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This article aims to propose a digital version of Darwazeh’s learning taxonomy. The DLT consists of 10 cognitive processes sequenced hierarchical from simple to complex either vertically from one mental process to another, or horizontally in each mental process. These cognitive processes are facts’ remembrance, generalities’ remembrance, comprehension, analysis, organizing, syntheses, application, evaluation, creation, and meta-cognition. The digital version merges specific pedagogical technology tools and applications with each process and presents implementing guidance in a pedagogical perspective. The digital learning taxonomy will inform instructions and directions on how to use digital tools to facilitate students e-learning experiments and outcome. In addition, the main objective of this article is to integrate and implement technology as an essential part of e-learning especially in this age of information and technology.

Early engagement with higher order thinking skills has been a distinguishing and growing need in the field of education contexts (Gagne & Driscoll, 1988; Rajovic, 2012) and expanded throughout the entire educational process in all over the world (Collins, 2014). This allows learner not only to acquire the necessary knowledge and skills, but also to apply them to new situations. Higher order thinking (Gagne, 1977) can be applied in and outside the life school, where thinking is seen as a series of transfer opportunities rather than as a series of assignments to be completed (Brookhart, 2010). Educators need to keep in mind that humans live in a digital world and tend to teach the generations of digital natives most often in addition to the necessity of expanding the range of thinking skills at our disposal (Prensky, 2010). Consequently, teachers and students are expected to be digitally literate and fluent (Crockett et al., 2011). Being both (digitally literate and fluent) implies that educators are able to use educational tools in various ways (Crockett et al., 2011; Dabic, 2014; Hart, 2015; Silaski, 2012).

Learning objectives are considered as the intended learning outcomes in the learning process. Learning objectives formulate the learning activities avenues and their needed tools. Bloom (1956) proposed a cognitive objective taxonomy known as Bloom’s educational taxonomy which specifies the levels of cognitive thinking in a paradigm format (knowledge, comprehension, applying, analysis, synthesis, and evaluation). In 2001, Anderson and Krathwohl proposed a revised Bloom’s taxonomy which became: remember, understanding, apply, analysis, evaluate, and create. Recently, Darwazeh et al. (2015; Darwazeh, 2016, 2017) had made an extra revision to Anderson revised Bloom’s taxonomy based on the extensive review of the literature, and produced a new taxonomy which presents additions and modifications accompanied with justifications to Anderson revised Bloom’s taxonomy.

Darwazeh’s main additions and modifications were: Altering the metacognitive process to be under the cognitive dimension instead of the knowledge dimension, the metacognitive process is at the top level of the cognitive dimension and the most complex level as well, adding the principle content to the types of content which was missing in Anderson’s taxonomy, moving the application process to be after synthesis rather after comprehension, splitting the remember level into two levels according to Merrill’s component theory (Merrill, 1983; fact’s remembrance level and generalities’ remembrance level), the organizing mental process was added to the cognitive dimension according to West and his associates (West et al., 1991, pp. 36-49), and finally reordering the mental levels from simplest to complex.

Darwazeh’s learning taxonomy based mainly on two hypotheses: (1) presenting knowledge in a right sequence which consistence with human memory’s function will help learners to store, retrieve, recall, and use information in an appropriate manner, (2) enhancing students’ cognitive strategy by using technology will help them learn not just on remember level, but also on higher levels, such as, application, evaluation, creation, problem solving, and higher order rules (e.g., Ausuble et al., 1961; Gagne, 1977; Lindsay et al., 1977; Merrill, 1983).

In this age of information and technology, the effective use of technology tools is crucial to the success of the educational process and students’ e-learning. It also has a good impact on the competency of teachers. Furthermore, due to their features and characteristics, the use of technological tools improves the educational activities of students and achieves many of the desired educational goals (Rajabi, 2020). In fact, the use of modern technology will aid in narrowing the achievement gap between students of varying abilities. It has also been demonstrated that technological tools can assist in the resolution of curriculum- related issues by making it easier for students and teachers to deal with vast amounts of information in less effort and time. For example, facilitating the storage of such information can be accomplished by the cloud or by displaying it in more interesting and stimulating ways(Abdul-Razziq, 2018; Othman 2014).

