THE ROLE OF DATA ANALYTICS IN SHAPING
LEADERSHIP TRENDS
CHARLES COTTER PhD, MBA, B.A (Hons), B.A
https://www.youtube.com/channel/UCMtDro7N29l3KTat-rtRuGQ
AFRICA RISING LEADERSHIP SUMMIT & AWARDS
27 MARCH 2025
PRESENTATION
OVERVIEW
• Simukai, iAfrika, Simukai!
• Introduction and Contextualization
• Concept 1: Data (Analytics) – independent variable (x)
• Concept 2: Leadership Trends – dependent variable (y)
• Concept 3: The (correlation) relationship between data (analytics) and
leadership trends
• Findings, Conclusion and Q&A
CONCEPT #1:
DATA (ANALYTICS)
1986
LEVELS OF THE
BUSINESS
INTELLIGENCE (BI)
HIERARCHY
THE CURSE OF
MULTIPLE BUSINESS
LEADERSHIP
GENERATIONS
COTTER’S (2023)
PURPOSE
STATEMENTS OF
BUSINESS
METRICS & –
SCORECARDS
(70/20/10%
PRIORITY)
The primary purpose of Business Metrics and -Scorecards is
to facilitate, enable and ultimately, drive smarter business
decision making (strategically, operationally and tactically).
In terms of the priority of this purpose statement, I would
weigh this at 70%.
The secondary purpose of Business Metrics and -
Scorecards is to showcase, amplify, quantify and monetize
the strategic business value proposition (for shareholders
and stakeholders). In terms of the priority of this purpose
statement, I would weigh this at 20%.
The tertiary purpose of Business Metrics & -Scorecards is
to promote continuous improvement processes, stimulate
innovation and to serve as a quality assurance tool across
the spectrum of the business value chain. In terms of the
priority of this purpose statement, I would weigh this at
10%.
CORRELATION #1: THE
EMERGENCE AND
CONCEPTUALIZATION
OF EVIDENCE-BASED
MANAGEMENT (EBM)
THINKING AND -
PRACTICES
• Evidence-based management (EBM) is an
empirical framework/practice that emphasizes
making managerial and people-related decisions
based on critical thinking and reliable, relevant
evidence, rather than relying solely on intuition or
tradition.
• EBM refers to a process in which the organization
evaluates any decision or process against data,
real experience, expert opinions, and/or other
types of information to ensure the decision is likely
to have the desired outcome.
• For this to work best, the “evidence” used should
be purposefully sought out.
• When data is taken from multiple sources, ensure
it’s applicable within your context.
THE 6 A’s
OF THE
EBM
PROCESS
STEPS
THE ANATOMY
(SUB-COMPONENTS)
OF EBM AND
RELATED
OBJECTIVES/
PRINCIPLES
• Multiple (X4) Sources of Evidence (to promote inclusivity)
• Critical Thinking (to promote objectivity)
• Focus on Evidence (to promote informed decision-
making)
• Transparency and Accountability (to promote justified
decision-making)
• Continuous Improvement (to promote HIPO and HILO
organizational sub-cultures)
DEFINING A HIGH PERFORMANCE
ORGANIZATION (HIPO) CULTURE
Refer to diagnostic survey link:
https://www.surveymonkey.com/r/35ZQFW6
• A high-performance organization is characterized by clarity and coordination.
• Everyone plays a crucial role in driving the company forward, and everything
that happens at the individual, group or departmental level contributes to the
organization's goals.
• People understand their roles and how their efforts contribute to producing
the desired results.
