Case Study – Embedding change within general business management

Case Study – Embedding change within general business management

In the rapidly evolving landscape of financial services, organisations face significant challenges due to regulatory and technological changes. A large financial services corporation has recognised the need for an integrated approach to change management reporting, embedding it within general business reporting to enhance organisational agility and effectiveness. This case study outlines the firm’s journey, challenges faced, solutions implemented, and the resulting value derived from this strategic initiative.

Background

The corporation operates under a defederated model of change management, where change practitioners are distributed across various business units. This structure has led to inconsistent change management practices and reporting, complicating the ability to provide comprehensive insights into organisational change efforts. As regulatory demands and technological advancements have intensified, the need for cohesive change management reporting became paramount.

Challenges

The primary challenges encountered by the centralized change management team included:

  • Diverse Reporting Preferences: Different stakeholders and divisions within the organization exhibited varying preferences for reporting formats and metrics. This lack of consensus hindered the development of a standardized reporting framework.
  • Maturity Disparities: Business units displayed varying levels of maturity in their change management practices, with some units showing strong interest while others remained indifferent.
  • Feedback Variability: Initial attempts to socialize various reporting types received mixed feedback, complicating efforts to establish a unified approach.

Solution Implementation

To address these challenges, the change management team adopted a multi-faceted strategy:

  • Executive Engagement: The team actively engaged with senior executives to align on the direction for change management reporting. A senior executive cohort was formed to define essential reporting needs and establish a common vision.
  • Collaboration with Business Intelligence (BI) Team: The change management team partnered with the BI team to integrate change management metrics into existing general business reports. This collaboration ensured that change management insights were included in routine business tracking.
  • Data Integration: Utilising data from Change Compass facilitated the ongoing production of comprehensive reports that combined operational metrics with change management insights.

Value Realized

The integration of change management reporting into general business reporting yielded several significant benefits:

  • Increased Leadership Focus: By embedding change metrics within standard business reports, leaders began to prioritize change management as part of their strategic oversight. This shift is expected to enhance readiness and adoption of future changes across the organization.
  • Proactive Change Support: Business leaders increasingly requested support for change initiatives, indicating a transition from a push model (where support is offered) to a pull model (where support is actively sought).
  • Enhanced Reporting Consistency: The establishment of a standardized set of reports improved clarity and consistency in how change initiatives were tracked and communicated across business units.
  • Change management Maturity: Enhancing change management maturity within the business is general done through capability development and coaching. However, this case showcases that embedding change management within general business management is a strategic way to raise awareness, visibility, and through this enhance the business’ efforts to improve the management of change.

This case study illustrates how a large financial services corporation successfully embedded change management reporting into its general business reporting framework. By engaging senior leadership, collaborating with data teams, and standardising metrics, the organisation not only improved its reporting capabilities but also fostered a culture that values proactive engagement with change initiatives. As a result, the firm is better positioned to navigate future changes while ensuring that it meets regulatory demands and capitalizes on technological advancements.

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7 Change Portfolio Management best practices

7 Change Portfolio Management best practices

Managing a set of change initiatives through a portfolio management approach is relatively new for some organizations.  This approach is drawn from the portfolio project management approach by dividing a set of initiatives into different groups and by viewing various initiatives in unison.  By doing this things then become more manageable from the perspective of planning how to organise the planning and sequencing of these changes.

Portfolio project managers are focused on investment funding, program management, governance, project execution, and resource management. For portfolio change managers, there are similar focus areas such as change program management, change initiative execution, resource management, and quality assurance.  However, there are also several marked differences, including a focus on business change governance, business change capability, change leadership, and change tools and methodology.

In practice, there is often a wide range of practices in the service delivery and model of portfolio change management.  Some focus purely on supporting project delivery, and in the process fail to uplift business change capability.  Others tend to focus on general change capability through training and development and very little on change governance and supporting strategy implementation.

So, what are some of the best practices in change portfolio management?  How does the change portfolio management function position itself to be strategic, value-adding, and seen as a driver of business results?  Here are 10 best practices.

1. Use hard data.

A lot of change professionals often shy away from data.  We prefer to focus on behavior, leadership, mindsets, norms, and culture.  Whilst the ‘soft’ things may matter we need to be comfortable in working with data.  Peter Drucker’s famous saying goes ‘What gets measured gets done’.

Disciplines with a strong focus on data usually have a strong seat at the business table.  For example, Finance, Operations, and Sales.  Even Marketing is not just about creative ideas and concepts, but there is a strong focus on cost, revenue forecast, and customer responses.  Armed with data that drives business decisions you get a strong seat at the decision-making table.

What types of data should portfolio change managers focus on?  The standard change measures include training attendance, stakeholder ratings, and arbitrary business readiness ratings.  To really demonstrate value, portfolio change managers need to turn change management into a science and be able to quantify change.  Change Impacts is one great example.  By quantifying change impacts into discrete units one can start to measure and understand what changes are and how they move over time and across different parts of the business.

2. Link change practices with business outcomes

Continuing from the previous point – armed with quantitative change impact data, the portfolio change manager is able to analyze the data to find any correlations between change impact data and business performance data.  This can become a very powerful picture to take to the senior management team – drawing out the impact of changes on business performance.

Based on data from The Change Compass.  An organization has been able to draw significant correlations between change impacts and customer satisfaction levels.  This has since raised meaningful discussions regarding the approach of implementing changes and how to mitigate any potential negative impacts on the customer experience.  It does not necessarily mean minimize on change impacts on the customer. Instead, it challenges the group to think through how to better engage and prepare for the customer to transition through changes.  This is a great example of demonstrating the importance of linking change impacts with business outcomes.

3. Focus on building change capability more than just execution

A lot of organizations treat change management as only discrete pieces of work that need to be carried out as a part of a project.  With this approach, these organizations have hired mainly contractors with some permanent change managers purely focused on project execution.  Whilst this work is absolutely required to successfully land initiatives, these resources come and go and in the end, the organization is often no better off in managing change.

Instead, there needs to be a continual focus on developing business change capability.  This may be carried out in different ways.  With each project implementation, the change manager may focus on uplifting change management capabilities in the business within its leaders.  Effective engagement and learning channels can be established to better aid the deployment of change initiatives.  These include self-paced training systems, know-how regarding establishing and measuring various learning interventions, and different types of employee engagement channels, both face-to-face and digital.

As change portfolio managers, a concerted focus on embedding business change capability can ensure that the business becomes more mature at undergoing change.   A strategic plan can be developed that includes different ways of targeting capability uplift and change maturity.  This requires business sponsorship and focus.  It is also a critical part of effective operational management.

