Probability vs. Luck: Lessons Learned From a Day at the Races
| By Lynda Bourne Last November, my partner and I spent a lovely day in the country attending the Dunkeld Cup at Mt. Abrupt in Victoria, Australia. The location is very picturesque, and we had a thoroughly enjoyable day. To add to the pleasures of wining and dining, my partner developed a “foolproof method” that allowed him to pick five winners and a placegetter (among the top three) out of seven races with a total of eight bets. So, should he give up his day job to exploit this newly discovered skill?
The Dunkeld Racecourse with The Grampians Mountains behind. The horses he chose were not random picks: My partner used a selection method based on a guide that rated horses on their form from 0 to 100. Using a portfolio management approach, he first recognized that the difference between a 97 or 98 rating and a rating of 100 was too small to matter. Every assessment process has a range of error, and a difference of 2 to 3 percent is likely to be well within this range. This approach reduced the panel of potential winners to three or four horses in each race. The second step in the selection process was to look at the variables. The form guide is printed well before race day, and it had recently rained. A soft track would benefit horses carrying a lighter weight. So out of the prospective panel, we placed our bets on the horse with the lowest weight. Voilà! Six winners in seven races—a winning formula that would allow us to retire from managing projects and make our fortunes as professional punters … But not so fast. The probability of repeating a six out of seven winning ratio in the future is very low. How much of our big day boiled down to effective process—and how much was pure dumb luck? That is a risk management question. Step One: Consider the Probability: The first consideration is how likely was it that someone would pick six out of seven winners? There were several thousand people at the race, and it is highly probable, simply based on random chance, that someone would have a “winning streak” and back six winners using their own system. On this basis, there is a several-thousand-to-one chance of a repeat outcome. Someone will have a similar winning streak in 2020, but probably not us. There is a strong tendency for winners to ascribe the results of random chance to their skill. But pragmatic managers look deeper. Step Two: Assess All Available Data (Not Just the Highlights): We placed eight bets: Five came in first, one finished third and the other two were placed sixth and seventh, respectively. All we can say for sure is we were likely to select horses that would finish between seventh and first. But as there can only be one winner and two placegetters, horses finishing fourth, fifth, sixth and seventh mean a lost bet. The median position is 3.5—which also means a lost bet. The mean is 2.6, so we may have been slightly in front, but “place bets” do not pay much. Adding in the range options, no horse can do better than first place, but there are many more places between seventh and last. Factor this in, and the margin of success in our small sample becomes doubtful. So, what are the lessons learned from our day in the country? My take is that good processes help build success—but you should not confuse luck with skill. When Napoleon Bonaparte was criticized for winning battles simply because of luck, he famously retorted: “I’d rather have lucky generals than good ones.” I think we were just lucky. We may well return to the Dunkeld Cup in 2020. It’s a great day out, and more data is needed to round out this research. In the meantime, applying simple probability analysis to my partner’s winning methodology suggests he needs to keep his day job. That’s a safe bet. |
Risk Management and the COVID-19 Crisis
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As I am writing this article, the COVID-19 crisis is reaching a global scale, impacting projects and portfolios at different levels. Unfortunately, there’s a lot of noise and misinformation out there—people panicking and organizations reacting without deliberate rational thinking. Here are my thoughts from a project risk management perspective:
Should Project Risk Management Take the Pandemic into Consideration? Considering we’ve endured pandemics before, this is, in theory, a known risk. But you likely did not include it in your project risk register, as it is very unlikely. In this case, the risk is unknown to you, because you and your team didn’t identify this risk. Whether you agree or not, I believe that no one in the world was able to accurately assess the impact of COVID-19 before it happened—and there is still uncertainty about its impact moving forward. Consequently, in my opinion, this shouldn’t be part of project risk management. So what can we do?
Portfolio Risk Management I’ve always maintained that risk management at the portfolio level should take into consideration events with a potential impact on the portfolio’s overall results. For example, if only one project depends heavily on vendor XYZ, then there is a risk to that project. However, if 80 percent of the projects in your portfolio depends heavily on vendor XYZ, this is a risk to the portfolio—and the threat should be treated as such. We can add up management reserves at the portfolio level to rescue troubled projects. This is more effective than adding multiple reserves to individual projects, which makes them less attractive to the organization and to potential clients. Contingencies, reserves and risk responses need to be evaluated according to effectiveness, cost, and benefit. In other words, it does not make sense to pay more for the risk response than the amount of risk exposure. Too much padding will destroy a competitive advantage.
