Organizations rarely struggle to come up with strategic initiatives.

Leadership teams spend weeks or even months on planning sessions. Objectives become clear. Roadmaps receive approval. Budgets follow. Teams know what they need to accomplish.

Then something changes.

New priorities emerge. Resources shift. Urgent operational work begins to compete with long-term goals. Before long, strategic initiatives lose momentum.

This challenge has led many organizations to adopt more agile approaches to strategy execution. The KPI Institute has long advocated this approach through its research and professional education. The principles behind agile strategy execution focus on regular prioritization, disciplined performance reviews, and continuous alignment between strategic objectives and day-to-day work. These principles also form the foundation of The KPI Institute’s Certified Agile Strategy Execution Professional course.

This pattern appears across industries. According to the Project Management Institute’s Pulse of the Profession research, organizations with mature project and execution practices report stronger business performance and lower levels of wasted investment than their peers.

Priorities need regular review

Organizations rarely pursue a single initiative at a time.

Most manage a portfolio of projects, transformation programs, operational improvements, and compliance requirements. Each initiative competes for attention, funding, and people.

Without a clear process for prioritization, teams can spread their efforts too thin. Critical initiatives move forward at a slower pace while lower-impact work continues simply because it started months earlier.

Successful organizations review priorities on a regular basis. They ask difficult questions. Does this initiative still support strategic objectives? Does it deserve the same level of investment today? Has another opportunity become more urgent?

These conversations help leaders focus resources where they matter most.

Four questions every strategy review should answer

A strategy review does not have to become a lengthy exercise. A few well-chosen questions can reveal whether strategic initiatives still deserve attention and resources.

Ask these questions:

• Does this initiative still support at least one strategic objective?
• Are the expected business benefits still realistic?
• Has another initiative become a higher priority?
• What obstacle is slowing progress, and who owns the next action?

These questions create a simple structure for executive discussions. They also reduce the risk of keeping initiatives alive simply because time or money has already gone into them.

Practical tools that support strategy execution

Clear discussions need clear documentation. Many organizations rely on simple tools that keep strategic initiatives organized and make review meetings more productive.

Some of the most common tools include:

• Initiative portfolios to compare priorities across the organization.
• Benefits realization registers to monitor expected business outcomes.
• Initiative description forms that define ownership, timelines, milestones, and success criteria.
• Performance reports and scorecards that track progress against strategic objectives.
• Process maps that clarify complex initiatives and identify bottlenecks.

These tools create consistency across the execution process. They also give leaders better information when priorities need to change.

Progress deserves more than status updates

Many organizations rely on project updates to monitor strategic initiatives.

Completion percentages and milestone reports have their place. They show whether activities move forward.

Business leaders also need answers to different questions.

What results has the initiative produced so far? Do the expected benefits still look realistic? Have new risks appeared? Does the initiative still support current business priorities?

A structured review process creates room for these discussions. It shifts attention from activity to business outcomes and gives decision-makers stronger evidence when plans require adjustment.

Strategy works best when teams stay connected

Even well-designed initiatives can lose momentum when departments work in isolation.

Marketing, operations, finance, and human resources often contribute to the same strategic objective. If each function follows separate priorities without regular coordination, progress slows. Small disconnects grow into larger obstacles over time.

Frequent communication and shared visibility help teams stay aligned. Leaders gain a clearer picture of progress across the organization. Employees also understand how their work contributes to broader business objectives.

Adaptability supports long-term execution

Business conditions rarely stay the same for long.

A strategy may remain relevant while the path toward it changes. Customer expectations shift. New technologies appear. Market conditions create fresh opportunities or new constraints.

Organizations that review initiatives on a regular basis can adjust timelines, redistribute resources, or revise priorities without losing sight of strategic objectives.

This approach reflects the principles of agile strategy execution. Teams continue to move toward long-term goals while they respond to changing business conditions with discipline and consistency.

Building stronger strategy execution skills

These practices require more than experience alone. Professionals also need practical methods for initiative prioritization, portfolio development, benefits realization, performance reporting, and agile organizational practices.

