Parkinson's Law in Project Management

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''Author: Erika Marie Strøm''
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Parkinson's Law states that work expands to fill the time available for its completion.<ref name="Essay"> Parkinson, C. Northcote (November 19, 1955) [https://www.economist.com/news/1955/11/19/parkinsons-law "Parkinson’s Law"], ''The Economist''. Retrieved 13 February 2021.</ref> It was formulated by British historian and author Cyril Northcote Parkinson in an essay for ''The Economist'' in 1955.<ref name="biblo"> Editors of Encyclopaedia Britannica [https://www.britannica.com/biography/C-Northcote-Parkinson "C. Northcote Parkinson"], ''Britannica''. Retrieved 13 February 2021.</ref>  
 
Parkinson's Law states that work expands to fill the time available for its completion.<ref name="Essay"> Parkinson, C. Northcote (November 19, 1955) [https://www.economist.com/news/1955/11/19/parkinsons-law "Parkinson’s Law"], ''The Economist''. Retrieved 13 February 2021.</ref> It was formulated by British historian and author Cyril Northcote Parkinson in an essay for ''The Economist'' in 1955.<ref name="biblo"> Editors of Encyclopaedia Britannica [https://www.britannica.com/biography/C-Northcote-Parkinson "C. Northcote Parkinson"], ''Britannica''. Retrieved 13 February 2021.</ref>  
  
Originally, Parkinson's Law described how a bureaucracy can grow unrelated to its actual workload because people make work for each other by complicating work. The growth of bureaucracy depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. From statistical analyses, he determined the increase in staff per year to be around 5-7% independent of its workload. Based on this, he formulated a mathematical formula to determine the annual increase in staff in any public administrative department.<ref name="Essay" />
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Originally, Parkinson's Law described how a bureaucracy can grow unrelated to its actual workload because people make work for each other. The growth of bureaucracy depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. From statistical analyses, Parkinson determined the increase in staff per year to be around 5-7% independent of its workload. Based on this, he formulated a mathematical formula to determine the annual increase in staff in any public administrative department.<ref name="Essay" />
  
The tendency in work behaviour Parkinson's Law describes, is one of the reasons why projects are delayed. Parkinson’s Law explains the behavioural aspect of scheduling. According to Parkinson's Law, a person will spent all the available time to complete a task regardless of the tasks size. This results in inefficient use of time and effort. Project managers can use this to understand employees motivation for completing tasks. In project schedule management, this is valuable knowledge when estimating activity duration. The project manager should account for this tendency when scheduling to enhance productivity.
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According to Parkinson's Law, a person will spent all of the available time to complete a task regardless of the tasks size. This tendency leads to inefficient use of time and resources and affects project performance. Project managers can use Parkinson's Law to understand how people work and to ensure productivity and efficiency. Project scheduling is the main driver to mitigate Parkinson's Law.  
<ref name="guide"> Project Management Institute, Inc. (September 22, 2017). "Chapter 6: Project Schedule Management". ''Guide to the Project Management Body of Knowledge (PMBOK® Guide)'' (6th ed.). Project Management Institute, Inc. (PMI). pp. 173–230. ISBN 978-1-5231-1232-6. </ref>
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This article highlights areas in project management where techniques and tools are affected by Parkinson's Law. Tools to minimise the implications of Parkinson's Law are suggested and reflected upon.  
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This article highlights areas in project management that are affected by Parkinson's Law and explains some of the key problems. Two techniques are suggested to mitigate Parkinson's Law and resolve some of the identified problems.    
  
 
== Theory ==
 
== Theory ==
In Parkinson’s essay from 1955, the law refers to the relationship between the bureaucracy and its workload. The law describes how people make work for each other by complicating the work. Therefore, a bureaucracy can grow unrelated to its actual workload. The growth depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. The Law of Multiplication of Subordinates states an overworked person, seeking promotion, in an organisation has incentives to multiply subordinates instead of creating rivals by sharing their work. The Law of Multiplication of Work states that people will make work for each other by complicating it so everyone is occupied. This gives the impression that the staff is overworked and missing resources. Therefore, more staff is hired.   
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In Parkinson’s essay from 1955<ref name="Essay" />, the law refers to the relationship between the bureaucracy and its workload. The law describes how people make work for each other by complicating the work. Therefore, a bureaucracy can grow unrelated to its actual workload. The growth depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. The Law of Multiplication of Subordinates states an overworked person, seeking a promotion, in an organisation has incentives to multiply subordinates instead of creating rivals by sharing their work. The Law of Multiplication of Work states that people will make work for each other by complicating it to occupy everyone. This gives the impression that the staff is overworked and lacking resources, therefore more staff is hired.<ref name="Essay" />  
  
Parkinson uses the bureaucracy of the British Civil Service as an example of Parkinson’s Law. He supports his statements with statistical analyses showing that the number of ships and men in the royal navy fell between 1914 and 1928, while the number of employees in administration rose. With these analyses, he determined the rate of staff per year to be around 5-7% independent of the amount of work. He formulated the following mathematical formula to determine the annual increase in staff in any public administrative department:<ref name="Essay" />
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Parkinson uses the bureaucracy of the British Civil Service as an example of Parkinson’s Law.<ref name="wen"> Wen, T. (May 22, 2020) [https://www.bbc.com/worklife/article/20191107-the-law-that-explains-why-you-cant-get-anything-done "The ‘law’ that explains why you can't get anything done"], ''BBC''. Retrieved 21 February 2021.</ref>[[File:Parkinsons.png‎|thumb|upright=4|right|250px|Figure 1: Parkinson's Law on the same amount of work (inspired by <ref> Consuunt [https://www.consuunt.com/parkinsons-law/ "Parkinson’s Law"], ''Consuunt''. Retrieved 28 February 2021. </ref>).]] He supports his statements with statistical analyses showing that the number of ships and men in the royal navy fell between 1914 and 1928, while the number of employees in administration rose. With these analyses, he determined the rate of staff per year to be around 5-7% independent of the amount of work. He formulated the following mathematical formula to determine the annual increase in staff in any public administrative department:<ref name="Essay" />
  
x = (2k^m+p)/n
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<math> x = \frac{2k^m+p}{n} </math>
  
*''k'' = number of staff with incentives multiply subordinates
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*''k'' = number of employees with incentives to multiply subordinates
*''p'' = the difference between the ages of appointment and retirement
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*''m'' = number of hours devoted to answering minutes within the department  
 