According to Darwazeh (2017), the cognitive processes ranged from simple to complex not just vertically according to the difficulty level of the mental process but also horizontally according to the number of items that the mental process gets involved in (see Figure 1).

Andrew Churches (2007) updated Bloom’s taxonomy one step further when he produced Bloom’s Digital Taxonomy. He intended to integrate Bloom’s cognitive levels into 21st century digital skills (seeFigure 2).

Once the Darwazeh’s digital learning taxonomy is the latest learning taxonomy (Darwazeh et al., 2015; Darwazeh, 2016, 2017, 2020; Darwazeh Figure 2. Anderson’s [Revised] Bloom’s digital taxonomy, 2022), this paper aims to integrate technology applications with each level of Darwazeh’s learning taxonomy. Each level is accompanied by a clarification of its relevance and examples of digital tools that relate and connect with the taxonomy framework.

It is important to add regulating, controlling, evaluating under meta cognitive in Figure 3.

Table 1 provides a selective list of some digital tools and maps them to the cognitive levels of Darwazeh’s taxonomy. Interactive tools such as mind mapping applications offer new ways for learners to develop their own ideas and projects at high level of thinking. Collaborative tools such as canvases boards, discussion forums, and live virtual meetings shift the focus of online learning from content delivery to learning creation. Although each tool is mapped to a specific level, many may be used at more than one cognitive level.

These digital tools enable collaboration, a crucial knowledge-age survival skill Trilling, and Hood identify. As a result, digital tools allow students to understand, retrieve, transform, and create knowledge themselves in one hand, and transforming the instructor into a colearner on the other. Choosing the right application for instructional use can be challenging, as there are so many digital solutions that can be used. Criteria in Table 2 can be used to assess whether the applications you are considering support cognitive processes.

Darwazeh’s digital learning taxonomy is like the original taxonomy in that it provides lists of related verbs for teachers and instructional designers to use when developing learning objectives. In the process of creating content, they can develop lower order skills like recalling information and defining terms, up to higher order skills like identifying connections between concepts or ideas, applying information to new situations, evaluating content to form an opinion or determine whether it is credible, and creating new things.

In sum, teachers, educators, supervisors, instructors, professionals, curriculum planners and designers, and evaluators are expected to use the latest proposed learning taxonomy in abroader and comprehensive manner to be a framework for promoting students’ thinking especially for, so they can be more productive and comfortable in today’s information technology era as well as to be good thinkers, creators, discoverers, builders, and critical thinkers when they learn by e-learning strategy.

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Licensed re-use rights only

Data & Figures

Figure 1

Anderson [Revised] Bloom’s Taxonomy Versus Darwazeh’s Learning Taxonomy

Figure 1

Anderson [Revised] Bloom’s Taxonomy Versus Darwazeh’s Learning Taxonomy

Close modal
Figure 2

Anderson’s [Revised] Bloom’s Digital Taxonomy

Figure 2

Anderson’s [Revised] Bloom’s Digital Taxonomy

Close modal
Figure 3

Mapping Digital Tools With Darwazeh’s Taxonomy

Figure 3

Mapping Digital Tools With Darwazeh’s Taxonomy

Close modal
Table 1

Mapping Digital Tools With Darwazeh’s Taxonomy

Darwazeh’s LevelKeywordsDigital Tools
Facts’ remembrance
  • Recognize, recall, mention, label, account, recognize, remember, retrieve, identify, list, specify.

  • Microsoft 365 offers a complete suite of applications such as OneNote, Word, PowerPoint, etc., which help students to manage, share, and recall online content.

