (Before 2007). 1. Daily production meeting took more than 1 hr and many issues were unsolved and carried forward from previous meetings. 2. KPIs were limited to some quality, production and inventory targets but not concrete enough for the whole organisation. 3. It was common to have weekly backlog around 500k to 800k CHF. 4. OTD was poor probably 80% or below. 5. Managers and engineers just work based on the instructions of the top managers. 6. Some staff worked hard till the late hours but many were not ( mostly followed the official closing time). 7. There were many quality and missing parts took too long to solve. 8. We received many customers’ complaints. 37 2. Key points of the interview ( after 2006). 1. Real working behaviour only changed in the year 2008. 2. Staff are now more responsible. 3. The ROFO , Lean Cells manufacturing and 5S trainings have been effective in increasing productivity of the organisation. 4. Weekly backlog has now reduced to less than 100k CHF. 5. OTD is now improved to above 95% ( sometimes to 99%). 6. Daily production meeting is about 15 minutes. 7. People are now keen to learn . 8. Quality and production issues are being executed faster and on- time. C2-Chamnannin Santi, Co- Ordinating manager. Schaffner EMC Co. Ltd. Thailand. 1. Key points of the interview (before 2007) 1. We had many things to do but they did not seem to be completed. 2. Problems and work kept multiplying. We did not have clear ideas why they were happening in this manner. 3. We did not have clear measurement indicators. In short , there was lacking of direction from the management. 4. We did know how well we performed from the customers and financial points of view. 5. The co- operative spirit among the staff was not apparent . Staff cared only on their main responsibility areas. 6. Whenever you approached staff from another department for help, they would decline saying they had other priorities to take care first. 2.Key points of the interview ( after 2006). 1. I could see improvements after 2007. The major improvements came in years 2009 and 2010. 2. The most significant improvements are the daily production meetings where actions are addressed within a day. 3. As a consequence of the daily production meetings OTD improves tremendously. 4. The coaching of ROFO principles has helped a great deal. People are not only responsible but also take ownership. 5. We now have fewer customers’ complaints . Sometimes ,we do receive compliments from customers. 6. Staff nowadays stay back late to finish their jobs and also at times they come in the weekends to complete important tasks such as shipments to customers. 38 C3=Thamthitiwat Sudsiri, Human Resources manager, Schaffner EMC Co. Ltd , Thailand. 1. Key points of the interview (before 2007) 1. There was no sense of urgency. 2. Many tasks that did not require special abilities remained unsolved. There was a waiting game. 3. Learning was not apparent in the company although there were training programs installed for all new employees. 4. In her opinion , it was not that staff did not have the knowledge or abilities to do the jobs right but the willingness was simply not enough. 5. Bureaucracy was apparent and work had to be done in a hierarchical manner. 6. Staff were keen to complete the jobs that were in line with their duties or responsibilities and rarely they would go extra mile to help others . Each took care of his / her job. 7. 2. Key points of the interview ( after 2006). 1. Motivation of the staff had improved. They work with satisfaction and took tasks assigned to them seriously. 2. The big leap of improvements happened in year 2009 and sense of ownership has increased significantly. 3. Lean cells improvements have been significant innraising the productivities of the Thailand plant. 4. Of importance is corporate staff from headquarters in Luterbach, Switzerland who visited Thailand had comented that Thailand is now a completely new plant with forward looking team eager to serve and improve. 5. Sudsiri is pleased many Thai managers had moved up to take the positions which were previously held by European staff. C4 = Danny Lu, General Manager of Leica Geosystems Co. Ltd , China. 1. Key points of the interview. 1. Two points are very important for any successful business; Building knowledge and create a learning environment. Instill ownership into the staff that they must take responsibility for the tasks assigned to them. 2. The top leader must lead by example and must take action by removing barriers to success. Very often , top leader just let nonperformers keep on staying in the company. 