The KPI Institute’s Certified Agile Strategy Execution Professional course covers these topics through a structured learning experience. Participants explore strategy execution frameworks, initiative planning, portfolio development, benefits realization, performance reviews, and agile organizational practices. Practical exercises and assessments give participants the opportunity to apply these concepts to realistic business scenarios.

Strategic initiatives rarely lose momentum because organizations lack ambition. Priorities shift. Resources become stretched. Execution practices fall behind business needs.

Professionals who want a more structured approach to strategy execution can build these capabilities through dedicated learning. To learn more about The KPI Institute’s Certified Agile Strategy Execution Professional course and reserve a place in an upcoming cohort, visit the course page and complete the registration process.

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The KPI Institute is a global leader in business performance research and solutions, specializing in practice domains including strategy, key performance indicators (KPIs), employee performance, customer service, and innovation management. For over 20 years, The KPI Institute has established international standards and best practices for KPIs across both private and public sectors.

What We Offer:

• Certifications & Training: Practical programs delivered worldwide—live online, offsite, and customized—spanning 6 continents and 7 offices in Australia, Southeast Asia, Europe, and the Middle East.
• Knowledge Platforms: Access to www.smartKPIs.com, the world’s largest documented database of KPIs, with over 21,600 examples published and 148,000+ members in our online communities.
• Publications: Over 460 publications, including books, research papers, and practical guides, providing insights to enhance organizational performance.
• Advisory & Implementation Support: Expert guidance to apply insights in practice for measurable impact.

Our Reach and Impact:

• 81,000+ companies registered on our platforms
• 2.5 million+ professionals reached through training and knowledge services
• 128 research client countries and 120 global partner organizations

Website: www.kpiinstitute.org

Email: office@kpiinstitute.org

LinkedIn: The KPI Institute

Organizations invest significant time and resources in collecting data. Dashboards track performance. Reports summarize results. Teams review metrics during meetings and use them to support decisions.

Yet many dashboards fail to achieve their purpose.

People glance at them and move on. Reports sit unopened in inboxes. Important insights get buried beneath layers of charts, colors, and numbers. The information exists, but the message does not always come through.

On the other hand, some dashboards immediately capture attention. Users know where to look, what matters, and why it matters. These dashboards support discussions, highlight opportunities, and help teams make decisions with greater confidence.

What separates one from the other?

Clarity beats complexity

A common misconception is that more information creates better reporting.

In practice, the opposite often happens.

When dashboards contain too many metrics, excessive filters, or multiple chart types competing for attention, users can struggle to identify the main takeaway. Important information gets lost in the noise.

Effective dashboards prioritize clarity. They focus attention on the metrics that matter most and present information in a way that is easy to interpret.

Before adding another chart or KPI, it helps to ask a simple question: what should the audience understand after viewing this dashboard?

If the answer is unclear, the dashboard may need refinement.

Good design influences decision-making

Design is often treated as a cosmetic consideration. In reality, it plays a significant role in how people interpret information.

Color, spacing, typography, and layout affect where readers focus their attention. Poor design choices can make reports difficult to read. Strong design choices can help users identify patterns and insights much faster.

Consider the use of color. Many dashboards rely on bright colors for every metric. When everything stands out, nothing stands out. Strategic use of color creates contrast and directs attention toward the most important information.

The same principle applies to layout. Information should follow a logical flow. Readers should not have to search for key findings.

Small design decisions can have a substantial impact on how effectively data is communicated.

The audience should influence the dashboard

One dashboard rarely works for every stakeholder.

Executives often prefer high-level summaries. Analysts may require detailed breakdowns. Operational teams usually focus on day-to-day performance indicators.

Problems arise when reports are created without considering who will use them.

A dashboard that overwhelms senior leaders with unnecessary detail may go unread. A dashboard that lacks sufficient depth may frustrate analysts who need additional context.

Strong data visualization starts with audience awareness. Understanding stakeholder needs helps determine which metrics to include, which charts to use, and how information should be organized.

Data storytelling provides context

Charts display information. Stories explain why that information matters.

