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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 8 Issue 1, January-February 2024 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1046
‘Six Sigma Technique’: A Journey Through its Implementation
Aditi Sunilkumar Ghosalkar
Assistant Professor, Shri Sarvajanik Commerce College, Mehsana, Gujarat, India
ABSTRACT
The manufacturing industries all over the world are facing tough
challenges for growth, development and sustainability in today’s
competitive environment. They have to achieve apex position by
adapting with the global competitive environment by delivering
goods and services at low cost, prime quality and better price to
increase wealth and consumer satisfaction. Cost Management ensures
profit, growth and sustainability of the business with implementation
of Continuous Improvement Technique like Six Sigma. This leads to
optimize Business performance. The method drives for customer
satisfaction, low variation, reduction in waste and cycle time
resulting into a competitive advantage over other industries which did
not implement it. The main objective of this paper ‘Six Sigma
Technique: A Journey Through Its Implementation’ is to
conceptualize the effectiveness of Six Sigma Technique through the
journey of its implementation.
KEYWORDS: Cost Accounting, Traditional Costing Methods, Six
Sigma Technique, Continuous Improvement and Efficiency in
Performance.
How to cite this paper: Aditi
Sunilkumar Ghosalkar "‘Six Sigma
Technique’: A Journey Through its
Implementation" Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-8 |
Issue-1, February
2024, pp.1046-
1049, URL:
www.ijtsrd.com/papers/ijtsrd64546.pdf
Copyright © 2024 by author (s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
INTRODUCTION
The cost accounting system provides information
useful for cost control, pricing of a product;
formulation or change in the process, raw material
management, etc. The costing system should take into
consideration the trends followed in the market as it
affects the product cost although it is not directly
related to production cost. As observed by Tsifora,
Evdokia and Chatzoglou, Prodromos D (2016),
evolution of costing process for the period 1985 to
2015 conducted with a field survey to examine the
development and innovation in the costing process
during the period on the basis of technological
progress, changes in production and costing system,
and the changes in the costing information used for
managerial decisions. The use of modern costing
system helped the organization to take many strategic
decisions efficiently highlighting the fact that it is
more beneficial as compared to the traditional costing
system.
Companies follow various methods and techniques to
manage their cost. Observing the current trend and
opportunities, companies have started shifting from
conventional methods to modern methods. The
modern approach includes techniques like Six Sigma,
Just-in-time, TQM, etc. The costing system
implemented should measure the performance and
development of the product. The reports obtained
should be helpful for a proper governance, control
and improve the cost effectiveness and efficiency of
the company.
Evolution of Six Sigma Technique
Concept of Six Sigma was coined by the Motorola
Corporation in the late 1980s. The fundamental
principle of this latent defect theory was to eliminate
deviation in production and services and their
processes so that defects are kept down and customer
satisfaction is attained. In this theory the variation in
manufacturing processes becomes the main culprit for
defects. Elimination of these defects will save money
as well as escalate customer satisfaction. This
deviation was calculated with the help of ‘sigma’.
This theory was later re-developed in 1995 by Jack
Welch as a prime concept in business strategy of
General Electric.
Six Sigma is a popular quality and process
improvement methodology and a statistical concept
that defines deviations existing in the process. The
focus is on reducing process deviation and improve
IJTSRD64546
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1047
process effectiveness. Some of the principles that
govern Six Sigma are – Customer-Focused
Improvement, Continuous Process Improvement,
Variation, Removing Waste, Equipping People and
Controlling the Process. Six Sigma approach can be
implemented at a very early stage of identification of
need for improvement initiative.
Shokri, Alireza. (2017), explains Six Sigma as a
means of managing global competitiveness through
continuous improvement and business excellence
fostering a strategic and systematic alignment of
quality and statistical thinking.
Implementation of Six Sigma:
Linderman, K. (2003), suggests Six Sigma as a
organized and structured method for strategic process
improvement, product development that relies on
statistical methods and the scientific method to make
dramatic reductions in customer defined defect rates.
The process improvement is attained by pattern of
Plan, Do, Check, Act (PDCA) cycle.
