 | This article may require copy editing for grammar, style, cohesion, tone, or spelling.(May 2024) |
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.
The use of the term "personalized learning" dates back to at least the early 1960s, [1] but there is no widespread agreement on the definition and components of a personal learning environment. [2] Even enthusiasts for the concept admit that personal learning is an evolving term and doesn't have any widely accepted definition. [3]
In 2005, Dan Buckley defined two ends of the personalized learning spectrum: "personalization for the learner", in which the teacher tailors the learning, and "personalization by the learner", in which the learner develops skills to tailor his own learning. This spectrum was adopted by the (2006) Microsoft's Practical Guide to Envisioning and Transforming Education. [4]
The United States National Education Technology Plan 2017 defines personalized learning as follows:
Personalized learning refers to instruction in which the pace of learning and the instructional approach are optimized for the needs of each learner. Learning objectives, instructional approaches, and instructional content (and its sequencing) may all vary based on learner needs. In addition, learning activities are meaningful and relevant to learners, driven by their interests, and often self-initiated. [5]
Typically technology is used to try to facilitate personalized learning environments.
AI is often used as a source to develop personalized learning programs for students. New studies are coming out that suggest that AI may be a top source for creating quick indivisual based learning programs.
According to researcher Eduard Pogorskiy:
ICT can be a powerful tool for personalized learning as it allows learners access to research and information, and provides a mechanism for communication, debate, and recording learning achievements. However, personalized learning is not exclusive to digital technologies or environments. In the rhetoric around 21st Century Skills, personalized learning is often equated with 'customization' (as found in the business world), with digital personalization used to frame the learning experience as highly efficient. Problematic in this is the discounting of the highly relational and socially constructed space well defined in the research on learning. Narrowing personalized learning to its digital form also raises the concern of the echo chamber effect emerging in (hyper)personalized online experiences. [7]
Proponents of personalized learning say that many elements of curriculum, assessment, and instructional design must be present in classrooms for students to succeed and often use software systems to manage and facilitate student-led instruction. [8] Proponents argue that classroom learning activities must build upon students' prior knowledge and teachers need to allocate time for practice. Advocates argue that teachers must continuously assess student learning against clearly defined standards and goals, and student input into the assessment process is integral. [9] [10] [11]
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" or ZPD. [12] 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". [12] 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. [13] 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." [13] 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 added a fourth component in where after the teaching portion, the student and/or the teacher would "Make a Record". [14] This modified model can be thought in the terms of: research, decide, teach, record. The benefits of using conferring have been documented in a couple of studies.
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?" [15] 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". [15] In a separate study, the educator Antony Smith examined the effectiveness of using teacher-student writing conference for English language learners (ELLs). [16] 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". [16] 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". [16]
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.[ citation needed ]
Andy Hargreaves and Dennis Shirley write that while there are advantages in students being able to access information instantly on-line, one should not mistake such processes for "something deeper, more challenging, and more connected to compelling issues in their world and their lives". [17]
Alfie Kohn wrote that while personalized learning may sound like a useful strategy for education, in practice it is mostly just about selling 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... [and] requires the purchase of software from one of those companies that can afford full-page ads in Education Week ". While "certain forms of technology can be used to support progressive education", 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." [18]
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. [19] She said more studies should be conducted that focus on other low SES schools implementing personalized learning. Furthermore, donors that are giving to the advancement of personalized learning need to consult new research to ensure that they are donating to programs that benefit all students including those who belong to vulnerable populations (students in special education, bilingual emergent students, and students of low socioeconomic status), not just those students who are able to self-direct. In future research, it is important to continue to study these schools who are piloting personalized learning to see how their needs change over time. Because these programs are still relatively new, it would be helpful to understand the perceptions of teachers who are using these programs for five years or longer to continue assisting teacher and school sites as they mature in their personalized learning use. Additionally, research which compares teacher perception of personalized learning compared to student academic outcomes will be helpful once schools new to personalized learning overcome their fifth year of implementation.[ citation needed ]
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, both digital and physical, in a consistent and reliable fashion toward an efficient, effective, appealing, engaging and inspiring acquisition of knowledge. The process consists broadly of determining the state and needs of the learner, defining the end goal of instruction, and creating some "intervention" to assist in the transition. The outcome of this instruction may be directly observable and scientifically measured or completely hidden and assumed. There are many instructional design models, but many are based on the ADDIE model with the five phases: analysis, design, development, implementation, and evaluation.
A teaching method is a set of principles and methods used by teachers to enable student learning. These strategies are determined partly by the subject matter to be taught, partly by the relative expertise of the learners, and partly by constraints caused by the learning environment. For a particular teaching method to be appropriate and efficient it has to take into account the learner, the nature of the subject matter, and the type of learning it is supposed to bring about.
Instructional scaffolding is the support given to a student by an instructor throughout the learning process. This support is specifically tailored to each student; this instructional approach allows students to experience student-centered learning, which tends to facilitate more efficient learning than teacher-centered learning. This learning process promotes a deeper level of learning than many other common teaching strategies.
