Performance Measurement and Data Collection

Performance measurement is all about gathering data from different sources, turning that raw data into useful information that can be used to aid decision making and improve the overall performance of the business.

These days, with the advent of modern technologies, social media and a host of data sources, organizations are only a click away from consuming that breakthrough data their businesses need to outperform their peers.

Online communities such as Twitter, Facebook, LinkedIn, Digg, Blogs, Internet, Email, E-commerce and other online discussion forums are connecting like minded people to share vast amounts of data and information.

In other instances, you have to go out there, talk to people, observe, and listen to get the data you need.

Big Data is the big thing today. Now we talk of Petabytes and as such, organizations must have the capacity and capability to analyse these vast amounts of data in a timely and cost effective manner to get insights that aid decision making.

With the need to increase sales revenues, cut costs and increase bottom-line profits, it is not surprising that most of the time, a lot of resources are wasted gathering and gathering data, some of which is useless.

It should be noted that, data alone is not a driver of business. There is need for careful analysis and interpretation of that data to get information that will help answer your performance measurement related questions.

Actionable insights improve decision making and help drive business performance.

There is no doubt that data collection process is a very costly and time-consuming process if not handled properly. To avoid making the same mistake of collecting and storing data that is not serving its purpose, below are a few tips that I think businesses should consider:

  • First define your performance measures; this will help you to clearly identify the data requirements for each measure.
  • Find out who will be the users of the data you intend to collect and why obtaining that data is important to that user group.
  • Design an appropriate data collection process and manage the integrity of the data.
  • Randomly select your sample for data collection as this reduces chances of bias.
  • Decide from the onset, how much in cost you are willing to spend and also whether that figure will be enough to get you all the data you need.
  • Always involve the right people who are dedicated and are willing to own the data collection process.
  • Be clear of how you are going to collect the data. Is it an automated process or manual process? What are the risks of using one or both methods?
  • Understand that a high response rate is no guarantee to reliable data. Double check your figures and always pilot test your findings before “implementing them”. This will help you identify dark spots.
  • When data collection involves key stakeholders of the business, it might be worth considering outsourcing the process for confidentiality purposes.
  • Find out within your line of business or networks who else is collecting the same data that you need to avoid any duplication of efforts.
  • If you are using questionnaires or forms, make sure that they are simple to understand and try to ask open-ended questions to allow the respondent to clearly express themselves.
  • When storing data within your organization, always make sure that there is easier sharing. Avoid storing data in independent systems. However, a decision has to be made of who has access to data and who doesn’t for integrity purposes.
  • If possible, automate your data entry for easier detection of errors. This is also important for data integrity preservation.
  • Always be aware of the time frame that you store your data before making an analysis to avoid making decisions based on out-of-date data.

By collecting the right amount and quality of data and finding insights from this data, sound decisions can be made that are critical to the ongoing success of the business.

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Leading in Uncertain Times

One of the biggest challenges facing business leaders today is making the right decisions that will ensure their organizations succeed, survive, and remain competitive in an increasingly uncertain and complex environment.

A recent post, The best way to lead in uncertain times may be to throw out the playbook, by Strategy+Business has several good points.

The article is about the COVID-19 pandemic, how global companies navigated through the crisis, and how best to prepare for future disruptions. Here are some key points and my comments.

