University research library desk with books and laptop

Research & validation

Evidence that the model holds.

Super-Cube® was developed and tested through a pragmatic explanatory sequential mixed-methods design—quantitative structure first, qualitative depth second—within an African FMCG business-network, and published in peer-reviewed journals.

Open summary

Thesis abstract (non-paywalled)

Full peer-reviewed articles are free to download below. The DBA thesis abstract summarises the founding study for schools, L&D, and media.

Thesis: a leadership skills development model (Super-Cube®), a case study of an African FMCG business network (Muller, C. R., December 2020, University of KwaZulu-Natal, Doctor of Business Administration; degree conferred 2021).

Leadership capacity in emerging-market business networks is constrained by complexity, skills gaps, and imported models that under-weight whole-person development. This research developed and tested a six-construct cubic model—Choices, Principles, Mental, Emotional, Physical, Spiritual—with the individual at the centre.

Mixed methods: survey (N=132) with confirmatory factor analysis (acceptable fit, CFI≈0.86; scale reliability α≈0.60–0.80) and interviews with ten directors (N=10) for thematic validation. Philosophy of mutual respect (Buber’s I–Thou) informs practice design.

Implication: leadership is substantially developable; measurement before and after deliberate practice is the product. Super-Cube® Learn operationalises that loop for kids, adolescents, and adults.

Peer-reviewed outputs (2022) appear in the South African Journal of Economic and Management Sciences (SAJEMS) and the Journal of Contemporary Management (JCM)—see Journal articles below for open PDF downloads and DOI links.

The Theory-level literature map moves from classical trait/behavioural/contingency schools through relational, shared, biological/evolutionary and neuroscientific perspectives, into contemporary topics (identity, culture, globalisation, entrepreneurial leadership), skills-development debates, and higher-order frames—AQAL, I–Thou, and Ubuntu—which collectively underpin the six-dimensional model. See The Model · Theory map.

Peer-reviewed

Download journal articles

Open PDF downloads of the 2022 SAJEMS and JCM publications that formalise Super-Cube® for African FMCG leadership development.

SAJEMS2022

South African Journal of Economic and Management Sciences

A proposed leadership skills development model for African FMCG business-networks: Super-Cube®

Muller, C. R. & Pelser, T. G. · 2022

Proposes Super-Cube® as a six-construct leadership skills development model for African FMCG business-networks, grounded in mixed-methods validation.

JCM2022

Journal of Contemporary Management

The leadership skills development model, tested in an African fast-moving consumer goods business network

Muller, C. R. & Pelser, T. G. · 2022

Case-study account of applying and validating the leadership skills development model within an African FMCG business network.

Cover of Leadership Is Learnable by Dr Craig R. Muller

Book · 2026

Leadership Is Learnable

The research in full, for a general reader: the survey of 132 people, the interviews with ten directors, each of the six faces in depth, the 12-week intervention results and how to build a programme. 312 pages, out now in paperback and Kindle.

Methodology

Pragmatic. Sequential. Practice-oriented.

The research prioritised practical utility and real-world applicability—testing whether the six-construct structure fits observed leadership reality.

Mixed-methods design

Pragmatic explanatory sequential design: quantitative survey first, then qualitative interviews to explain and deepen the findings.

132 survey respondents

Online survey of employees in an African FMCG business network tested structural validity and reliability across the six constructs.

Acceptable model fit

Confirmatory factor analysis: CMIN/DF 2.232, CFI 0.86, RMSEA 0.097—collectively indicating acceptable structural fit.

Ten director interviews

Thematic analysis of interviews with ten directors supported all six constructs in lived leadership practice.

Philosophy · Theory · Model

From human relation to a practiceable cube.

Super-Cube® sits on clear philosophy, development theory, and a six-face model you can measure and train.

Philosophy

Grounded in Buber’s I–Thou, the African philosophy of Ubuntu, and Wilber’s AQAL integral frame—people as subjects-in-relation, never objects of control.

Theory

Illeris’s three-dimensional learning (content, incentive, interaction) plus major leadership literature strands. Genes explain only about a quarter to a third of who holds leadership roles; the rest is linked to experience, environment and learning.

Model

Super-Cube® makes that philosophy and theory practiceable: you at the centre, six interdependent faces, pre→post measurement, and deliberate growth.

Core belief

Leadership is largely learnable.

Super-Cube® holds that leadership capacity is largely developable through deliberate practice, experience and structured intervention, not fixed by heredity: genes explain roughly 24–30% of who holds leadership roles, and about 70–76% is linked to experience, environment and learning. Development follows Illeris’s content, incentive, and interaction.

