Dr. Munir's innovative contributions to the field of education include around 40 models, frameworks, concepts, and theories. These groundbreaking ideas are available with attribution under CC BY SA. Please note that complete versions of a few models are not currently available as these are subject to the approval of global institutions. We encourage you to explore and incorporate these models in your work to promote progress and advance knowledge in the field of education.
Achievements based on models and frameworks
Five models are appreciated by UNESCO, United Nations Office on Drugs and Crime, Istanbul Zaim University, The Open University, Northampton University, and The University of Lagos
List of Theories, Frameworks and Models
Munir's model of sustainable education during the uncertain time
Munir and Nuket bud, petals, and thorns model of inclusivity
Munir's socio-eco-environmental approach to environmental education
Chameleon theory of leadership (CTL) in education and research
Selfishness and Arrogance- Unearthing the Other Side of the Coin*
Munir’s Reflective Model of Teacher
Shifting from Laws of Learning to a Guide to Learning
Munir's Competencies for Human Rights Education
Munir's socio-edu-environmental model of sustainable practices
An Inclusive Ethical Framework for Research with People with Diverse Disabilities
A Model of Regenerative Resilience
Munir’s Model for Refugee Education
Shifting from the Laws of Learning to Simple Learning
Munir’s Self-Explanatory Global Citizenship Education Model
Concept of Introspective Empathy
Munir’s Concept of Learning
Ecoethical pedagogy
Munir's Theory of Negativity
Munir’s Framework of Academic Intellectual Vanity
Concept of Human Oscillation
Fostering Learner Ownership Through Peheangogy
Layered Tripartite Consent Model- An Ethrical Disposition in Research and Developmental Policy Formulation
Munir’s Academic Model Development Framework
Munir's School Assessment Parameters
Below is a brief overview of the theories, frameworks, and models. For more details, please visit the links provided with each.
MSEEM is the outcome of ten years of the author’s documentation and observation of HR practices across a range of teaching and learning settings. It emerged by applying grounded theory from learners' and practitioners’ viewpoints, gathered from across 47 developing and developed countries.
Detail model, available at the below given link
Sadruddin, M.M. (June, 2019). Munir's Socioecoethical model (MSEEM) of human rights education. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3755005
(This model is also turned into a short experimental online course, which is completed LIVE by 10000 and online by around 4000 teachers and educators from over 75 countries)
Munir's Convergent Model of Reality
According to Munir’s Convergent Model of Reality (2021), reality is a deep kindness, which brightens the vision within us. But conceiving and embracing reality is a multifaceted process, situated in a sociocultural context. When our expectations are being met, or when others think, express, or offer information that supports our beliefs, we feel connected- confirmation bias. But when our expectations do not match with others, or when others act or speak against our will or beliefs, we tag them as contagious and toxic. In reality, we all have toxicity! There are three stages to reality.
Sadruddin, M.M. (July 2021). Munir's Convergent Model of Reality. https://ssrn.com/abstract=3879891
An individual online learning journey begins as a visitor. They are users and not members of the Web. They initially keep online interactions anonymous, and activities invisible. They avoid keeping their digital identity open to all due to privacy issues. They are not averse to using online platforms but are cautious about creating profiles on social networking sites. However, there are people, who are ignorant of online realities and jump into the pool of delusion without knowing the consequences. They lack scrutiny and consider available online resources as an authentic source of learning.
Sadruddin, M.M. (June, 2019). Munir's Permeable Digital Networking Model- My Global Models. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4242609
Munir criticizes that learning does not happen in a hierarchy all the time. It is situated in context. Learning is a flexible process, but Bloom’s trajectory has discriminated against the reality of learning. Though knowledge is the basis for critical discussion, a re-creation of knowledge is often ignored. Later, Anderson and Krathwohl shifted the concept of educational objectives to the classification using verbs and gerunds. It represented nothing but a cobweb of complexity. According to Munir's Digital Taxonomy of Learning, learning in an online environment begins with the acquisition of digital skills before landing on the digital ground. A person might come across a bombardment of knowledge, but digital skills help validate knowledge through conscious filtration.
