Learning Theory: Behaviourism

Behaviourism is a family of theories that treat learning as a change in observable behaviour, shaped by what happens in the environment: stimuli, responses, and the consequences that follow. It asks what an organism does, not what it is thinking.

It is not the same as cognitivism, which is about mental processes such as attention and memory. It is not constructivism, and it is not a complete account of classroom learning. Last reviewed: 31 August 2026.

What behaviourism claims

In its psychological form, behaviour is explained by external physical stimuli, responses, learning history and, for much of the later work, reinforcement. John B. Watson argued that psychology should be a science of behaviour, not of inner mental life. Ivan Pavlov showed that a previously neutral stimulus can come to elicit a response after it is paired with one that already does. Edward Thorndike’s law of effect said that responses followed by satisfying outcomes become more likely. B. F. Skinner developed operant conditioning: behaviour is strengthened or weakened by its consequences.

Two classroom-relevant mechanisms:

Mechanism What changes Example
Classical conditioning A stimulus that was neutral starts to elicit a response because it was paired with one that already did A sound that has reliably preceded food later elicits salivation on its own
Operant conditioning A behaviour becomes more or less likely because of what follows it A response that is followed by a reward is more likely to be repeated when the same conditions recur

In operant work, reinforcement increases a behaviour and punishment decreases it. Negative reinforcement is not punishment: it increases a behaviour by removing something aversive (for example, fastening a seatbelt to stop a warning sound). Positive punishment adds something aversive; negative punishment removes something valued.

What it is not

  • Not a theory of understanding. It does not explain how learners organise meaning, retrieve knowledge or think about their thinking. That is the job of cognitivism.
  • Not cognitive-behavioural therapy. CBT uses behavioural methods alongside work on thoughts. It is a later clinical tradition, not Watson or Skinner’s definition of learning.
  • Not “all special education”. Applied behaviour analysis is a later applied programme that uses operant methods. It is not the same as the learning theory, and it is contested. This page does not treat it as a teaching default.
  • Not unguided discovery, and not learning styles. Those belong to other debates.

Classroom use

Use it where the goal is a specific, observable performance: accurate recall of a procedure, a routine, or a response that needs to become reliable. Give a clear stimulus, require the response, and follow it quickly with feedback that either strengthens or corrects it. Keep practice short and frequent. Token economies, drills and worked examples with immediate knowledge of results sit in this family.

Do not use it as the whole of teaching. Reinforcement can produce compliance without understanding. Punishment can suppress a behaviour in that room without teaching what to do instead. If the aim is explanation, transfer or judgement, switch to a cognitivist or constructivist task.

Related: Cognitivism and Constructivism.

Sources

  1. Graham, G. (2023). Behaviorism. Stanford Encyclopedia of Philosophy. Substantive revision 13 January 2023. https://plato.stanford.edu/entries/behaviorism/
  2. Watson, J. B. (1913). Psychology as the behaviorist views it.
  3. Pavlov, I. P. Work on classical conditioning. Thorndike, E. L. Law of effect. Skinner, B. F. Operant conditioning and reinforcement, including the position summarised in (1).

Digital learning in South Africa

This page is a reading of digital learning in South Africa against a State of the Nation framing: skills, work and schooling, not a live commentary on the latest speech. Infrastructure, teacher skill and curriculum still decide whether digital tools matter.

Last reviewed: 31 August 2026. Figures quoted from older reports are historical. Do not treat them as this year’s census.

State of the Nation

SONA speeches have repeatedly named education, skills and the digital economy. Naming them is not the same as delivery. Read any speech against what schools can actually do with devices, data and time.

The future of work

Work is more digital than it was. That does not mean every learner needs the same software stack. It does mean literacy, numeracy, and the ability to learn a tool, remain the base.

Skills needed in South Africa

Technical and vocational routes, workplace learning, and science and mathematics teaching at school level still carry more of the load than a new app. Digital learning helps when it extends those, not when it replaces them on a weak connection.

How might this look?