The Six Sigma Technique is implemented by two
methods viz. DMADV and DMAIC. Define,
Measure, Analyse, Design and Verify (DMADV) is
used for item outline before assembling generally
applied to refine the assembling process through
decrease of variation. It proposes to eradicate the
disparity between what the customer needs and what
was actually designed. This strategy ought to be
executed when an administration or item needs to be
grown in an organization where does not as of now
exist or has not achieved the certain sigma level.
DMAIC stands for Define, Measure, Analyse,
Improve and Control. The ‘Define’ stage identifies
the necessary features that customers consider
significantly, production processes that support the
features along with the elements of the process. In the
‘Measure’ stage, key characteristics identified are
categorized. The verification systems for measuring
measurement systems are also done with collection of
relevant data. In the next step of ‘Analyse’, the raw
data collected is compiled in a format required to
identify defects. In the step of ‘Improve’, the
company identifies the steps to be taken to overcome
the defects identified. The changes made are also
reassessed to ensure the benefits derived from such
change. Lastly, in the step of ‘Control’, if the
processes performance is satisfactory the process is
adopted. Here, the process is also monitored as way
of ensuring that there are no unexpected changes.
The main aim of this structure is to achieve Six Sigma
at every stage of development of product. Gradually
this technique got famous and was implemented in
various industries. The major principles are –
Customer-Focused Improvement, Continuous Process
Improvement, Variation, Eliminating Waste, Training
People and Controlling the Process. It is a strategic
initiative to boost profitability, increase market share
and improve customer satisfaction leading to
breakthrough quantum gains in quality. The Six
Sigma technique can be summarized as follows –
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1048
Figure 1: The Value of Defect Percentage under various Sigma Levels
Sigma Level Defects Per Million Opportunities Defects (%) Yield (%) Interpretation
1 6,91,462 69 31 Loss
2 3,08,538 31 69 Non-Competitive
3 66,807 6.7 93.30 Average
4 6,210 0.62 99.38 Above Average
5 233 0.023 99.977 Below Maximum Productivity
6 3.4 0.00034 99.99966 Near Perfection
Source: Adapted from ICAI Study Module – Lean System and Innovation
Trimarjoko, Aris & Purba, Humiras & Nindiani,
Aina. (2020), observed that the causes of variations in
any manufacturing industry is generally caused by
4M 1E factors viz. Man, Machine, Material, Method
and Environment. Six Sigma consists of an efficient
and well governed method widely known as DMAIC
which has proven to be efficient in enhancing the
process capability.
Aboelmaged, Mohamed. (2010), suggested that
successful implementation of Six Sigma quality is
directly correlated with better financial performance
and profit generation by means of reduction in
process variability, cost of poor quality (COPQ),
operational costs, in-process defect levels, cycle time,
customer complaints, and maintenance inspection
time; improving capacity cycle time, inventory on-
time delivery, savings in capital expenditures,
profitability, productivity, sales.
The Six Sigma model should be installed with six
steps. The first step is to perform a strategic analysis
on the bases of customer needs. The second step
relates to improvement initiative which is established
by a high-level, cross-functional team. The third step
identifies overall improvement tools and techniques.
The fourth step performs high-level process mapping
and prioritizes improvement opportunities. These four
steps form strategic decisions steps useful for
decision making. The fifth and sixth steps relate to
development of detailed plan and revise it as required.
These are tactical decisions primarily involved in
decision making process.
Zhang, M., Wang, W., Goh, T. N., & He, Z. (2014),
in their case study derived that Six Sigma became an
important driving principle for coping up the global
competitiveness. It was observed that there has to be
proper knowledge about core concepts of Six Sigma
amongst the managers and support from them to other
employees for the employees to implement the
method. It has to be an essential daily routine
amongst the staff.
Ricardo (2002) has identified factors affecting the
implementation of Six Sigma Technique viz. –
Management involvement and strategy, Effective
communication, Proper infrastructure, Adequate
training to staff, Tools and Techniques, Project
Specific skills, Prioritization and Linking Six Sigma
with business strategy – Consumers – Human
Resource – Supplier.
Conclusion:
Six Sigma is a popular quality and process
improvement methodology and a statistical concept
that defines variation existing in any process. The
method targets to manufacture goods with negligible
defects so as to meet the standards of the customer
specifications. This method uses statistical tool of
Sigma for elimination of variations in the production
and services where there are only 3.4 defects per
million opportunities (99.99966% error-free). Hence
it can be said that Six Sigma provides maximum
value to companies in the form of increased profits
and consumer satisfaction through high-quality
products at the lowest possible cost. The methodology
is best described as a business excellence strategy,
customer-driven, project-driven and business-driven.
