Elisabeth Pendergrass's blog

Elisabeth Pendergrass's blog

4 Key Studies on Team Size

Software Team Size

It seems like ever since the dawn of software development, humans have struggled with the question of team size. What team size is most productive? Most economical? When does adding more people to a project cease to make sense? So it comes as no surprise that one of the most popular articles on our website is a study Doug Putnam did in 1997 on team size, Team Size Can Be the Key to a Successful Project. The article leveraged data from 491 completed projects in the QSM Database to determine what is the optimal team size - "optimal" being most likely to achieve the highest productivity, the shortest schedule, and the cheapest cost with the least amount of variation in the final outcome. The study determined that for medium-sized (35,000 to 95,000 new or modified source lines of code) systems, smaller teams of 3-7 people were optimal. This article continues to be referenced today, especially by the agile community.

The topic of team size reappeared again in Don's Beckett study of Best in Class and Worst in Class projects for the 2006 QSM Software Almanac. To identify top and bottom performers, he ran regression fits for effort and schedule vs. project size through a sample of nearly 600 medium and high confidence IT projects completed between 2001 and 2004. On average, Best in Class projects delivered 5 times faster and used 15 times less effort than Worst in Class projects. What made the Best in Class projects perform so much better? Best in Class projects used smaller teams (over 4 times smaller, on average) than the worst performers.

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Team Size

New Resource: QSM Software Almanac: 2019 Edition

QSM Software Almanac: 2019 Edition

We are pleased to announce the release of the QSM Software Almanac: 2019 Edition, an essential resource for anyone involved in the planning, management, or budgeting of software and systems projects and portfolios. This year's almanac focuses on agile development and the continued relevance and application of estimation and metrics.

The 2019 Almanac presents 18 articles from several perspectives, including both private and public. These articles show that there is indeed a compelling need to apply the basic principles of software estimation to projects, regardless of the methodology used, and that traditional metrics – even sizing metrics – can and should be applied to agile projects. Over the course of this book, the authors examine agile sizing approaches, effort and productivity, estimation best practices, as well as project and portfolio management best practices. All the articles offer research and insights into the foundational skills associated with parametric estimation and adapting those existing skills to account for changing conditions.    

Much of the content in the 2019 QSM Software Almanac is derived from the QSM Metrics Database, drawing data from over 13,000 completed software projects from North and South America, Australia, Europe, Africa, and Asia, representing over 1.2 billion lines of code, 600+ development languages, and 120 million person hours of effort.

We invite you to download the full, complimentary version of the 2019 QSM Almanac below.

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Articles QSM News QSM Database Agile Estimation

Webinar Replay: How to Identify Unrealistic Project Expectations and What to Do about Them

Managing Software Project Risk Webinar

If you were unable to attend our recent webinar, "How to Identify Unrealistic Project Expectations and What to Do about Them," a replay is now available.

Many software projects fail simply because customers (internal and external) have unrealistic expectations about schedules and budgets. The desired outcomes do not align with known capabilities - based on industry data or your history. Decision makers are simply unaware, absent an estimation process based on scope and a way to assess the reasonableness of project goals. Presented by Laura Zuber, this PDU-approved webinar will demonstrate how to identify unrealistic expectations and generate estimates that set you up for success. Laura will show you best practices for developing viable estimates that balance risk and opportunity, enabling executives to commit to plans that meet the most important business goals.

Watch the replay!

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Webinars Risk Management

New Webinar: How to Identify Unrealistic Project Expectations and What to Do about Them

Managing Software Project Risk Webinar

Many software projects fail simply because customers (internal and external) have unrealistic expectations about schedules and budgets. The desired outcomes do not align with known capabilities - based on industry data or your history. Decision makers are simply unaware, absent an estimation process based on scope and a way to assess the reasonableness of project goals. Presented by Laura Zuber on Thursday, May 9 at 1:00 PM EDT, this PDU-approved webinar will demonstrate how to identify unrealistic expectations and generate estimates that set you up for success. Laura will show you best practices for developing viable estimates that balance risk and opportunity, enabling executives to commit to plans that meet the most important business goals.

Register now!

Blog Post Categories 
Webinars Risk Management

New Article: Good Planning – Not Development Methodology – Is the Key to Successful Project Delivery

Agile Team Size

Agile is all the rage today and companies are investing lots of capital to work within agile frameworks. Are these new methods the key to reducing project failure? When projects get behind schedule, a common reaction is still to add more people. Doug Putnam recently examined 390 contemporary applications of the same size, a significant portion of which used agile methods and tools, to see what matters more - staffing decisions or methodology. He discovered that while the additional staff reduced the schedule by approximately 30%, the project cost increased by 350%. The additional staff also created 500% more defects that had to be fixed during testing. Over the past 15 years, QSM has performed this same study in five-year increments and has found the same results -- staffing decisions have more of an impact on project success than any development methodology. In this article, Doug Putnam identifies a staffing "sweet spot" and outlines a step-by-step planning process  that uses predictive analysis and early estimation to more accurately account for staffing needs.