Imagine a dashboard showing that customer satisfaction has dropped by five percent. The number itself is useful, but questions quickly follow. What caused the decline? Which customer groups were affected? Is this part of a longer trend?

Data storytelling helps answer these questions.

It connects metrics to business objectives, explains context, and highlights implications. This makes information easier to interpret and discuss.

Professionals who can combine visualization with storytelling often produce reports that spark conversations rather than simply display numbers.

Technical skills remain essential

Design principles and storytelling provide direction, but technical skills still play an important role.

Many organizations rely on tools such as Excel and Power BI to create dashboards, scorecards, and reports. These platforms offer extensive capabilities, but effective results depend on how those capabilities are applied.

Knowing how to build a dashboard is important. Knowing how to build one that supports understanding and action is even more important.

This is where structured learning can help bridge the gap between technical proficiency and effective communication.

Developing the skills behind effective dashboards

The skills discussed above are not limited to experienced analysts or designers. They can be learned, practiced, and refined over time.

These are precisely the areas covered in The KPI Institute’s Certified Data Visualization Professional course.

The program explores visual communication principles, graphical design, dashboard development, balanced scorecards, and data storytelling, while also providing practical experience in Excel and Power BI.

Designed for professionals who work with reports, dashboards, and business data, the 40-hour course combines theory with application through live online sessions, guided learning activities, assessments, and practical exercises. Participants gain a structured understanding of how to create visualizations that communicate information clearly and support business decisions.

The difference between a dashboard that gets ignored and one that drives action often comes down to communication. For professionals who want to strengthen that capability, The KPI Institute’s Certified Data Visualization Professional course offers a practical pathway to build the skills that modern organizations increasingly expect. To learn more and reserve a seat in an upcoming cohort, visit the course page and complete the registration process.

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The KPI Institute is a global leader in business performance research and solutions, specializing in practice domains including strategy, key performance indicators (KPIs), employee performance, customer service, and innovation management. For over 20 years, The KPI Institute has established international standards and best practices for KPIs across both private and public sectors.

What We Offer:

• Certifications & Training: Practical programs delivered worldwide—live online, offsite, and customized—spanning 6 continents and 7 offices in Australia, Southeast Asia, Europe, and the Middle East.
• Knowledge Platforms: Access to www.smartKPIs.com, the world’s largest documented database of KPIs, with over 21,600 examples published and 148,000+ members in our online communities.
• Publications: Over 460 publications, including books, research papers, and practical guides, providing insights to enhance organizational performance.
• Advisory & Implementation Support: Expert guidance to apply insights in practice for measurable impact.

Our Reach and Impact:

• 81,000+ companies registered on our platforms
• 2.5 million+ professionals reached through training and knowledge services
• 128 research client countries and 120 global partner organizations

Website: www.kpiinstitute.org

Email: office@kpiinstitute.org

LinkedIn: The KPI Institute

The demand for data and analytics skills continues to grow as organizations increasingly rely on evidence-based decision-making. According to the World Economic Forum’s Future of Jobs Report 2025, technological transformation is expected to create 170 million new jobs globally by 2030, while analytical thinking remains one of the most important skills employers seek across industries. The report also highlights the growing importance of data and AI-related competencies in the evolving workforce.

Against this backdrop, many professionals are exploring certifications that can help them strengthen their analytical capabilities and remain competitive in a rapidly changing job market.

The search for the best data analytics certification often leads to one important question: which programs provide skills that can be applied in real business situations?

The KPI Institute’s Certified Data Analysis Professional and Practitioner certification is one example of a program that combines statistical concepts with practical application.

Why Data Analytics Certifications Matter

Data is no longer limited to specialist departments. Today, professionals across operations, finance, strategy, human resources, marketing, and performance management are expected to interpret information, identify trends, and support decision-making using data.

As a result, employers increasingly value professionals who can:

• Analyze data accurately
• Translate findings into business insights
• Support strategic and operational decisions
• Communicate analytical results effectively
• Solve problems using evidence rather than assumptions

A well-designed certification can help bridge the gap between technical knowledge and practical business application.

What Should You Look for in a Data Analytics Certification?

