Instructional Coordinators begin their day by reviewing curriculum standards and observing teaching staff to evaluate performance and recommend improvements to strengthen teaching skills. They conduct teacher training programs and workshops focused on new classroom procedures and instructional materials, working closely with educators to implement best practices. Much of their time involves researching and evaluating curricula, preparing recommendations on instructional methods, and coordinating activities of staff engaged in cataloging and maintaining educational materials. They regularly prepare grant proposals and budgets while addressing public audiences to explain program objectives and garner support. Their work requires extensive computer use for developing digital materials and analyzing educational data to inform decision-making.
Successful Instructional Coordinators possess exceptional written and oral communication abilities, with the capacity to clearly articulate complex educational concepts to diverse audiences. They demonstrate strong social and enterprising orientations, excelling at building relationships with educators, administrators, and community stakeholders while leading curriculum initiatives. These professionals exhibit high intellectual curiosity and dependability, continuously seeking innovative approaches to education while maintaining consistent program quality. They thrive on complex problem-solving and possess the analytical skills needed to evaluate educational effectiveness and implement data-driven improvements.
Instructional Coordinators face moderate automation risk as their work heavily emphasizes relationship-building, complex problem-solving, and creative curriculum design that requires human judgment. While some administrative tasks like scheduling and data analysis may become automated, the core functions of teacher coaching, stakeholder communication, and educational innovation remain distinctly human-centered activities that resist technological replacement.
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| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| instructional | 96 | 0.0221 | wikipedia 60% onet tasks 16% | |
| design | 70 | 0.0161 | wikipedia 81% onet dimensi 9% | |
| learning | 66 | 0.0152 | wikipedia 82% onet tasks 8% | |
| materials | 48 | 0.0111 | wikipedia 33% onet dimensi 21% | |
| tendency | 42 | 0.0097 | onet dimensi 100% | |
| educational | 40 | 0.0092 | inference 40% dwas 22% | |
| others | 39 | 0.0090 | onet dimensi 97% dwas 3% | |
| model | 38 | 0.0088 | wikipedia 100% | |
| equipment | 30 | 0.0069 | onet dimensi 77% onet tasks 17% | |
| instruction | 30 | 0.0069 | wikipedia 87% onet tasks 10% | |
| performance | 28 | 0.0065 | wikipedia 50% onet dimensi 25% | |
| technology | 24 | 0.0055 | wikipedia 42% onet tasks 17% | |
| development | 21 | 0.0048 | wikipedia 57% inference 29% | |
| teaching | 18 | 0.0041 | onet tasks 28% onet dimensi 28% | |
| activities | 18 | 0.0041 | onet dimensi 50% wikipedia 28% | |
| curriculum | 18 | 0.0041 | inference 56% wikipedia 22% | |
| principles | 18 | 0.0041 | onet dimensi 89% wikipedia 11% | |
| programs | 16 | 0.0037 | dwas 38% onet dimensi 25% | |
| needs | 16 | 0.0037 | onet dimensi 50% dwas 25% | |
| teacher | 15 | 0.0035 | wikipedia 67% inference 27% | |
| learners | 14 | 0.0032 | wikipedia 93% onet tasks 7% | |
| problem | 14 | 0.0032 | onet dimensi 50% wikipedia 36% | |
| includes | 14 | 0.0032 | onet dimensi 86% wikipedia 14% | |
| developing | 14 | 0.0032 | onet dimensi 57% wikipedia 21% | |
| objectives | 13 | 0.0030 | wikipedia 54% onet tasks 15% | |
| human | 13 | 0.0030 | onet dimensi 54% wikipedia 31% | |
| events | 13 | 0.0030 | onet dimensi 62% wikipedia 38% | |
| control | 13 | 0.0030 | onet dimensi 92% wikipedia 8% | |
| analysis | 13 | 0.0030 | wikipedia 62% onet dimensi 31% | |
| objects | 13 | 0.0030 | onet dimensi 92% wikipedia 8% |
Provenance Window — Full Source Record · 25-9031.00 · Instructional Coordinators 7 source blocks · click to expand