Blended use in schools that already have power and a teacher who can run the class. Offline or low-data materials where they do not. National platforms only help if teachers are trained and the content matches CAPS or the school’s curriculum.

Related: benefits of digital education and are South African schools ready?

Everything you’ve ever wanted to know about Bloom’s Taxonomy

Bloom’s Taxonomy is a framework for describing educational objectives in the cognitive domain. A committee chaired by Benjamin Bloom published the original handbook in 1956. A 2001 revision, led by Lorin Anderson and David Krathwohl, restated the levels as verbs and added a knowledge dimension.

It is a widely used planning tool. It is not “the most important education framework”, and it does not by itself prove that learning must always move in a strict ladder. Last reviewed: 30 August 2026.

Bloom's Taxonomy cognitive levels
The six revised cognitive levels. Use them as a planning language, not as a law of the brain.

Who was involved

Bloom chaired the group. He did not invent every later domain by himself. The 1956 handbook is the cognitive domain. Affective objectives were published later. Psychomotor taxonomies were developed by other authors. Krathwohl worked on the original project and on the revision, so “two former students of Bloom” is the wrong story for Anderson and Krathwohl together.

The six revised levels

  1. Remember: retrieve knowledge.
  2. Understand: construct meaning.
  3. Apply: use a procedure in a situation.
  4. Analyse: break material into parts and relate them.
  5. Evaluate: judge against criteria.
  6. Create: put elements together into a new product or structure.

The 2001 revision also asks what kind of knowledge is in play: factual, conceptual, procedural or metacognitive. A remember task about a procedure is not the same as a remember task about a name.

A worked example

In a lesson on water safety: remember the named signs; understand what “strong current” means; apply the rule to a new beach photo; analyse why two sources disagree; evaluate which warning is clearer for Grade 5; create a short briefing for parents. Each step needs its own evidence. The verb alone is not enough.

Limits

The original authors did not claim that the brain always works in one direction, or that remembering requires no understanding in any sense. Teachers should not treat lower levels as worthless, or higher levels as moral superiority. For ready-to-use questions see question stems. For alignment of objectives, activities and assessment see the practical guide. For digital tasks see Bloom’s Digital Taxonomy.

Sources

  1. Bloom, B. S. (ed.) (1956). Taxonomy of Educational Objectives. Handbook I: Cognitive Domain.
  2. Anderson, L. W. and Krathwohl, D. R. (eds.) (2001). A Taxonomy for Learning, Teaching, and Assessing.
  3. Krathwohl, D. R. (2002). “A Revision of Bloom’s Taxonomy: An Overview.” Theory Into Practice 41(4), 212-218.

Computational thinking in African schools

At the recent Innovation Africa conference, many African educational ministries discussed ‘readying’ their learners for the much-hyped 4th Industrial Revolution and developing 21st Century Skills to advance their economies. These skills are an undefined issue, which many education ministries are attempting to solve through providing digital content and devices in the hope that these skills are acquired as a side effect of technology usage. In Botswana, the MOBE initiated a pilot of digital devices and content, with Microsoft and partners, to foster these skills.

In Zimbabwe, a new curriculum is rolling out with a subject Internet Communication Technology, including basic digital literacy as well as sections on digital citizenship and coding skills. The recent curriculum reform in Ghana sees a strong focus on ICT-integration and a new subject, Computing, which covers ICT (operating a computer, word processing, databases, etc.) and internet skills. Nigeria is a tech-aspirational market with a keen interest in internet technology and the entrepreneurial opportunities it offers. In South Africa, the message around the 4th Industrial Revolution is consistently reiterated through government as well as party political communication channels as well as ongoing communication from the Department of Basic Education.

South African Coding and Robotics Curriculum

According to the basic education minister, Angie Motshekga, the South African government is developing curricula for coding and robotics for grades R to 9 to create sustainable industrialisation and keep pace with the world.