Not all certifications are built the same. While some focus heavily on software tools or statistical theory, others emphasize the application of analytics within real organizational contexts.

When evaluating a certification, consider whether it develops the following areas:

Business Understanding

Before data can generate value, professionals must understand the business problem they are trying to solve.

Strong programs typically cover:

• The role of data analysis in organizations
• Business problem framing
• Data analysis processes
• Decision-making frameworks

Statistical Foundations

Statistics remains a critical component of effective analysis.

Professionals should be familiar with:

• Data collection methods
• Sampling techniques
• Hypothesis testing
• Data interpretation
• Statistical reasoning

Data Preparation and Organization

Analysts often spend significant time preparing and validating data before any analysis begins.

Understanding how to structure, clean, and organize information is essential for generating reliable insights.

Practical Application

Perhaps the most important consideration is whether participants have opportunities to apply what they learn.

Employers generally place greater value on professionals who can demonstrate analytical capabilities in realistic business situations rather than simply completing theoretical coursework.

A Closer Look at The KPI Institute’s Certified Data Analysis Professional and Practitioner

The KPI Institute’s certification program is structured around both knowledge acquisition and practical application.

The learning experience consists of:

• Pre-course activities
• Three days of core-course learning
• Post-course assignments and assessments

The program is designed to help participants develop competencies across the full data analysis cycle, from understanding business needs and collecting data to interpreting results and presenting findings.

Key Skills Developed

Participants learn how to:

• Define the role of data analysis in business
• Apply statistical techniques for decision-making
• Structure and prepare data for analysis
• Solve business problems using advanced Excel techniques
• Interpret analytical findings
• Present data-driven insights effectively

Core Learning Areas

The curriculum includes topics such as:

Business Understanding

• What is data analysis?
• Types of data analysis
• Data analysis in business
• Data analysis processes

Data Collection

• Types of data
• Data sources
• Sampling methods

Data Analytics Foundations

• Organizational context understanding
• Problem framing
• Data cleaning
• Data preparation

Statistical Techniques

• One-sample hypothesis testing
• Two-sample hypothesis testing
• Statistical analysis methods
• Business-focused interpretation of results

Benefits Beyond Technical Knowledge

One characteristic that professionals often seek in a certification is the opportunity to demonstrate practical competence.

The Practitioner component of the program focuses on the application of analytical methods in business environments, encouraging participants to adapt concepts and techniques to real organizational challenges.

Additional benefits include:

• Recognition of practitioner-level expertise
• Development of a professional portfolio
• Feedback from assessors on analytical approaches and processes
• Exposure to practical business scenarios
• Enhanced confidence in data-driven decision-making

Who Can Benefit from This Certification?

The program may be relevant for:

• Data analysts
• Business analysts
• Performance management professionals
• Consultants
• Operations specialists
• Team leaders and managers
• Professionals transitioning into analytics-focused roles

It can also benefit individuals who regularly work with data and want a more structured understanding of statistical methods and business analytics practices.

Choosing the Right Certification

The best data analytics certification ultimately depends on your professional goals. Some individuals may prioritize technical specialization, while others may be looking for a broader understanding of how data supports business performance and decision-making.

For professionals seeking a balance between statistical knowledge, practical application, and business relevance, The KPI Institute’s Certified Data Analysis Professional and Practitioner certification offers a structured approach to developing analytical skills that can be applied across a range of organizational contexts.

___________________________________________________________________________________

The KPI Institute is a global leader in business performance research and solutions, specializing in practice domains including strategy, key performance indicators (KPIs), employee performance, customer service, and innovation management. For over 20 years, The KPI Institute has established international standards and best practices for KPIs across both private and public sectors.

What We Offer:

• Certifications & Training: Practical programs delivered worldwide—live online, offsite, and customized—spanning 6 continents and 7 offices in Australia, Southeast Asia, Europe, and the Middle East.
• Knowledge Platforms: Access to www.smartKPIs.com, the world’s largest documented database of KPIs, with over 21,600 examples published and 148,000+ members in our online communities.
• Publications: Over 460 publications, including books, research papers, and practical guides, providing insights to enhance organizational performance.
• Advisory & Implementation Support: Expert guidance to apply insights in practice for measurable impact.