[Core] [74% incumbents] Observe work of teaching staff to evaluate performance and to recommend changes that could strengthen teaching skills. DWAs: Evaluate performance of educational staff. [Core] [74% incumbents] Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids. DWAs: Train staff members. [Core] [74% incumbents] Conduct or participate in workshops, committees, and conferences designed to promote the intellectual, social, and physical welfare of students. DWAs: Serve on institutional or departmental committees. [Core] [74% incumbents] Advise and teach students. DWAs: Advise students on academic or career matters. [Core] [74% incumbents] Address public audiences to explain program objectives and to elicit support. DWAs: Promote educational institutions or programs. [Core] [74% incumbents] Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems. DWAs: Evaluate effectiveness of educational programs. | Research topics in area of expertise. [Supplemental] [74% incumbents] Prepare grant proposals, budgets, and program policies and goals or assist in their preparation. DWAs: Write grant proposals. [Supplemental] [74% incumbents] Coordinate activities of workers engaged in cataloging, distributing, and maintaining educational materials and equipment in curriculum libraries and laboratories. DWAs: Direct activities of subordinates. [Core] [73% incumbents] Interpret and enforce provisions of state education codes and rules and regulations of state education boards. DWAs: Enforce rules or policies governing student behavior. [Core] [73% incumbents] Recommend, order, or authorize purchase of instructional materials, supplies, equipment, and visual aids designed to meet student educational needs and district standards. DWAs: Advise educators on curricula, instructional methods, or policies. | Order instructional or library materials or equipment. [Core] [73% incumbents] Update the content of educational programs to ensure that students are being trained with equipment and processes that are technologically current. DWAs: Modify teaching methods or materials to accommodate student needs. [Supplemental] [73% incumbents] Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts. DWAs: Organize informational materials. [Core] [72% incumbents] Advise teaching and administrative staff in curriculum development, use of materials and equipment, and implementation of state and federal programs and procedures. DWAs: Advise educators on curricula, instructional methods, or policies. [None] Adapt instructional content or delivery methods for different levels or types of learners. DWAs: Modify teaching methods or materials to accommodate student needs. [None] Analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials. DWAs: Evaluate effectiveness of educational programs. [None] Assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction. DWAs: Evaluate effectiveness of educational programs. [None] Conduct needs assessments and strategic learning assessments to develop the basis for curriculum development or to update curricula. DWAs: Assess educational needs of students. [None] Define instructional, learning, or performance objectives. DWAs: Develop instructional objectives. [None] Design instructional aids for stand-alone or instructor-led classroom or online use. DWAs: Create technology-based learning materials. | Develop instructional materials. [None] Design learning products, including Web-based aids or electronic performance support systems. DWAs: Create technology-based learning materials. [None] Develop instructional materials, such as lesson plans, handouts, or examinations. DWAs: Develop instructional materials. [None] Develop master course documentation or manuals according to applicable accreditation, certification, or other requirements. DWAs: Develop instructional materials. [None] Develop measurement tools to evaluate the effectiveness of instruction or training interventions. DWAs: Evaluate effectiveness of educational programs. [None] Edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests. DWAs: Edit documents. [None] Interview subject-matter experts or conduct other research to develop instructional content. DWAs: Assess educational needs of students. [None] Present and make recommendations regarding course design, technology, and instruction delivery options. DWAs: Advise educators on curricula, instructional methods, or policies. [None] Provide analytical support for the design and development of training curricula, learning strategies, educational policies, or courseware standards. DWAs: Advise educators on curricula, instructional methods, or policies. [None] Recommend changes to curricula or delivery methods, based on information such as instructional effectiveness data, current or future performance requirements, feasibility, and costs. DWAs: Advise educators on curricula, instructional methods, or policies. [None] Research and evaluate emerging instructional technologies or methods. DWAs: Evaluate effectiveness of educational programs. | Research topics in area of expertise. [None] Teach instructors to use instructional technology or to integrate technology with teaching. DWAs: Teach others to use technology or equipment.