*''m'' = number of hours devoted to answering minutes within the department  
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*''p'' = difference between the ages of appointment and retirement
 
*''n'' = number of effective units being administered  
 
*''n'' = number of effective units being administered  
*''x'' = number of new staff each year<ref name="Essay" />
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*''x'' = number of new employees each year<ref name="Essay" />
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The definition of Parkinson’s Law as known today is the first sentence of the essay, "It is a commonplace observation that work expands so as to fill the time available for its completion" (Parkinson, 1955). Parkinson describes how work is elastic in its demands on time. Work becomes more complex as to fill the time before completion. He uses the example of an elderly lady spending a whole day writing and sending a postcard. A busy man could do it in three minutes, yet the lady spends the day worrying and stressing over sending the postcard.<ref name="Essay" />
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In project management, this is the definition applied. Parkinson’s Law describes the tendency that people will spent all of the allocated time to complete a task regardless of the time it actually takes to complete it. Likewise, a person will not complete a task before a deadline, resulting in inefficient use of resources and time. For instance, a person has one week to complete a task that takes 8 hours, but instead of completing it on the first day using all of their effort, the person will use less effort and spent a week. There are a number of reasons why people are not interested in completing work before its deadline. Chen and Hall (2021) highlight the desire to appear busy to not receive additional tasks, the desire to avoid having resources withdrawn as a result of over-performance, and the natural tendency towards laziness and procrastination.
  
The definition of Parkinson’s Law as known today is the first sentence of the essay (Parkinson, 1955), "It is a commonplace observation that work expands so as to fill the time available for its completion." Parkinson describes how work is elastic in its demands on time. Work becomes more complex as to fill the time before completion. Parkinson uses the example of an elderly lady spending a whole day writing and sending a postcard. A busy man could do it in three minutes, yet the lady spends the day worrying and stressing over sending the postcard.  
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== Implications on Project Management ==
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The behaviour associated with Parkinson’s Law has a great influence on project performance. Along with student syndrome, it is one of the reasons why projects are routinely inefficient and delayed.<ref name="incentives"> Chen, B. & Hall, N. G. (January 16, 2021) [https://www.sciencedirect.com/science/article/pii/S0377221720305476 "Incentive schemes for resolving Parkinson’s Law in project management"]. ''European Journal of Operational Research.'' '''288''' (20): 666–682. doi:10.1016/j.ejor.2020.06.006 </ref>
  
In project management, this is the definition applied. Parkinson’s Law describes the tendency that people will spent all of the allocated time to complete a task regardless of the time it actually takes to complete it. Likewise, a person will not complete a task before a deadline, resulting in inefficient use of resources and time (ref). For instance, a person has one week to complete a task that takes 8 hours, but instead of completing it on the first day using all of their effort, the person will use less effort and spent a week.
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Within project '''scheduling''', it is important project managers are aware of the behaviour caused by Parkinson's Law and how they can minimise it with scheduling. According to Parkinson's Law, a task is either completed on time or delayed. A task is not completed and delivered before its deadline. To achieve the most efficient use of resources and time, the time allocated for each task in a project needs to correspond with the time to completion using maximum effort. If the allocated time is too short, the task is delayed and if it is too long, unnecessary time and resources are spent on the task. According to the the Project Management Institute (PMI) standard ''Guide to the Project Management Body of Knowledge (PMBOK® Guide)'', a number of factors influence the estimated duration of a task, such as the required resources and the inputs provided by the persons most familiar with the work. The accuracy and quality of the duration estimates depends on how detailed and precise available data is.
  
== Affected Areas ==
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Besides scheduling, '''resources''', '''risks''', and '''governance''' are also affected by Parkinson's Law.
The behaviour associated with Parkinson’s Law has a big influence on project performance. <ref name="incencitives"> Chen, B.; Hall, N. G. (June 12, 2020). "Incentive schemes for resolving Parkinson’s Law in project management". European Journal of Operational Research 288. pp. 666–682.</ref> Along with student syndrome, it is one of the main reasons why deadlines are not met.
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Within project '''scheduling''', it is important a project manager is aware of it. According to Parkinson's Law, it is assumed that a task either is completed on time or is delayed. The task is not completed before time. To achieve the most efficient use of resources and time, the time allocated for each task needs to correspond with the time it actually takes to complete it. If the allocated time is too short the task is delayed and if the allocated time is too long unnecessary time is spent on the task. However, it is difficult to accurately estimate the time needed as it depends on a number of factors, such as the estimators knowledge about task, the competencies of the person allocated to the task, and available resources.  
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=== Scheduling ===
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In project scheduling, the objective is to make a detailed plan of activity durations and dates to ensure timely completion of a project. As the project progresses, it is monitored and controlled to update the schedule.<ref name="guide"> Project Management Institute, Inc. (September 22, 2017). "Chapter 6: Project Schedule Management". ''Guide to the Project Management Body of Knowledge (PMBOK® Guide)'' (6th ed.). Project Management Institute, Inc. (PMI). pp. 173–230.</ref> In terms of Parkinson's Law in scheduling, the concern is whether time and resources are used efficiently. As previously mentioned, the quality of a schedule depends on factors such as the number of available resources. However, in the following section the focal point is purely project schedule management and how it may be affected by Parkinson's Law.  
  
Besides scheduling, '''risk management''' and '''decision-making''' are also affected by Parkinson's Law.
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According to the PMI standard, project schedule management consists of six processes to properly manage the completion of a project. The processes are: (1) Plan Schedule Management, (2) Define Activities, (3) Sequence Activities, (4) Estimate Activity Durations, (5) Develop Schedule, and (6) Control Schedule. The fourth process, estimate activity durations, has a great influence on minimising the behaviour resulting from Parkinson's Law. The estimated activity durations need to correspond to the time it takes to complete the activity. This requires an estimation of the amount of work effort and the amount of available resources to complete the activity.<ref name="guide" />
  
== Scheduling ==
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The following scheduling techniques and tools can be subject to Parkinson's Law if not properly managed:
  