3. Non- execution of tasks are very common in organisations and most CEOs just ignore them. 39 4. Most staff just do what are required of them and in order to leapfrog competition , staff have to go that extra mile. 5. Most CEOs stress so much on crafting a brilliant strategy . What is the point of having the best strategy in the world if nothing or very little is executed in accordance to the strategy. C5=Ong Chee Wee , Supply Chain manager, Leica Microsystems Pte. Ltd Singapore. 1. Key points of the interview. 1. The leader is the most important person in the organisation. He must be able to understand what to focus. 2. Most CEOs focus on short- term issues. Long term- issues are like learning , innovation and networking. 3. After listening from Mr. Goh’s ROFO principle , it is clear that ownership is extremely important to be taught and incorporated in the organisation. 4. Willingness and abilities cannot be separated if jobs are to be executed successfully and on- time. Ong said that in Leica there is strong ownership and if jobs are not completed on-time , it is mainly due to knowledge. 5. Leaders and top managers must be able to motivate staff to perform and at the same time be able to identify poor performers for further development or training. C6= Albert Lim, Managing Director, Aluputer Co Pte. Ltd Singapore. 1. Key points of the interview 1. For any successful work to be accomplished , leaders and top managers must build trust in the organisation. 2. Many jobs in the organisation can be effectively completed without the necessity of special knowledge. It depends greatly on the individuals whether they want to do or not. 3. Staff must have passion and self – motivation to do well and embrace company values. 4. In his company he tries to give his staff time to learn as well as enough time for them to execute their jobs successfully. He added that very often he has to be involved in order to get jobs done. 5. He supports fully that every employee should learn continuously the right knowledge. 6. Ownership and responsibility must be inculcated into everyone so that they have a sense of belonging. 40 C7= KT Yeo,Technical Director, Hitachi Co. Pte Ltd 1. Key points of the interview 1. He thinks that the main and only key point is lack of willingness which cause most jobs not completed successfully. 2. Management theories hardly address this point why staff are not completing jobs on- time; Why simple jobs take many days to be completed instead of just a couple of hours?. If they ever do , it just add on to another round of theories of discussion. Practitioners could hardly know how to implement. 3. Leaders have a lot of share of responsibility in this respect but many leaders do not even want to recognize the gap of non- completing of tasks. 4. We need practitioners’ advice and not management theories….. 6.3 Observations / data 1. Schaffner EMC Co.,Ltd. It is located in Northern Region Industrial Estate, Lamphun and employs about 1000 staff. It started to embark lean cell manufacturing in September 2007 and to day 75% of its operations are in Lean cells. Dramatic improvements in productivity have been realized. 1.1 Key facts a. Fig. 6.3a shows the Lean cell implementation since September 2007. The lean conversion continues to be transformed. 70 50 40 30 23 23 23 24 24 25 25 25 21 19 20 15 13 11 8 10 5 0 1 1 2 2 2 2 3 5 5 5 5 5 5 5 5 6 3 10 10 M ay - M ar - Ja n10 Se p09 N ov -0 9 09 M ay -0 9 Ju l-0 9 M ar - Ja n09 ov -0 8 N Ju l-0 8 Se p08 08 M ay -0 8 M ar - Ja n08 0 Se p07 N ov -0 7 Number of Lean Cell 60 MonthYear Fig. 6.3a 41 Lean cell q'ty Benefit Comparison of FN280 Series (Twin fuses) Lean Cell Item Efficiency (%) Working Area (m2) Traveling Path (m) Manpower (Persons) UPH Per Person Throughput (Days) Traditional line Lean Cell 81.7% 110% 39.52 26.65 213 12 10 8 4 6 ~6 ~1.5 Fig. 6.3b 42 b. Fig. 6.3b shows the benefits of the product FN280 series. With implementation of Lean cell , travelling distance has decreased from 213 meters to 12 meter, an improvement of 18 times. Throughput time has been reduced from 6 days to 1.5 days , again dramatic improvement of 4 times. c. The most significant improvement was done on the RN chokes. Schaffner was losing share to its competitors. Before 2005 , Schaffner was selling about a million units a year. By the year 2008 Schaffner was selling less than 700000 units, a sign that it was losing market share. A lean conversion was started for this project and Schaffner was able to reduce its cost of products by about 25%. It is capturing the market share back. Fig. 6.3d shows the steep increase in output as the result of lean conversion. d. Schaffner achieved the following awards; ISO 9000. ISO 14000 OHS 1801 TS16949. SONY PARTNER AWARD. 