--- SKILLS --- Learning Strategies (imp:4.25 lvl:4.75) — Selecting and using training/instructional methods and procedures appropriate fo Writing (imp:4.12 lvl:4.50) — Communicating effectively in writing as appropriate for the needs of the audienc Speaking (imp:4.12 lvl:4.38) — Talking to others to convey information effectively. Reading Comprehension (imp:4.00 lvl:4.62) — Understanding written sentences and paragraphs in work-related documents. Active Listening (imp:4.00 lvl:4.38) — Giving full attention to what other people are saying, taking time to understand Monitoring (imp:4.00 lvl:4.25) — Monitoring/Assessing performance of yourself, other individuals, or organization Critical Thinking (imp:3.88 lvl:4.12) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Active Learning (imp:3.88 lvl:4.12) — Understanding the implications of new information for both current and future pr Mathematics (imp:2.75 lvl:2.88) — Using mathematics to solve problems. Science (imp:1.50 lvl:0.62) — Using scientific rules and methods to solve problems. --- KNOWLEDGE --- Education and Training (imp:4.78 lvl:6.09) — Knowledge of principles and methods for curriculum and training design, teaching English Language (imp:4.32 lvl:4.64) — Knowledge of the structure and content of the English language including the mea Administration and Management (imp:3.79 lvl:3.77) — Knowledge of business and management principles involved in strategic planning, Mathematics (imp:3.68 lvl:3.69) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Computers and Electronics (imp:3.60 lvl:4.31) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Customer and Personal Service (imp:3.47 lvl:3.94) — Knowledge of principles and processes for providing customer and personal servic Public Safety and Security (imp:3.47 lvl:3.08) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Personnel and Human Resources (imp:3.41 lvl:3.62) — Knowledge of principles and procedures for personnel recruitment, selection, tra Communications and Media (imp:3.35 lvl:3.05) — Knowledge of media production, communication, and dissemination techniques and m Sociology and Anthropology (imp:3.28 lvl:3.63) — Knowledge of group behavior and dynamics, societal trends and influences, human Philosophy and Theology (imp:3.21 lvl:3.64) — Knowledge of different philosophical systems and religions. This includes their Psychology (imp:3.14 lvl:3.06) — Knowledge of human behavior and performance; individual differences in ability, Administrative (imp:3.11 lvl:4.58) — Knowledge of administrative and office procedures and systems such as word proce History and Archeology (imp:2.93 lvl:3.10) — Knowledge of historical events and their causes, indicators, and effects on civi Therapy and Counseling (imp:2.87 lvl:3.09) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Law and Government (imp:2.81 lvl:1.89) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Foreign Language (imp:2.61 lvl:2.33) — Knowledge of the structure and content of a foreign (non-English) language inclu Sales and Marketing (imp:2.38 lvl:2.09) — Knowledge of principles and methods for showing, promoting, and selling products Economics and Accounting (imp:2.33 lvl:1.95) — Knowledge of economic and accounting principles and practices, the financial mar Geography (imp:2.30 lvl:3.23) — Knowledge of principles and methods for describing the features of land, sea, an Production and Processing (imp:2.18 lvl:1.94) — Knowledge of raw materials, production processes, quality control, costs, and ot Telecommunications (imp:2.15 lvl:1.33) — Knowledge of transmission, broadcasting, switching, control, and operation of te Engineering and Technology (imp:2.05 lvl:1.33) — Knowledge of the practical application of engineering science and technology. Th Design (imp:1.97 lvl:1.09) — Knowledge of design techniques, tools, and principles involved in production of Transportation (imp:1.81 lvl:1.65) — Knowledge of principles and methods for moving people or goods by air, rail, sea Fine Arts (imp:1.80 lvl:1.17) — Knowledge of the theory and techniques required to compose, produce, and perform Biology (imp:1.59 lvl:1.25) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd Medicine and Dentistry (imp:1.55) — Knowledge of the information and techniques needed to diagnose and treat human i Physics (imp:1.44) — Knowledge and prediction of physical principles, laws, their interrelationships, Mechanical (imp:1.36) — Knowledge of machines and tools, including their designs, uses, repair, and main Chemistry (imp:1.35) — Knowledge of the chemical