4. Design and manage change governance

Establishing effective change governance does not mean complicated multi-level governance with lots of documentation, policies, and procedures and lots of headcounts to manage the processes.  Change governance means having the right processes to ensure there is sufficient oversight and visibility on what changes are going to happen and the effectiveness of change delivery.

Different organizations will establish different governance processes to suit the particular cultural and business environment.  However, at the most basic level, there should be a regular cadence where managers can see and visualize the changes that are going to happen, and discuss any risks and issues with the picture they are seeing.  At the same cadence, there should also be a review of the previous changes and how they’ve been rolled out, with a view to identifying opportunities for improvement.

There should also be different levels of change governance for larger organizations.  For a business unit, there should be a change governance focusing on changes within the business unit.  There should also be an enterprise-level change governance focused on changes across the organization.  At the enterprise level, the discussion will be on strategic initiatives that run across the company.  There should also be discussions on any risks and issues with business readiness and the progress of the change.

A standard meeting agenda for change governance would include the following:

  • Review the previous month’s changes including callouts of highlights, challenges, employee engagement, results, and overall progress
  • Examining metrics around the amount of change and to what extent the level of changes can be digested by the business appropriately
  • Identifying potential contentions of concurrent changes within the plan. If concurrent changes are being released into the business, discussions should zoom in on the quantum and nature of change contention, rationale as to why the business may not be able to handle the volume of changes, and implications if the releases were to proceed
  • Examining the data to ensure that all changes are captured and there is nothing missing. Change data should contain key projects being implemented, BAU changes, and other corporate programs from groups such as IT or HR
  • Examining the overall upcoming change slate and identify upcoming risks and opportunities. Opportunities may include potential gaps where there is very little change, and where there may be opportunities for initiatives to land

5. Leverage digital tools

Project portfolio managers manage the slate of projects using a structured process of funding, prioritization, analysis, and review based on data.  In a similar vein, so should change portfolio managers.  The power that change managers have is not around cost or schedule data, it is on change impact and change readiness as discrete data points.  The challenge is how to collect, analyze, present, and leverage the power of these data.

The Change Compass is a digital tool that quantifies and packages change impacts into data that can be easily analyzed and presented in a visual format to decision-makers.  Initiative owners who own the source of the information update change impact data.  Up-to-date change impact data can be accessed at any time with reporting generated automatically.  The portfolio change manager can easily dissect, drill down, and cut data to find out the change health of the portfolio:

  • Is there too much change?
  • How is our staffing resource impacted by change activities (especially for resource-sensitive areas such as call centres)
  • What’s the change tolerance level for the business?
  • How are various stakeholder groups impacted by the changes?
  • How are initiatives under particular strategic themes impacting the business?
  • How are customers and their respective experiences impacted by our initiatives?

6. Examine customer impacts

At a portfolio level, it is not sufficient to just focus on internal employee and stakeholder impacts.  The change portfolio manager also needs to place focus on how are customers impacted by the planned changes.  This drives at the core of the focus of a lot of the organizations on the customer.

One large financial services organization that was focused on customer experiences started analyzing data on customer change impacts across initiatives.  Through this, there was a significant realization that the same group of customers was impacted by 6 significant initiatives at the same time.  Across each of these initiatives, there was no coordination and the silo approach meant that poor synchronization and coordination could lead to a very poor customer experience.  Subsequently, new roles and remits were created to manage this customer experience through facilitating a coordinated approach to planning and implementing initiative rollout.

7. Iterative planning

Iterative planning is a core of agile ways of working.  At the core of iterative planning is the belief that we don’t always know the solution that we are striving for at the beginning of the change initiative.  It is when we start testing and getting feedback from users that we are able to refine our proposal and be able to come up with a solution that suits the organization.

To truly support agile ways of working, change management needs to be able to develop prototypes of the change approach, and be able to morph or tweak the approach as required based on feedback.  For example, a change approach can be tested on a particular team, the change champion group, or a selected trial group.  Communication and engagement approaches as well as learning approaches can be tested in these groups.

Want to learn more about managing change portfolios?

Managing change as a change driver

Managing change as a change receiver

Ultimate guide to change portfolio management

If you’re ready to start to manage a portfolio of change initiatives using data and insights, have a chat to us about how to leverage The Change Compass capabilities to help you pinpoint key risks and opportunities in managing across initiatives. To book a demo click here.

Strategic Change Adoption: Aligning Multiple Initiatives for Maximum Business Benefit Realisation

Strategic Change Adoption: Aligning Multiple Initiatives for Maximum Business Benefit Realisation

In today’s fast-paced business environment, most organizations are engaged in numerous change initiatives simultaneously. These initiatives might range from digital transformation efforts to restructuring, new product launches, or cultural shifts. For change management practitioners and leaders, the challenge is not only to ensure each initiative succeeds but also to align these efforts strategically to maximize overall business benefit. Let’s explore practical strategies for aligning multiple initiatives and measuring change adoption, providing actionable insights for change practitioners and leaders.

The Complexity of Multiple Change Initiatives

The complexity of managing multiple change initiatives lies in the potential for overlap, conflicting priorities, and resource strain. Each initiative, while aiming to deliver specific benefits, competes for attention, time, and resources. Moreover, when several initiatives target similar business outcomes, it becomes challenging to attribute success to any single effort.  Most business units are only measuring a certain number of business metrics, and with a large number of initiatives there will bound to be overlaps. This makes it essential to adopt a strategic approach that ensures alignment and optimal resource utilisation.

Measuring Change Adoption Across Multiple Initiatives

One of the most critical aspects of managing multiple change initiatives is measuring the adoption of each change. This involves not only tracking how well each initiative is being implemented but also understanding its impact on the organization. The following strategies can help you effectively measure change adoption across various initiatives:

1. Establish Common Metrics

Establishing common metrics across all change initiatives is a foundational step in ensuring that change adoption is measured consistently and effectively. Common metrics provide a standardized way to evaluate progress, compare the success of different initiatives, and gain a holistic view of the organization’s overall change efforts. This approach allows for “apples-to-apples” comparisons, enabling senior leaders to make informed decisions about resource allocation, prioritization, and potential adjustments needed to maximize business benefits.

By identifying and applying a set of core metrics consistently across all change initiatives, organizations can better track the adoption process, identify areas where additional support may be needed, and ultimately ensure that changes are embedded successfully and sustainably.

Here’s a deeper look at some of the common metrics that can be established (note that we take a holistic and strategic lense in ‘adoption’, and not limiting adoption to the end of the project):

Employee Awareness and Understanding of the Change

Employee awareness and understanding are the first critical steps in the change adoption process. Without a clear understanding of what the change entails, why it is happening, and how it will impact their work, employees are unlikely to fully embrace the change. Measuring awareness and understanding helps ensure that communication efforts are effective and that employees have the necessary information to begin adopting the change.