In project scheduling, the concern is whether time and resources are used efficiently and tasks are timely completed. In the following sections, scheduling techniques and tools from PMIs standard to project management, 'Guide to the Project Management Body of Knowledge (PMBOK® Guide)' (2017), are discussed in relation to Parkinson's Law. Project schedule management consists of six processes to properly manage the completion of a project. The processes are: (1) Plan Schedule Management, (2) Define Activities, (3) Sequence Activities, (4) Estimate Activity Durations, (5) Develop Schedule, and (6) Control Schedule.<ref name="guide"> Project Management Institute, Inc. (September 22, 2017). "Chapter 6: Project Schedule Management". ''Guide to the Project Management Body of Knowledge (PMBOK® Guide)'' (6th ed.). Project Management Institute, Inc. (PMI). pp. 173–230. ISBN 978-1-5231-1232-6. </ref>     
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*'''Analogous estimating''' is used to determine the duration of an activity in the fourth process, Estimate Activity Durations. This technique uses historical data from a similar activity or project to estimate the duration of an activity. It is frequently used to estimate activity durations when information about the project is scarce. This is less time-consuming and costly, but also less accurate.<ref name="guide" /> The durations may be unnecessary long, which results in inefficiency due to Parkinson's Law. The risk of using durations from a project affected by Parkinson's Law is also likely.  
  
===Three-point estimating and reserve analysis===
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*'''Reserve analysis''' is used to determine the amount of reserve needed to handle contingency. Duration estimates can include contingency reserves, also known as schedule reserves, to account for uncertainty. The contingency reserve should be used, reduced, or eliminated as the project progresses and more information is available.<ref name="guide" /> According to Parkinson's Law, instead of using the reserve on contingencies, people will assume they have more time to complete an activity without delaying the project and use it. The contingency reserve is most likely used rather than reduced or eliminated.
Three-point estimating is used to determine the duration of an activity in the fourth process, estimate activity durations. Unlike techniques with the same purpose, three-point estimating considers estimation uncertainty and risk and estimates three durations: The most likely, the optimistic, and the pessimistic. While the three-point estimate clarifies the range of uncertainty, suggesting three durations allows for Parkinson’s Law. If the pessimistic estimate is the longest allowed time while meeting the project completion, people will assume they have more time.<ref name="guide" />  
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:When dealing with Parkinson’s Law, it is important to set realistic, but tight deadlines. By having contingency reserves, efficiency is at risk.
  
Likewise, reserve analysis also allows for Parkinson’s Law. Contingency reserves are necessary to have when dealing with uncertainty, but following Parkinson’s Law, people will assume they have more time without delaying the project. When dealing with Parkinson’s Law, it is important to set realistic, but tight deadlines. If too much contingency reserve is allowed, people will consume it.<ref name="guide" />
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*'''Critical Path Method (CPM)''' is one of the techniques used to develop a schedule in the fifth process. CPM is used to identify the shortest time to complete a project based on the estimated activity durations. The early start, early finish, late start, and late finish dates are calculated for all activities without regard to resource limitations. CPM helps the project manager determine if a schedule is on the critical path.<ref name="guide"/><ref name="practice" />
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:However, in CPM activity durations tend to be purposely overestimated by employees to ensure the activity is completed on time and to avoid blame if it is delayed. Overestimation of durations leads to inefficiency due to the behaviour resulting from Parkinson's Law.<ref name="incentives"/>     
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:According to Kinser (2008), if CPM is not properly managed people will start an activity on its late start date, consume all float, and turn all paths critical.<ref> Kinser, J. (2008) [https://www.pmi.org/learning/library/ten-laws-project-management-literature-6968 "The top 10 laws of project management"], ''Project Management Institute, Inc.''. Paper presented at PMI® Global Congress 2008—North America, Denver, CO. Newtown Square, PA: Project Management Institute. </ref>
  
===Critical path method===
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The following techniques could compromise efforts to minimise implications of Parkinson's Law:
Critical path method (CPM) is one of the techniques used to schedule in the fifth process, develop schedule. This process consists of creating a schedule model based on the estimated durations and resources. The critical path method is used to identify the shortest time to complete a project. The schedule network analysis technique calculates the early start, early finish, late start, and late finish dates for all activities without regard for any resource limitations. CPM helps the project manager determine if a schedule is on the critical path. However, if not properly managed according to Parkinson’s Law, people will start an activity on its late start date, consuming all float and turning all paths critical.<ref name="guide" /><ref name="practice" /><ref> Kinser, J. (2008). [https://www.pmi.org/learning/library/ten-laws-project-management-literature-6968 "The top 10 laws of project management"]. Paper presented at PMI® Global Congress 2008—North America, Denver, CO. Newtown Square, PA: Project Management Institute. Retrieved 21 February 2021. </ref>
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===Crashing===
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*'''Crashing''' is a common technique used when an activity or project is behind schedule. More resources are added to shorten the time to completion.<ref name="guide" /> Crashing may be applied to a project delayed by the implications of Parkinson's Law.
Parallels can be drawn between the observations Parkinson describes in his essay and ‘The Mythical Man-Month’ (1975) by Frederick Brooks. Brooks' Law states that ‘adding people to a late software project makes it later’. This statement is based on Brook’s own experiences at IBM. When a project is behind schedule, the project is crashed. More resources are added to shorten the schedule duration. However, by adding more people, bureaucracy and training increased. Instead of being more effective, the project is delayed further.<ref> Roth, D. (December 12, 2009). [https://money.cnn.com/magazines/fortune/fortune_archive/2005/12/12/8363107/index.htm "QUOTED OFTEN, FOLLOWED RARELY"], ''CNN''. Retrieved 21 February 2021. </ref><ref name="guide" />
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:Parallels can be drawn between the observations Parkinson made in his essay and ''The Mythical Man-Month'' by Frederick Brooks (1975). Brooks' Law states that adding people to a late project, makes it later. This statement is based on Brook’s own experiences at IBM. When a software project was behind schedule, the project was crashed. However, by adding more people, bureaucracy and training increased. Instead of being more effective, the project was delayed further.<ref> Roth, D. (December 12, 2009) [https://money.cnn.com/magazines/fortune/fortune_archive/2005/12/12/8363107/index.htm "QUOTED OFTEN, FOLLOWED RARELY"], ''CNN''. Retrieved 21 February 2021. </ref> Both laws have in common, that the increase in bureaucracy leads to inefficiency. If a project is affected by Parkinson's Law, crashing may be a technique applied to salvage the schedule. However, crashing can increase risk and cost and may actually have the opposite effect and delay the project even further.  
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This law corresponds well with Parkinson’s, people make work for each other. Regardless of the number of people, the workload stays the same. People will make work for each other so everyone is occupied. Work is overcomplicated as to occupy everyone, as Parkinson describes with the law of multiplication of work.
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Crashing can be subject to Parkinson’s Law. People will make work for each other while the workload stays the same. By overcomplicating the work, time and resources are wasted.
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*'''Multitasking''' is typically used when a project needs to synchronise activities to stay within schedule. Multitasking is unavoidable in most projects as activities often are related.<ref name="multi"> Reddy, S. & Espejo, J. (2013) [https://www.pmi.org/learning/library/technological-innovation-good-multitasking-4095 "Is multitasking the enemy?"]. ''PM Network''. '''27''' (2): 24–25. Retrieved 24 February 2021. </ref>
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:The nature of multitasking increases the risk of enabling the behaviour caused by Parkinson's Law. Multitasking requires a number of activities to be completed within the same time frame, thus requiring people to divide their attention and effort between each activity. This approach contradicts Parkinson's Law describing that the least amount of time and maximum effort should be used to complete an activity. Attention is diverted from the single activity and time is spent on shifting between activities.<ref name="multi" />
  