composition, structure, and properties of substances a Food Production (imp:1.22) — Knowledge of techniques and equipment for planting, growing, and harvesting food Building and Construction (imp:1.22) — Knowledge of materials, methods, and the tools involved in the construction or r --- ABILITIES --- Written Comprehension (imp:4.38 lvl:4.88) — The ability to read and understand information and ideas presented in writing. Oral Expression (imp:4.25 lvl:4.75) — The ability to communicate information and ideas in speaking so others will unde Written Expression (imp:4.25 lvl:4.62) — The ability to communicate information and ideas in writing so others will under Oral Comprehension (imp:4.12 lvl:4.62) — The ability to listen to and understand information and ideas presented through Speech Clarity (imp:4.12 lvl:4.12) — The ability to speak clearly so others can understand you. Problem Sensitivity (imp:4.00 lvl:4.00) — The ability to tell when something is wrong or is likely to go wrong. It does no Speech Recognition (imp:4.00 lvl:4.12) — The ability to identify and understand the speech of another person. Deductive Reasoning (imp:3.88 lvl:4.12) — The ability to apply general rules to specific problems to produce answers that Near Vision (imp:3.88 lvl:3.62) — The ability to see details at close range (within a few feet of the observer). Originality (imp:3.75 lvl:3.75) — The ability to come up with unusual or clever ideas about a given topic or situa Inductive Reasoning (imp:3.75 lvl:4.12) — The ability to combine pieces of information to form general rules or conclusion Information Ordering (imp:3.75 lvl:3.88) — The ability to arrange things or actions in a certain order or pattern according Category Flexibility (imp:3.75 lvl:3.50) — The ability to generate or use different sets of rules for combining or grouping Fluency of Ideas (imp:3.62 lvl:3.75) — The ability to come up with a number of ideas about a topic (the number of ideas Memorization (imp:3.12 lvl:3.12) — The ability to remember information such as words, numbers, pictures, and proced Far Vision (imp:3.12 lvl:3.25) — The ability to see details at a distance. Mathematical Reasoning (imp:3.00 lvl:2.88) — The ability to choose the right mathematical methods or formulas to solve a prob Number Facility (imp:3.00 lvl:3.00) — The ability to add, subtract, multiply, or divide quickly and correctly. Flexibility of Closure (imp:3.00 lvl:3.00) — The ability to identify or detect a known pattern (a figure, object, word, or so Visualization (imp:3.00 lvl:3.00) — The ability to imagine how something will look after it is moved around or when Selective Attention (imp:3.00 lvl:3.12) — The ability to concentrate on a task over a period of time without being distrac Speed of Closure (imp:2.88 lvl:2.88) — The ability to quickly make sense of, combine, and organize information into mea Time Sharing (imp:2.88 lvl:2.75) — The ability to shift back and forth between two or more activities or sources of Perceptual Speed (imp:2.62 lvl:2.75) — The ability to quickly and accurately compare similarities and differences among Auditory Attention (imp:2.25 lvl:2.00) — The ability to focus on a single source of sound in the presence of other distra Visual Color Discrimination (imp:2.12 lvl:1.75) — The ability to match or detect differences between colors, including shades of c Finger Dexterity (imp:1.88 lvl:1.50) — The ability to make precisely coordinated movements of the fingers of one or bot Trunk Strength (imp:1.75 lvl:1.25) — The ability to use your abdominal and lower back muscles to support part of the Hearing Sensitivity (imp:1.75 lvl:1.25) — The ability to detect or tell the differences between sounds that vary in pitch Depth Perception (imp:1.62 lvl:0.62) — The ability to judge which of several objects is closer or farther away from you Wrist-Finger Speed (imp:1.50 lvl:0.50) — The ability to make fast, simple, repeated movements of the fingers, hands, and Stamina (imp:1.38 lvl:0.38) — The ability to exert yourself physically over long periods of time without getti Manual Dexterity (imp:1.25 lvl:0.25) — The ability to quickly move your hand, your hand together with your arm, or your Speed of Limb Movement (imp:1.25 lvl:0.25) — The ability to quickly move the arms and legs. Arm-Hand Steadiness (imp:1.12 lvl:0.12) — The ability to keep your hand and arm steady while moving your arm or while hold Gross Body Coordination (imp:1.12 lvl:0.12) — The ability to coordinate the movement of your arms, legs, and torso together wh Spatial Orientation (imp:1.00) — The ability to know your location in