Sadruddin, M.M. (June, 2019). Munir's Taxonomy of digital learning- My Global Models. https://dx.doi.org/10.2139/ssrn.3754995
According to Munir’s Model of Teacher Identity Exploration, personal identity is interconnected to the professional dimension through conscious reflection and networking. Each time, the teacher explores professional identity, they must undergo/revisit personal identity as the starting point of reference. The whole process is dynamic and flexible. There is no age, experience, or time bar attached to discovering teaching identity.
Sadruddin, M.M. (June, 2019). Munir's Model of Teacher Identity Exploration- My Global Models. https://ssrn.com/abstract=3754992
Munir's Model of Educational Sustainability for Uncertain Time
Higher Education has been trapped under incalculable multi-layered challenges for decades. It is a refurbished concept! In recent uncertain times, vulnerabilities in the global education systems and policies were re-exposed. According to Munir, chaotic decision-shifting towards remote learning accelerated educational poverty in many countries, due to a lack of preparedness, absence of ownership, and inadequate digital literacy. Munir's model of sustainable education during uncertain times is a way forward to ensure educational readiness and outreach. Find the reference for more details
The brief plan was approved by UNESCO in 2022 https://whec2022.net/resources/Human-Centered%20based%20Heutagogical%20Approach-Munir%20Moosa.pdf
Detail plan is available with the UNESCO (not available online) and is subjected to copyrights.
Sadruddin, M.M. (January 2021). Munir's Contextual Model of Proposing Educational Sustainability for Uncertain time. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3879898
E-STEAM Education
According to Munir, Ignorance is a major oversight in education. Learners are not adequately taught about values as an integral part of STEAM, which makes it challenging for them to navigate complex issues. Intellectual vanity, miscarriage of social justice, and materialistic greed may soon overpower human dignity due to negligence. E-STEAM stresses respecting human values and dignity while making wise decisions.
Sadruddin, M.M. (January 2021). E-STEAM Education. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4347707
Munir and Nuket Bud, Petals, and Thorns Model of Inclusivity
This model follows a flexible hierarchy and is based on three elements namely bud, petals, and thorns. Bud refers to early childhood education, petals denote general and vocational education, and thorns refer to the challenges faced by persons with disabilities while acquiring education (bud or petals) by any means.
According to Munir and Nuket, Inclusivity is not À la carte. What we observe in practice is a fashionable inclusion.
Sadruddin, M.M. (January 2022). Munir' & Nuket Bud, Petals and Thorns Model of Inclusivity. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4189864
Munir's Socio-Ethrical Model of Inclusivity
Munir states, “Society perceives others as disabled due to a lack of self-identity exploration. People have disfigured mindsets because of subjugated personalities. Fluctuated attitudes towards others are observable because we overlook our identity. We live in an impermeable bubble of ego, and often dishonor, or feel pity for others than ourselves. We fear accepting who we are. We often ignore our weaknesses, conceal our fears, and fail to realize physical/psychological/medical/intellectual/learning challenges that we had faced (blurry sense of realization over time), are facing, or are likely to face.
Sadruddin, M.M. (January 2021). Munir's socio-ethrical model of inclusivity. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3890649#:~:text=Munir's%20socio%2Dethrical%20theory%20of%20inclusivity%20is%20a%20theory%20that,and%20embracing%20differences%20in%20society.
Munir's Socio-Eco-Environmental Approach to Environmental Education for Communities, Living under Unprecedented Emergencies
Munir's socio-eco-environmental approach to environmental education is a conceptual model for communities, living under unprecedented emergencies. According to Munir, decision-making regarding developing environmental literacy programs that support sustainable educational practice should begin with a consideration of socio-economic elements.