Computation thinking in South Africa – driven by coding and robotics

Read more

Learning with mobile devices

A comparison of four mobile learning pilots in Africa

For the past few years, I have been involved in several projects aimed at delivering education via mobile devices. These include providing local language (for many African languages) children’s reading books to Worldreader for distribution on feature phones, developing a bilingual maths dictionary Android app for isiXhosa learners, and supporting the Gauteng Education Department’s Paperless Classroom digital rollout by providing textbooks on tablets via the Snapplify e-reader. These projects all involved repurposing existing print material for use on a mobile device, so I was very interested in reading Shafika Isaacs, Nicky Roberts and Garth Spencer-Smith’s recent paper (in the South African Journal of Education) where they compared four mobile learning projects across Africa.

Read more

Blended Learning for maths

Using print and digital resources to teach mathematics in South Africa

South Africa has an ongoing issue with the teaching and learning of mathematics. A University of Stellenbosch study in 2012 found that only 58% of grade 6 learners were functionally numerate, stating “at least a quarter of children have learnt so little in six years of formal full-time schooling that they have not even mastered functional literacy or numeracy”. The Department of Basic Education’s statistics shows that only 3% of grade nine learners got over a 50% average in mathematics. The problem is complex; factors include a poor grounding in numeracy in the Foundation Phase years, coupled with some teachers who are not comfortable with the subject. While in no ways a maths expert, I’ve been working on a digital and print blended maths product for the past year, which I hope could add to the resources teachers can draw on to assist learners understanding mathematical concepts. 

The Study & Master Maths Online Workbooks integrate a print book with targeted practice exercise and an online mathematics teaching and learning platform to improve understanding of critical mathematical topics. A recent report by the UNESCO Working Group on Education states that blending traditional off-line education approaches with digital applications appears to be a more successful approach to digital learning, with activities that involve engaging with physical resources proving effective in a wide variety of contexts.

Read more

Creating a Moodle Certificate Course for English Proficiency in Namibia

Online education is indispensable for bridging educational gaps and fostering global competency. With an aspiration to unlock the potential of digital learning, an ambitious project for developing a Certificate Course for English Proficiency was initiated. In partnership with NAMCOL (Namibian College of Open Learning), a Namibian Ministry of Education unit, this project aimed to transform static content into an engaging, interactive online course using the Moodle platform. To design and develop an effective and engaging online course, the Successive Approximation Model (SAM) was employed as the instructional design framework. Through SAM’s iterative process, the team was able to adaptively plan, develop, and refine the course content and structure.

Objective

The project’s primary goal was to develop an online course that was engaging and robust in its educational offerings. The project involved:

  • Crafting a comprehensive course structure.
  • Devising a grading system.
  • Converting static text content into interactive assessment and multimedia content.

As the Product Manager, my responsibilities encompassed coordination with NAMCOL, instructional research, selection and appointment of a Moodle expert and an internal instructional designer, and collaboration with an external service provider for video content creation.

Read more

Mathematics Education in South Africa: Blended Learning for Schools

Integrating technology into education is imperative in an era characterized by technological advancements. The Blended Learning for School Mathematics project aimed to utilize an existing Cambridge digital math platform to create a blended learning product tailored to the educational needs of schools in South Africa. This initiative marked a significant step towards revolutionizing mathematics education by combining digital learning with traditional classroom methods.

As the Product Owner, I employed the Successive Approximation Model (SAM) for the instructional design process. SAM’s agile and iterative approach was deemed best suited for creating a blended learning product that seamlessly integrates technology into traditional classroom methods.

Project Objective

The project’s primary goal was to leverage the capabilities of an existing digital math platform and adapt it to the South African educational landscape. As the Product Owner, the responsibilities included:

  • Overseeing the project.
  • Appointing a project manager and mathematics specialist.
  • Conducting market research.
  • Aligning content to the local curriculum.
  • Creating complementary print workbooks and a teacher guide.
  • Handling product design.
  • Developing marketing collateral.
  • Conducting workshops for teachers.