• Andre de Waal of the HPO Center offers this more formal definition: "A High
Performance Organization is an organization that achieves financial and non-
financial results that are exceedingly better than those of its peer group over
a period of time of five years or more, by focusing in a disciplined way on that
which really matters to the organization.“
HIPO –
5 STRANDS OF
SUCCESS
L-A-D-I-O FRAMEWORK OF
A HIPO CULTURE
(COTTER PhD, 2019)
• Lean Structures
• Agile Processes
• Digital Systems
• Innovative/Intelligent
Organizational Culture
• Optimization of Resources
(4 E’s)
8-POINT EBM TRANSFORMATION
(COTTER PhD, 23 MARCH 2025)
• "In order to be feasible, to prosper professionally in 2025 and beyond and to be
future-fit, business leaders will have to exchange the currency in which they trade
from old notes to noteworthy, Industry 5.0 and business relevant denominations
and value. Specifically, this change translates from:
• 1. feelings to facts;
• 2. anecdotal to analytical;
• 3. hindsight to insight to foresight;
• a 4. business performance to market value/leadership (e.g. brand equity);
• 5. intuition to intelligence;
• 6. rhetoric to meaningful response;
• 7. (support business units e.g. HRM & Marketing) a cost to a profit centre and
• 8. best practice (imitation) to best fit (internalization) to next practice (innovation)
• Generally, this 8-point transformation means an upgrade to Evidence-based
Management (EBM)."
CONCEPT #2:
LEADERSHIP
TRENDS
HORTON
INTERNATIONAL
(2025)
• #1: Human-Centered Leadership
• #2: Digital Transformation and Tech-Savvy Leadership
• #3: Inclusive and Diverse Leadership
• #4: Agility and Adaptability
• #5: Focus on Employee Wellbeing
• #6: Ethical and Transparent Leadership
• #7: Lifelong Learning and Leadership Development
• #8: Hybrid Work Models
• #9: Sustainability and Social Responsibility
• #10: Coaching and Mentorship
HORTON
INTERNATIONAL
(2025)
• Boardroom Priorities (e.g. geopolitical and economic
risks, AI strategy and governance, data governance and
cybersecurity, ESG, CEO succession and talent
development, corporate culture and stakeholder trust,
and risk oversight responsibilities.)
• These trends underscore a fundamental shift:
“Leadership is no longer about commanding and
controlling but about inspiring, empowering and
creating value for all stakeholders.”
TOP 5 PRIORITIES FOR HR LEADERS IN 2025
(GARTNER, 2024)
• 39% of current skills will be redundant by 2030. Therefore, an estimated 59% of the workforce will need
reskilling by 2030.
• There will be a net (differential) job gain (and not displacement) of 78 million jobs by 2030.
• Artificial Intelligence (AI) will reshape the labour market quicker than anticipated.
• AI will be the ultimate disruptor. The other main drivers of disruption in the labour market:
 Technological adoption
 Climate goals
 Environment, Social and Governance (ESG)
 Demographics
• However, this also presents a golden opportunity.
A GLIMPSE OF THE FUTURE
(Cotter PhD, 23 March 2025)
• “The disruptive and pervasive influence
of Artificial Intelligence (AI) will either
be a golden opportunity for business
leadership transformation or a missed
one. Regardless of their choice, business
leaders are the architects of the
blueprint of their own future – the
masters of their own business destiny.”
• The skills landscape and –ecosystem will
change radically.
• Agility will be a core skill in 2030.
• What are the other core skills?
THE FUTURE-FIT LEADERSHIP CODE:
10 STRATEGIES TO FUTURE-PROOF
YOUR BUSINESS MANAGEMENT
CAREER
(COTTER PhD, 23 MARCH 2025)
 #1: Relevance
 #2: Differentiation
 #3: Unique Value Proposition (UVP)
 #4: Specialization
 #5: Agility
 #6: Re-invention
 #7: Value Amplification
 #8: Next Dimension Thinking
 #9: Digital Literacy and -Citizenship
 #10: Hyperconnected Collaborator
• Refer to the diagnostic survey link:
https://www.surveymonkey.com/r/DJ85J7F
• Refer to the reading article link:
https://www.linkedin.com/pulse/future-fit-code-10-s
trategies-future-proof-your-career-charles-cotter/
THE SKILLS LANDSCAPE AND -ECOSYSTEM
– WEF FUTURE OF JOBS (2025 - 2030)
CONCEPT #3:
THE CORRELATION
(RELATIONSHIP) BETWEEN
DATA (ANALYTICS) AND
LEADERSHIP TRENDS
CORRELATION #2: DATA DRIVEN LEADERSHIP
DATA DRIVEN LEADERSHIP
• Leaders in various industries are increasingly aware of the power of
data for shaping decisions and driving success.