Sadruddin, M.M. (2022). Munir's socio-eco-environmental approach to environmental education for communities, living under unprecedented emergencies. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4350426
Ethrical Thinking
Dr. Munir Moosa coined the term ethrical thinking. According to him, critical thinking must be fused with personal ethics. Individual ethics are frequently marred by the taint of ego-centric bias, resulting in a twisted worldview. Emotion, confirmation bias, lack of awareness, societal pressure, and cognitive biases further barricade us from critical thinking, when it comes to ethical considerations. By valuing critical thinking in ethics, we can take better decisions with clarity, and improve our reasoning skills, which can eventually help in personal and moral development.
Sadruddin, M.M. (2021). Ethrical Thinking . https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4350442
Munir's Scatter-Plotter Human Trilogy Theory of Relationships
Munir's scatter plotter theory is founded on the idea of dots that are influenced by aims, affiliation, expectations, and objectives. These dots represent humans in different situations. The distance or closeness between the dots is based on human affiliation- actual or fabricated.
Sadruddin, M.M. (2023). Ethrical Thinking . https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4350442 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4350562
Munir's Minimal Intelligence Theory
Dr. Munir Moosa Sadruddin coined the minimal intelligence theory, significant to valuing humans. According to him, keeping intelligence to a bare minimum- at a basic level, simplifies, and neutralizes higher expectations. It is characterized by performing simple tasks or understanding basic concepts, by putting minimum effort to achieve the desired or undesirable outcomes.
Sadruddin, M.M. (2021). Munir's Minimal Intelligence Theory . https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4350446
Chameleon Model of Leadership (CTL) in Education and Research
In the field of education and research, chameleon leadership can be effective in various situations and contexts. These leaders are characterized by their flexibility, adaptability, and ability to work well with others while remaining true to their values and beliefs. They maintain healthy relationships, do not believe in professional jealousy, and are resilient in challenging environments, but will not accept inappropriate conditions.
Sadruddin, M.M. (2021). Chameleon Model of Leadership (CTL) in Education and Research. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4352418#:~:text=In%20the%20field%20of%20education,to%20their%20values%20and%20beliefs.
Munir's Quintuple Layered Iceberg Model Research Scholars
Power and delusions in academia are common. According to Munir, doctoral scholars, in particular, are expected to have research and knowledge-based competencies, which are considered the hallmarks of their expertise and success. However, scholars are prone to delusions of power and position, in addition to their prior knowledge and skills. They believe that their previous achievements have earned them a high level of authority and influence and that they are immune to academic challenges and limitations. They resist examining biases and limitations. This model employs a five-layer process with mass exodus at final stages.
Sadruddin, M.M. (2022). Munir's Quintuple Layered Iceberg Model Research Scholars. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4353242
Munir's Geogrometry Theory of Intolerance
The complex interplay between personal identity, experiences, exposures, narratives, and affiliations all play a crucial role in determining our daily interactions with ourselves and others. Munir's Geometry Theory of Intolerance, a synthesis of human geography and geometry, posits that intolerance is a deeply ingrained aspect of our being and that various elements, including personal, social, cultural, political, and familial factors, can trigger violence and intolerance at any time and place, taking on various forms and dimensions. The theory identifies identity conflict, a lack of clear identity, and ideological clashes as the primary inciting factors of intolerance, with vulnerable populations such as the elderly, individuals in need of basic necessities, isolated youth, members of dysfunctional families, university students, introverts, destitute individuals, beggars, those in debt, and political rivals being particularly susceptible.
Sadruddin, M.M. (2022). Munir's Geogrometry Theory of Intolerance. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4353291#:~:text=Munir's%20Geometry%20Theory%20of%20Intolerance,time%20and%20place%2C%20taking%20on
Munir's Cobweb of Mental Health
Mental health challenges is a complex and ongoing experiences that can have a significant impact on a person's life. If not addressed, it may turn into depression, which is difficult to fade, leaving individuals feeling isolated and trapped in a cycle of negative thoughts and emotions. Munir's cobweb of mental health focuses on personal empowerment and the idea that those facing mental health challenges are the best equipped to understand and manage their own experiences. While others can offer pastoral support to console, true recovery and restoration of mental health can only come from within.