The PMO’s Role in Risk Management Now that we’ve differentiated project risk management from portfolio risk management, let’s talk about the role of the Project Management Office (PMO). A PMO is responsible for continuously monitoring the enterprise environmental factors that might impact the projects and the portfolios of the organization. On top of that, a PMO is responsible for creating a business continuity plan for projects and portfolios. Working in coordination with other areas, including corporate risk management, the PMO must assess threats and opportunities, and develop a solid fallback plan. Some organizations have done really well during the COVID-19 crisis because their PMOs acted boldly and quickly. Taking it a step further, many PMOs reevaluated all the projects and portfolios according to changes in the organizational strategy to minimize adverse effects. Over the last two weeks, I attended various meetings and workshops with PMOs. Some were very innovative in their approaches. Others were more conservative. At the end of the day, the PMO is uniquely positioned to tackle issues that the project managers cannot solve themselves. And COVID-19 is a one-of-a-kind challenge.
How to Conduct a Risk Assessment on the Impact of COVID-19 We can divide the risk assessment into external factors and internal factors. For the external factors, you must assess your country’s or region’s exposure to the threat. According to the simulations, it seems that everyone will be impacted. A lot of people will become infected. And there are economic impacts on a global scale. On the other hand, some countries are better prepared to handle the situation, which means they will be able to recover faster. Here are the key external factors you should consider:
You might also apply and combine SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) and PESTEL analysis (Political, Economic, Social, Technological, Environmental, Legal). Once you understand the external environment, it’s time to assess your organization. Here are the key aspects you should evaluate within your organization:
Organizational assessment is already going on at all levels. Does your organization seem to be lost and confused? If people in your organization are seriously concerned, but still working diligently to evaluate and to create responses, you are on the right path. If people are panicking and confusion is growing, this is a bad sign. Finally, let’s focus on individual portfolios and projects. It is possible that many projects will be terminated, canceled or at least paused as the organization tries to figure out how to survive. Here are the key aspects by which you can evaluate your own projects:
To conclude, I would like to remind you that it is important to be proactive. People expect you to lead during a crisis. Use solid judgment, engage your team, document assumptions, constraints and risks and take action. Taking action is paramount.
Let me know your thoughts. How is your project performing during the COVID-19 crisis? Do you have any advice or lessons learned to share?
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Leading Your Project Team During a Crisis
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By Wanda Curlee Coronavirus (COVID-19) is bringing international markets to their knees and threatens to cripple project progress at every turn. Each of us has a different response. Some are afraid, some are wondering what all the fuss is about, many are devastated due to loss or quarantine, while others are on the front lines. And I am sure there are many other reactions. How we as individuals—and a global community—react to coronavirus has implications that ripple beyond our physical well-being and mental health. And its impact on projects cannot be underestimated. For all project professionals, the coronavirus is now a project within your project or program. Based on what your country or business decides to do, a response is inevitable. The response might be shutting down the project (permanently or temporarily), requiring personnel to work from home, ensuring staff has proper safety equipment, reviewing processes that may need to be changed or relaying the latest information from credible sources, among other actions. In the face of coronavirus, project leaders must step up to manage expectations and guide their teams across finish lines that may be shifting. It’s a tall order—but it’s not impossible. Empower Your Team As a leader, you must set an example. Setting an example means that you need to acknowledge the situation and demonstrate urgency, while maintaining control over deadlines and team morale. Inside you might be overwhelmed—and that is alright. But be careful not to project those uncertainties. Lean on the team to determine what needs to be done. Empowering team members will help them to feel like they have some control. Are there individuals who may need to go remote before others? Do they have what is required to go remote? You, the leader, need to make sure that your team is taken care of. Make a Plan (and Stick to It) Does your company have a business continuity plan? Do they have a crisis plan? If not, do you have one? Look at the business continuity plan and the crisis plan. Did you overlook anything? We are all human and there is a lot that can be forgotten. Make a plan and follow through. Once the initial response is made, and the team is working again, make sure that the team has what it needs. Focus on running the project or program, but also put plans in place