• Using data effectively has changed how businesses operate and
compete.
• Data-driven leadership focuses on strategically using data insights
to improve decision-making and achieve market leadership
• Data-driven leadership involves using data and analytics to:
 Guide decision-making and strategy
 Empowering leaders to make informed choices
 Anticipate trends
 Improve organizational performance.
KEY PRINCIPLES
OF DATA-
DRIVEN
LEADERSHIP
• Data as a Foundation
• Data Literacy
• Focus on Insights
• Continuous Improvement and Agility
• Strategic Decision-Making
• Ethical Considerations
THE BUSINESS CASE (BENEFITS) OF
DATA-DRIVEN LEADERSHIP
• Faster and Improved Decision Making (i.e.
speed and quality advantage)
• Increased Efficiency and better Resource
Allocation
• Improved Communication
• Proactive Strategy and Enhanced Business
Performance
• Reduced Risk
• Stronger Customer Relationships
• Enhanced Business Leadership Credibility
LEADERSHIP
CREDIBILITY
FORMULA
• LEADERSHIP CREDIBILITY =
INTEGRITY (ETHICS AND DATA) +
EXPERTISE - TECHNICAL (TQ) & DATA
LITERACY (DQ)
CORRELATION #3: FUTURE-FIT BUSINESS LEADERSHIP
CURRENCIES AND THE BENEFITS THEREOF
(COTTER PhD, 23 MARCH 2025)
• “The four (4) most important currencies that future-fit business
leaders trade in are: 1. Business Intelligence; 2. Innovation; 3.
Evidence-based thinking and –practices and 4. Forward-looking
Learning.
• The cohesive accumulation of the potency of the quartet of these
currencies will 1. amplify and accentuate their business
leadership credibility and transparency; 2. future-proof
(continuity) of their business operating models; 3. drive
strategic business performance and competitivity (HIPO) and 4.
exponential appreciation in business and market value
(shareholder wealth & growth), in the Collaborative
Intelligence economy of the future.”
THE FOUR ORGANIZATIONAL TRANSFORMATIONAL
PILLARS TO A HIGH PERFORMING ORGANIZATION (HIPO)
(COTTER PhD, 2024)
• STRATEGIC INTENTION (POLITICAL WILL)
• ASPIRATION (STRATEGIC AMBITION)
• INSPIRATION (PRIMARILY SOURCED FROM
EXECUTIVE MANAGEMENT)
• PERSPIRATION
FINDINGS
AND
CONCLUSION
• “The future is today.” Empower yourself as a
business leader to be future-fit and to future-
proof your business operating model.
• Data (Analytics) don’t just shape (level 2)
leadership trends. In fact, they inform (level 1);
influence (level 3) and drive (level 4) these
leadership trends.
• Therefore, to be a future-fit business leader, you
will have to embrace, harness, leverage and
transform to:
 1. EBM thinking and -practices;
 2. Data-driven leadership and
 3. Re-schooling and re-skilling of Leadership
Currencies i.e. be at the forefront/cutting-edge of
technological, analytical and innovative thinking
practices and –processes. “Forward-looking
Learning is the currency of the literate of the
future.” (Cotter PhD, 23 March 2025)
QUESTIONS?
DR CHARLES COTTER’S CONTACT DETAILS AND SOCIAL MEDIA PRESENCE
• Mobile number: +2784 562 9446
• Email address: charlescotterhrdconsultant@gmail.com
• YouTube: https://www.youtube.com/channel/UCMtDro7N29l3KTat-rtRuGQ
• LinkedIn: https://www.linkedin.com/in/charlescotter/ and
https://www.linkedin.com/company/dr-charles-cotter-and-associates
• Twitter/X: @Charles_Cotter
• Facebook: https://www.facebook.com/CharlesACotter/
• SlideShare: www.slideshare.net/CharlesCotter

The Role of Data Analytics in Shaping Leadership Trends_ARL_27 March 2025.pptx

  • 1.