Munir emphasizes the importance of self-awareness, self-care, personal space, and solitude in managing mental health. By developing a deeper understanding of their own experiences and taking proactive steps to address their mental health, individuals can begin to break free from the cobweb of depression and take control of their well-being. By taking control of their well-being, individuals can break free from the cycle of depression and work towards a brighter and more fulfilling future.
Sadruddin, M.M. (2022). Munir's Cobweb of Mental Health. https://ssrn.com/abstract=4353314
Munir's Slime Pattern of Domestic Violence
Munir's Slime Pattern serves as a predictive tool for identifying potential indicators of domestic violence, crafted through a meticulous process of case-based ethnographic analysis and corroborated with data gleaned from over a thousand documented cases of abuse. Regrettably, a significant portion of those subjected to such atrocities choose to remain silent, granting their tormentors the power to persist in perpetrating their hurtful actions. The model recognizes six distinct stages in the progression of domestic violence.
Sadruddin, M.M. (2022). Munir's Slime Pattern of Domestic Violence. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4353268
The Socioecoethical Model of Ethical Social Work, adapted from Munir's Socioecoethical Model of Human Rights Education, is a sustainable and ethical approach to social work. This model is focused on providing social, educational, and moral support to vulnerable populations, including elderly individuals, orphans, children with cancer, street kids, people with disabilities, acid burn victims, widows, and more. The model is designed to foster socialization, increase awareness, and offer various therapeutic activities such as art therapy, game therapy, mental health counseling, gift distribution, and competitions. Additionally, spending quality time with these individuals is a key aspect of the model. The ultimate goal of this approach is to foster empathy and engagement from others to help improve the lives of these vulnerable populations.
Here are some heartwarming instances of the socioecoethical model of social work (Please note that this model has no link with the social activities Dr. Munir perform on regular basis): Dr. Munir Moosa introduced an "intellectual barter system," where he asked people to volunteer for meaningful social causes. In return, he selflessly provided free training in research and teaching skills. Similarly, he extended a warm invitation to scholars to contribute chapters for an edited book. Dr. Moosa willingly edited all the chapters without any charge. In the spirit of giving, he requested scholars to send simple resources like color pencils for children fighting cancer, aiming to bring them a moment of joy. Dr. Moosa's compassion shone even brighter as he tried innovative approaches. He organized a few paid workshops, and the funds generated from these were later transformed into stipends for free online workshops, empowering visually impaired young individuals to learn and grow. Another touching example is the act of purchasing resources from marginalized individuals. With the humble occasional support from well-wishers, Dr. Moosa managed to uplift these less privileged members of society. Instead of buying resources from stores, he ensured that the circle of assistance remained sustainable and caring.
In alignment with Munir's socioecoethical model of social work, we ordered custom bracelets from a group of young visually impaired women to promote sustainable social practices. Areeb made cards. rather making them beggars, children were empowered and then they sold stuffs to save money for education
Sadruddin, M.M. (June, 2019). Munir's socioecoethical model for ethical work and social work- My Global Models. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4353630
Munir's Octopus Angulated Action Research Model
Action research is seen as an opportunity for learning. Available models including but not limited to the Kemmis and McTaggart Spiral, and Lewin's Action Research Model serve as valuable guides to conducting action research. Dr. Munir Moosa has proposed Octopus angulated action research model. Here octopus is used as a metaphor for its flexibility, adaptability, and multitasking.