Our Reach and Impact:

• 81,000+ companies registered on our platforms
• 2.5 million+ professionals reached through training and knowledge services
• 128 research client countries and 120 global partner organizations

Website: www.kpiinstitute.org.

Email: office@kpiinstitute.org

LinkedIn: The KPI Institute

Is your organization prepared for the workforce of tomorrow? The World Economic Forum’s Future of Jobs Report 2025 reveals that 39% of core skills will change within the next decade. Analytical thinking, creativity, and strategic decision-making will become increasingly critical, while skills once considered essential may no longer meet organizational needs. Companies that fail to adapt risk falling behind, facing reduced productivity, disengaged employees, and slower strategic execution.

These trends highlight a decisive shift: organizations must go beyond traditional tools and processes. Success now requires access to collective expertise, proven frameworks, and strategies to reskill teams effectively. The KPI Institute, a global authority in strategy and performance management, emphasizes that professionals who engage with collaborative networks gain unique opportunities to benchmark practices, exchange insights, and accelerate performance improvements. Being part of such a community provides guidance, credibility, and a practical roadmap for navigating rapidly evolving workforce demands.

The KPI Institute offers structured programs designed to equip professionals for this future:

• Standard Program: Access to smartKPIs.com, KPI dictionaries, and exclusive research previews.

• Insight Program: Full research library access, analyst advisory support, and advanced performance management tools.

• Insight Plus Program: All Insight benefits plus complimentary certification programs, conference entry, and recognition as a professional member of the global network.

Joining The KPI Institute community connects professionals with a global network driving strategic performance standards. Members gain more than resources—they access peer learning, expert guidance, and a platform for continuous development. This engagement helps organizations adapt faster, align teams effectively, and implement evidence-based strategies that drive real results.

In a world where workforce skills are evolving at unprecedented speed, connecting with experts and peers is no longer optional—it’s essential. Explore which program best matches your professional goals and start leveraging the resources and community that will help you and your organization thrive: Sign up here!

Get 20% Off Your Course of Choice! 

Are you ready to take your skills to the next level? At The KPI Institute (TKI), we believe in rewarding your commitment to growth. We’re offering a 20% off voucher for any one course of your choice, as well as a FREE copy of our GSI 2023 Report and the State of Global Strategy Management Practice 2023 Report! 

Whether diving into a new subject or advancing your current expertise, this is your chance to learn more for less.

Our loyal learners mean the world to us. To show our appreciation, we have a fantastic offer for those who cherish bettering themselves:

• Enjoy a 20% discount on whichever course you want
• A FREE copy of the Government Services Index (GSI) 2023 Report
• A FREE copy of the State of Global Strategy Management Practice 2023 Report

This opportunity will enhance your knowledge and skills while saving on top-notch courses. Whether you’re a new learner or a seasoned attendee, there’s never been a better time to invest in yourself.

Visit our marketplace to choose your course and apply your discount today!

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Terms, Notes, and Conditions: 

• The 20% off voucher applies to one TKI course per person.
• While the 20% voucher for courses is ONLY valid until August 31st, you can join any specific course editions from now until December. If you redeem the voucher until the 31st of August, you can use it to take 20% off of a course that may take place even in December.
• The “2023 Government Services Index” is the proprietary index of The KPI Institute to assess the performance of governments around the world.
• The “State of Strategy Management Practice Global Report – 2023” thoroughly examines the most recent developments and progressions in strategy planning, performance measurement, and strategy execution within organizational contexts.
• Offers cannot be combined with other promotions.
• This promotion is subject to change without notice.

The KPI Institute’s Certified Strategy and Business Planning Professional course schedule for 2023 is out now. This training program is designed for professionals and organizations aiming to stay relevant, agile, and innovative in today’s fast-paced world.

The certification is the result of a complex, experiential learning program that has three sections: pre-course activities, three days core-course activities, and post-course assignments. Throughout the course, participants will learn how to develop a strategic mind frame, explore key strategy planning concepts, apply strategy planning tools to individual and team exercises, and reflect on the best practices in the field through case studies and debates.