Generalities’ remembrance
  • Recall, retrieve, define general concepts, principles, procedures, recognize.

  • Google Education Apps offer several tools that assist students in recognizing, recalling, and sharing online content related to generalities like concepts, principles, and procedures by using Docs, Sheets, Slides, and Drive.

Comprehension
  • Explain, understand, give the meaning of, paraphrase, illustrate, discuss, interpret, translate, exemplify, abbreviate, summarize, determine major ideas, take notes, underline the important ideas.

  • Analysis,Divide, break down, differentiate, discriminate, compare,

  • Distinguish, determine elements or parts, identify similarities & differences, inspect, determine details of a situation, follow step by step, deconstruct.

  • YouTube educational channels provide video content that explains dozens of topics accessible 24/7. It offers a video creation option that allows students to understand the intended content and share their learning videos.

  • Google’s Analytics Academy is used to analyze data to determine details with the aim of knowing what is happening, why it is happening, and what may happen, in order to address future outcomes.

Organizing
  • Categorize, classify, chunk, put together, sum up, put in order.

  • Organize according to a certain principle.

  • Mind maps are smart arts that show facts either names, dates, symbols, numbers, etc. It also show information, ideas, hierarchical formats, data flow designs, and organizing tasks and missions. Mindomo and mind-map applications that can be used for this purpose.

Synthesis
  • Integrate, relate, correlate.

  • Conclude, infer, design, compile, draw tables, figures, schedules, maps, plans, build, structure at the aim of seeing the whole picture of the intended content.

  • Nearpod is an application where knowledge content can be integrated in several shapes and formats.

Application
  • Apply procedures in new situations, classify new instances of learned concepts, administer learned steps in new situations, use the learned principles in solving problems, explain new phenomena according to principles, transfer to different forms, generalize to new situations, implement in new situation, give new examples to the learnd concepts, give new instances of the learned principles, correct sentences according to certain rules, use tools in new situations, execute in a new situation, carry out an experiments, create models.

  • Encouraging learners to apply what they have learned and knowledge, skills gained using several applications such as Genially, Thing link, and PowToon, which allow learners to apply their learned knowledge and skills in new situations.

Evaluation
  • Judge, evaluate, check, critique, grade, select, choose, express your opinion, examine, coordinate, correct, appreciate, prefer, decide, determine the mistakes & correctness, determine positives & negatives, advantages & disadvantages, balance, differentiate between right and wrong, praise, estimate, suggest, give the merit.

  • Using Google Forms allows learners to look at data deeply and inspect information, situations, and events, enabling them to evaluate and make judgments and decisions according to specific criteria.

CreationDiscover or create something new such as new medicine,derive new principle, model, theory or law, invent a new procedure, find new solutions, predict results, generate, propose a hypothesis, develop a new plan, produce a new product, write new novels, drama, poems, or articles, derive new concepts, invent new strategies.Simulation tools allow learners to reshapethe learned knowledge to a new shape and format. Learners can create simulation objects such as on the Phet website by using html5 technology
Meta-cognitionBe aware of your thinking, realize yourself, control and monitor your behavior, regulate your mental processes, watch your tongue, prove your learning, justify your answer, rationalize your response, be aware of your weaknesses & strengthen, evaluate your actions, overcome weaknesses, strengthen your positives, explain the reason behind your behavior.Social media applications reflect the learner’s way of thinking, controlling and regulating your responses and comments,and interactions, arguing, debating, and emphasizing. In addition, writing skills and IQ exams illustrate the metacognitive learner’s abilities.
Table 2

Darwazeh Digital Taxonomy Criteria

Darwazeh’s LevelDefinitionCriteria: Does the App Help the Learner?
Fact’s Remembrance
  • It is the ability to remember and retrieve special information that consists of facts in all their details, such as remembering dates, names, symbols, events, terms, names, addresses, titles, lists, elements, parts, and examples that illustrate general concepts, principles, and procedures.