  • Awareness Surveys: Regular surveys can be conducted to assess employees’ awareness of the change initiative. Questions can focus on whether employees are aware of the change, if they understand the reasons behind it, and if they can articulate the expected outcomes.
  • Knowledge Assessments: Beyond awareness, knowledge assessments can help gauge how well employees understand the details of the change. This could involve quizzes, interactive sessions, or discussions that test their understanding of new processes, tools, or organizational structures.
  • Communication Effectiveness: Track the effectiveness of communication campaigns through metrics such as email open rates, attendance at town halls or webinars, and engagement with internal communication platforms. High levels of engagement can indicate that employees are receiving and processing the information about the change.

Employee Engagement and Buy-in

Employee engagement and buy-in are essential for successful change adoption. If employees are not engaged or do not buy into the change, they are less likely to put in the effort needed to adopt new behaviours, processes, or tools. Measuring engagement and buy-in provides insight into how committed employees are to making the change successful.

  • Engagement Scores: Use engagement surveys to measure overall employee engagement levels before and after the change initiative. These scores can help you understand the impact of the change on employee morale and identify any groups that may need additional support.
  • Feedback Channels: Monitor and analyse feedback from employees through formal and informal channels. This includes responses to surveys, comments in focus groups, and feedback collected through suggestion boxes or digital platforms. The sentiment expressed in this feedback can be a strong indicator of buy-in.
  • Participation Rates: Track participation in change-related activities such as training sessions, workshops, and change champion programs. High participation rates typically indicate strong engagement and willingness to adopt the change.

Utilisation of New Systems, Processes, or Tools

The utilisation of new systems, processes, or tools introduced by a change initiative is a direct measure of adoption. If employees are not using the new tools or following the new processes, the change initiative cannot deliver its intended benefits. Measuring utilisation helps ensure that the changes are being practically applied in day-to-day operations.

  • System Usage Analytics: For technology-driven changes, track the usage of new systems through analytics. Metrics such as login frequency, time spent on the system, and the completion of key tasks can provide a clear picture of adoption.
  • Process Adherence: Implement tracking mechanisms to monitor adherence to new processes. This could involve audits, self-reporting, or the use of process management tools that track whether employees are following the new workflows.
  • Tool Adoption Rates: Measure the adoption rates of any new tools introduced as part of the change. This could include tracking the number of users, the frequency of use, and the breadth of functionality being utilised.

Proficiency in Applying the Change

Proficiency in applying the change is a crucial metric because it not only indicates whether employees are using the new systems, processes, or tools, but also how effectively they are using them. This metric helps ensure that employees have the necessary skills and competencies to fully leverage the change and achieve the desired outcomes.

  • Skill Assessments: Conduct skill assessments to measure employees’ proficiency in using new tools, systems, or processes. This could involve practical exams, simulations, or peer reviews where employees demonstrate their competency.
  • Performance Metrics: Monitor performance metrics related to the new processes or tools. For example, if a change initiative involves a new sales system, track metrics like sales conversion rates, the accuracy of data entry, or the speed of customer service resolution.
  • Certification Programs: Implement certification or accreditation programs where employees must demonstrate a certain level of proficiency to earn certification. Tracking the completion rates of these programs can indicate overall proficiency levels.

Realization of Expected Business Benefits

The ultimate goal of any change initiative is to realize the expected business benefits, whether they be financial, operational, or strategic. Measuring the realization of these benefits provides a clear indication of the success of the change initiative and its impact on the organization.

  • Benefit Tracking: Establish specific, measurable business benefits for each change initiative, such as cost savings, revenue growth, improved customer satisfaction, or increased productivity. Regularly track these metrics to assess whether the change is delivering the expected outcomes.
  • ROI Analysis: Conduct return on investment (ROI) analysis for each initiative, comparing the costs of implementation against the benefits realized. This helps quantify the financial impact of the change and determine its overall value to the organization.
  • Outcome-Based Metrics: Focus on outcome-based metrics that align with the organization’s strategic goals. For example, if a change initiative aims to improve customer experience, track customer satisfaction scores, retention rates, and repeat business.

Note that these may not be activities that change practitioners are leading within a project setting, however they should play a key part in contributing to the design and tracking of the adoption which then leads to the ultimate benefits.

Implementing Common Metrics in Practice

Implementing common metrics across multiple change initiatives requires a coordinated effort and a strong governance framework. Here are some practical steps to ensure that these metrics are applied effectively:

  1. Alignment with Strategic Goals: Ensure that the selected metrics align with the organization’s broader strategic goals. This alignment helps prioritize initiatives and ensures that all change efforts contribute to the organization’s overall objectives.
  2. Centralized Data Management: Establish a centralized data management system to collect, store, and analyze metrics across all initiatives. This system should allow for easy comparison and aggregation of data, providing a comprehensive view of change adoption.
  3. Consistent Methodology: Develop a consistent methodology for measuring and reporting metrics. This includes standardized survey questions, data collection tools, and reporting formats to ensure that metrics are comparable across different initiatives.
  4. Continuous Monitoring and Reporting: Regularly monitor and report on the metrics to track progress and identify any areas of concern. Use dashboards and scorecards to provide real-time visibility into change adoption across the organization.
  5. Feedback and Adjustment: Use the insights gained from these metrics to provide feedback to initiative leaders and make necessary adjustments. Continuous improvement is key to ensuring that change initiatives remain on track and deliver the expected benefits.

Implementing metric tracking can be a very manual and labour intensive process.  However, there are various digital tools that can be leverage to automate the data capture and streamline the data analysis and insight generation process.  Chat to us to find out how The Change Compass can help.

2. Conduct Regular Assessments

Regular assessments are critical to understanding how well each initiative is being adopted and its impact on the organisation. These assessments should be scheduled at key milestones and involve both quantitative and qualitative evaluation.

  • Pulse Surveys: Conduct pulse surveys at regular intervals to gauge employee sentiment and engagement with each initiative. These short, focused surveys can provide real-time insights into how changes are being received and where additional support may be needed.  However do note that pulse survey in themselves may only provide very superficial insights without the depth that may be required to understand the ‘why’ or ‘how’.
  • Performance Reviews: Where possible integrate change adoption metrics into regular performance reviews. This ensures that the impact of initiatives is continuously monitored and that any issues are addressed promptly.
  • Change Audits: Periodically perform change audits to assess the effectiveness of each initiative. This involves reviewing processes, outcomes, and feedback to determine whether the change is being adopted as intended.