Theory map (summary)

Major schools

Trait · behavioural · contingency · charisma · follower · relational · shared · evolutionary · neuroscience

Contemporary topics

Socio-cognition · gender · power · identity · culture · globalisation · entrepreneurial leadership

Skills development

Nature–nurture · longitudinal growth · KSAs · theory–research–practice

Integral & philosophical frames

AQAL · I–Thou (Buber) · Ubuntu

Intervention results · 12-week Super-Cube® intervention

+32.2% overall growth across all six faces.

Average pre- and post-course scores from the 12-week accredited Super-Cube® leadership intervention with leaders at Imana Foods and Kerry Foods (South African and international FMCG organisations), with the gain for each face in % (source: Leadership Is Learnable, 2026, Chapter 18). These gains come from the intervention, not from the doctoral study, which tested the model’s structure. Not live programme data.

Overall growth

Across all six Super-Cube® faces

+32.2%

Choices

+26.6%

Principles

+45.1%

Mental

+29.7%

Emotional

+39.5%

Physical

+27.7%

Spiritual

+24.6%

+32.2% overall growth across all six faces, from the 12-week accredited Super-Cube® leadership intervention with leaders at Imana Foods and Kerry Foods (South African and international FMCG): average pre- and post-course scores. Source: Leadership Is Learnable (2026), Chapter 18. Highest gains: Principles +45.1% and Emotional +39.5%. Not live programme data.

Read the FMCG case study

Structural validation

Acceptable model fit. Adequate reliability.

Confirmatory factor analysis on survey data from 132 employees assessed overall fit of the Super-Cube® structure.

2.232

CMIN/DF

Within common SEM thresholds

0.86

CFI

Comparative Fit Index

0.097

RMSEA

Root mean square error of approx.

0.60–0.80

Cronbach’s α

Internal consistency across constructs

Fit indices collectively suggest acceptable model fit based on established thresholds in structural equation modelling. Reliability coefficients indicate adequate to good internal consistency for the study sample.

Qualitative findings

What the directors emphasised.

Face-to-face semi-structured interviews with 10 key decision-makers (Nov 2018–Feb 2019) were analysed using inductive thematic analysis (Braun & Clarke).

Mental
31%
Emotional
29%
Principles
18%
Spiritual
12%
Choices
9%
Physical
1%

Mental (31%) and Emotional (29%) together accounted for roughly 60% of construct-related qualitative content—underscoring cognitive and relational demands in practice. Principles (18%), Spiritual (12%), Choices (9%), and Physical (1%) also appeared as meaningful themes.

Participants expressed unanimous support for multilevel leadership development—from individual to organisational and network levels—with recommendations for inclusive approaches that can extend to suppliers and customers for a broader ripple effect.

Limitations

Honest about scope.

The model was developed and tested within a single-case study of one African FMCG business-network. Findings are context-specific and should not be over-generalised without further testing.

Wider industry replication—across organisations, regions, and sectors facing comparable challenges—is recommended to assess robustness and refine the six constructs for broader continental and emerging-market use.

Significance

Africa-centric and practice-ready.

Super-Cube® is one of the first leadership development frameworks built and tested inside an African FMCG business network—bridging Western-dominant theory and local organisational reality.

By emphasising human-centric constructs and the developable nature of leadership (genes explain roughly 24–30% of who holds leadership roles; about 70–76% is linked to experience, environment and learning), it offers a credible, context-sensitive alternative for organisations building capacity at scale.

Primary sources

Where to go deeper.

Doctoral thesis plus peer-reviewed journal articles. Download open PDFs or follow DOI links; more work is on ResearchGate.

  • Thesis2020

    A leadership skills development model (Super-Cube®): a case study of an African FMCG business network

    Craig Ross Muller · DBA thesis · University of KwaZulu-Natal · December 2020

  • SAJEMS2022

    A proposed leadership skills development model for African FMCG business-networks: Super-Cube®

    Muller, C. R. & Pelser, T. G. · South African Journal of Economic and Management Sciences · 2022

  • JCM2022

    The leadership skills development model, tested in an African fast-moving consumer goods business network

    Muller, C. R. & Pelser, T. G. · Journal of Contemporary Management · 2022

ResearchGate

View full profile & publications

Peer-reviewed Super-Cube® papers and related research by Craig Muller are listed on ResearchGate.

Open ResearchGate

Public summaries of the model are also available via scholarly repositories and reference encyclopaedias such as Grokipedia.

Next step

Measure growth in your first 10 minutes.

Free baseline on this device—or book a school/company pilot with facilitator calendar, consented roster, and verify certificates.