  • Rather than follow a rigid blueprint, executives must help organizations focus on sensing and responding to unpredictable market conditions.
    • Comment: Senior leaders play a vital role in providing clarity about the organization’s strategic direction, creating alignment on key priorities to ensure the achievement of enterprise objectives, and ensuring the business model is continuously evolving to create and capture value in the face of uncertainty. They must not rest on their laurels and stick to the beliefs and paradigms that got them to where they are today and hope they will carry them through tomorrow. Regulatory changes, new products, competition, markets, technologies, and shifts in customer behavior are upending many outdated assumptions about business success. Thus, the businesses you have today are different from the ones you will need in the future hence the importance of continuously sensing changes in the global economy. Employees and teams often feed off the energy of their leaders and tend to focus their attention where the leader focuses attention. If the leader is comfortable with current business practices and rarely embraces the future or challenges the status quo, then the team is highly likely to follow suit.
  • When it became clear that supply chains and other operations would fracture, organizations began scenario planning to shift production sources, relocate employees, and secure key supplies.
    • Comment: Instead of using scenario planning to anticipate the future and prepare for different outcomes, it seems most of the surveyed organizations used scenario planning as a reactionary tool. Don’t wait for a crisis or a shift in the market to start thinking about the future. The world is always changing. As I wrote in The Resilient Organization, acknowledge that the future is a range of possible outcomes, learn and develop capabilities to map out multiple future scenarios, develop an optimal strategy for each of those scenarios, then continually test the effectiveness of these strategies. This does not necessarily mean that every change in the market will impact your business. Identify early warnings of what might be important and pay closer attention to those signals. In other words, learn to separate the signals from the noise.
  • The pandemic forced the organization’s senior management team to re-examine how all decisions were made.
    • Comment: Bureaucracy has for a very long time stood in the way of innovation and agility. To remain innovative and adapt quickly in a fast-changing world, the organization must have nimble leadership and an empowered workforce where employees at all levels can dream up new ideas and bring them to life. Identifying and acting on emerging threats and potential opportunities is not the job of the leader alone but every team member. To quote Rita McGrath, in her book Seeing Around Corners, she writes, “Being able to detect weak signals that things are changing requires more eyes and ears throughout the organization. The critical information that informs decision-making is often locked in individual brains.” In addition to the internal environment, the leader must also connect with the external environment (customers, competitors, regulators, and other stakeholders), looking for what is changing and how.
  • It’s worthwhile for leaders of any team to absorb the lessons of sense-respond-adapt, even if there is no emergency at hand.
  • Sensing: Treat the far-flung parts of your enterprise as listening stations. The question leaders must ask is, “What are we learning from our interactions beyond the usual information about costs and sales?” Train your people to listen for potentially significant anomalies and ensure that important information is not trapped in organizational silos.
    • Comment: Cost and sales data are lagging indicators that reveal the consequences or outcomes of past activities and decisions. Although this information can help leaders spot trends by looking at patterns over time, it doesn’t help understand the future and inform what needs to be done for the numbers to tell a different story. In addition to lagging indicators, pay attention to current and leading indicators and understand the relationship between these indicators and outcomes.
  • Responding: Improve communication across intra- and inter-organizational boundaries. Leaders should view business continuity as an essential function that acts as connective tissue for the enterprise.
    • Comment: In addition to creating mechanisms that allow the free flow of information both inside and outside the organization, decision-makers should also be comfortable receiving information that challenges their personal view of the world, even if it’s not what they want to hear. Create a culture of psychological safety where people are not afraid to share bad news for fear of getting punished, but rather are acknowledged and rewarded for speaking up. Leveraging the diversity of thought enables leaders to anticipate the future as an organization, decide what to do about it collectively, and then mobilize the organization to do what’s necessary.
  • Adapting: Challenge assumptions, and question orthodoxies. There’s always the temptation to mitigate threats simply by applying existing practices harder and faster. One way to get at those deeper issues and encourage double-loop learning is to ask, “What needs to be true for this to be the right approach?”
    • Comment: In an increasingly uncertain environment, it’s difficult to survive and thrive with an old business model or outdated technologies. Many businesses fail because they continue doing the same thing for too long, and they don’t respond quickly enough and effectively when conditions change. As a leader, stay curious and connected to the external environment, look for market shifts, understand what needs to be regularly refreshed and reimagined, adopt new technologies and capabilities, and adapt in ordinary times but also during times of transition. Unfortunately for many leaders, it’s just more convenient for them to continually downplay the fact that conditions are changing than take the appropriate course of action that drives business success.

How are you preparing your organization for potential future disruptions?

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The Collaborative Organization

These days the term collaboration has become synonymous with organizational culture, creativity, innovation, increased productivity, and success.

Let’s look at the COVID-19 pandemic as an example. At the peak of the crisis, several companies instructed their workers to adopt remote working as a health and safety precautionary measure.

Two years into the pandemic, they are now asking their employees back to the office full time or are planning to adopt a hybrid model.

The need to preserve our collaborative culture and accelerate innovation are two of the top benefits being cited by organizational and team leaders for bringing workers back.

Collaboration is indeed essential for the achievement of team goals, functional objectives, and the overall success of the organization.

Today’s breakthrough innovations are emerging from many interacting teams and collaborative relationships.

When teams, functions, and organizations collaborate, the whole is greater than the sum of its parts; group genius emerges, and creativity unfolds.

But, what makes a successful collaboration? What are the key enabling conditions?