43 Item Efficiency (%) Working Area (m2) Traveling Path (m) Manpower Tradition Lean Cell al line 100.40% 76.80% 19.7 16.7 69.8 12.6 8 8 22 28 ~4 ~2 (Persons) UPH Per Person Throughput (Days) Fig. 6.3c Benefit Comparison of RN Choke Lean Cell 44 RN Choke output Out put 1200000 1000000 pcs 800000 Forcast All RN choke reduce labor time 20 % Start reduce labor time 20 % F Linear 600000 E 400000 C A 200000 (Forcast) D B Ap r M - 09 ay Ju 09 nJu 0 9 l Au -09 gSe 09 p O - 09 ct No 09 v De -0 9 cJa 0 9 n Fe -1 0 b M - 10 ar Ap 10 r- 1 M 0 ay Ju 10 nJu 1 0 l-1 0 0 Month Event A :Completed RN choke cell 1 B :Re-layout all cells to be 5 couple cells/Completed RN choke cell 2. C :Completed RN choke cell 3. D :Re-design new oven from 1 layer to 2 layers. E :Modify moulding machine by add hot air gun/Completed RN choke cell 4,5 . F: Create new Hi-pot jig/Implement counter optic sensor in coiling machine/Add roller at assembly table for control WIP and transfer part simple. Fig. 6.3d 45 2. Leica Instruments Singapore Pte. Ltd (fig. 6.3e). It is situated in the western part of Singapore. Leica has been embarking on lean conversion and six – sigma for the last ten years. It has executed well the lean sigma strategy and has won many accolades. 2.1 Milestones /awards Awarded ISO 9002 Quality System Certification by PSB 1992 Awarded ODS-Free Certification by PSB Jul 1994 - 1st multi-national corporation in Singapore - 1st Leica subsidiary to receive this award Awarded “SILVER” Award for Good Safety Performance 1994 by Ministry of Labour Awarded ITE On-Job-Training Center (COJTC) Certification Jan 1995 Awarded ISO 9001 Quality System Certification by PSB Apr 1995 Awarded Plaque of Commendation for Good Union-Employee Relationship by Metal Industries Workers Union Oct 1995 Awarded ISO 14001 Environmental Management Apr 1997 System Certification by PSB Awarded National Productivity Award (Individual) for Apr 1997 outstanding contribution to productivity improvement by PSB Awarded Singapore Quality Class (SQC) organisation for Sep 1997 achieving commendable level in Total Quality Management (TQM) by PSB Awarded National Productivity Award (Individual) for Apr 1998 outstanding contribution to productivity improvement by PSB Awarded by PSB at 15th International Exposition of Quality Nov 1998 Circles 98 for outstanding performance in QC movement - 1998 Outstanding Circle of the Year Award - 1998 Outstanding QC Manager Quality function is successfully integrated into manufacturing operations Aug 1999 Awarded Outstanding Newcomer QC Organisation Award Nov 1999 46 National QC Awards - 1 gold and 2 silver Oct 2000 - 1 bronze Aug 2001 Singapore H.E.A.L.T.H Award (Bronze) by MOH July 2002 A People Developer organisation. Certification by SPRING July 2002 Singapore H.E.A.L.T.H Award (Bronze) by MOH Sep 2003 National QC Awards – 1 gold and 1 silver Sep 2003 Successful Renewal for Singapore Quality Class (SQC) Sept 2003 R&D Partnership Recognition Award by A-STAR Oct 2003 Successful Renewal of COJTC certification by ITE Apr 2004 Successful Renewal for People Developer Standard Jun 2005 Singapore H.E.A.L.T.H. Award (Gold) by Ministry of Health Oct 2005 Leica was judged as one of the top best 6 companies in Singapore by a panel of international and localjudges. The award is called MANUFACTURING EXCELLENCE AWARD ( MAXA) Nov. 2006 MAXA was organised by MIT, NTU, McKinsey & EDB. The President of Singapore presented the award to the 6 winners. Fig. 6.3e 47 6.4 Survey results Table 6.4 shows the score from the survey questions handed to the 7 participants. C4 was not able to hand in the completed survey questions but he participated in the interview Participants Before Jan 2007 Points scored Now as at Dec 2010. Points scored C1 70 128 C2 88 137 C3 68 140 C4 ------- ----- C5 NA 145 C6 NA 93 C7 NA 122 Table 6.4 The survey was conducted in the month of December based on Survey questions rev. 0. The survey did not ask any questions on lean sigma directly but rather deals with the company’s ability to execute productivity and quality tasks. 7. DISCUSSION/ CONCEPTUAL FRAMEWORK 48 The interviews conducted on 7 participants ( C1 to C7) were intensive and the author managed to clarify some issues directly . For example , C2 put in the survey form that the motivation level of all categories of staff from top to the lowest rank was about the same between period I and period II but in period II the execution culture was better than in period I ( period I is before Jan 2007 and period II is after 2006). What C2 was saying is that the motivation of the entire staff’s is always good but the willingness to go beyond the extra mile is different. The outcome of the interviews boils down to two fundamental factors for tasks or strategy to be executed successfully; 1. The necessary knowledge to do the job. 2. The willingness to do the job. What is more surprising is that factor 1 is not that significant compared to factor2 as C3 ( Khun Sudsiri – Hr manger, Schaffner) even confirmed that