==Risk Management==
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===Resources===
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As a result of inadequate scheduling, human and financial resources are used inefficiently. Resources are allocated according to the schedule to ensure both human and financial resources are available to complete the project.<ref> Project Management Institute, Inc. (2017). "Chapter 9: Project Resource Management". ''Guide to the Project Management Body of Knowledge (PMBOK® Guide)'' (6th ed.). Project Management Institute, Inc. (PMI). pp. 307–358. </ref>  If all of the allocated time is spent on completing an activity, independent of the actual completion time, so are the resources. If time is spent more efficiently, the resources can be applied to another part of the project or organisation.
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The typical response to a delayed activity is to apply more resources to stay within schedule.<ref name="guide" /> If the activity is delayed due to Parkinson's Law, even more resources are used inefficiently. Therefore, Parkinson's Law plays a great role in project performance, because it affects how and when projects are delivered. This corresponds well with Parkinson's initial observations. If a person feels overworked, they will hire subordinates and complicate the work to occupy everyone.<ref name="Essay" /> Resources are spent inefficiently and may lead to further stress and complexity.
  
The use of buffers to account for risk and uncertainties.
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===Risks===
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According to Parkinson's Law, people complicate their work to fill the available time to completion. Inherently, this can lead to a number of risks. As described by Parkinson, Parkinson's Law in a bureaucracy leads to increased risk of stress and higher costs.<ref name="Essay" /> In projects, tasks and activities may appear more complex than they actually are and lead to increased levels of stress. Additionally, inefficiency results in higher costs. By managing Parkinson's Law, a manager can also account for potential risks that affect the project's performance.<ref name = "cooper"/>
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Furthermore, contingency reserve is used to manage risk. As mentioned in ''Scheduling'', the use of reserve can lead to increased behaviour arising from Parkinson's Law. Therefore, a manager must be aware of Parkinson's Law while using this technique.
  
==Decision-making==
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===Governance===
Studies have shown that the size of a cabinet is negatively correlated with government effectiveness. In large groups, smaller groups begin to form and block each other, which is why decision-making is difficult to manage in large groups.<ref> Wen, T. (May 22, 2020). [https://www.bbc.com/worklife/article/20191107-the-law-that-explains-why-you-cant-get-anything-done "The ‘law’ that explains why you can't get anything done"], ''BBC''. Retrieved 21 February 2021.</ref>
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The growth of bureaucracy Parkinson described has an impact on decision-making. Studies have shown that the size of a cabinet is negatively correlated with government effectiveness. In large groups, smaller groups begin to form and block each other, which is why it is difficult to come to an unanimous decision.<ref name="wen" /> In smaller projects, this is not necessarily a problem, but as a project gets bigger it is important a project manager keeps this in mind.
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Parkinson's Law can also apply to other parts of project management such as the productivity in meetings. Clark (2020) states that "One of the most misused methods of filling time is meetings." A survey of senior managers showed that the majority think meetings are unproductive, inefficient, and keep people from completing actual work.<ref> Clark, R. L. (June 23, 2020) [https://trippbraden.com/2020/06/23/make-meetings-more-productive-today/ "How Understanding Parkinson’s Law Can Make Meetings More Productive"], ''Empowering Serving Leaders''. Retrieved 28 February 2021. </ref> Therefore, it is important meetings are used efficiently. Some ways to achieve a more productive meeting is by purposely making the meeting short and plan an agenda beforehand.<ref> Locke R. [https://www.lifehack.org/articles/productivity/12-secrets-super-productive-meetings-you-should-know.html "12 Secrets To a Super Productive Meeting You Should Know"], ''Lifehack''. Retrieved 28 February 2021. </ref>
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==Mitigation of Parkinson’s Law==
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There are a number of ways to minimise the implications of Parkinson's Law. As previously described, scheduling plays a large role in mitigating or eliminating Parkinson's Law. The estimated duration of an activity and its corresponding deadline have an impact on how productive people are and whether resources and time is spend efficiently. Additionally, by monitoring and controlling the status of the project against the developed schedule, the project manager can take corrective action if the project is delayed due to Parkinson's Law. Techniques such as Variance analysis show possible variances in CPM.<ref name="guide" /> The variance analysis can uncover if people are starting on the late start date and consuming alarming amounts of float due to Parkinson's Law.
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Furthermore, it is important people know when a task or activity is done to avoid lingering. If tasks are properly broken down and have clear goals, it is easier to determine when it is completed and ready to be delivered.<ref> Litemind [https://litemind.com/parkinsons-law/ "Beat Parkinson’s Law and Supercharge Your Productivity"], ''Litemind''. Retrieved 28 February 2021. </ref>  
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The following suggestions are additional initiatives to minimise the implications of Parkinson's Law. 
  