Read the article!

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Articles Team Size Agile

Microsoft Services Global Apps CTO Discusses His Team's Evolution Around Estimation

As the Apps Global CTO for Microsoft Services, Lenny Fenster sees the need for estimation in many shapes and sizes throughout the world. In his twenty years at Microsoft, Lenny has also seen many different attempts to improve how Microsoft Services estimates time and effort for software development projects. Not all of them have hit the mark. In this presentation for the QSM 2018 Virtual Conference, Lenny talks about the evolution his team is driving in Microsoft Services to improve the maturity, consistency, and defensibility of software estimation for some of the largest and most complex software projects in the world. He talks specifically about the intentional separation of scope and estimation and the use of SLIM as a key ingredient in the success they are now having. Estimates are now done much quicker, reducing the time to run an estimate from days to just 4.5 hours.  

Lenny was gracious enough to answer questions throughout his presentation about the estimation process at Microsoft Services. This sparked great participation from our audience, who asked a number of questions worth resharing. Here are the highlights:

Q: Did you experience any resistance among the architects in changing the way they did estimation to a new approach?­

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Estimation Webinars

QSM Virtual Conference Recap and Presentation Replays

QSM would like to thank our fantastic presenters and all that attended our virtual conference. More than just one-dimensional presentations, each session included interactive Q&As with active participation from our audience. It was great to hear such a wide variety of presentations covering project management success in many different areas, including the return on investment from estimating agile projects, the application of the SLIM tools to government outsourcing programs, and the benefits of leveraging flexible sizing techniques and QSM estimation methods. If you were unable to attend last week, you can find replays of all of the presentations below. We encourage you to reach out with any additional questions or feedback.

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Webinars QSM News

QSM Virtual Conference: Lessons Learned from 40 Years of Estimation Innovation

QSM turns 40 this September! To celebrate this milestone, we will be hosting a free, all-day virtual conference on September 19th for current clients and those looking to learn more about software estimation best practices. The conference will feature presentations from IBMMicrosoftProgressive InsuranceRockwell Automation, and KPMG, as well as new developments in QSM research and tools. Below you will find a list of speakers and presentations. 

  • "Our Evolution Around Estimation" - Lenny Fenster, Microsoft Services

  • "Strengthening Estimation Governance in a Large-Scale Organization with SLIM-Collaborate" - Christophe Guillou and Angelo Moore, IBM Global Services

  • "Using Project History to Produce Estimates" - Daniel Horvath, Progressive Insurance

  • "Big Rock Estimation with SLIM Estimate" - Aaron Jeutter, Rockwell Automation

  • "Five Core Metrics to Reduce Outsourced Software Project Failure" - Joseph Madden, KPMG

  • "Understanding the Physics of Software Development" - Larry Putnam, Jr., QSM

  • "The Evolution of SLIM-Suite Tools" - Kate Armel and Laura Zuber, QSM

You can find the speaker's bios and abstracts here. Click here to register.

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QSM News

New Article - Five Traps that Lead to Project Failure (and How to Avoid Them)

Project Manager Today

No one starts a software project thinking that it is doomed to fail, but many projects end up falling far short of expectations. A recent PMI report shows that a significant number of companies are still underperforming expectations - failing to deliver software that functions as intended and drives positive business results. PMI’s report breaks out project development teams into two distinct camps: “overachievers” and “underachievers,” where the former are delivering projects on time and on budget, while the later is not. In this article for Project Manager Today, Larry Putnam, Jr. identifies five traps that the "overachieving" organizations are successfully avoiding, and better strategies that can be used in their place.

Read the full article!

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Project Management Articles

New Article - The Three Software Project Development Traps (And How to Avoid Them)

Software Executive Magazine

Why do projects fail? There are a multitude of reasons from lack of up-front planning to failing to make necessary adjustments as requirements change to overstaffing when the project is running late. Whatever the reason, there are steps you can take to avoid these common traps. In this article for Software Executive Magazine, Larry Putnam, Jr. explains how focusing on scope-based estimates, agile forecasting, and smaller teams will help your development team deliver products on time and according to budget.

Read the article!

Blog Post Categories 
Project Management Team Size Articles Sizing