Sadruddin, M.M. (2024). Munir's Octopus Angulated Action Research Model. https://zenodo.org/record/8104139
Theory of Error
According to Munir, “Error signifies effort and vulnerability, exposing individuals to growth and learning opportunities while cautioning against the pursuit of error-free perfection leading to egotism. The pursuit of being error-free can be seen as aspiring to a state of perfection, akin to an angelic ideal. Constantly pursuing perfection can make people disregard alternative perspectives and approaches. By embracing errors and considering them as chances for intellectual growth, individuals can explore new ideas and innovative solutions, which fosters humility and resilience”.
Sadruddin, M.M. (2024). Theory of Error. https://zenodo.org/record/8104143
Selfishness and Arrogance- Unearthing the Other Side of the Coin*
Selfishness and arrogance are widely recognized as negative traits or behaviors that are often linked to an inflated sense of superiority. However, delving into their philosophy reveals that these terms can also encompass positive elements.
Sadruddin, M.M. (2024). Selfishness and Arrogance- Unearthing the Other Side of the Coin. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Reflective Model of Teacher
ILIIIAR is a sustainable model that enables teachers to add value to their professional identity by integrating important elements into their teaching practice.
Sadruddin, M.M. (2024). Munir's Reflective Model of Teacher. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Intellectual Barter System
Dr. Munir Moosa pioneered the concept of the intellectual barter system. It symbolizes sustainability, empowerment, and intellectual openness. In his view, “Knowledge and skills are often pursued for materialistic gain, which is entirely justified. However, what if we exchange knowledge and skills with the broader community? What if such an approach could yield multiple benefits for oneself and others?” This model requires faith, responsibility, and ownership. There are two aspects of the intellectual barter system: social and professional.
Sadruddin, M.M. (2024). Intellectual Barter System. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Shifting from Laws of Learning to a Guide to Learning
Learning symbolizes autonomy and flexibility. The presence of facilitators and their guidance makes learning effective, especially when they consider learners as co-facilitators. However, when we attach 'laws' to learning, it somehow overshadows creativity.
For decades, academia has been following laws of learning proposed by Thorndike, neglecting to take responsibility for critical thinking. We have become spiritless thinkers who believe in closed-minded reflections throughout our academic journey.
The law of effect states that “when a stimulus receives a positive response the behavior is more likely to be repeated, and when a stimulus receives a negative response the behavior is more likely to happen less frequently”.
Sadruddin, M.M. (2024). Shifting from Law of Learning to a Guide to Learning. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir's Competence Model of Human Rights Education
This competence model focuses on the elements of teaching human rights education at higher education institutions. While we often associate the term competence with overwhelming expectations, in this model, competence refers more to ownership, understanding, solution, and innovative application.
Sadruddin, M.M. (2025). Munir's Competence Model of Human Rights Education. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir's Socio-eco-environmental Approach to Environmental Education
It is a conceptual model of environmental education for communities, living under emergencies. Developing environmental literacy programs that support sustainable educational practices should begin with considering socio-economic elements. A scoping review can help to understand how the socio-cultural, and political geography of ABC country shapes the ways people interact with each other and their environments.
Sadruddin, M.M. (2025). Munir's Socio-eco-environmental Approach to Environmental Education. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir's Socio-eco-environmental Approach to Environmental Education
It is a conceptual model of environmental education for communities, living under emergencies. Developing environmental literacy programs that support sustainable educational practices should begin with considering socio-economic elements. A scoping review can help to understand how the socio-cultural, and political geography of ABC country shapes the ways people interact with each other and their environments.
Sadruddin, M.M. (2025). Munir's Socio-eco-environmental Approach to Environmental Education. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
A Model of Regenerative Resilience
Dr. Munir Moosa proposes a model of regenerative resilience that focuses on loglocal issues and opportunities, considering adaptability, context, multicultural aspects, community empowerment, equity, omnipreneurship, open science, and intellectual empowerment.