3. Leverage Existing Channels

Leverage existing communication and feedback channels to measure adoption. This approach ensures that you are not overloading employees with new processes and allows for seamless integration into their daily routines.

  • Employee Feedback Platforms: Utilise platforms already in place, such as intranet forums like Yammer, suggestion inboxes, or regular team meetings, to gather feedback on change initiatives. This feedback can provide valuable insights into adoption levels and potential areas of resistance.
  • Usage Analytics: For technology-driven initiatives, use existing analytics tools to monitor system usage and user behaviour. This can help identify adoption rates and areas where additional training or support may be needed.
  • Regular Check-ins: Integrate adoption tracking into regular team check-ins. This allows managers to discuss progress with their teams and identify any challenges early on.

4. Quantify Qualitative Data

While quantitative metrics are essential, qualitative data provides context and deeper insights into how changes are being adopted. It’s important to develop methods to quantify this qualitative data to better understand the impact of your initiatives.  Quantitative data are easier to present, and may be more memorable to your stakeholders.

  • Sentiment Analysis: Use sentiment analysis tools to analyse employee feedback, comments from surveys, or even social media mentions. This helps quantify the overall sentiment towards each initiative, providing a clearer picture of adoption.
  • Focus Groups: Conduct focus groups to gather in-depth feedback on specific initiatives. While this data is qualitative, you can quantify it by categorizing responses into themes and measuring the frequency of each theme.
  • Narrative Metrics: Develop narrative metrics that capture the stories behind the numbers. For example, if an initiative aims to improve customer service, track success stories where employees went above and beyond as a result of the new changes.

5. Analyse Trends and Patterns

Analysing trends and patterns over time is essential for understanding the broader impact of multiple initiatives. By looking at adoption data longitudinally, you can identify which initiatives are driving long-term change and which may require adjustments.

  • Adoption Trajectories: Track the adoption trajectories of each initiative. Are there certain initiatives that show rapid early adoption but then plateau? Understanding these patterns can help refine strategies to sustain momentum.
  • Cross-Initiative Analysis: Compare adoption trends across different initiatives. Look for correlations or conflicts between initiatives. For example, if one initiative shows strong adoption while another lags, investigate whether they are competing for the same resources or if there is confusion about priorities.
  • Predictive Analytics: Use predictive analytics to forecast future adoption trends based on historical data. This can help in proactive decision-making and resource allocation.  This is absolutely the value of data, when you have historical data you can easily forecast what lies ahead and provide an overlay for change portfolio consideration during business planning cycles.

6. Communicate Progress Transparently

Transparent communication is vital for building trust and ensuring that everyone in the organization is aware of the progress of each initiative. This helps in aligning efforts and maintaining momentum.

  • Regular Updates: Provide regular updates on the progress of each initiative. Use a variety of channels such as newsletters, town halls, or internal social media to keep everyone informed.
  • Success Stories: Share success stories that highlight the benefits of adoption. This not only celebrates achievements but also reinforces the value of the initiatives and encourages further adoption.
  • Dashboard Reporting: Develop a dashboard that tracks and displays adoption metrics for all initiatives in real-time. Make this dashboard accessible to key stakeholders to ensure transparency and accountability.

7. Establish a Governance Framework

A governance framework is essential for coordinating multiple initiatives and ensuring that they are aligned with the organization’s strategic goals. This framework should provide structure, oversight, and guidance for all change efforts.

  • Steering Committees: Establish steering committees composed of senior leaders who oversee the progress of all initiatives. These committees should ensure that initiatives are aligned with business objectives and that resources are appropriately allocated.
  • Change Champions: Identify change champions within the organization who can advocate for adoption and provide support to their peers. These individuals play a crucial role in driving change from within and ensuring alignment across initiatives.
  • Standardised Processes: Develop standardized processes for planning, implementing, and measuring change initiatives. This ensures consistency and allows for more effective comparison and integration of efforts. In establishing the right routines they become embedded within business practices and are not seen as an ‘additional effort required’ on top of their day-jobs.

Aligning Multiple Initiatives for Maximum Business Benefit

While measuring adoption is crucial, aligning multiple initiatives to maximize business benefits is the ultimate goal. Here are key strategies to ensure alignment:

1. Prioritise Initiatives Based on Strategic Value

Not all initiatives are created equal. Prioritising initiatives based on their strategic value ensures that resources are allocated effectively and that the most critical changes receive the attention they deserve.

  • Value Assessment: Conduct a value assessment for each initiative to determine its potential impact on the organization’s strategic goals. Focus on initiatives that align most closely with these goals.
  • Resource Allocation: Allocate resources based on the strategic value of each initiative. This may involve dedicating more resources to high-priority initiatives while scaling back on others.
  • Phased Implementation: Consider implementing high-priority initiatives in phases. This allows you to focus efforts on achieving quick wins, which can build momentum for broader change.

These are just a few points within the whole area of change portfolio management that are critical when you are managing across initiatives.  To read more about change portfolio management check out our other articles here.

2. Integrate Change Initiatives

Integration of change initiatives is essential to avoid duplication of efforts and to ensure that all initiatives are working towards common goals. This requires a coordinated approach and effective communication across initiatives and stakeholders.

  • Change Integration Plan: Develop a change integration plan that outlines how different initiatives will work together. This plan should identify potential overlaps and ensure that all initiatives are aligned.  It could be that lower prioritised initiatives be pushed out making the runway for more strategic initiatives with higher priorities.  It could also be ‘packaging’ change releases across different initiatives where they make sense to deliver change to the impacted teams in a more cohesive and easier-to-digest manner.  This may be due to the nature of the changes or the volume and capacity required in the impact of the changes.
  • Cross-Functional Teams: Establish cross-functional teams to oversee the integration of initiatives. These teams should include representatives from each initiative to ensure collaboration and alignment.  Ideally cross functional forums already exist and this is just tapping into an existing channel.
  • Unified Communication Strategy: Create a unified communication strategy that aligns messaging across initiatives. This helps avoid confusion and ensures that employees receive consistent information.  To do this, data is required to be able to have a clear view in terms of communication content and planned releases.

3. Monitor and Adjust in Real-Time

The business environment is dynamic, and change initiatives need to be adaptable. Monitoring progress in real-time and being willing to adjust strategies is crucial for success.  At a minimum, set up routine reporting timelines so that data and reporting are harmonised and embedded within the operating rhythms of those involved.