==Suggestions to minimise the implications of Parkinson’s Law==
 
 
===Critical Chain Project Management===  
 
===Critical Chain Project Management===  
Critical chain project management (CCPM) is an alternative approach to scheduling that actively seeks to eliminate the implications of Parkinson’s Law. This method assumes people purposely overestimate activity durations to ensure timely completion. This results in a false sense of security as people will use all the allocated time and safety time according to Parkinson’s Law. In CCPM, the safety time of each individual activity is allocated into one central buffer, a project buffer, at the end of the schedule. The activity durations are based on a 50% confidence level, instead of the commonly used 80-90% in project management. By aiming for durations that are too tight, attention is not diverted from the task and multitasking is avoided. Furthermore, if activities are delayed, it will not cause the entire schedule to slip.  
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Critical Chain Project Management (CCPM) is an alternative approach to CPM that actively seeks to eliminate the implications of Parkinson’s Law. Unlike CPM, CCPM focuses on resource constraints and eliminates float and slack.<ref name = "cooper"> Cooper, J. (2013) [https://www.pmi.org/learning/library/critical-chain-project-management-5852 "Improving focus and predictability with critical chain project management"], ''Project Management Institute, Inc.''. Paper presented at PMI® Global Congress 2013—North America, New Orleans, LA. Newtown Square, PA: Project Management Institute. </ref>  This method assumes activity durations are purposely overestimated to ensure timely completion. This results in a false sense of security as people will use all the allocated time and safety time according to Parkinson’s Law.<ref name="pitfall"> Herroelen, W. & Leus, R. (2000) [https://www.pmi.org/learning/library/merits-pitfalls-critical-chain-scheduling-1102 "On the merits and pitfalls of critical chain scheduling"], ''Project Management Institute, Inc''.. Paper presented at PMI® Research Conference 2000: Project Management Research at the Turn of the Millennium, Paris, France. Newtown Square, PA: Project Management Institute.</ref> The safety time of each individual activity is allocated into one central buffer, a project buffer, at the end of the schedule.<ref name="practice"> Project Management Institute, Inc. (July 8, 2019). "Chapter 2: Schedule model principles and concepts". ''Practice Standard for Scheduling'' (3rd ed.). Project Management Institute, Inc. (PMI). pp. 9–43.</ref> The activity durations are based on a 50% confidence level, instead of the commonly used 80-90% in project management. By aiming for durations that are too tight, attention is not diverted from the task and multitasking is avoided. Furthermore, if activities are delayed, it will not cause the entire schedule to slip. With a 50% confidence level, the activity cannot realistically be expected to be completed within a certain time. Therefore, task due dates and milestones are not set. This also eliminates the possibility of Student Syndrome.<ref name="cooper" /><ref name="pitfall" />   
With a 50% confidence level, the activity will not be complete within the estimated duration all the time. Therefore, deadlines cannot be set. This also eliminates the possibility of Student Syndrome.<ref> Cooper, J. (2013). Improving focus and predictability with critical chain project management. Paper presented at PMI® Global Congress 2013—North America, New Orleans, LA. Newtown Square, PA: Project Management Institute. </ref><ref> Herroelen, W. & Leus, R. (2000). On the merits and pitfalls of critical chain scheduling. Paper presented at PMI® Research Conference 2000: Project Management Research at the Turn of the Millennium, Paris, France. Newtown Square, PA: Project Management Institute. </ref><ref name="practice"> Project Management Institute, Inc. (PMI) (July 8, 2019). "Chapter 2: Schedule model principles and concepts". ''Practice Standard for Scheduling'' (3rd ed.). Project Management Institute, Inc. (PMI). pp. 9–43. ISBN 978-1-5231-2398-8. </ref>
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There are three kinds of buffers: Project buffers, feeding buffers, and resource buffers. Project and feeding buffers are safety times, while resource buffers act as warning signals to ensure timely availability of resources. The critical chain is the longest resource-leveled path through the schedule including all buffers.<ref name="practice" />
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During project execution, the consumption of the project buffer is monitored. If activities require more time, it is consumed from the common project buffer and if an activity is completed early, the time is added to the buffer. Using a buffer consumption chart, the project manager can monitor the use of the buffer and take corrective action if needed.<ref name = "cooper"/>
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The disadvantage of using this method is the risk of oversimplifying the schedule.<ref name = "pitfall"/> Furthermore, this technique may meet resistance from people in the project.<ref name="incentives" />
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===Incentive Schemes to Encourage Early Completion===
 +
Chen and Hall (2021) suggest incentive schemes applicable to CPM and CCPM to eliminate or mitigate Parkinson's Law. To encourage early delivery, an employee is rewarded for early completion. The schemes are designed to assure the employee works in their own interest and eliminates the potential for strategic behaviour by a group. To ensure the employee cannot fake their completion of a task, a certification of completion is provided by an independent expert. The early completion is passed on in the project, resulting in improved project performance. The schemes also encourage higher efficiency at each task level and resolve student syndrome. The incentive schemes are easy to implement, but are not directly applicable as organisations have different approaches to performance incentives. Nonetheless, the schemes proposed provide a basis to design schemes on.<ref name="incentives"/>
  
Disadvantage: Simplifies scheduling
+
== Annotated Bibliography ==
 +
Project Management Institute, Inc. (July 8, 2019). ''Practice Standard for Scheduling (3rd ed.)''. Project Management Institute, Inc. (PMI).
 +
::PMIs practice standard for scheduling describes the latest techniques and tools within the area of project scheduling. The practice standard elaborates on ''A Guide to the Project Management Body of Knowledge (PMBOK® Guide)'' and includes additional techniques to mitigate Parkinson's Law such as Critical Chain Project Management. PMIs standards are trustworthy sources to good and accepted practices within project management.   
  
===Incencitives to Encourage Early Finish===
+
Herroelen, W. & Leus, R. (2000) ''On the merits and pitfalls of critical chain scheduling'', Project Management Institute, Inc.. Paper presented at PMI® Research Conference 2000: Project Management Research at the Turn of the Millennium, Paris, France. Newtown Square, PA: Project Management Institute.
 +
::In this paper, Herroelen and Leus reflect on the use of Critical Chain Project Management (CCPM). The fundamentals of CCPM are explained and the advantages and disadvantages are analysed. They conclude that CCPM oversimplifies scheduling and make suggestions for further research.
  
== Annotated bibliography ==
+
Chen, B. & Hall, N. G. (January 16, 2021). Incentive schemes for resolving Parkinson’s Law in project management. ''European Journal of Operational Research.'' 288 (20): 666–682.
 +
::This paper suggests incentive schemes to mitigate or eliminate Parkinson's Law. The schemes encourage early delivery of completed tasks while avoiding group strategy. They are applicable to the scheduling techniques Critical Path Method and Critical Chain Project Management. The paper thoroughly explains how incentive schemes are used and how they affect project performance. The incentive schemes cannot be directly applied to a project as organisations have different performance incentives, but serve as a basis on which incentive schemes can be designed.
  