most jobs do not require special knowledge to be executed. Only C5 ( Ong Chee Wee , Leica ) stated that jobs in Leica are executed efficiently and if they are not completed or delayed , they are due to insufficient knowledge. But all agree that the two factors are required for any tasks or strategy to be executed well. All the participants have worked in industries ever since they graduated from their universities and together they command more than 150 years of working experience . These participants are from the school of hard knocks and they confirmed that most mangers or CEOs do not understand well when jobs are not executed. Some managers keep beating around the bush whereas others just simply ignore them for unfinished jobs. Some even said that CEOs focus on short term gains and keen on developing a brilliant strategy. What is the use of having a brilliant strategy with incomplete implementation?. Not many industrial researches have been carried out on this topic, “ why companies cannot execute strategy or tasks that required them to be successful?”. If they ever do , they are very theoretical in nature and offer little help to practitioners. For example , there are ample theories on motivation such as ; 1. Theory X and Theory Y- Douglas Mcgregor. 2. Maslow’s hierarchy of needs. 3.Expectant Theory. 4. Equity Theory . 5. etc Such motivation theories are useful in helping practitioners to have an academic platform but are of limited use pertaining to shop floor application. The inability to execute is indeed a gap which requires more research to be done. Some capable CEOs and top mangers realize and when they pay attention to close this gap , their companies soar with outstanding results. There are many companies which are very successful and here are some examples ; 49 1. Dell computer – Steven Holzner , author of the book,” How Dell Does IT” devotes one whole chapter entitled “ Always Adapt , Always Execute”, ( Chapter 6 - pages 107 to 128). On 7 of March 2005 , Fortune magazine named Dell Inc. as the most admired company in the United States. “ And you don’t get there unless you know what the heck you are doing”, stated Steven Holzer. Some examples of Dell’s execution are; Dell’s commodities work better when they are delivered. When Dell’s commodities don’t work , they are fixed or replaced faster. Dell keeps less inventory on hand to build its commodities. Dell needs less of a sales force because a large portion of its orders come directly from the Internet. 2. IBM Louis V. Gerstner, Jr, former CEO of IBM who was credited to turn around the company . He authored the book, “ Who Says Elephants Can’t dance?”. He also devoted a chapter ( chapter 24, pages 229 to 234) entitled , “ Execution – Strategy Goes Only So Far. He offered the following advice; It is extremely to develop an unique strategy to differentiate yoiurself from others. If you have one , it will incur high risk. At the end of the day , most competitors fight using the same strategy. To win, one must execute faster than the competitors. In his own words, “ all the great companies in the world out- execute their competitors day in and day out in the marketplace, in their manufacturing plants, in their logistics, in their inventory- in just about everything they do. Rarely do great companies have a proprietary position that insulates them from the constant hand- to hand combat of competition”. 3. GE Jack Welch- the legendary CEO of GE , authored a book called , “ Winning” and in chapter 6 , titled , “ Hiring- what winners are made of, (pages 81 to 96) “ says he looks for 4Es as ; The first E is positive energy. The second E is ability to energize others. The third E is edge- the courage to make tough yes or no decisions. The fourth E is – execute – the ability to get the job done. GE, Dell , Allied Signal ( Honeywell) and IBM are companies that know how to execute strategies successfully and they are well ahead of the pack. All the CEOs in the above companies stress the importance of “EXECUTION”. They know 50 strategy is just one part but the other part is “execution” IBM CEO even said that it is difficult to develop an unique strategy to beat up competitors (and if you have one , it will be copied anyway) . What is more important is to out- execute your competitors. Thomas A. Stewart and Louise O’ Brien interviewed Dell founder , Michael Dell and his Vice – President , Kevin Rollins and later published in Harvard Business stated that the secret of Dell’s success goes beyond its famous business model . High expectation and disciplined , consistent execution are embedded in the company’s DNA. Michael and Rolllins were asked that their strategy of going “direct” is not a secret and everybody knows it and why other companies cannot copy their model? Rollins answered in his words, “ The same reason why Kmart can’t imitate Walmart. What Walmart does isn’t rocket science- its retailing. Why can’t everybody be Walmart or Jet Blue or Samsung or whatever the best company in their industry is?. Because it takes more than strategy. It takes years of consistent execution for a company to achieve sustainable competitive advantage…….”