References:
[1] Linderman, K. (2003). Six Sigma: a goal-
theoretic perspective. Journal of Operations
Management, 21(2), 193–203.
doi:10.1016/s0272-6963(02)00087-6
[2] Ricardo, B. C., & Jiju, A. (2002). Critical
success factors for the successful
implementation of six sigma projects in
organisations. The TQM Magazine, 14(2), 92-
99.
[3] Roger G. Schroeder; Kevin Linderman; Charles
Liedtke; Adrian S. Choo (2008). Six Sigma:
Definition and underlying theory. , 26(4), 536–
554.
[4] Shokri, A. (2017). Quantitative analysis of Six
Sigma, Lean and Lean Six Sigma research
publications in last two decades. International
Journal of Quality & Reliability Management,
34(5), 598–625. doi:10.1108/ijqrm-07-2015-
0096
[5] Snee, R. D. (2004). Six-Sigma: the evolution of
100 years of business improvement
methodology. International Journal of Six
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1049
Sigma and Competitive Advantage, 1(1), 4.
doi:10.1504/ijssca.2004.005274
[6] Trimarjoko, Aris & Purba, Humiras &
Nindiani, Aina. (2020). Consistency Of Dmaic
Phases Implementation On Six Sigma Method
In Manufacturing And Service Industry: A
Literature Review. 11. 34-45.
10.24425/mper.2020.136118.
[7] Tsifora, Evdokia and Chatzoglou, Prodromos
D, The Evolution of Costing During the Period
1985-2015: Progress or Inactivity? (July 15,
2016). International Journal of Business and
Economic Sciences Applied Research, Vol. 9,
No. 2, 2016.2
[8] Yang, C. C., Jou, Y. T., Lin, M. C., Silitonga,
R. M., & Sukwadi, R. (2022). The
Development of the New Process of Design for
Six Sigma (DFSS) and Its Application.
Sustainability, 14(15), 9294.
[9] Zhang, M., Wang, W., Goh, T. N., & He, Z.
(2014). Comprehensive Six Sigma application:
a case study. Production Planning & Control,
1–16. doi:10.1080/09537287.2014.891058

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‘Six Sigma Technique’ A Journey Through its Implementation

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 8 Issue 1, January-February 2024 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1046 ‘Six Sigma Technique’: A Journey Through its Implementation Aditi Sunilkumar Ghosalkar Assistant Professor, Shri Sarvajanik Commerce College, Mehsana, Gujarat, India ABSTRACT The manufacturing industries all over the world are facing tough challenges for growth, development and sustainability in today’s competitive environment. They have to achieve apex position by adapting with the global competitive environment by delivering goods and services at low cost, prime quality and better price to increase wealth and consumer satisfaction. Cost Management ensures profit, growth and sustainability of the business with implementation of Continuous Improvement Technique like Six Sigma. This leads to optimize Business performance. The method drives for customer satisfaction, low variation, reduction in waste and cycle time resulting into a competitive advantage over other industries which did not implement it. The main objective of this paper ‘Six Sigma Technique: A Journey Through Its Implementation’ is to conceptualize the effectiveness of Six Sigma Technique through the journey of its implementation. KEYWORDS: Cost Accounting, Traditional Costing Methods, Six Sigma Technique, Continuous Improvement and Efficiency in Performance. How to cite this paper: Aditi Sunilkumar Ghosalkar "‘Six Sigma Technique’: A Journey Through its Implementation" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-8 | Issue-1, February 2024, pp.1046- 1049, URL: www.ijtsrd.com/papers/ijtsrd64546.pdf Copyright © 2024 by author (s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) INTRODUCTION The cost accounting system provides information useful for cost control, pricing of a product; formulation or change in the process, raw material management, etc. The costing system should take into consideration the trends followed in the market as it affects the product cost although it is not directly related to production cost. As observed by Tsifora, Evdokia and Chatzoglou, Prodromos D (2016), evolution of costing process for the period 1985 to 2015 conducted with a field survey to examine the development and innovation in the costing process during the period on the basis of technological progress, changes in production and costing system, and the changes in the costing information used for managerial decisions. The use of modern costing system helped the organization to take many strategic decisions efficiently highlighting the fact that it is more beneficial as compared to the traditional costing system. Companies follow various methods and techniques to manage their cost. Observing the current trend and opportunities, companies have started shifting from conventional methods to modern methods. The