  • Real-Time Monitoring: Use real-time data to monitor the progress of each initiative. This allows you to identify issues early and make adjustments as needed.
  • Agile Approach: Adopt an agile approach to change management, where initiatives are continuously reviewed and adjusted based on feedback and changing circumstances.
  • Flexibility in Execution: Be prepared to pivot if an initiative is not delivering the expected results or needs to be adjusted based on the challenges of impacted business teams. This might involve reallocating resources, adjusting timelines, or even pausing initiatives that are not aligned with current business needs.

Successfully managing and aligning multiple change initiatives is a complex but achievable task. By establishing common metrics, conducting regular assessments, leveraging existing channels, and quantifying qualitative data, you can effectively measure adoption. Aligning initiatives for maximum business benefit requires prioritisation, integration, and real-time monitoring. For change management practitioners and leaders, these strategies are essential for driving organisational success in a world of increased rate of change. By strategically aligning multiple initiatives, you can ensure that the organisation not only adapts to change but thrives in it.

To read more about managing change adoption check out The Comprehensive Guide to Change Management Metrics for Adoption.

Though not elaborated, what is inherent in this article is the importance of behaviour in adoption, understanding it, and measuring it.  To read more about driving behaviour change check out The Ultimate Guide to Behaviour Change.

The Danger of Using Go Lives to Report on Change Management Impacts

The Danger of Using Go Lives to Report on Change Management Impacts

In the world of change management, Go Lives are often seen as significant milestones. For many project teams, these events represent the culmination of months or even years of hard work, signaling that a new system, process, or initiative is officially being launched. It’s common for stakeholders to view Go Lives as a key indicator of the success of a change initiative. However, while Go Lives are undeniably important, relying on them as the primary measure of change impact can be misleading and potentially harmful to the overall change effort.

Go Lives are just one piece of the puzzle. Focusing too heavily on these milestones can lead to an incomplete understanding of the change process, neglecting crucial activities that occur both before and after Go Live. Let’s outline the risks associated with using Go Lives to report on change management impacts and offers best practices for a more holistic approach.

Go Lives: A Double-Edged Sword

Go Lives are naturally a focal point for project teams. They represent a clear, tangible goal, and the success of a Go Live can boost morale, validate the efforts of the team, and provide a sense of accomplishment. From a project delivery perspective, Go Lives are critical. They signal that the project has reached a level of maturity where it is ready to be released to the broader organization. In terms of resourcing and business readiness, Go Lives ensure that everything is in place for the new system or process to function as intended.

However, the very attributes that make Go Lives attractive can also make them problematic as indicators of change impact. The simplicity and clarity of a Go Live event can lead stakeholders to overestimate its significance, from a impacted business perspective. The focus on Go Lives can overshadow the complex and often subtle changes that occur before and after the event. While a successful Go Live is necessary for change, it is not sufficient to guarantee that the change will be successful in the long term.

The Pre-Go Live Journey: Laying the Foundation for Change

A significant portion of the change management journey occurs long before the Go Live date. During this pre-Go Live phase, various engagement and readiness activities take place that are critical to shaping the overall impact of the change. These activities include town hall meetings, where leaders communicate the vision and rationale behind the change, and briefing sessions that provide detailed information about what the change will entail.

Training and learning sessions are also a crucial component of the pre-Go Live phase. These sessions help employees acquire the necessary skills and knowledge to adapt to the new system or process. Discussions, feedback loops, and iterative improvements based on stakeholder input further refine the change initiative, ensuring it is better aligned with the needs of the organization.

These pre-Go Live activities are where much of the groundwork for successful change is laid. They build awareness, generate buy-in, and prepare employees for what is to come. Without these efforts, the Go Live event would likely be met with confusion, resistance, or outright failure. Therefore, it is essential to recognize that the impact of change is already being felt during this phase, even if it is not yet fully visible.

Post-Go Live Reality: The Real Work Begins

While the Go Live event marks a significant milestone, it is by no means the end of the change journey. In fact, for many employees, Go Live is just the beginning. It is in the post-Go Live phase that the true impact of the change becomes apparent. This is when employees start using the new system or process in their daily work, and the real test of the change’s effectiveness begins.

During this phase, the focus shifts from preparation to adoption. Employees must not only apply what they have learned but also adapt to any unforeseen challenges that arise. This period can be fraught with difficulties, as initial enthusiasm can give way to frustration if the change does not meet expectations or if adequate support is not provided.

Moreover, the post-Go Live phase is when the long-term sustainability of the change is determined. Continuous reinforcement, feedback, and support are needed to ensure that the change sticks and becomes embedded in the organization’s culture. Without these ongoing efforts, the change initiative may falter, even if the Go Live event was deemed a success.

The Risk of Misleading Stakeholders

One of the most significant dangers of focusing too heavily on Go Lives is the risk of misleading stakeholders. When stakeholders are led to believe that the Go Live event is the primary indicator of change impact, they may not fully appreciate the importance of the activities that occur before and after this milestone. This narrow focus can lead to a number of issues.

Firstly, stakeholders may prioritize the Go Live date to the exclusion of other critical activities. This can result in insufficient attention being paid to pre-Go Live engagement and readiness efforts or to post-Go Live adoption and support. As a consequence, the overall change initiative may suffer, as the necessary foundations for successful change have not been properly established.

Secondly, stakeholders may develop unrealistic expectations about the impact of the change. If they believe that the Go Live event will immediately deliver all the promised benefits, they may be disappointed when these benefits take longer to materialize. This can erode confidence in the change initiative and reduce support for future changes.

Finally, a narrow focus on Go Lives can create a false sense of security. If the Go Live event is successful, stakeholders may assume that the change is fully implemented and no further action is required. This can lead to complacency and a lack of ongoing support, which are essential for ensuring the long-term success of the change.

Best Practices for Reporting Change Management Impact

To avoid the pitfalls associated with relying on Go Lives as indicators of change impact, change management practitioners should adopt a more holistic approach to reporting. This involves considering the full scope of the change journey, from the earliest engagement activities to the ongoing support provided after Go Live. Here are some best practices for reporting on change management impact:

  1. Integrate Pre-Go Live Metrics:
    • Track and report on engagement activities, such as attendance at town hall meetings, participation in training sessions, and feedback from employees.
    • Monitor changes in employee sentiment and readiness levels throughout the pre-Go Live phase.
    • Report on aggregate pan-initiative change initiative impost on business units, pre-Go Live
  2. Emphasize Post-Go Live Support:
    • Develop metrics to measure the effectiveness of post-Go Live support, such as the number of help desk inquiries, employee satisfaction with the new system, and the rate of adoption.
    • Highlight the importance of continuous feedback loops to identify and address any issues that arise after Go Live.
    • Communicate the need for ongoing reinforcement and support to stakeholders, emphasizing that change is an ongoing process
    • Report on post-Go Live adoption time impost expected across initiatives
  3. Provide a Balanced View of Change Impact:
    • Ensure that stakeholders understand that Go Live is just one part of the change journey and that significant impacts occur both before and after this event.
    • Use a combination of quantitative and qualitative data to provide a comprehensive view of change impact.
    • Regularly update stakeholders on progress throughout the entire change journey, not just at the time of Go Live.
  4. Manage Expectations:
    • Clearly communicate to stakeholders that the full impact of the change may not be immediately visible at the time of Go Live.
    • Set realistic expectations about the timeline for realizing the benefits of the change.
    • Prepare stakeholders for potential challenges in the post-Go Live phase and emphasize the importance of ongoing support.