 
== References ==
 
== References ==
 
<references />
 
<references />

Latest revision as of 11:32, 10 January 2022

Author: Erika Marie Strøm

Parkinson's Law states that work expands to fill the time available for its completion.[1] It was formulated by British historian and author Cyril Northcote Parkinson in an essay for The Economist in 1955.[2]

Originally, Parkinson's Law described how a bureaucracy can grow unrelated to its actual workload because people make work for each other. The growth of bureaucracy depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. From statistical analyses, Parkinson determined the increase in staff per year to be around 5-7% independent of its workload. Based on this, he formulated a mathematical formula to determine the annual increase in staff in any public administrative department.[1]

According to Parkinson's Law, a person will spent all of the available time to complete a task regardless of the tasks size. This tendency leads to inefficient use of time and resources and affects project performance. Project managers can use Parkinson's Law to understand how people work and to ensure productivity and efficiency. Project scheduling is the main driver to mitigate Parkinson's Law.

This article highlights areas in project management that are affected by Parkinson's Law and explains some of the key problems. Two techniques are suggested to mitigate Parkinson's Law and resolve some of the identified problems.

Contents

[edit] Theory

In Parkinson’s essay from 1955[1], the law refers to the relationship between the bureaucracy and its workload. The law describes how people make work for each other by complicating the work. Therefore, a bureaucracy can grow unrelated to its actual workload. The growth depends on two factors: (1) The Law of Multiplication of Subordinates and (2) The Law of Multiplication of Work. The Law of Multiplication of Subordinates states an overworked person, seeking a promotion, in an organisation has incentives to multiply subordinates instead of creating rivals by sharing their work. The Law of Multiplication of Work states that people will make work for each other by complicating it to occupy everyone. This gives the impression that the staff is overworked and lacking resources, therefore more staff is hired.[1]

Parkinson uses the bureaucracy of the British Civil Service as an example of Parkinson’s Law.[3]
Figure 1: Parkinson's Law on the same amount of work (inspired by [4]).
He supports his statements with statistical analyses showing that the number of ships and men in the royal navy fell between 1914 and 1928, while the number of employees in administration rose. With these analyses, he determined the rate of staff per year to be around 5-7% independent of the amount of work. He formulated the following mathematical formula to determine the annual increase in staff in any public administrative department:[1]

 x = \frac{2k^m+p}{n}

  • k = number of employees with incentives to multiply subordinates
  • m = number of hours devoted to answering minutes within the department
  • p = difference between the ages of appointment and retirement
  • n = number of effective units being administered
  • x = number of new employees each year[1]

The definition of Parkinson’s Law as known today is the first sentence of the essay, "It is a commonplace observation that work expands so as to fill the time available for its completion" (Parkinson, 1955). Parkinson describes how work is elastic in its demands on time. Work becomes more complex as to fill the time before completion. He uses the example of an elderly lady spending a whole day writing and sending a postcard. A busy man could do it in three minutes, yet the lady spends the day worrying and stressing over sending the postcard.[1]
In project management, this is the definition applied. Parkinson’s Law describes the tendency that people will spent all of the allocated time to complete a task regardless of the time it actually takes to complete it. Likewise, a person will not complete a task before a deadline, resulting in inefficient use of resources and time. For instance, a person has one week to complete a task that takes 8 hours, but instead of completing it on the first day using all of their effort, the person will use less effort and spent a week. There are a number of reasons why people are not interested in completing work before its deadline. Chen and Hall (2021) highlight the desire to appear busy to not receive additional tasks, the desire to avoid having resources withdrawn as a result of over-performance, and the natural tendency towards laziness and procrastination.

[edit] Implications on Project Management

The behaviour associated with Parkinson’s Law has a great influence on project performance. Along with student syndrome, it is one of the reasons why projects are routinely inefficient and delayed.[5]

Within project scheduling, it is important project managers are aware of the behaviour caused by Parkinson's Law and how they can minimise it with scheduling. According to Parkinson's Law, a task is either completed on time or delayed. A task is not completed and delivered before its deadline. To achieve the most efficient use of resources and time, the time allocated for each task in a project needs to correspond with the time to completion using maximum effort. If the allocated time is too short, the task is delayed and if it is too long, unnecessary time and resources are spent on the task. According to the the Project Management Institute (PMI) standard Guide to the Project Management Body of Knowledge (PMBOK® Guide), a number of factors influence the estimated duration of a task, such as the required resources and the inputs provided by the persons most familiar with the work. The accuracy and quality of the duration estimates depends on how detailed and precise available data is.

Besides scheduling, resources, risks, and governance are also affected by Parkinson's Law.

[edit] Scheduling

In project scheduling, the objective is to make a detailed plan of activity durations and dates to ensure timely completion of a project. As the project progresses, it is monitored and controlled to update the schedule.[6] In terms of Parkinson's Law in scheduling, the concern is whether time and resources are used efficiently. As previously mentioned, the quality of a schedule depends on factors such as the number of available resources. However, in the following section the focal point is purely project schedule management and how it may be affected by Parkinson's Law.

According to the PMI standard, project schedule management consists of six processes to properly manage the completion of a project. The processes are: (1) Plan Schedule Management, (2) Define Activities, (3) Sequence Activities, (4) Estimate Activity Durations, (5) Develop Schedule, and (6) Control Schedule. The fourth process, estimate activity durations, has a great influence on minimising the behaviour resulting from Parkinson's Law. The estimated activity durations need to correspond to the time it takes to complete the activity. This requires an estimation of the amount of work effort and the amount of available resources to complete the activity.[6]

The following scheduling techniques and tools can be subject to Parkinson's Law if not properly managed:

  • Analogous estimating is used to determine the duration of an activity in the fourth process, Estimate Activity Durations. This technique uses historical data from a similar activity or project to estimate the duration of an activity. It is frequently used to estimate activity durations when information about the project is scarce. This is less time-consuming and costly, but also less accurate.[6] The durations may be unnecessary long, which results in inefficiency due to Parkinson's Law. The risk of using durations from a project affected by Parkinson's Law is also likely.
  • Reserve analysis is used to determine the amount of reserve needed to handle contingency. Duration estimates can include contingency reserves, also known as schedule reserves, to account for uncertainty. The contingency reserve should be used, reduced, or eliminated as the project progresses and more information is available.[6] According to Parkinson's Law, instead of using the reserve on contingencies, people will assume they have more time to complete an activity without delaying the project and use it. The contingency reserve is most likely used rather than reduced or eliminated.
When dealing with Parkinson’s Law, it is important to set realistic, but tight deadlines. By having contingency reserves, efficiency is at risk.
  • Critical Path Method (CPM) is one of the techniques used to develop a schedule in the fifth process. CPM is used to identify the shortest time to complete a project based on the estimated activity durations. The early start, early finish, late start, and late finish dates are calculated for all activities without regard to resource limitations. CPM helps the project manager determine if a schedule is on the critical path.[6][7]
However, in CPM activity durations tend to be purposely overestimated by employees to ensure the activity is completed on time and to avoid blame if it is delayed. Overestimation of durations leads to inefficiency due to the behaviour resulting from Parkinson's Law.[5]
According to Kinser (2008), if CPM is not properly managed people will start an activity on its late start date, consume all float, and turn all paths critical.[8]

The following techniques could compromise efforts to minimise implications of Parkinson's Law:

  • Crashing is a common technique used when an activity or project is behind schedule. More resources are added to shorten the time to completion.[6] Crashing may be applied to a project delayed by the implications of Parkinson's Law.
Parallels can be drawn between the observations Parkinson made in his essay and The Mythical Man-Month by Frederick Brooks (1975). Brooks' Law states that adding people to a late project, makes it later. This statement is based on Brook’s own experiences at IBM. When a software project was behind schedule, the project was crashed. However, by adding more people, bureaucracy and training increased. Instead of being more effective, the project was delayed further.[9] Both laws have in common, that the increase in bureaucracy leads to inefficiency. If a project is affected by Parkinson's Law, crashing may be a technique applied to salvage the schedule. However, crashing can increase risk and cost and may actually have the opposite effect and delay the project even further.
  • Multitasking is typically used when a project needs to synchronise activities to stay within schedule. Multitasking is unavoidable in most projects as activities often are related.[10]
The nature of multitasking increases the risk of enabling the behaviour caused by Parkinson's Law. Multitasking requires a number of activities to be completed within the same time frame, thus requiring people to divide their attention and effort between each activity. This approach contradicts Parkinson's Law describing that the least amount of time and maximum effort should be used to complete an activity. Attention is diverted from the single activity and time is spent on shifting between activities.[10]

[edit] Resources

As a result of inadequate scheduling, human and financial resources are used inefficiently. Resources are allocated according to the schedule to ensure both human and financial resources are available to complete the project.[11] If all of the allocated time is spent on completing an activity, independent of the actual completion time, so are the resources. If time is spent more efficiently, the resources can be applied to another part of the project or organisation.
The typical response to a delayed activity is to apply more resources to stay within schedule.[6] If the activity is delayed due to Parkinson's Law, even more resources are used inefficiently. Therefore, Parkinson's Law plays a great role in project performance, because it affects how and when projects are delivered. This corresponds well with Parkinson's initial observations. If a person feels overworked, they will hire subordinates and complicate the work to occupy everyone.[1] Resources are spent inefficiently and may lead to further stress and complexity.

[edit] Risks

According to Parkinson's Law, people complicate their work to fill the available time to completion. Inherently, this can lead to a number of risks. As described by Parkinson, Parkinson's Law in a bureaucracy leads to increased risk of stress and higher costs.[1] In projects, tasks and activities may appear more complex than they actually are and lead to increased levels of stress. Additionally, inefficiency results in higher costs. By managing Parkinson's Law, a manager can also account for potential risks that affect the project's performance.[12]
Furthermore, contingency reserve is used to manage risk. As mentioned in Scheduling, the use of reserve can lead to increased behaviour arising from Parkinson's Law. Therefore, a manager must be aware of Parkinson's Law while using this technique.

[edit] Governance

The growth of bureaucracy Parkinson described has an impact on decision-making. Studies have shown that the size of a cabinet is negatively correlated with government effectiveness. In large groups, smaller groups begin to form and block each other, which is why it is difficult to come to an unanimous decision.[3] In smaller projects, this is not necessarily a problem, but as a project gets bigger it is important a project manager keeps this in mind.
Parkinson's Law can also apply to other parts of project management such as the productivity in meetings. Clark (2020) states that "One of the most misused methods of filling time is meetings." A survey of senior managers showed that the majority think meetings are unproductive, inefficient, and keep people from completing actual work.[13] Therefore, it is important meetings are used efficiently. Some ways to achieve a more productive meeting is by purposely making the meeting short and plan an agenda beforehand.[14]

[edit] Mitigation of Parkinson’s Law

There are a number of ways to minimise the implications of Parkinson's Law. As previously described, scheduling plays a large role in mitigating or eliminating Parkinson's Law. The estimated duration of an activity and its corresponding deadline have an impact on how productive people are and whether resources and time is spend efficiently. Additionally, by monitoring and controlling the status of the project against the developed schedule, the project manager can take corrective action if the project is delayed due to Parkinson's Law. Techniques such as Variance analysis show possible variances in CPM.[6] The variance analysis can uncover if people are starting on the late start date and consuming alarming amounts of float due to Parkinson's Law.
Furthermore, it is important people know when a task or activity is done to avoid lingering. If tasks are properly broken down and have clear goals, it is easier to determine when it is completed and ready to be delivered.[15]
The following suggestions are additional initiatives to minimise the implications of Parkinson's Law.

