Personalized learning (also named individualized instruction, personal learning place or direct instruction) refers to efforts to tailor education to meet the different needs of students.
Overview
Use of the term "personalized learning" dates back to the early 1960s,
but there is no widespread agreement on the definition and components of a personal
learning environment
The term learning environment can refer to an educational approach, cultural context, or physical setting in which teaching and learning occur. The term is commonly used as a more definitive alternative to " classroom", but it typically refers to ...
.
Even enthusiasts for the concept admit that personal learning is an evolving term and does not have any widely accepted definition.
In 2005, Dan Buckley defined two ends of the personalized learning spectrum: "personalization for the learner", in which the teacher tailors the learning to the student, and "personalization by the learner", in which the student develops skills to tailor their own learning. This spectrum was adopted by the Microsoft's 2006 Practical Guide to Envisioning and Transforming Education.
Definitions
The United States National Education Technology Plan 2017 defines "personalized learning" as follows:
Technology is typically used to try to facilitate personalized learning environments.
AI is often used as a source to develop personalized learning programs for students.
Chatbots
A chatbot (originally chatterbot) is a software application or web interface designed to have textual or spoken conversations. Modern chatbots are typically online and use generative artificial intelligence systems that are capable of main ...
based on
large language models
A large language model (LLM) is a language model trained with Self-supervised learning, self-supervised machine learning on a vast amount of text, designed for natural language processing tasks, especially Natural language generation, language g ...
are sometimes described as a promising opportunity for personalized learning on a large scale.
According to researcher Eduard Pogorskiy:
Conferring
As stated above by the 2017 United States National Education Technology Plan, "Personalized learning refers to instruction in which the pace of learning and the instructional approach are optimized the needs for each learner." Conferring is a process in which this can be accomplished. Conferring, as defined by Julie Kallio, is a "regular, goal-oriented meeting between the teacher and student(s) where they talk about learning progress, process, and/or products." Conferring, more simply, is a way to provide more personalized feedback.
Learning, in any context, requires some form of feedback. In schools, most feedback is thought of as specifically feedback between the teacher and the student. The idea of providing feedback to advance student learning is best understood in the framework of the "
zone of proximal development
The zone of proximal development (ZPD) is a concept in educational psychology that represents the space between what a learner is capable of doing unsupported and what the learner cannot do even with support. It is the range where the learner is a ...
" (ZPD).
Psychologist
Lev Vygotski has defined the ZPD as "the distance between the actual developmental level as determined by independent problem solving and the level of potential development as determined through problem solving under adult guidance or in collaboration with more capable peers."
More plainly, a student has a certain level they can achieve by themselves and with support they are able to achieve a higher level of learning. However, there is still some level in which the student is incapable of reaching, no matter what support is provided. For example, a student may be working on double digit addition. Their current knowledge may already provide them with the skills to move on to triple digit addition without any help. If the student is introduced to multiplication, however, they will need help to understand that multiplication is a quicker way to represent the same number being added onto itself a defined number of times. Where this help occurs is the student's ZPD. Even with help though, it is not reasonable to expect the student to learn how to solve a calculus problem. The struggle for teachers is how to provide the right amount of help to each student. If a teacher provides information to the whole class too quickly, some students are left behind trying to figure out the first step. Conversely, if a teacher provides information to the whole class too slowly, some students will finish rapidly and be left with nothing to do. Conferring is a tool that teachers have used to help mitigate that issue.
Conferring first gained prominence in the book ''One to one: the art of conferring with young writers'' by
Lucy Calkins, Amanda Hartman, and Zoe Ryder White.
In the work, Calkins and her co-writers describe how effective writing workshops for students included individual writing conferences (conferring), where teachers would sit and talk with their students about their writing. Per the book, "Conferring can give us the force that makes our mini-lessons and curriculum development and assessment and everything else more powerful. It gives us an endless resource of teaching wisdom, an endless source of accountability, a system of checks and balances. And, it gives us laughter and human connection -the understanding of our children that gives spirit to our teaching."
Calkins believed that there were three main components to every conferring session: Research, Decide, and Teach. Research focused on where the student was in their current writing, Decide would help the teacher choose what to teach the student, and Teach would use modeling and guiding practice to further advance student learning. In their book ''
The Writing Workshop'', Katie Wood Ray and Lester L. Laminack expanded upon Calkins's approach by adding a fourth component called "Make a Record" after the teaching portion. This modified model can be thought in the terms of: research, decide, teach, record.
Using a mix method case study approach in observing a group of 4th grade students, Javaye Devette Stubbs posed the question: "How does the implementation of one-on-one conferring promote higher order thinking skills in students with difficulties in reading?"
The results from her pre and post-test found that "even those with reading difficulties did show a significant gain in higher order thinking skills".
In a separate study, the educator Antony Smith examined the effectiveness of using teacher-student writing conference for
English language learners
English-language learner (often abbreviated as ELL) is a term used in some English-speaking countries such as the United States and Canada to describe a person who is learning the English language and has a native language that is not English. Some ...
(ELLs).