While Go Lives are important milestones in the change management process, they should not be used as the sole indicator of change impact. The journey to successful change is complex, involving critical activities before, during, and after the Go Live event. By adopting a more holistic approach to reporting on change management impact, practitioners can provide stakeholders with a more accurate understanding of the change journey, manage expectations more effectively, and ensure the long-term success of the change initiative.

The key takeaway is that change management is not just about delivering a project; it’s about guiding an organization through a journey of transformation. Go Lives are just one step in this journey, and it is the responsibility of leaders to ensure that every step is given the attention it deserves.

The ultimate guide to measuring change

The ultimate guide to measuring change

Updated 1 August 2024

 

A lot of change practitioners are extremely comfortable with saying that change management is about attitudes, behaviours, and feelings and therefore we cannot measure them.  After all, a big chunk of change folks are more interested in people than numbers. This metaphor that change management is ‘soft’ extends into areas such as leadership and employee engagement whereby it may not be easy to measure and track things. However, is it really that because something is harder to measure and less black and white that there is less merit in measuring these?

“If you can’t measure it you can’t improve it” Peter Drucker”

The ‘why’ behind a lot of industry changes in our day and age come from the fact that data is now dominating our world. Data is a central part of everything that is changing in our world. Since we are now more reliant on the internet for information, the data that can be collected through our digital interactions around our lives are now driving change.

Home assistant Alexa from Amazon can recognize our voices and tell us what we want to know. We can be identified through street cameras. Our Google usage leads to better-targeted advertisements and product promotions.   Our Facebook usage leads to a deep understanding of our preferences and lifestyles, and therefore we become targetted by advertisements for what we may find value in (according to Facebook data and algorithms).

At work, we are surrounded by work functions and departments that rely on data to run and manage the business.  HR, Finance, Operations, Manufacturing, Risk, Procurement, etc.  The list goes on.  In each of these departments data is an essential part of the day to day running of the function, without which the function cannot be run effectively.

Now with AI, companies are focused on data at an even greater level more than ever.  Without data, AI cannot work.  Without data, AI cannot add value to organisations.

So if our world is surrounded by data, why are we not measuring it in managing change? To answer this question let’s look at what we are or are not measuring.

 

 

 

 

Starting at a project level, these are some of the common ways in which change is often measured:

 

1. Change readiness surveys

Change readiness surveys are usually online surveys sent by a project owner to understand how stakeholder groups are feeling about the change at different points in time throughout the project. It can be in the form of a Likert scale or free text. Most results are summarized into a quantitative scale of the degree in which the group is ready for change. A simple SurveyMonkey or Microsoft Form could be set up to measure stakeholder readiness for change.

It used to be that change readiness surveys were quite long and wordy.  Nowadays, a lot of change practitioners prefer to have shorter ‘pulse’ surveys as a way to regularly check on the stakeholder sentiments for readiness.  However, shorter surveys could mean a lack of depth in the feedback you are receiving and limited data to use to pivot as necessary to address any concerns.  Ensure you balance ease and speed with insight and outcome.

 

2. Training evaluation surveys

These evaluations are normally based on participant satisfaction across various categories such as content, instructor effectiveness, usefulness, etc. In a face-to-face training format, these surveys are normally paper-based so as to increase the completion rate. For online or virtual training, ratings may be completed by the user at the conclusion or after the session.

Considering most organisations use virtual training formats, it is good practice to incorporate training evaluation at the conclusion of the session before the participants leave (after which it is almost impossible to get the satisfactory level of participant responses).

With the range of digital/AI-enabled tools on offer now, you can design training sessions in a way that requires much less and effort and gives you better results (to read more check out this link from Forbes).  Some of these features include:

– gamifying training content to make it more engaging, interesting and fun

– easily creating micro-courses with little instructional design expertise

– incorporate a range of media such as videos and pictures with little effort

– using avatars as instructors to host the content

– easily create quizzes and assessments

 

3. Communications metrics

One way in which communications may be measured is the ‘hit rate’ or the number of users/audience that views the article/material/page. This may be easily tracked using Google Analytics which not only tracks the number of views per page but also viewership by the time of day/week as well as audience demographic information as such gender and geographical locations.

There is also a range of digital tools on offer to track the effectiveness of communication efforts.  With Microsoft applications such as Yammer and Teams, there is already rich analytics capabilities on offer.  These include user/group activity, device type usage, etc.  Speak to your IT counterpart to access Microsoft Viva Engage which help you measure your community’s reach and engagement. You can find out more about the people, conversations, and questions & answers that make up your targeted communities.

 

4. Employee sentiments/culture surveys

There are some organizations that measure employee sentiments or culture over the year and often there are questions that are linked to change. These surveys tend to be short and based on a Likert scale with fewer open-ended questions for qualitative feedback. Since these surveys are often sent across the entire organization they are a ‘catch-all’ yardstick and may not be specific to particular initiatives.

There is now a range of AI tools to do text and sentiment analysis if your survey contains text items.  All the major technology providers such as Microsoft, Amazon and IBM already provide these tools (some are even free).  These are some of the ways you can use AI tools right now:

– detect a range of emotions such as anxiety, anger, and disgust and based on response statistics

– cluster topics based on key response themes

– identify any data anomalies that you may want to exclude

– identify and label tone of voice of the responses, and classification such as positive, neutral, negative

– analyse trends over time

Data analysis and reporting can also be easily leveraged with the range of digital tools on offer.  Data analysis tools using AI can automated generate charts and dashboards for you with little effort.  Change Automator contains rich survey features that do exactly this, including:

– Easily selecting chart type with one click

– Leverage from AI-suggested data insights

– Generate predictive trends based on existing data

– Easily share charts and dashboards using different ways, including a URL link

 

5. Change heatmaps

Some organizations devise change heatmaps on excel spreadsheets to try and map out the extent to which different business units are impacted by change. This artifact speaks to the amount of change and often leads to discussions concerning the capacity that the business has to ‘handle/digest’ change. The problem with most heatmaps is that they are usually categorised and rated by the creator of the artifact (or a limited number of people making judgments), and therefore subject to bias. Data that is based on 1 person’s opinions also tend not to have as much weight in a decision-making forum.