[edit] Critical Chain Project Management

Critical Chain Project Management (CCPM) is an alternative approach to CPM that actively seeks to eliminate the implications of Parkinson’s Law. Unlike CPM, CCPM focuses on resource constraints and eliminates float and slack.[12] This method assumes activity durations are purposely overestimated to ensure timely completion. This results in a false sense of security as people will use all the allocated time and safety time according to Parkinson’s Law.[16] The safety time of each individual activity is allocated into one central buffer, a project buffer, at the end of the schedule.[7] The activity durations are based on a 50% confidence level, instead of the commonly used 80-90% in project management. By aiming for durations that are too tight, attention is not diverted from the task and multitasking is avoided. Furthermore, if activities are delayed, it will not cause the entire schedule to slip. With a 50% confidence level, the activity cannot realistically be expected to be completed within a certain time. Therefore, task due dates and milestones are not set. This also eliminates the possibility of Student Syndrome.[12][16]
There are three kinds of buffers: Project buffers, feeding buffers, and resource buffers. Project and feeding buffers are safety times, while resource buffers act as warning signals to ensure timely availability of resources. The critical chain is the longest resource-leveled path through the schedule including all buffers.[7]
During project execution, the consumption of the project buffer is monitored. If activities require more time, it is consumed from the common project buffer and if an activity is completed early, the time is added to the buffer. Using a buffer consumption chart, the project manager can monitor the use of the buffer and take corrective action if needed.[12] The disadvantage of using this method is the risk of oversimplifying the schedule.[16] Furthermore, this technique may meet resistance from people in the project.[5]

[edit] Incentive Schemes to Encourage Early Completion

Chen and Hall (2021) suggest incentive schemes applicable to CPM and CCPM to eliminate or mitigate Parkinson's Law. To encourage early delivery, an employee is rewarded for early completion. The schemes are designed to assure the employee works in their own interest and eliminates the potential for strategic behaviour by a group. To ensure the employee cannot fake their completion of a task, a certification of completion is provided by an independent expert. The early completion is passed on in the project, resulting in improved project performance. The schemes also encourage higher efficiency at each task level and resolve student syndrome. The incentive schemes are easy to implement, but are not directly applicable as organisations have different approaches to performance incentives. Nonetheless, the schemes proposed provide a basis to design schemes on.[5]

[edit] Annotated Bibliography

Project Management Institute, Inc. (July 8, 2019). Practice Standard for Scheduling (3rd ed.). Project Management Institute, Inc. (PMI).

PMIs practice standard for scheduling describes the latest techniques and tools within the area of project scheduling. The practice standard elaborates on A Guide to the Project Management Body of Knowledge (PMBOK® Guide) and includes additional techniques to mitigate Parkinson's Law such as Critical Chain Project Management. PMIs standards are trustworthy sources to good and accepted practices within project management.

Herroelen, W. & Leus, R. (2000) On the merits and pitfalls of critical chain scheduling, Project Management Institute, Inc.. Paper presented at PMI® Research Conference 2000: Project Management Research at the Turn of the Millennium, Paris, France. Newtown Square, PA: Project Management Institute.

In this paper, Herroelen and Leus reflect on the use of Critical Chain Project Management (CCPM). The fundamentals of CCPM are explained and the advantages and disadvantages are analysed. They conclude that CCPM oversimplifies scheduling and make suggestions for further research.

Chen, B. & Hall, N. G. (January 16, 2021). Incentive schemes for resolving Parkinson’s Law in project management. European Journal of Operational Research. 288 (20): 666–682.

This paper suggests incentive schemes to mitigate or eliminate Parkinson's Law. The schemes encourage early delivery of completed tasks while avoiding group strategy. They are applicable to the scheduling techniques Critical Path Method and Critical Chain Project Management. The paper thoroughly explains how incentive schemes are used and how they affect project performance. The incentive schemes cannot be directly applied to a project as organisations have different performance incentives, but serve as a basis on which incentive schemes can be designed.

[edit] References

  1. 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 Parkinson, C. Northcote (November 19, 1955) "Parkinson’s Law", The Economist. Retrieved 13 February 2021.
  2. Editors of Encyclopaedia Britannica "C. Northcote Parkinson", Britannica. Retrieved 13 February 2021.
  3. 3.0 3.1 Wen, T. (May 22, 2020) "The ‘law’ that explains why you can't get anything done", BBC. Retrieved 21 February 2021.
  4. Consuunt "Parkinson’s Law", Consuunt. Retrieved 28 February 2021.
  5. 5.0 5.1 5.2 5.3 Chen, B. & Hall, N. G. (January 16, 2021) "Incentive schemes for resolving Parkinson’s Law in project management". European Journal of Operational Research. 288 (20): 666–682. doi:10.1016/j.ejor.2020.06.006
  6. 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 Project Management Institute, Inc. (September 22, 2017). "Chapter 6: Project Schedule Management". Guide to the Project Management Body of Knowledge (PMBOK® Guide) (6th ed.). Project Management Institute, Inc. (PMI). pp. 173–230.
  7. 7.0 7.1 7.2 Project Management Institute, Inc. (July 8, 2019). "Chapter 2: Schedule model principles and concepts". Practice Standard for Scheduling (3rd ed.). Project Management Institute, Inc. (PMI). pp. 9–43.
  8. Kinser, J. (2008) "The top 10 laws of project management", Project Management Institute, Inc.. Paper presented at PMI® Global Congress 2008—North America, Denver, CO. Newtown Square, PA: Project Management Institute.
  9. Roth, D. (December 12, 2009) "QUOTED OFTEN, FOLLOWED RARELY", CNN. Retrieved 21 February 2021.
  10. 10.0 10.1 Reddy, S. & Espejo, J. (2013) "Is multitasking the enemy?". PM Network. 27 (2): 24–25. Retrieved 24 February 2021.
  11. Project Management Institute, Inc. (2017). "Chapter 9: Project Resource Management". Guide to the Project Management Body of Knowledge (PMBOK® Guide) (6th ed.). Project Management Institute, Inc. (PMI). pp. 307–358.
  12. 12.0 12.1 12.2 12.3 Cooper, J. (2013) "Improving focus and predictability with critical chain project management", Project Management Institute, Inc.. Paper presented at PMI® Global Congress 2013—North America, New Orleans, LA. Newtown Square, PA: Project Management Institute.
  13. Clark, R. L. (June 23, 2020) "How Understanding Parkinson’s Law Can Make Meetings More Productive", Empowering Serving Leaders. Retrieved 28 February 2021.
  14. Locke R. "12 Secrets To a Super Productive Meeting You Should Know", Lifehack. Retrieved 28 February 2021.
  15. Litemind "Beat Parkinson’s Law and Supercharge Your Productivity", Litemind. Retrieved 28 February 2021.
  16. 16.0 16.1 16.2 Herroelen, W. & Leus, R. (2000) "On the merits and pitfalls of critical chain scheduling", Project Management Institute, Inc.. Paper presented at PMI® Research Conference 2000: Project Management Research at the Turn of the Millennium, Paris, France. Newtown Square, PA: Project Management Institute.
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