modern approach includes techniques like Six Sigma, Just-in-time, TQM, etc. The costing system implemented should measure the performance and development of the product. The reports obtained should be helpful for a proper governance, control and improve the cost effectiveness and efficiency of the company. Evolution of Six Sigma Technique Concept of Six Sigma was coined by the Motorola Corporation in the late 1980s. The fundamental principle of this latent defect theory was to eliminate deviation in production and services and their processes so that defects are kept down and customer satisfaction is attained. In this theory the variation in manufacturing processes becomes the main culprit for defects. Elimination of these defects will save money as well as escalate customer satisfaction. This deviation was calculated with the help of ‘sigma’. This theory was later re-developed in 1995 by Jack Welch as a prime concept in business strategy of General Electric. Six Sigma is a popular quality and process improvement methodology and a statistical concept that defines deviations existing in the process. The focus is on reducing process deviation and improve IJTSRD64546
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1047 process effectiveness. Some of the principles that govern Six Sigma are – Customer-Focused Improvement, Continuous Process Improvement, Variation, Removing Waste, Equipping People and Controlling the Process. Six Sigma approach can be implemented at a very early stage of identification of need for improvement initiative. Shokri, Alireza. (2017), explains Six Sigma as a means of managing global competitiveness through continuous improvement and business excellence fostering a strategic and systematic alignment of quality and statistical thinking. Implementation of Six Sigma: Linderman, K. (2003), suggests Six Sigma as a organized and structured method for strategic process improvement, product development that relies on statistical methods and the scientific method to make dramatic reductions in customer defined defect rates. The process improvement is attained by pattern of Plan, Do, Check, Act (PDCA) cycle. The Six Sigma Technique is implemented by two methods viz. DMADV and DMAIC. Define, Measure, Analyse, Design and Verify (DMADV) is used for item outline before assembling generally applied to refine the assembling process through decrease of variation. It proposes to eradicate the disparity between what the customer needs and what was actually designed. This strategy ought to be executed when an administration or item needs to be grown in an organization where does not as of now exist or has not achieved the certain sigma level. DMAIC stands for Define, Measure, Analyse, Improve and Control. The ‘Define’ stage identifies the necessary features that customers consider significantly, production processes that support the features along with the elements of the process. In the ‘Measure’ stage, key characteristics identified are categorized. The verification systems for measuring measurement systems are also done with collection of relevant data. In the next step of ‘Analyse’, the raw data collected is compiled in a format required to identify defects. In the step of ‘Improve’, the company identifies the steps to be taken to overcome the defects identified. The changes made are also reassessed to ensure the benefits derived from such change. Lastly, in the step of ‘Control’, if the processes performance is satisfactory the process is adopted. Here, the process is also monitored as way of ensuring that there are no unexpected changes. The main aim of this structure is to achieve Six Sigma at every stage of development of product. Gradually this technique got famous and was implemented in various industries. The major principles are – Customer-Focused Improvement, Continuous Process Improvement, Variation, Eliminating Waste, Training People and Controlling the Process. It is a strategic initiative to boost profitability, increase market share and improve customer satisfaction leading to breakthrough quantum gains in quality. The Six Sigma technique can be summarized as follows –