    THE ROLE OFDATA ANALYTICS IN SHAPING LEADERSHIP TRENDS CHARLES COTTER PhD, MBA, B.A (Hons), B.A https://www.youtube.com/channel/UCMtDro7N29l3KTat-rtRuGQ AFRICA RISING LEADERSHIP SUMMIT & AWARDS 27 MARCH 2025
  • 3.
    PRESENTATION OVERVIEW • Simukai, iAfrika,Simukai! • Introduction and Contextualization • Concept 1: Data (Analytics) – independent variable (x) • Concept 2: Leadership Trends – dependent variable (y) • Concept 3: The (correlation) relationship between data (analytics) and leadership trends • Findings, Conclusion and Q&A
  • 4.
  • 5.
  • 6.
  • 8.
    THE CURSE OF MULTIPLEBUSINESS LEADERSHIP GENERATIONS
  • 9.
    COTTER’S (2023) PURPOSE STATEMENTS OF BUSINESS METRICS& – SCORECARDS (70/20/10% PRIORITY) The primary purpose of Business Metrics and -Scorecards is to facilitate, enable and ultimately, drive smarter business decision making (strategically, operationally and tactically). In terms of the priority of this purpose statement, I would weigh this at 70%. The secondary purpose of Business Metrics and - Scorecards is to showcase, amplify, quantify and monetize the strategic business value proposition (for shareholders and stakeholders). In terms of the priority of this purpose statement, I would weigh this at 20%. The tertiary purpose of Business Metrics & -Scorecards is to promote continuous improvement processes, stimulate innovation and to serve as a quality assurance tool across the spectrum of the business value chain. In terms of the priority of this purpose statement, I would weigh this at 10%.
  • 10.
    CORRELATION #1: THE EMERGENCEAND CONCEPTUALIZATION OF EVIDENCE-BASED MANAGEMENT (EBM) THINKING AND - PRACTICES • Evidence-based management (EBM) is an empirical framework/practice that emphasizes making managerial and people-related decisions based on critical thinking and reliable, relevant evidence, rather than relying solely on intuition or tradition. • EBM refers to a process in which the organization evaluates any decision or process against data, real experience, expert opinions, and/or other types of information to ensure the decision is likely to have the desired outcome. • For this to work best, the “evidence” used should be purposefully sought out. • When data is taken from multiple sources, ensure it’s applicable within your context.
  • 11.
    THE 6 A’s OFTHE EBM PROCESS STEPS
  • 12.
    THE ANATOMY (SUB-COMPONENTS) OF EBMAND RELATED OBJECTIVES/ PRINCIPLES • Multiple (X4) Sources of Evidence (to promote inclusivity) • Critical Thinking (to promote objectivity) • Focus on Evidence (to promote informed decision- making) • Transparency and Accountability (to promote justified decision-making) • Continuous Improvement (to promote HIPO and HILO organizational sub-cultures)
  • 13.
    DEFINING A HIGHPERFORMANCE ORGANIZATION (HIPO) CULTURE Refer to diagnostic survey link: https://www.surveymonkey.com/r/35ZQFW6 • A high-performance organization is characterized by clarity and coordination. • Everyone plays a crucial role in driving the company forward, and everything that happens at the individual, group or departmental level contributes to the organization's goals. • People understand their roles and how their efforts contribute to producing the desired results. • Andre de Waal of the HPO Center offers this more formal definition: "A High Performance Organization is an organization that achieves financial and non- financial results that are exceedingly better than those of its peer group over a period of time of five years or more, by focusing in a disciplined way on that which really matters to the organization.“
  • 14.
  • 15.