  • Define general information?

  • Name facts?

  • List facts or details?

  • Recall facts or ideas?

  • Recognize facts or ideas in context?

  • Recall examples

Generalities’ Remembrance
  • It is the ability to remember general information and generalities from a definition of a general concept, a general principle, or a general procedure.

  • Retrieve and define general information?

  • Describe general information?

  • Recall general information?

Comprehension
  • It is the ability to illustrate meaning for the studied information through understanding, explaining, interpreting, reformulating it in the learner’s language, summarizing, clarifying, illustrating and forming an idea about it from the processes that indicate the learner’s understanding and comprehension of what has been read.

  • Summarize general information and ideas?

  • Restate methods or procedures?

  • Interpret relationships?

  • Paraphrase information?

  • Retell information in own words?

  • Retell events?

  • State problem in own words?

  • Explain ideas or concepts?

  • Determine importance?

Analysis
  • It is the ability to segment the whole and disassemble it into its components to see its details, compare it with others, distinguish it, and track these components step by step from the processes that indicate the learner’s vision of the elements of a learning situation.

  • Outline content?

  • Divide the situation into its parts?

  • Deconstruct content?

  • Recognize parts and elements?

  • Observe the structure?

  • Discriminate fact from hypothesis?

Organizing
  • It is the ability to arrange things, group, classify, and put them in lists or groups according to common elements, or a specific format, among the operations that help organize the elements of a situation according to a certain principle.

  • Arrange information?

  • Reformulate information?

  • Group information?

  • Reorder information?

  • Chunk information?

  • Classify or categorize?

Synthesis
  • It is the ability to put the parts into an integrated, interconnected, harmonious collection by realizing the internal relationships that link the elements of a situation to be learned, or the ideas of the studied text, assembling its parts, and building them into an integrated and harmonious collection, meaning and interdependence. In addition, reception of the external relations that link the elements of a situation to other related situations and topics. This process of synthesis includes merging, linking, synthesizing, composing, deducing, making plans, and constructing.

  • Integrate information?

  • Relate information?

  • Correlate between information?

  • Design information?

  • Draw mind maps?

  • Generate figures?

  • Infer the general ideas

  • Conclude the main points or ideas in the text

ApplicationIt is the ability to use generalities and general ideas learned from concepts, principles, and general procedures in new contexts and situations that the learner faces newly. This includes translating, transferring, solving, implementing, constructing, using, employing, citing new examples of an educated general idea, categorizing new examples according to learned general concepts, and justifying new phenomena according to learned general concepts or laws.
  • Employ knowledge in new situations?

  • Discover a new purpose for skills or knowledge?

  • Experiment with concepts in a different setting?

  • Adjust knowledge for use in a different context?

  • Demonstrate methods and procedures?

  • Classify new examples according to learned general concepts, principles or procedures?

  • Use a new apparatus or tool according to your knowledge; make a new application?

EvaluationIt is the ability to make judgments based on certain objective criteria and standards and to make decisions. This includes criticism, balancing, selection, valuation, preference, estimation, identifying pros and cons, distinguishing knowledge, assigning grades and ranks, and correcting according to a specific scale.
  • Appraise efficiency?

  • Judge techniques?

  • Check the probability of results?

  • Detect inconsistencies?

  • Check for accuracy?

  • Evaluate procedures?

  • Distinguish right from wrong, good from bad, justice from injustice?

CreationIt is the ability to discover something new and original that did not exist such as deriving a law, inventing a new machine or a new product, or creating something new, generating, inventing, creating, and deriving new things, making hypotheses, drawing development plans, solving problems in a new way, inventing a new strategy, finding different ideas, writing stories, composing poetry, weaving plays, writing novels, writing articles and everything related to it.
  • Imagine possibilities?

  • Design products?

  • Brainstorm solutions?

  • Produce solutions?

  • Propose hypotheses?

  • Compose ideas?