. The key words in DELL strategy are “ consistent execution” and this confirms that for lean sigma strategy to succeed , its success lies mainly in the ability to execute. The above discussion centers around CEOs but there is an important piece of research done by Nitin Nohria and colleagues also confirmed that execution is key. Nitin Nohria ( et al) carried out research on 200 well – established management practice as they were employed over a ten year period by 160 companies. It is a ground breaking five year study and later they published their findings in Harvard Business Review under the simple title , “ What Really Works”. Their study reveals 4 primary practices; 1. Strategy- Devise and naintain a clearly stated, focused strategy. 2. Execution- Develop and maintain flawless operational execution. 3. Culture – Develop and maintain a performance – oriented culture. 4. Structure – Build and maintain a fast, flexible flat organization. 7.1 Leica and Schaffner In the author’s study of two companies , Schaffner and Leica , both have implemented lean manufacturing concepts successfully. Leica is ahead in implementing Six sigma and Schaffner has just started its six- sigma program. 1. Schaffner EMC Co. Ltd. Thailand. Before 2007 ( period I), there was no culture of execution and many tasks did not require special abilities remained unsolved ( C3- khun Sudsiri ref. 6.2.1 results of the interview). After 2006 , the author instituted the training on ROFO, 5S and lean manufacturing concepts on company wide basis. The lean conversion was 51 successfully executed ( refer figs. 6.3a, 6.3b, 6.3c, & 6.3d). In period II , there was dramatic improvements in terms of productivity, customer satisfaction and quality compared to period I. This was confirmed by the interview of Schaffner C1,C2 & C3. Also the score points as shown in table 6.4 by the 3 candidates also point in the same direction. So what makes Schaffner successful in implementing lean manufacturing concepts? In the author’s opinion, what really changed was the coaching on ROFO and creating an environment for staff to learn and acquire new concepts. 2. Leica Instruments Singapore Pte. Ltd. Singapore It was a company which excels in best practices . The staff have been consistently using ROFO principles to guide and execute their tasks successfully. The lean six- sigma was successfully executed. ROFO,5S, lean concepts are so ingrained in everyone that there is no need of quality inspectors to inspect their work pieces. The achievement of quality lies in the hands of the production workers . There is no quality department or quality engineer or manager and yet they produce world class quality microscopes and surgical instruments without the aid of quality controllers. The surgical instruments are used in hospitals for eye and brain surgeries and the microscopes are used in research laboratories as well as in industries. Customers are extremely satisfied with quality of Leica products.By practicing ROFO principles , workers have pride in producing quality products and they do not want others to inspect their work. Leica won many awards as shown in section 6 ( 2.1 milestones / awards). Staff in Leica have strong execution culture and are willing to go extra mile to help others. 7.2 What should be the execution model for lean six sigma ?. The above intensive discussion confirms the author’s hypothesis that two fundamental forces are required to execute lean sigma strategy. The author attempts to develop a conceptual model for further research. This is shown in the following figures; Fig. 7.2a- Develop a learning systems to coach the knowledge workers. This is to ensure the knowledge competency of lean sigma. To create a knowledge environment , one must understand the learning behaviour of the company. Here learning behaviour theories are apllied appropriately. Fig. 7.2b- shows the development of force F1. Fig. 7.2c- shows the ROFO model to develop force F2. This is to create a culture of ownership, willingness to go that extra mile to execute. Fig. 7.2d – shows the overall model to execute the lean six sigma strategy. 