    L-A-D-I-O FRAMEWORK OF AHIPO CULTURE (COTTER PhD, 2019) • Lean Structures • Agile Processes • Digital Systems • Innovative/Intelligent Organizational Culture • Optimization of Resources (4 E’s)
  • 17.
    8-POINT EBM TRANSFORMATION (COTTERPhD, 23 MARCH 2025) • "In order to be feasible, to prosper professionally in 2025 and beyond and to be future-fit, business leaders will have to exchange the currency in which they trade from old notes to noteworthy, Industry 5.0 and business relevant denominations and value. Specifically, this change translates from: • 1. feelings to facts; • 2. anecdotal to analytical; • 3. hindsight to insight to foresight; • a 4. business performance to market value/leadership (e.g. brand equity); • 5. intuition to intelligence; • 6. rhetoric to meaningful response; • 7. (support business units e.g. HRM & Marketing) a cost to a profit centre and • 8. best practice (imitation) to best fit (internalization) to next practice (innovation) • Generally, this 8-point transformation means an upgrade to Evidence-based Management (EBM)."
  • 19.
  • 20.
    HORTON INTERNATIONAL (2025) • #1: Human-CenteredLeadership • #2: Digital Transformation and Tech-Savvy Leadership • #3: Inclusive and Diverse Leadership • #4: Agility and Adaptability • #5: Focus on Employee Wellbeing • #6: Ethical and Transparent Leadership • #7: Lifelong Learning and Leadership Development • #8: Hybrid Work Models • #9: Sustainability and Social Responsibility • #10: Coaching and Mentorship
  • 21.
    HORTON INTERNATIONAL (2025) • Boardroom Priorities(e.g. geopolitical and economic risks, AI strategy and governance, data governance and cybersecurity, ESG, CEO succession and talent development, corporate culture and stakeholder trust, and risk oversight responsibilities.) • These trends underscore a fundamental shift: “Leadership is no longer about commanding and controlling but about inspiring, empowering and creating value for all stakeholders.”
  • 22.
    TOP 5 PRIORITIESFOR HR LEADERS IN 2025 (GARTNER, 2024)
  • 23.
    • 39% ofcurrent skills will be redundant by 2030. Therefore, an estimated 59% of the workforce will need reskilling by 2030. • There will be a net (differential) job gain (and not displacement) of 78 million jobs by 2030. • Artificial Intelligence (AI) will reshape the labour market quicker than anticipated. • AI will be the ultimate disruptor. The other main drivers of disruption in the labour market:  Technological adoption  Climate goals  Environment, Social and Governance (ESG)  Demographics • However, this also presents a golden opportunity.
  • 24.
    A GLIMPSE OFTHE FUTURE (Cotter PhD, 23 March 2025) • “The disruptive and pervasive influence of Artificial Intelligence (AI) will either be a golden opportunity for business leadership transformation or a missed one. Regardless of their choice, business leaders are the architects of the blueprint of their own future – the masters of their own business destiny.” • The skills landscape and –ecosystem will change radically. • Agility will be a core skill in 2030. • What are the other core skills?
  • 25.
    THE FUTURE-FIT LEADERSHIPCODE: 10 STRATEGIES TO FUTURE-PROOF YOUR BUSINESS MANAGEMENT CAREER (COTTER PhD, 23 MARCH 2025)  #1: Relevance  #2: Differentiation  #3: Unique Value Proposition (UVP)  #4: Specialization  #5: Agility  #6: Re-invention  #7: Value Amplification  #8: Next Dimension Thinking  #9: Digital Literacy and -Citizenship  #10: Hyperconnected Collaborator • Refer to the diagnostic survey link: https://www.surveymonkey.com/r/DJ85J7F • Refer to the reading article link: https://www.linkedin.com/pulse/future-fit-code-10-s trategies-future-proof-your-career-charles-cotter/
  • 26.
    THE SKILLS LANDSCAPEAND -ECOSYSTEM – WEF FUTURE OF JOBS (2025 - 2030)
  • 27.
    CONCEPT #3: THE CORRELATION (RELATIONSHIP)BETWEEN DATA (ANALYTICS) AND LEADERSHIP TRENDS
  • 28.