  • Generate possibilities?

  • Put new plans.

  • Solve problems in new way.

  • Think of a new strategy.

  • Predict a new solution.

  • Invent a new tool.

Meta-cognitionIt is the ability to perceive thinking, deep thinking, thinking awareness, controlling, regulating, evaluating, and directing it in the right direction.
  • Enhance thinking abilities?

  • Organize debates?

  • Put plans to your life.

  • Control your behavior.

  • Evaluate your behavior.

  • Regulate your behavior.

  • (These four processes formulate the meta-cognitive strategy)

  • Offer big data?

  • Predict data?

Supplements

References

Abdul-Razziq
,
J.
(
2018
). Innovations of educational technology and their employment in the educational process.
Proceedings of the Ninth International Scientific Academic Conference titled Contemporary Trends in Social, Human, and Natural Sciences
.
Anderson
,
L. W.
,
Krathwohl
,
D. R.
(
2001
). Taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives.
Longman
.
Ausubel
,
D. P
,
Fitzgerald
,
D.
(
1961
).
The role of discriminability in meaningful verbal learning and retentio
.
Journal of Educational Psychology
,
52
(
5
),
266
274
.
Bloom
,
B. S.
,
Krathwohl
,
D. R.
(
1956
). Taxonomy of educational objectives: The classification of educational goals.
Longmans, Green, New York
.
Brookhart
,
S. M.
(
2010
). How to assess higher-order thinking skills in your classroom.
ASCD
.
Rajabi
,
B.
,
Karram
,
O.
,
Bayya
,
A.
(
2020
). The impact of educational technology tool usage in teaching in raising the academic achievement of teachers and students.
Unpublished study done in East Jerusalem schools.
Churches
,
A.
(
2007
).
Bloom’s taxonomy
.
Educational Origami
. Retrieved from http://www.thesecondprinciple.com/teaching-essentials/beyond-bloom-cognitive-taxonomy-revised/
Collins
,
R.
(
2014
).
Skills for the 21st Century: teaching higher-order thinking
.
Curriculum and Leadership Journal
,
12
(
14
). Retrieved from http://www.curriculum.edu.au/leader/teaching_higher_order_thinking,37431.html?issueID=12910
Crockett
,
L.
,
Jukes
,
I.
,
Churches
,
A.
(
2011
). Literacy is not enough.
Corwin
.
Ć
,
T.
(
2014
). Listening—A neglected skill in ESP courses at IT departments in Serbia.
FLTAL ‘14 International Conference on Foreign Language Teaching and Applied Linguistics
,
2088
2096
.
International Burch University
.
Darwazeh
,
A. N.
,
Sartawi
,
A. F.
(
2022
).
The degree of the general high school exams in Arabic language measures the levels of mental processes according to Darwazeh’s learning taxonomy through the academic years (2015–2019)
.
Journal of Islamic University for Educational and Psychological Studies
,
30
(
2
),
316
336
.
Darwazeh
,
A. N.
(
2020
).
Darwazeh’s learning taxonomy: A modification to the Anderson’s [revised] Bloom’s educational taxonomy
.
International Journal of Educational&Psychological Studies (EPS)
,
1
(
8
),
77
90
.
Darwazeh
,
A. N.
(
2017
).
A new revision of the Revised Bloom’s Taxonomy
.
Distance Learning
,
14
(
3
),
13
28
.
Darwazeh
,
A. N.
(
2016
, October). A rationale for revising Bloom’s [revised] taxonomy.
Proceeding paper presented at the annual meeting of the American Association for Educational Communications and Technology
,
Las Vegas, NV
.
Darwazeh
,
A. N.
,
Branch
,
R. M.
(
2015
, November). A revision to the revised Bloom’s Taxonomy.
Proceeding paper presented at the annual meeting of the American Association for Educational Communications and Technology
,
Indianapolis, IN
.
Darwazeh
,
A. N.
(
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