52 Learning behavior theories Knowledge management professionals compentency levels 5 Action Learning Problem central Competency level 6 Supervisors/ technicians compentency levels 4 Training Procedure Competency - based Production workers compentency levels 3 Competency levels 1&2 Sitting with Nellie Competency levels Learning behavior theories Categories of knowledge workers Learning systems Fig. 7.2a 53 Knowledge management Action learning Problem central Training procedure Competency based Sitting with Nellie Level 6 Level 5 Professionals Level 4 F1 Production workers technicians Level 3 Knowledge competency Level 2 Level 1 Fig.7.2b R O RESPONSIBILTY OWNERSHIP F2 O F ON- TIME CORRECTIVE ACTION Ownership of total process FOCUS Fig. 7.2c 54 learning behaviour Knowledge management Action learning Problem central Training procedure Competency based Sitting with Nellie Professionals gap Level 6 Supervisors and technicians Production workers Level 5 Level 4 Level 3 F1 Execution of Lean Six – sigma Strategy Gap closed Level 2 Level 1 learning behaviour F2 R O F O Fig. 7.2d 8. CONCLUSION It has been conclusively discussed that the two fundamental forces are required to execute the lean six sigma strategy. 9. APPENDICES Appendix I survey questions. APPENDIX I Rev.0 SURVEY QUESTIONS 1. How long have you been working in your company? ----years. 2. What is your designation? -----------------------3. Where would you place your hierarchical position in accordance to the matrix below? 55 a. Top manager……………… b. Middle manager………….. c. Professionals……………… d. Supervisors/ technicians….. e. Production workers………. f. Others……………………… 4. Does your company has daily production meeting? ( daily production meeting is one which discusses and solves issues directly related to customers’ delivery plan). a. Yes…… b. No……. c. Others ( please specify e.g weekly)……………………………………….. d. What is the average duration of a production meeting?…………………….minutes. Poor e. Do you agree the meeting is effective 1 2 3 average 4 5 6 7 8 strong 9 10 5. Does your company has daily Quality meeting? ( quality meeting is to discuss and solve all quality issues). a. Yes………… b. No ………… c. Others ( please specify)…………………………………. d. What is the average duration of each meeting ?………………..minutes. Poor average strong e. Do you agree the meeting is effective 1 2 3 4 5 6 7 8 9 10 6. Please mark only when your company has the following ( leave the box blank if your company does not have it) ; a. Vision/ mission. b. Quality policy. c. Suggestion scheme. 56 d. Formalized training and development. e. Succession planning. f. ISO 9000. g. TS16949 h. ISO14000. i. OHS 1801 j. Supplier management system k. Goods receiving inspection system. l. In- process control system m. Outgoing quality control system. n. Off- site meetings. o. Formalized Kaizen ( continuous improvement) program. p. Work instructions. q. Company wide quality control procedures. r. Major KPIs; i. Financial indicators. ii. Internal business indicators. iii. Customers indicators. iv. Innovation and learning indicators. 7. Employee welfare program. 8. Calibration and maintenance program. 9. Do you have monthly operations meeting to discuss the KPIs?. 57 a. Yes…… b. No….. 10. In your opinion , how effective is for each KPI; a. Financial indicators Poor average 1 2 3 4 5 6 7 8 strong 9 10 NA b. Internal business indicators Poor 1 2 3 average 4 5 6 7 8 strong 9 10 NA 7 8 strong 9 10 NA c. Customers indicators Poor 1 2 3 average 4 5 6 d. Innovation and learning indicators Poor 1 2 3 average 4 5 6 7 strong 8 9 10 NA 11. In your opinion , what is the on- time delivery to your customers?. Poor 1 2 3 average 4 5 6 7 strong 8 9 10 NA 12. In your opinion , what is the quality of the output products? Poor 1 2 3 average 4 5 6 7 8 strong 9 10 NA 13. In your opinion how effective is your organization in solving quality and productivity issues?. Poor average strong 1 2 3 4 5 6 7 8 9 10 NA 58 14. Do you think your organization has the right level of knowledge to solve quality and productivity issues? Poor 1 2 3 average 4 5 6 7 8 strong 9 10 NA 15. In your opinion, mark the level of motivation of category of staff in your organization. 1. Top managers. Poor 1 2 average 3 4 5 6 7 strong 8 9 10 NA 7 8 strong 9 10 NA 7 8 strong 9 10 NA 7 8 strong 9 10 NA 7 strong 8 9 10 NA 2. Middle managers Poor 1 2 3 average 4 5 6 3. Professionals Poor 1 2 3 average 4 5 6 4. Supervisors/ technicians. Poor 1 2 3 average 4 5 6 5. Production workers. Poor 1 2 3 average 4 5 6 16. How do you rate the execution culture of your company? Poor 1 2 3 average 4 5 6 7 8 strong 9 10 NA 17. How do you rate the learning culture of your company? Poor average strong 59 1 2 3 4 5 6 7 8 9 10 NA 18. Do you think that jobs normally assigned in your company have taken too long to be completed. Strongly barely strongly Disagree agree agree 1 2 3 4 5 6 7 8 9 10 NA 19. Do you think that most of the jobs that are not completed on-time are mainly due to the following factors ( tick one or both if applicable); a. 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