Student-centered learning, also known as learner-centered education, broadly encompasses methods of teaching that shift the focus of instruction from the teacher to the student. In original usage, student-centered learning aims to develop learner autonomy and independence by putting responsibility for the learning path in the hands of students by imparting to them skills, and the basis on how to learn a specific subject and schemata required to measure up to the specific performance requirement. Student-centered instruction focuses on skills and practices that enable lifelong learning and independent problem-solving. Student-centered learning theory and practice are based on the constructivist learning theory that emphasizes the learner's critical role in constructing meaning from new information and prior experience.
Experiential education is a philosophy of education that describes the process that occurs between a teacher and student that infuses direct experience with the learning environment and content. This concept is distinct from experiential learning, however experiential learning is a subfield and operates under the methodologies associated with experiential education. The Association for Experiential Education regards experiential education as "a philosophy that informs many methodologies in which educators purposefully engage with learners in direct experience and focused reflection in order to increase knowledge, develop skills, clarify values, and develop people's capacity to contribute to their communities". The Journal of Experiential Education publishes peer-reviewed empirical and theoretical academic research within the field.
M-learning, or mobile learning, is a form of distance education or technology enhanced active learning where learners use portable devices such as mobile phones to learn anywhere and anytime. The portability that mobile devices provide allows for learning anywhere, hence the term "mobile" in "mobile learning." M-learning devices include computers, MP3 players, mobile phones, and tablets. M-learning can be an important part of informal learning.
Educational technology is the combined use of computer hardware, software, and educational theory and practice to facilitate learning. When referred to with its abbreviation, "EdTech", it often refers to the industry of companies that create educational technology. In EdTech Inc.: Selling, Automating and Globalizing Higher Education in the Digital Age, Tanner Mirrlees and Shahid Alvi (2019) argue "EdTech is no exception to industry ownership and market rules" and "define the EdTech industries as all the privately owned companies currently involved in the financing, production and distribution of commercial hardware, software, cultural goods, services and platforms for the educational market with the goal of turning a profit. Many of these companies are US-based and rapidly expanding into educational markets across North America, and increasingly growing all over the world."
A lesson plan is a teacher's detailed description of the course of instruction or "learning trajectory" for a lesson. A daily lesson plan is developed by a teacher to guide class learning. Details will vary depending on the preference of the teacher, subject being covered, and the needs of the students. There may be requirements mandated by the school system regarding the plan. A lesson plan is the teacher's guide for running a particular lesson, and it includes the goal, how the goal will be reached and a way of measuring how well the goal was reached.
Mastery learning is an instructional strategy and educational philosophy, first formally proposed by Benjamin Bloom in 1968. Mastery learning maintains that students must achieve a level of mastery in prerequisite knowledge before moving forward to learn subsequent information. If a student does not achieve mastery on the test, they are given additional support in learning and reviewing the information and then tested again. This cycle continues until the learner accomplishes mastery, and they may then move on to the next stage. In a self-paced online learning environment, students study the material and take assessments. If they make mistakes, the system provides insightful explanations and directs them to revisit the relevant sections. They then answer different questions on the same material, and this cycle repeats until they reach the established mastery threshold. Only then can they move on to subsequent learning modules, assessments, or certifications.
The zone of proximal development (ZPD) is a concept in educational psychology. It 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 able to perform, but only with support from a teacher or a peer with more knowledge or expertise. The concept was introduced, but not fully developed, by psychologist Lev Vygotsky (1896–1934) during the last three years of his life. Vygotsky argued that a child gets involved in a dialogue with the "more knowledgeable other", such as a peer or an adult, and gradually, through social interaction and sense-making, develops the ability to solve problems independently and do certain tasks without help. Following Vygotsky, some educators believe that the role of education is to give children experiences that are within their zones of proximal development, thereby encouraging and advancing their individual learning skills and strategies.
An intelligent tutoring system (ITS) is a computer system that imitates human tutors and aims to provide immediate and customized instruction or feedback to learners, usually without requiring intervention from a human teacher. ITSs have the common goal of enabling learning in a meaningful and effective manner by using a variety of computing technologies. There are many examples of ITSs being used in both formal education and professional settings in which they have demonstrated their capabilities and limitations. There is a close relationship between intelligent tutoring, cognitive learning theories and design; and there is ongoing research to improve the effectiveness of ITS. An ITS typically aims to replicate the demonstrated benefits of one-to-one, personalized tutoring, in contexts where students would otherwise have access to one-to-many instruction from a single teacher, or no teacher at all. ITSs are often designed with the goal of providing access to high quality education to each and every student.
Computer-supported collaborative learning (CSCL) is a pedagogical approach wherein learning takes place via social interaction using a computer or through the Internet. This kind of learning is characterized by the sharing and construction of knowledge among participants using technology as their primary means of communication or as a common resource. CSCL can be implemented in online and classroom learning environments and can take place synchronously or asynchronously.