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1048 Figure 1: The Value of Defect Percentage under various Sigma Levels Sigma Level Defects Per Million Opportunities Defects (%) Yield (%) Interpretation 1 6,91,462 69 31 Loss 2 3,08,538 31 69 Non-Competitive 3 66,807 6.7 93.30 Average 4 6,210 0.62 99.38 Above Average 5 233 0.023 99.977 Below Maximum Productivity 6 3.4 0.00034 99.99966 Near Perfection Source: Adapted from ICAI Study Module – Lean System and Innovation Trimarjoko, Aris & Purba, Humiras & Nindiani, Aina. (2020), observed that the causes of variations in any manufacturing industry is generally caused by 4M 1E factors viz. Man, Machine, Material, Method and Environment. Six Sigma consists of an efficient and well governed method widely known as DMAIC which has proven to be efficient in enhancing the process capability. Aboelmaged, Mohamed. (2010), suggested that successful implementation of Six Sigma quality is directly correlated with better financial performance and profit generation by means of reduction in process variability, cost of poor quality (COPQ), operational costs, in-process defect levels, cycle time, customer complaints, and maintenance inspection time; improving capacity cycle time, inventory on- time delivery, savings in capital expenditures, profitability, productivity, sales. The Six Sigma model should be installed with six steps. The first step is to perform a strategic analysis on the bases of customer needs. The second step relates to improvement initiative which is established by a high-level, cross-functional team. The third step identifies overall improvement tools and techniques. The fourth step performs high-level process mapping and prioritizes improvement opportunities. These four steps form strategic decisions steps useful for decision making. The fifth and sixth steps relate to development of detailed plan and revise it as required. These are tactical decisions primarily involved in decision making process. Zhang, M., Wang, W., Goh, T. N., & He, Z. (2014), in their case study derived that Six Sigma became an important driving principle for coping up the global competitiveness. It was observed that there has to be proper knowledge about core concepts of Six Sigma amongst the managers and support from them to other employees for the employees to implement the method. It has to be an essential daily routine amongst the staff. Ricardo (2002) has identified factors affecting the implementation of Six Sigma Technique viz. – Management involvement and strategy, Effective communication, Proper infrastructure, Adequate training to staff, Tools and Techniques, Project Specific skills, Prioritization and Linking Six Sigma with business strategy – Consumers – Human Resource – Supplier. Conclusion: Six Sigma is a popular quality and process improvement methodology and a statistical concept that defines variation existing in any process. The method targets to manufacture goods with negligible defects so as to meet the standards of the customer specifications. This method uses statistical tool of Sigma for elimination of variations in the production and services where there are only 3.4 defects per million opportunities (99.99966% error-free). Hence it can be said that Six Sigma provides maximum value to companies in the form of increased profits and consumer satisfaction through high-quality products at the lowest possible cost. The methodology is best described as a business excellence strategy, customer-driven, project-driven and business-driven. References: [1] Linderman, K. (2003). Six Sigma: a goal- theoretic perspective. Journal of Operations Management, 21(2), 193–203. doi:10.1016/s0272-6963(02)00087-6 [2] Ricardo, B. C., & Jiju, A. (2002). Critical success factors for the successful implementation of six sigma projects in organisations. The TQM Magazine, 14(2), 92- 99. [3] Roger G. Schroeder; Kevin Linderman; Charles Liedtke; Adrian S. Choo (2008). Six Sigma: Definition and underlying theory. , 26(4), 536– 554. [4] Shokri, A. (2017). Quantitative analysis of Six Sigma, Lean and Lean Six Sigma research publications in last two decades. International Journal of Quality & Reliability Management, 34(5), 598–625. doi:10.1108/ijqrm-07-2015- 0096 [5] Snee, R. D. (2004). Six-Sigma: the evolution of 100 years of business improvement methodology. International Journal of Six
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD64546 | Volume – 8 | Issue – 1 | Jan-Feb 2024 Page 1049 Sigma and Competitive Advantage, 1(1), 4. doi:10.1504/ijssca.2004.005274 [6] Trimarjoko, Aris & Purba, Humiras & Nindiani, Aina. (2020). Consistency Of Dmaic Phases Implementation On Six Sigma Method In Manufacturing And Service Industry: A Literature Review. 11. 34-45. 10.24425/mper.2020.136118. [7] Tsifora, Evdokia and Chatzoglou, Prodromos D, The Evolution of Costing During the Period 1985-2015: Progress or Inactivity? (July 15, 2016). International Journal of Business and Economic Sciences Applied Research, Vol. 9, No. 2, 2016.2 [8] Yang, C. C., Jou, Y. T., Lin, M. C., Silitonga, R. M., & Sukwadi, R. (2022). The Development of the New Process of Design for Six Sigma (DFSS) and Its Application. Sustainability, 14(15), 9294. [9] Zhang, M., Wang, W., Goh, T. N., & He, Z. (2014). Comprehensive Six Sigma application: a case study. Production Planning & Control, 1–16. doi:10.1080/09537287.2014.891058