In addition, the Certified Strategy and Business Planning Professional course provides access to a network of specialists, who are encouraged to share business opportunities and innovative solutions to strategy planning challenges.

Among the topics in the course are the architecture of the strategy planning process, internal and external environment scanning, cascading the strategy from the corporate level, identifying KPIs for strategic objectives, and setting targets for KPIs.

Check out the Live-Online and Face-to-face classes of the Certified Strategy and Business Planning Professional course today here.

For questions about our courses, contact:

Sasikala Annamalai 

Senior Business Development Manager

E: sasikala.annamalai@kpiinstitute.com

M: +60 12 591 1366

Teodora Gorski

Managing Director MENA

E: teo.gorski@kpiinstitute.com

M: +971 55 787 6427

Alexandru Muntean

Head of Customer Engagement

E: alex.muntean@kpiinstitute.com

M: +40 747 060 997

With over 18 years of experience in providing performance improvement solutions, The KPI Institute will bring its sought-after performance management training courses in Southeast Asia in 2023. Each course is packed with top-notch resources, exclusive toolkits and frameworks, innovative solutions, and opportunities to network with industry peers and specialists.

By attending the classes, professionals and organizations in Malaysia, Indonesia, Vietnam, Thailand, and Singapore as well as in Australia can expand their knowledge and skills, learn practical application of best practices, and get valuable insights from esteemed performance management experts.

Among the courses available in Southeast Asia are the Certified Balanced Scorecard Management System Professional, Certified KPI Professional and Practitioner, Certified Strategy and Business Planning Professional, and Certified OKR Professional.

The KPI Institute’s certification programs have been awarded to experts from various industries, such as oil and gas, constructions, finance, retail, airlines, healthcare, telecommunication and many more. In a highly demanding and increasingly agile world, the certifications ensure that professionals are ready to meet their goals and overcome challenges and achieve progress.

The journey to excellence starts with you.

Explore The KPI Institute’s Performance Management Training Courses schedule in Southeast Asia.

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The KPI Institute is a leading global research institute specializing in business performance. It operates research programs in 12 practice domains, ranging from strategy and KPIs to employee performance and from customer service to innovation performance. Insights are disseminated through a variety of publications, subscriptions services and through a knowledge platform available to registered members. Support in deploying these insights in practice is offered globally through training and advisory services.

For inquiries, contact:

Sasikala Annamalai 

Senior Business Development Manager 

E: sasikala.annamalai@kpiinstitute.com 

M: +60 12 591 1366

The KPI Institute will conduct a series of face-to-face performance management classes in Dubai, United Arab Emirates in 2023. The Certified Courses are designed to improve organizational and individual performance through first-rate resources, industry best practices, and guidance from esteemed performance management consultants.

The KPI Institute’s certification programs have been awarded to experts from various industries, such as oil and gas, constructions, finance, retail, airlines, healthcare, telecommunication and many more. In a highly demanding and increasingly agile world, the certifications ensure that professionals are ready to meet their goals and overcome challenges and achieve business excellence.

Among the training courses available to professionals in Dubai are the Certified Employee Performance Management Professional, Certified KPI Professional and Practitioner, Certified Strategy and Business Planning Professional, and Certified Agile Strategy Execution Professional.

It is time to take your professionalization to the next level.

Check out The KPI Institute’s Performance Management Training Courses schedule in Dubai.

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The KPI Institute is a leading global research institute specializing in business performance. It operates research programs in 12 practice domains, ranging from strategy and KPIs to employee performance and from customer service to innovation performance. Insights are disseminated through a variety of publications, subscriptions services and through a knowledge platform available to registered members. Support in deploying these insights in practice is offered globally through training and advisory services.

For inquiries, contact:

Teodora Gorski

Managing Director MENA

E: teo.gorski@kpiinstitute.com

M: +971 55 787 6427

Alexandru Muntean

Head of Customer Engagement

E: alex.muntean@kpiinstitute.com

M: +40 747 060 997

As the year winds down, people look back on accomplishments and lessons learned along the way, but what might 2023 hold? While today’s business environment is ever-changing, one thing is constant: adaptability is key to performance excellence.