    CORRELATION #2: DATADRIVEN LEADERSHIP
  • 29.
    DATA DRIVEN LEADERSHIP •Leaders in various industries are increasingly aware of the power of data for shaping decisions and driving success. • Using data effectively has changed how businesses operate and compete. • Data-driven leadership focuses on strategically using data insights to improve decision-making and achieve market leadership • Data-driven leadership involves using data and analytics to:  Guide decision-making and strategy  Empowering leaders to make informed choices  Anticipate trends  Improve organizational performance.
  • 30.
    KEY PRINCIPLES OF DATA- DRIVEN LEADERSHIP •Data as a Foundation • Data Literacy • Focus on Insights • Continuous Improvement and Agility • Strategic Decision-Making • Ethical Considerations
  • 31.
    THE BUSINESS CASE(BENEFITS) OF DATA-DRIVEN LEADERSHIP • Faster and Improved Decision Making (i.e. speed and quality advantage) • Increased Efficiency and better Resource Allocation • Improved Communication • Proactive Strategy and Enhanced Business Performance • Reduced Risk • Stronger Customer Relationships • Enhanced Business Leadership Credibility
  • 32.
    LEADERSHIP CREDIBILITY FORMULA • LEADERSHIP CREDIBILITY= INTEGRITY (ETHICS AND DATA) + EXPERTISE - TECHNICAL (TQ) & DATA LITERACY (DQ)
  • 33.
    CORRELATION #3: FUTURE-FITBUSINESS LEADERSHIP CURRENCIES AND THE BENEFITS THEREOF (COTTER PhD, 23 MARCH 2025) • “The four (4) most important currencies that future-fit business leaders trade in are: 1. Business Intelligence; 2. Innovation; 3. Evidence-based thinking and –practices and 4. Forward-looking Learning. • The cohesive accumulation of the potency of the quartet of these currencies will 1. amplify and accentuate their business leadership credibility and transparency; 2. future-proof (continuity) of their business operating models; 3. drive strategic business performance and competitivity (HIPO) and 4. exponential appreciation in business and market value (shareholder wealth & growth), in the Collaborative Intelligence economy of the future.”
  • 35.
    THE FOUR ORGANIZATIONALTRANSFORMATIONAL PILLARS TO A HIGH PERFORMING ORGANIZATION (HIPO) (COTTER PhD, 2024) • STRATEGIC INTENTION (POLITICAL WILL) • ASPIRATION (STRATEGIC AMBITION) • INSPIRATION (PRIMARILY SOURCED FROM EXECUTIVE MANAGEMENT) • PERSPIRATION
  • 36.
    FINDINGS AND CONCLUSION • “The futureis today.” Empower yourself as a business leader to be future-fit and to future- proof your business operating model. • Data (Analytics) don’t just shape (level 2) leadership trends. In fact, they inform (level 1); influence (level 3) and drive (level 4) these leadership trends. • Therefore, to be a future-fit business leader, you will have to embrace, harness, leverage and transform to:  1. EBM thinking and -practices;  2. Data-driven leadership and  3. Re-schooling and re-skilling of Leadership Currencies i.e. be at the forefront/cutting-edge of technological, analytical and innovative thinking practices and –processes. “Forward-looking Learning is the currency of the literate of the future.” (Cotter PhD, 23 March 2025)
  • 38.
  • 39.
    DR CHARLES COTTER’SCONTACT DETAILS AND SOCIAL MEDIA PRESENCE • Mobile number: +2784 562 9446 • Email address: [email protected] • YouTube: https://www.youtube.com/channel/UCMtDro7N29l3KTat-rtRuGQ • LinkedIn: https://www.linkedin.com/in/charlescotter/ and https://www.linkedin.com/company/dr-charles-cotter-and-associates • Twitter/X: @Charles_Cotter • Facebook: https://www.facebook.com/CharlesACotter/ • SlideShare: www.slideshare.net/CharlesCotter