In fact, we highly recommend that you don’t use change heat maps as the only way to track change volume.  Instead, there is a range of other visuals such as bar charts, and timeline charts that are just as easy to interpret and are more insightful from a decision-making perspective.  

 

 

6. Change initiative benefit tracking

In addition to typical change management measures, there are various initiatives-specific measures that focus on the actual outcome and benefit of the change with the goal of determining to what extent the change has taken place. Some examples of this include:

  • System usage rates

  • Cost reduction

  • Revenue increase

  • Transaction speed

  • Process efficiency

  • Speed of decision-making

  • Customer satisfaction rate

  • Employee productivity rate

  • Incidents of process violation

Non-initiative based change management measures

There are two other measures that are used within an organizational vs. initiative-specific context, change leadership assessment and change maturity assessment. In the next section, we will discuss these two areas.

 

Change leadership assessment

David Miller from Changefirst wrote about 3 types of change leaders.:

1. The sponsor whose role is to drive the initiative to success from the beginning to the end. This involves possessing competencies in rallying and motivating people, building a strong network of sponsors, and communicating clearly to various stakeholder groups.

 

2. The influencer whose role is to leverage their network and influence to market and garner the traction required to make the initiative successful. Four types of influencers as identified by Changefirst includes:

a) Advocates who are great at promoting and advocating the benefits of the change

b) Connectors who are able to link and leverage people across a part of the organization to support the change

c) Controllers who have control over access to information and people and these could include administrators and operations staff

d) Experts who are viewed by others in the organization as being technically credible

 

3. The change agent is someone who is tasked with supporting the overall change in various ways, including any promotional activities, gaging different parts of the organization on the change and be able to influence, up, down and sideways across the organization to drive a successful change outcome.  Some call this the ‘change champion’.  They can be your key to influencing across the organisation.

Whilst there isn’t one industry standard tool for assessing change leadership competencies and capabilities. There are various change leadership assessment tools offered by Changefirst as well as other various smaller consulting firms. Some of the ways in which you can assess change leadership may include categories such as Goal Attainment, Flexibility, Decision Making, and Relationship Building.

Some of the key competencies critical in change leadership have been called out by Pagon & Banutal (2008), and include:

  • Goal attainment

  • Assessing organizational culture and climate

  • Change implementation

  • Motivating and influencing others

  • Adaptability

  • Stakeholder management

  • Collaboration

  • Build organizational capacity and capability for change

  • Maneuvering around organizational politics

There is a range of change leadership assessment offerings from various consulting firms.  Whichever one you choose, ensure that it is not overly simplistic and not ‘tested’ and therefore not reliable.  Assessments will only be useful if they have gone through the rigour of being tested, with the results showing that they are reliable can be trusted.  Anyone can ‘invent’ a simple survey with various leadership categories, but this does not mean they are actually valid.  Afterall, if you are asking your leaders to spend time to fill in an assessment survey, you want to be confident that the outcome of the assessment will provide sufficient insight.

Change maturity assessment

Organisations are increasingly realising that managing change initiative by initiative is no longer going to cut it as it does not enable organizational learning and growth. Initiatives come and go and those who rely on contractor change managers often find that their ability to manage change as an organization does not mature much across initiatives, especially across time.

Change maturity assessment is focused on building change capability across the organization across different dimensions, whether it be project change management, operational change or change leadership. The goal of conducting a change maturity assessment is to identify areas in which there may be a capability gap and therefore enable structured planning to close this gap.  The meaning of ‘capability’ does not just refer to people skills, but also to process and system capabilities.

Change maturity assessment results may prompt focus and action to improve change management capabilities if used in the right channels to influence the leadership and the business.

There are 2 major change maturity assessment models available in the market. The first is by Prosci and the second is by the Change Management Institute (CMI).  Read up more about CMI’s Organisational Change Maturity Model here.  To read more about change maturity assessment read out article A New Guide for Improving Change Management Maturity, where we outline how to improve change maturity throughout different business units across the organization.

A comprehensive model of Change Management Measures

In this diagram various change management measures are represented along two axes, one being the different phases of the initiative lifecycle, and the other being different organizational levels of project, business and enterprise in which change management measures fall into.

In the broad initiative phases of Plan, Execute and Realise there are various change measurements and assessments that may be applicable.  At the Business and Enterprise levels, these measurements and assessments are not so much split according to initiative phases.  Instead, they may be conducted periodically, for example change capacity and impost tracking may be done on a monthly basis, with change maturity assessment conducted at an annual basis.

Project level measures

1. ‘Plan’ phase

In this phase of the project, the team is discovering and scoping what the project involves and what the change is. As a result, the details are not known clearly at the commencement of the phase. Later in the phase the scope becomes much clearer and the team starts to plan what activities are required to implement the change.

  • The change complexity assessment evaluates how complex the project is. It looks at how many people could be impacted, what the size of the impact could be, how many business units are impacted, whether multiple systems and processes are impacted, etc.

  • Change resourcing costing. At the planning phase of the project cost required for the change management stream of the work is required. This includes such as any contractors, communication campaigns, learning cost, travel, and administration cost, just to name a few.

  • Change readiness assessment is usually conducted prior to the change and during the change. Usually, the same set of questions is asked of various stakeholder groups to assess their readiness for change.

2. ‘Execute’ phase

The execute phase is one of the most critical parts of the project. Activities are in full flight and the project is busy iterating and re-iterating changes to ensure successful execution to achieve project goals.

  • Communication and engagement tracking. Effective engagement of stakeholders in the change is absolutely critical. Stakeholder interviews, surveys, communication readership rates are all ways in which engagement may be tracked.

  • Learning tracking. Measuring learning is critical since it tracks to what extent the new competencies and skills have been acquired through learning interventions. Typical measurements include course tests or quizzes in addition to course evaluations. On the job performance may also be used to track learning outcomes and to what extent learning has been applied in the work setting.

  • Change readiness assessment continues to be critical to track during the execution phase of the project

3. ‘Realise’ phase

In this phase of the project the change has ‘gone live’ and most project activities have been completed. It is anticipated in this phase that the ‘change’ occurs and that the benefits can then be tracked and measured.

  • Change benefit tracking measures and tracks the extent to which the targeted benefits and outcomes have been achieved. Some of these measures may be ‘hard’ quantitative measures whilst others may be ‘soft’ measures that are more behavioural.