  • It extends beyond the boundaries of the organization. Business success is a function of internal and external relationships. Instead of viewing your business in vacuo, understand that you are part of an ecosystem. External to your organization, who do you need to partner with to enhance your value creation processes, achieve/exceed your objectives, or successfully execute your strategy?
  • Ensure the objectives are clear and there is shared understanding by everyone. Unclear objectives are one of the topmost barriers to team and organizational performance.
  • Foster a culture that encourages opinions and ideas that challenge the consensus. People should feel free to share their ideas and not hold back for fear of others penalizing them or thinking less of them. Collaboration is hindered when one or two people dominate the discussion, are arrogant, or don’t think they can learn anything from others.
  • Groups perform more effective under certain circumstances, and less effective under others. There is a tendency to fixate on certain topics of discussion amongst groups which often leaves members distracted from their ideas. To reduce the negative effects of topic fixation, members of the group should be given periods to work alone and switch constantly between individual activity and group interaction.
  • Effective collaboration can happen if the people involved come from diverse backgrounds and possess complementary skills to prevent conformity. The best collective decisions or creative ideas are often a product of different bodies of knowledge, multiple opinions, disagreement, and divergent thought processes, not consensus or compromise.
  • New technologies are making collaboration easier than ever, enabling us to increase our reach and broaden our network. Although new technology helps, it will not make your organization collaborative without the right culture and values in place. First, define what you want to achieve through collaboration then use these tools to promote creative collaboration.

How else are you championing collaboration within your organization to create value and succeed?

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Preparing for Geopolitical Shocks

Geopolitical instability has steadily increased over the past years, and uncertainty in the global economy is at an all-time high. Thanks to globalization and advances in technologies, we now live and work in a tightly interconnected world, one in which the boundaries that previously separated domestic from global issues have disappeared.

Threats are no longer confined to traditional political borders, social structures, and geographic boundaries. Geopolitical shifts have dramatically altered the global economic landscape and brought politics and business together.

The rise of China as an economic and politically influential power has threatened the dominance of the United States as the world’s largest economy. Although the opening of China and a market of 1.4 billion people have benefited both countries, it has also intensified competition and sparked U.S. economic and technological espionage accusations against China, leading to strained relations between the two giants.

U.S. companies operating from China have felt the impact of this tense relationship. The opposite is true for Chinese companies in the U.S.

Across Europe, national populism is on the rise and now a serious force. In 2016, the United Kingdom shocked the world when it voted to leave the European Union, generating reverberating effects across markets.

Banks and financial services companies that once benefited from the EU passporting system have had their cross-border banking and investment services to customers and counterparties in the many EU Member States impacted, causing them to reimagine their value proposition models.

The recent invasion of Ukraine by Russia is another example of a geopolitical event that has had devastating effects on human livelihood and businesses. Although the conflict between the two countries has risen over the years, I think it’s fair to say that few political analysts, governments, and businesses predicted a war to happen.

The war has created a humanitarian crisis, rattled global commodity and energy markets, caused prices to soar, and forced many international companies to temporarily suspend their Russian activities or completely cut ties with the country.

Global supply chains which are already fragile and sensitive due to the COVID-19 pandemic are now facing new challenges in the aftermath of the Russia-Ukraine crisis. Multilateral economic sanctions have been imposed on Russia. A state of affairs that was unthinkable months ago and is now threatening to derail the nascent global economic recovery from the COVID-19 pandemic.

Given the global domino effect of geopolitical events and the shrinking of the distance between markets and politics, the need to better understand and more effectively mitigate geopolitical risk has become more urgent. The business impacts, whether direct or indirect, vary by company type and industry sector.

Your company may not be able to prevent wars between nations, but you can anticipate and better prepare for geopolitical shocks:

  • Integrate strategy, risk, and performance decision-making. Consideration of risks to business success is an important part of the strategy selection and execution process, not an afterthought.
  • Develop a better understanding of geopolitical trends and how they are changing. For example, what are the megatrends in business, politics, and technology that are making geopolitical risks more diverse, prevalent, and consequential?
  • Assess the links between these geopolitical events and business performance. What are the events that matter most to your business? For example, how might current global political trends pose physical, business, and reputational risks to your parent organization?
  • Anticipate how these trends are likely to play out in the short, medium, and long terms, and develop mitigation strategies for each geopolitical scenario. Proactively anticipate and plan for radically different worlds, instead of reacting to problems as they arise
  • Review your mitigation strategies as the world changes. Are they effective enough in case of a major shock?
  • Develop capabilities for continuous learning to anticipate, address, and recover from geopolitical crises.

What do you think?

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