In line with SAM’s ‘Preparation Phase’, the objectives were clearly defined and the requirements meticulously laid out. This phase included understanding the target audience and aligning the content with the South African curriculum. Moreover, appointing a project manager and a mathematics specialist was essential in gaining insights into the subject matter and educational landscape.

Implementation

The project began with extensive research on competitor products and discerning teachers’ requirements. The content of the existing digital platform was meticulously aligned with the local curriculum, forming the foundation of the blended learning product. Additionally, print workbooks were developed to complement the digital platform and facilitate classroom learning. A teacher guide was also created to acquaint educators with the optimal utilization of the platform and workbooks. Product design, marketing, and teacher workshops were integral to the project’s implementation.

During the ‘Iterative Design Phase’ of SAM, we worked through repeated design, development, and revision cycles. The content alignment, workbook creation, and teacher guide development underwent several iterations to ensure that they were fine-tuned to address the educational needs of South African schools.

Read more

English Language Learning in Nigeria Through Digital Phonics Programme

In the diverse linguistic landscape of Nigeria, learning English is often a challenge for many, as it is a second or third language for most of the population. One of the critical aspects of mastering English is pronunciation, which is highly valued. To address this issue, Cambridge University Press has embarked on an innovative approach by developing an integrated digital phonics course alongside their print English textbooks for Nigerian schools. I was the instructional designer for this project.

Understanding Phonics

Before delving into the specifics of the digital phonics programme, it’s essential to understand what phonics is. Phonics is a method used globally for teaching reading and pronunciation through the development of phonemic understanding. The primary goal of phonics is to help learners associate the smallest units of sound, known as phonemes, with the spelling patterns they represent. Eventually, learners can decode new words by sounding them out.

Read more

The Digital Classroom Resource

I recently published a new technology resource book for South African schools, with award-winning ICT teacher Matt Hains. The Digital Classroom Resource is a print and digital reference tool to support learners in their understanding of the theoretical concepts presented in Computer Applications Technology. This book covers terminology for the FET Phase of the South African Computer Applications Technology curriculum, as prescribed by the CAPS (Curriculum Assessment Policy Statement), and is written in clear, easy-to-understand language with diagrams and images to illustrate concepts. One of the key assessment standards is being able to “describe the terminology of relevant computer hardware and software” and this title responds directly to this curriculum requirement.

Videos

We created a number of short video clips on topics in the book. These could be used by a teacher to introduce a lesson or material to engage learners in new ways, perhaps in a Level 2 activity structured according to the Digital Bloom’s Taxonomy.

Operating System

Read more

Disruption in education – are South African schools ready for the 4th Industrial Revolution?

The “Fourth Industrial Revolution” is a slogan for a cluster of digital, automation and data changes in work and production. South African schools are not uniformly ready for that cluster. Readiness here means power, devices, teacher skill, curriculum and time, not a lab opening.

Last reviewed: 31 August 2026.

Skills for the 21st century

The useful core is still literacy, numeracy, collaboration, and being able to learn a new tool. Coding and robotics can sit on that core. They do not replace it.

The three Ls

Literacy, numeracy and, in a digital setting, a third literacy: judging information and using a device without being used by it. See internet and social media literacy.

Why this matters

Employers and universities still need people who can read a problem and persist. Digital tools change the surface of some jobs. They do not remove the need for those habits.

How can South African schools prepare learners?

Fix the basics in the classroom you have. Add digital tasks where access is real. Train teachers on the tool you actually use. Do not buy a platform as a substitute for those steps.

Related: digital learning in South Africa and Foundation Phase teaching.

Literary tourism: walk in footsteps of Alan Paton

KwaZulu-Natal artworks are finally getting deserved recognition and are being likened to British modernism, while writers and poets are also getting accolades in A Literary Guide to KwaZulu-Natal.

This is an authoritative literary tourism guide that helps readers trace the steps of famous authors and poets from the province. While this can be considered a niche audience, the literary history in the book forms an important part of the South African identity, which makes the guide a must-have.

See the review in the Saturday Citizen below.