in case the unfathomable happens: Members of your team contract coronavirus. Maybe you will be fortunate. But you can’t rely on luck. What happens if you get coronavirus? What if other team leads end up with the virus? Have you thought of contingencies? What happens if you have to shut down the project or program? Who in the company needs to know? What will be the plan of attack to try to bring the project or program back to life? Anticipate Next Steps Finally, how will the project or program team transition back to the work environment? Will everyone, one day in the near future, show back up in the office? Will it be done in a staggered fashion? How will you handle those employees who still may be sick? How about those who still have kids out of school? Will processes need to be updated based on the lessons learned? Remember, while this may never happen again, another crisis that may be localized, national or worldwide could arrive sooner than you’d expect. Don’t be caught off guard! How is your project team navigating the challenges that come with coronavirus? Share in the comments below. |
A Woman’s Place Is in Project Management
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By Jen Skrabak, PMP, PfMP The future is female—but it appears project management is behind the times. An estimated 30 percent of project managers are women, dominating administrative (project coordinator) roles instead of taking on managerial responsibilities. As we look at income, women working in project management around the world rake in a fraction of what their male counterparts earn:
Gender inequality in project management is inescapable—but it’s not irreversible. In a male-dominated field, how do we start carving out an equal playing field for all? Here are seven challenges we as project professionals should tackle to change that narrative:
Earlier this month, we celebrated International Women’s Day and honored the women leading project management into the future. How are you empowering women to grow within the project management field and in your organization? |
International Women’s Day: What’s Your Action Plan?
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By Cyndee Miller The push for women’s equality is a real slog. Based on current trends, WEF estimates it’ll take another 99.5 years to close the overall global gender gap. And as another International Women’s Day lands, it’s tempting to get angry or fall into a funk. Yet there are glimmers of hope—and change. In 2019, 87 percent of companies surveyed by McKinsey and Lean In said gender diversity is a top priority, up from 74 percent in 2015. Economic parity is no longer some hush-hush conversation that women have with other women. As is often the case, pop culture is pushing the female power message, with TV shows like The Handmaid’s Tale or Billie Eilish making history as the first woman to pick up the “big four” at this year’s Grammy Awards. Even the James Bond franchise is learning to be more respectful of women, thanks to some handiwork by Phoebe Waller-Bridge (who stakes her claim as only the second woman to get a writing credit in the series’ 58-year history). Women are driving innovation, disrupting business and changing the world. And many of those women are project professionals. Check out that video above. Those are just some of the powerful female professionals featured in PM Network® in the past year alone. These women are delivering results, whether it was a digital reboot at a fast-food giant or patient-centric healthcare. They get it done. They turn strategy into reality. Claudia de Moya Partiti Ferraz, PMP, has made her way all the way up to the executive suite, currently serving as CIO of Zaraplast in São Paulo, Brazil. It’s easier than it once was, but it’s “still a challenge for women to prove they are capable,” she tells PM Network®. McKinsey and Lean In’s research confirm her instinct, finding no decline in the number of women who say gender is a barrier to advancement or who experience microaggressions. Unfair? Absolutely. But Ms. Ferraz says the best way for women to build their career is to follow the same advice she would give all project managers, regardless of gender: “Remain focused on delivering the project in the best way possible and meeting all the milestones in all your projects.” Another tip for female project leaders: Don’t be thrown off guard if you’re the only woman in the room, said Asya Watkins, PMP, from EnvisionRxOptions in Atlanta, Georgia, USA. “[Team members] may not be used to seeing a woman leading a multimillion-dollar project,” she says on a new episode of ProjectifiedTM. “You have to be confident in your abilities. Sometimes if you’re not told this ahead of time, it could be a little jarring.” Ms. Watkins knows the feeling well. She founded the professional network Women Of Project Management because of the void she felt early in her career. Sarisha Harrychund, PMP, got her own gut check working on Durban, South Africa’s largest infrastructure initiative. “I had to force myself to grow in confidence to voice my thoughts, to assume responsibilities on projects, and to develop a more fearless and agile personality,” she says. Progress is indeed happening. But now is the time for women—and men—to step up and break down barriers for female project leaders. Celebrate International Women’s Day by sharing your action plan in the comments. |










Source: Earning Power: Project Management Salary Survey—Eleventh Edition, PMI, 2020. Originally published in the March/April 2020