Sadruddin, M.M. (2024). A Model of Regenerative Resilience. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
An Inclusive Ethical Framework for Research with People with Diverse Disabilities
People in power and position mainly frame research ethics. But do they include the voices of people with diverse disabilities? Do they value human over selfish intentions? People with disabilities are not objects, and they should not be misused. It is essential to recognize that not all disabilities are the same, nor are all contexts identical. Researchers often lack this contextual understanding. While they may have experience, they often lack exposure to diverse realities. Fragility and vulnerability are powerful, so why treat them as objects for personal or professional gain? Why not frame research design with them as co-creators of knowledge? This proposed framework is designed for researchers who desire to work with people with diverse disabilities.
Sadruddin, M.M. (2025). An Inclusive Ethical Framework for Research with People with Diverse Disabilities.https://zenodo.org/records/15615293/files/An%20Inclusive%20Ethical%20Framework%20for%20Research%20with%20People%20with%20Diverse%20Disabilities.pdf?download=1
Munir’s Model for Refugee Education
This model offers a customized, contextual educational plan that empowers school-going refugee learners to restart their educational journey with confidence.
Sadruddin, M.M. (2024). Munir’s Model for Refugee Education. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Competence Model of Human Rights Education
This competence model focuses on the elements of teaching human rights education at higher education institutions. While we often associate the term competence with overwhelming expectations, in this model, competence refers more to ownership, understanding, solution, and innovative application.
Sadruddin, M.M. (2025). Munir’s Competence Model of Human Rights Education. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Shifting from the Laws of Learning to Simple Learning
Learning symbolizes autonomy and flexibility. The presence of facilitators and their guidance makes learning effective, especially when they consider learners as co-facilitators. However, when we attach 'laws' to learning, it somehow overshadows creativity. For decades, academia has been following laws of learning proposed by Thorndike, neglecting to take responsibility for critical thinking. We have become spiritless thinkers who believe in closed-minded reflections throughout our academic journey.
Sadruddin, M.M. (2025). Shifting from the Laws of Learning to Simple Learning. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Self-Explanatory Global Citizenship Education Model
Local-mindedness, global mindedness, glocal mindedness, loglocal mindedness.
Sadruddin, M.M. (2024). Munir’s Self-Explanatory Global Citizenship Education Model. Available at https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Academic Constipation and Probiotics
We often face a stagnant and toxic workplace environment where sincere and intellectual individuals are either (1) demotivated, demoralized, degraded, or (2) praised to assess their intellectual capabilities, eventually being groomed to exploit their skills. This usually happens when people envy creative individuals and create barriers that prevent meaningful progress. It gradually deteriorates their overall well-being and may lead to the development of fissures. They are compelled to conceal ideas or achievements for fear of being misused. It is referred to as academic constipation. To overcome, we need academic probiotics to restore a healthy balance between personal and professional life. The three best probiotics are (1) self-validation practices, (2) selective collaboration, and (3) respecting personal boundaries. These probiotics may lead to self-care and positive well-being. In case of severe constipation, open communication may provide relief.
Sadruddin, M.M. (2025). Academic Constipation and Probiotics. Available at https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Introspective Empathy
Can we imagine ourselves in someone else's shoes? We may try to guess or even relate if we've been through a similar situation. However, we still can't fully match the depth or intensity of the problem.
Sadruddin, M.M. (2025). Introspective Empathy. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Theory of Vulnerability
Munir’s theory of vulnerability states, “Being vulnerable should be normalized and accepted. It is a path of self-empowerment.
Sadruddin, M.M. (2025). Theory of Vulnerability. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Reversible Fluid Approach to Semi-Systematic Review
Dr. Munir Moosa proposes a reversible fluid approach for conducting semi-systematic reviews. His method aims to break down the rigid boundaries often imposed in academic research, enabling researchers to adopt more creative review approaches.