With this, The KPI Institute remains committed to providing performance improvement solutions for professionals and companies worldwide. For 2023, the global research firm will continue to deliver premium performance management training courses in different countries. 

 The KPI Institute has also granted its clients and partners access to its learning and training opportunities by going online with many of its most popular courses. Some of these are the Certified KPI Professional and Practitioner, Certified Strategy and Business Planning Professional, and Certified Benchmarking Professional.

The certifications represent life-long qualifications that serve as a key differentiator for top performers. Participants can enjoy top-of-the market resources, business- and research-based insights, and valuable perspectives from subject matter experts, all in a comprehensive learning experience that enables professionals to meet and match their highest ambitions.

Start the year right with The KPI Institute’s performance management training courses.

Check out the Live-Online Certifications 2023 calendar!

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The KPI Institute is a leading global research institute specializing in business performance. It operates research programs in 12 practice domains, ranging from strategy and KPIs to employee performance and from customer service to innovation performance. Insights are disseminated through a variety of publications, subscriptions services and through a knowledge platform available to registered members. Support in deploying these insights in practice is offered globally through training and advisory services.

For inquiries, contact:

Cristina Mihăiloaie

Business Unit Manager – Research Division

Phone: +61 (390) 282 223 | +40 (749) 424 517

Email: c.mihailoaie@kpiinstitute.com

Big data now plays a crucial role in every business’ success. Through the application of analytics, data analysis is allowing businesses to become even more competitive. 

Organizations adopt big data and analytics to analyze massive volumes of data generated by offline and online trading. Based on the Big Data & Business Analytics Market Statistics 2030, the value of the global big data and business analytics market is estimated to increase to $684.12 billion by 2030 from $198.08 billion in 2020. 

The goal of data analysis is to extract meaningful information and use it to make informed business decisions. By analyzing and comparing previous and new data, organizations can understand what happened in between. Then, organizations can come up with metrics and action plans to drive their performance. It involves boosting customer loyalty, increasing sales, improving and retaining successful practices, and enhancing employee productivity.

According to a PwC poll of 1,000 corporate executives, data-driven firms were three times more likely to achieve big gains in their decision-making capabilities. 

A data-first approach is required for a digital-first enterprise strategy. In a multi-cloud context, a well-planned data strategy for a digital company gives “business transformation opportunities, cost reduction, better engagement, and maximum flexibility.”

To get the most out of data, organizations must create an effective data analysis process. This procedure entails objective setting, data collection, cleaning and analyzing data, and data visualization.

Before collecting data, defining the goals of the organization is important. Businesses can choose the type of data to collect and evaluate it to ensure it is aligned with their goals. Then, businesses must integrate data using tools such as Informatica PowerCenter, SQL Server Integration Services (SSIS) by Microsoft, AWS Glue by Amazon Web Services (AWS), and Alteryx Designer.. 

All data must be gathered in one place to be examined. Companies must clean their data by removing irrelevant and unwanted information, fixing structural errors, and filling out the missing data in order to produce accurate findings. To better understand the data, organizations should use data analysis software and other technologies. 

Some data analysis software available are XLSTAT, the leading data analysis and statistical solution for Microsoft Excel; Python, a powerful tool consisting of materials for any aspect of scientific computing; and SAS, a statistical software for business intelligence and data management.

To acquire useful insights, businesses should dive deep into the data. They should analyze and narrow down the results of the gathered data to draw conclusions. Then, organizations must interpret the results to figure out the best next steps to reach the goals established in the beginning of the process.

Organizations should deliver information in a readable and understandable format. Businesses can present data using graphs, maps, and charts. Data visualization can help companies compare data sets and observe their relationships.

Data analysis helps anticipate future trends more precisely, allowing organizations to determine where they are headed and what they need to get there.

To learn more about data analysis, explore The KPI Institute’s reports and free webinars and stay tuned for the next schedule of the Certified Data Analysis Live Online Course.