Adapted physical education is the art and science of developing, implementing, and monitoring a carefully designed physical education. Instructional program for a learner with a disability, based on a comprehensive assessment, to give the learner the skills necessary for a lifetime of rich leisure, recreation, and sport experiences to enhance physical fitness and wellness. Principles and Methods of Adapted Physical Education and Recreation. Adapted physical education generally refers to school-based programs for students ages 3–21yrs.
English-language learner 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 educational advocates, especially in the United States, classify these students as non-native English speakers or emergent bilinguals. Various other terms are also used to refer to students who are not proficient in English, such as English as a second language (ESL), English as an additional language (EAL), limited English proficient (LEP), culturally and linguistically diverse (CLD), non-native English speaker, bilingual students, heritage language, emergent bilingual, and language-minority students. The legal term that is used in federal legislation is 'limited English proficient'.
Formative assessment, formative evaluation, formative feedback, or assessment for learning, including diagnostic testing, is a range of formal and informal assessment procedures conducted by teachers during the learning process in order to modify teaching and learning activities to improve student attainment. The goal of a formative assessment is to monitor student learning to provide ongoing feedback that can help students identify their strengths and weaknesses and target areas that need work. It also helps faculty recognize where students are struggling and address problems immediately. It typically involves qualitative feedback for both student and teacher that focuses on the details of content and performance. It is commonly contrasted with summative assessment, which seeks to monitor educational outcomes, often for purposes of external accountability.
An instructional simulation, also called an educational simulation, is a simulation of some type of reality but which also includes instructional elements that help a learner explore, navigate or obtain more information about that system or environment that cannot generally be acquired from mere experimentation. Instructional simulations are typically goal oriented and focus learners on specific facts, concepts, or applications of the system or environment. Today, most universities make lifelong learning possible by offering a virtual learning environment (VLE). Not only can users access learning at different times in their lives, but they can also immerse themselves in learning without physically moving to a learning facility, or interact face to face with an instructor in real time. Such VLEs vary widely in interactivity and scope. For example, there are virtual classes, virtual labs, virtual programs, virtual library, virtual training, etc. Researchers have classified VLE in 4 types:
Computers in the classroom include any digital technology used to enhance, supplement, or replace a traditional educational curriculum with computer science education. As computers have become more accessible, inexpensive, and powerful, the demand for this technology has increased, leading to more frequent use of computer resources within classes, and a decrease in the student-to-computer ratio within schools.
Differentiated instruction and assessment, also known as differentiated learning or, in education, simply, differentiation, is a framework or philosophy for effective teaching that involves providing all students within their diverse classroom community of learners a range of different avenues for understanding new information in terms of: acquiring content; processing, constructing, or making sense of ideas; and developing teaching materials and assessment measures so that all students within a classroom can learn effectively, regardless of differences in their ability. Differentiated instruction means using different tools, content, and due process in order to successfully reach all individuals. Differentiated instruction, according to Carol Ann Tomlinson, is the process of "ensuring that what a student learns, how he or she learns it, and how the student demonstrates what he or she has learned is a match for that student's readiness level, interests, and preferred mode of learning." According to Boelens et al. (2018), differentiation can be on two different levels: the administration level and the classroom level. The administration level takes the socioeconomic status and gender of students into consideration. At the classroom level, differentiation revolves around content, processing, product, and effects. On the content level, teachers adapt what they are teaching to meet the needs of students. This can mean making content more challenging or simplified for students based on their levels. The process of learning can be differentiated as well. Teachers may choose to teach individually at a time, assign problems to small groups, partners or the whole group depending on the needs of the students. By differentiating product, teachers decide how students will present what they have learned. This may take the form of videos, graphic organizers, photo presentations, writing, and oral presentations. All these take place in a safe classroom environment where students feel respected and valued—effects.
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 responsibility for a task, transitioning in stages to the students assuming full independence in carrying it out. The goal is to cultivate confident learners and thinkers who are capable of handling tasks even in areas where they have not yet gained expertise.
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 the context of educational philosophy or knowledge experienced by the student and may also encompass a variety of learning cultures—its presiding ethos and characteristics, how individuals interact, governing structures, and philosophy. In a societal sense, learning environment may refer to the culture of the population it serves and of their location. Learning environments are highly diverse in use, learning styles, organization, and educational institution. The culture and context of a place or organization includes such factors as a way of thinking, behaving, or working, also known as organizational culture. For a learning environment such as an educational institution, it also includes such factors as operational characteristics of the instructors, instructional group, or institution; the philosophy or knowledge experienced by the student and may also encompass a variety of learning cultures—its presiding ethos and characteristics, how individuals interact, governing structures, and philosophy in learning styles and pedagogies used; and the societal culture of where the learning is occurring. Although physical environments do not determine educational activities, there is evidence of a relationship between school settings and the activities that take place there.
Programs can only be designed by highly trained human beings who, through the teaching machine, can reach countless students and enable each to take an active role in a highly personalized learning environment.