Sadruddin, M.M. (2025). Munir’s Reversible Fluid Approach to Semi-Systematic Review. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Concept of Learning
Learning theories have frequently linked learning to established boundaries, which ultimately undermines the fundamental purpose of learning. It drags individuals towards competition and perfection rather than appreciating the diversity of intellect. While it seems logical to set some learning boundaries during schooling, it will prepare robots if it does not shift dependencies. The nature of learning boundaries prompts several questions: Are boundaries universal? Who determines learning boundaries? What is the credibility of those who set them? What are their limitations? How to validate boundaries? Are they aligned with an individual's capabilities?
Sadruddin, M.M. (2025). Munir's Concept of Learning. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Eco-ethical Pedagogy
Dr. Munir coined Eco-ethical pedagogy. It is an educational approach that aims to prepare learners for loglocal16 citizenship values by incorporating sustainable and environmentally friendly practices into pedagogy.
Sadruddin, M.M. (2024). Eco-ethical Pedagogy. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Theory of Negativity
According to this theory, “Negativity can be seen as a symbol of positivity when we view a situation from various perspectives. Reflecting on the positive, negative, and neutral aspects of personal events signifies critical and conscious thinking and learning. This approach fosters emotional stability, resilience, and deeper thinking.”
Sadruddin, M.M. (2024). Munir's Theory of Negativity. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Framework of Academic Intellectual Vanity
Intellectually driven individuals are hardworking. They build alliances with genuine people to share knowledge and skills. Contrariwise, intellectual vanity emerges among those who prioritize superficial education, achievement, and affiliation often stemming from feelings of inferiority and fear of competence. However, intellectual arrogance may emerge among resilient individuals, depending on the context, situation, and affiliation.
Sadruddin, M.M. (2024). Munir’s Framework of Academic Intellectual Vanity. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Concept of Human Oscillation
When things run smoothly in our lives, we are either thankful or thankless to nature. But when we encounter unexpected incidents and hit rock bottom, we either start recalling our past and try to learn from our mistakes or blame nature. In most cases, we start leading a simple life and do not chase loads of desires and expectations. However, over time, social triggers and catalysts cause us to oscillate. We fluctuate for a while until we eventually return to our original level, either permanently or temporarily.
Sadruddin, M.M. (2024). Concept of Human Oscillation. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Fostering Learner Ownership Through Peheangogy
The philosophy of Munir’s Peheangogy (a combination of pedagogy, heutagogy, and andragogy) is based on integrative techniques and proactive approaches that demand creativity and intellectual output from learners. It also demands that teachers take a logical rather than easy route to assess learners. He strongly believes in an educational ecosystem where AI and human intellect harmoniously foster conscious ownership.
Sadruddin, M.M. (2024). Fostering Learner Ownership Through Peheangogy. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Layered Tripartite Consent Model- An Ethrical Disposition in Research and Developmental Policy Formulation
Ethical considerations often become a one-sided affair, as researchers demand participants to fill out consent forms and make uncertain promises without ensuring that participants are aware of whether these promises are fulfilled. Participants are often left out of the loop until after data collection, leading to a common passivity. This expectation of dominance somehow overshadows the participants' autonomy, creating an imbalance in power relations.
Sadruddin, M.M. (2024). Layered Tripartite Consent Model- An Ethrical Disposition in Research and Developmental Policy Formulation. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir’s Academic Model Development Framework
Dr. Munir has introduced a four-layer model designed to integrate intellectual concepts through collaboration and networking. This basic framework facilitates adaptable structures that can be modified and refined by both oneself and others to meet the evolving needs and challenges in education.
Sadruddin, M.M. (2024). Munir’s Academic Model Development Framework. https://www.merlot.org/merlot/viewMaterial.htm?id=773417312
Munir's School Assessment Parameters
Future models/experiments/theories
The Loneliness Experiment (2023)
New Model of UDHR (2025)
Books
Eliminate False Hope to Live Happy (Negative Thinking Positive Acting)
Under the Shadow
Leftover