 

Business level measures

Business level measures are those that measure to what extent the business has the right ability, capacity, and readiness for the change.

  • Change heatmaps can help to visualize which part of the business is most impacted by 1 project or multiple projects. The power of the change heatmap is in visualizing which part of the business is the most impacted, and to compare the relative impacts across businesses. As the number of change initiatives increase so would the complexity of the change. When facing this situation organisations need to graduate from relying on excel spreadsheets to using more sophisticated data visualization tools to aid data-based decision making. To read more about change heatmaps and why this is not the only way to understand business change impact, go to The Death of the Change Heatmap.

  • Sponsor readiness/capability assessment can be a critical tool to help identify any capability gaps in the sponsor so that effort may be taken to support the sponsor. A strong and effective sponsor can make or break a change initiative. Early engagement and support of the sponsor are critical. Both Prosci, as well as Changefirst, have sponsor competency assessment offerings.

  • Change champion capability assessment. Change champion or change agent are critical ‘nodes’ in which to drive and support change within the organizational network. A lot of change champions are appointed only for one particular initiative. Having a business-focus change champion network means that their capability can be developed over time, and they can support multiple initiatives and not just one. Assessing and supporting change champion capability would also directly translate to better change outcomes.

  • Change leadership and change maturity assessment – refer to the previous section

  • Change capacity assessment.

In an environment where there is significant change happening concurrently, careful planning and sequencing of change in balance with existing capacity are critical. There are several aspects of change capacity that should be called out in the measurement process:

  1. Different parts of the business can have different capacity for change. Those parts of the business with better change capability, and perhaps with better change leadership, are often able to receive and digest more changes than other businesses that do not possess the same level of capability.

  2. Some businesses are much more time-sensitive and therefore their change capacity needs to be measured with more granularity. For example, call centre staff capacity is often measured in terms of minutes. Therefore, to effectively plan for their change capacity, the impacts of change needs to be quantified and articulated in a precise, time-bound context so that effective resourcing can be planned in advance.

  3. The change tolerance or change saturation level for business needs careful measurement in combination with operational feedback to determine. For example, it could be that last month a part of the business experienced significant change impact across several initiatives happening at the same time. The operational indicators were that there was some impact on customer satisfaction, productivity, and there were negative sentiments reported by staff that there was too much change to handle. This could mean that the change tolerance level may have been exceeded. With the right measurement of change impact levels for that part of the business, next time this level of change is seen, previous lessons may be utilized to plan for this volume of change. Utilise measurement and data visualization tools such as the Change Compass to track change capacity.

Enterprise level change measures

At an enterprise level, many of the business unit level measures are still applicable. However, the focus is comparing across different business units to sense-make what each part of the business is going through and if the overall picture is aligned with the intentions and the strategic direction of the organization. For example, typical questions include:

  • Is it surprising that one part of the business is undergoing significant change whilst another is not?

  • Is there a reason that one business unit is focused on a few very large changes whilst for other business units there is a larger set of changes each with smaller impacts?

  • Is the overall pace of change optimum according to strategic intent? Does it need to speed up or slow down?

  • What is the process to govern, report and make decisions on enterprise level change, prioritization, sequencing and benefit realization?

  • Is there one business unit that is able to manage change more effectively, faster with greater outcomes? How can other business units leverage any internal best practices?

As mentioned in the Change Management Measures diagram, some enterprise level change measures include:

  • Change capacity assessment – Does one business unit’s change capacity limits mean that we are not able to execute on a critical strategy within the allocated time? How do we create more capacity?   Ways in which to create more capacity could include more resources such as staff, or initiative funding, more time is given, or more talent to lead initiatives

  • Change maturity assessment – At an enterprise level, the concern is with the overall change maturity of the organization. How do we implement enterprise level interventions to build change maturity through programs, networks, and exchanges, such as:

    • Enterprise change capability programs

    • Enterprise change analytics and measurement tools

    • Enterprise change methodology

    • Enterprise network of change champions

  • Strategy impact map – Change management need not be focused only on project execution or business unit capability. It can also demonstrate value at an enterprise level by focusing on strategy execution (which by definition is change). The way in which different strategies exert impact on various business units may be visualized to help stakeholder understand which initiatives within which strategic intent impact which business units.  To illustrate this please refer to the below diagram which is an example of a strategy impact map. In this diagram, each of the organisation’s strategy is displayed with different initiatives branching out of each strategy. The width of each initiative correlates with the level of impact that the initiative has on the business over a pre-determined period of time. Therefore, the width of each strategy also indicates the overall relative impact on the business.

Enterprise change management dashboard

 

This data visualization artifact can be valuable for business leaders and strategic planning functions as it depicts visually how the implementation of various strategies is impacting business units.   This helps planners to better understand strategy implementation impacts, potential risks and opportunities, and balancing change pace with strategy goals at various points in time.

  • Predictive indicators on business performance – We started this article talking about how data is all around us and we also need to better manage change using data. With quantitative data on change impact, it is possible to ascertain any correlations with operational business indicators such as customer satisfaction, service availability, etc. For those business indicators where there is a significant correlation, it is possible to hence use predictive reporting to forecast performance indicator trends, given planned change impacts.

In the below graph you can see an example of this whereby using historical data it is possible to establish correlations and therefore forecast future impact on business indicators. This example is focused on the customer contact centre (CCC) and key business indicator of average handling time (AHT) is utilized as an illustration.

This type of predictive performance forecasting is extremely valuable for organisations undergoing significant change and would like to understand how change may impact their business performance. By demonstrating the impact on business indicators, this puts the importance of managing change at the front and centre of the decision-making table. At The Change Compass, we are developing this type of measurement and reporting function. This is the frontier for change management – to be established as a key business-driving function (versus a standard back-office function).

Change can be measured and this article has outlined various operational and strategic ways in which change measurement can demonstrate significant value. Most corporate functions cannot exist without data and analytics. For example, Human Resources relies on people and pay data. Marketing cannot function without measurement of channel and campaign effectiveness. For Information Technology, pretty much everything is measured from system usage, to cost, to efficiency. It is time we start utilizing data to better visualize change to better plan and make business decisions.

 

Have a chat with us if you are looking for ways to streamline how you capture, visualise data for decisions, and leverage AI to easily generate insights.  This includes the ability to easily do forecasting, ask data questions using natural language and get instant answers.

 

And If you’re ready to start implementing your change metrics check out the Part 2 of The Ultimate Guide to Measuring Change.

 

 

References:

Miller, David (2011) Successful Change. How to implement change through people. Changefirst Ltd.

Pagon & Banutal (2008) Leadership Competencies for Successful Change Management. Study Report. University of Maribor.