Observing two students who were ELLs in a second-grade classroom working on a book project, Smith found that the work produced "looks similar to what is produced by native English speakers".
Smith later suggests that the success of the two students were largely tied to the writing conferences, and goes on to state that writing conferences are the "heart of the writing process, and with this in mind, the potential of the teacher-student writing conference becomes clear".
The information can be summarized into three main takeaways. First, building student knowledge is dependent on the current level of knowledge the student has and what kind of support they are provided. Second, conferring is a model that can provide student support through a structured four-part process. Third, conferring has been shown to increase student learning in both reading and writing.
Debate
Advocates for personalized learning say that many elements of curriculum, assessment, and
instructional design
Instructional design (ID), also known as instructional systems design and originally known as instructional systems development (ISD), is the practice of systematically designing, developing and delivering instructional materials and experiences, ...
must be present in classrooms for students to succeed, and recommend the use of
software systems
A software system is a system of intercommunicating components based on software forming part of a computer system (a combination of hardware and software). It "consists of a number of separate programs, configuration files, which are used to ...
to manage and facilitate student-led instruction. Supporters argue that classroom learning activities must build upon students' prior knowledge, and that teachers need to allocate time for practice. Advocates also argue that teachers must continuously assess student learning against clearly defined standards and goals, and student input into the assessment process is integral.
Determining how a student most efficiently learns can be time-consuming, resulting in class time being used up and effectively a less efficient use of time.
Andy Hargreaves and Dennis Shirley wrote that while there are advantages in students being able to access information instantly online, one should not mistake these processes for "something deeper, more challenging, and more connected to compelling issues in their world and their lives."
Alfie Kohn
Alfie Kohn (born October 15, 1957) is an American author and lecturer in the areas of education, parenting, and human behavior. He is a proponent of progressive education and has offered critiques of many traditional aspects of parenting, manag ...
argued in 2015 that while personalized learning may sound like a useful strategy for education, in reality it is a business tactic to increase sales of technology products. Personalized learning promises a strategy to specifically adjust education to the unique needs and skills of individual children, he argued, but really it means merely "adjusting the difficulty level of prefabricated skills-based exercises based on students' test scores...
ndrequires the purchase of software from one of those companies that can afford full-page ads in ''
Education Week
''Education Week'' is a news organization that has covered K–12, K–12 education since 1981. It is owned by Editorial Projects in Education (EPE), a nonprofit organization, and is headquartered in Bethesda, Maryland.
The newspaper publishes ...
.''" While "certain forms of technology can be used to support
progressive education
Progressive education, or educational progressivism, is a pedagogical movement that began in the late 19th century and has persisted in various forms to the present. In Europe, progressive education took the form of the New Education Movement. T ...
", Kohn wrote, "...meaningful (and truly personal) learning never ''requires'' technology. Therefore, if an idea like personalization is presented from the start as entailing software or a screen, we ought to be extremely skeptical about who really benefits."
Dr. Ces'Ari Garcia-Delmuro advocated in her research on personalized learning for other researchers to continue including teacher voice in their studies of personalized learning programs as a way to improve these programs for teachers and students. She said more studies should be conducted that focus on other low
socioeconomic status
Socioeconomic status (SES) is a measurement used by economics, economists and sociology, sociologsts. The measurement combines a person's work experience and their or their family's access to economic resources and social position in relation t ...
schools implementing personalized learning.
See also
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Adaptive learning
Adaptive learning, also known as adaptive teaching, is an educational method which uses computer algorithms as well as artificial intelligence to orchestrate the interaction with the learner and deliver customized resources and learning activities ...
*
Blended learning
Blended learning or hybrid learning, also known as technology-mediated instruction, web-enhanced instruction, or mixed-mode instruction, is an approach to education that combines online educational materials and opportunities for interaction onli ...
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Flip teaching
A flipped classroom is an instructional strategy and a type of blended learning. It aims to increase student engagement and learning by having pupils complete readings at home, and work on live problem-solving during class time. This pedagogical ...
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Gradual release of responsibility
The gradual release of responsibility (GRR) model is a structured method of pedagogy centred on devolving responsibility within the learning process from the teacher to the learner. This approach requires the teacher to initially take on all the r ...
*
Mastery learning
Mastery learning is an instructional strategy and educational philosophy that emphasizes the importance of students achieving a high level of competence (e.g., 90% accuracy) in prerequisite knowledge before moving on to new material. This approac ...
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School of one
Teach to One, previously known as School of One (SO1), is a middle school mathematics program of the New York City Department of Education . It began in 2009 and is currently operating in six schools in Manhattan, The Bronx, and Brooklyn. Its in ...
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School organizational models
School organizational models are methods of structuring the curriculum, functions, and facilities for schools, colleges, and universities. The organizing of teaching and learning has been structured since the first educational institutions were es ...
*
Teachers College Reading and Writing Project
Teachers College Reading and Writing Project (TCRWP or "The Project") was founded and directed by Lucy Calkins, The Robinson Professor of Children's Literature at Teachers College, Columbia University. Its mission was to help young people become a ...
References
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Pedagogy
Educational practices