relation to the environment or to know wher Control Precision (imp:1.00) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Multilimb Coordination (imp:1.00) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Response Orientation (imp:1.00) — The ability to choose quickly between two or more movements in response to two o Rate Control (imp:1.00) — The ability to time your movements or the movement of a piece of equipment in an Reaction Time (imp:1.00) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Static Strength (imp:1.00) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Explosive Strength (imp:1.00) — The ability to use short bursts of muscle force to propel oneself (as in jumping Dynamic Strength (imp:1.00) — The ability to exert muscle force repeatedly or continuously over time. This inv Extent Flexibility (imp:1.00) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo Gross Body Equilibrium (imp:1.00) — The ability to keep or regain your body balance or stay upright when in an unsta Night Vision (imp:1.00) — The ability to see under low-light conditions. Peripheral Vision (imp:1.00) — The ability to see objects or movement of objects to one's side when the eyes ar Glare Sensitivity (imp:1.00) — The ability to see objects in the presence of a glare or bright lighting. Sound Localization (imp:1.00) — The ability to tell the direction from which a sound originated. --- WORK ACTIVITIES --- Establishing and Maintaining Interpersonal Relationships (imp:4.63 lvl:6.08) — Developing constructive and cooperative working relationships with others, and m Communicating with Supervisors, Peers, or Subordinates (imp:4.54 lvl:5.89) — Providing information to supervisors, co-workers, and subordinates by telephone, Training and Teaching Others (imp:4.53 lvl:6.00) — Identifying the educational needs of others, developing formal educational or tr Organizing, Planning, and Prioritizing Work (imp:4.50 lvl:5.87) — Developing specific goals and plans to prioritize, organize, and accomplish your Working with Computers (imp:4.45 lvl:3.95) — Using computers and computer systems (including hardware and software) to progra Making Decisions and Solving Problems (imp:4.38 lvl:5.12) — Analyzing information and evaluating results to choose the best solution and sol Getting Information (imp:4.23 lvl:4.59) — Observing, receiving, and otherwise obtaining information from all relevant sour Analyzing Data or Information (imp:4.19 lvl:5.16) — Identifying the underlying principles, reasons, or facts of information by break Developing Objectives and Strategies (imp:4.16 lvl:4.72) — Establishing long-range objectives and specifying the strategies and actions to Coaching and Developing Others (imp:4.14 lvl:5.54) — Identifying the developmental needs of others and coaching, mentoring, or otherw Developing and Building Teams (imp:4.12 lvl:4.62) — Encouraging and building mutual trust, respect, and cooperation among team membe Updating and Using Relevant Knowledge (imp:4.06 lvl:5.33) — Keeping up-to-date technically and applying new knowledge to your job. Scheduling Work and Activities (imp:3.91 lvl:4.95) — Scheduling events, programs, and activities, as well as the work of others. Processing Information (imp:3.89 lvl:5.01) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Evaluating Information to Determine Compliance with Standards (imp:3.83 lvl:4.47) — Using relevant information and individual judgment to determine whether events o Providing Consultation and Advice to Others (imp:3.83 lvl:5.04) — Providing guidance and expert advice to management or other groups on technical, Interpreting the Meaning of Information for Others (imp:3.76 lvl:4.51) — Translating or explaining what information means and how it can be used. Thinking Creatively (imp:3.72 lvl:4.82) — Developing, designing, or creating new applications, ideas, relationships, syste Monitoring Processes, Materials, or Surroundings (imp:3.71 lvl:4.53) — Monitoring and reviewing information from materials, events, or the environment, Performing Administrative Activities (imp:3.71 lvl:4.33) — Performing day-to-day administrative tasks such as maintaining information files Identifying Objects, Actions, and Events (imp:3.69 lvl:4.26) — Identifying information by categorizing, estimating, recognizing differences or Documenting/Recording Information (imp:3.67 lvl:3.87) — Entering, transcribing, recording, storing, or maintaining information in writte Judging the Qualities of Objects, Services, or People (imp:3.60 lvl:4.18) — Assessing the value, importance, or quality of things or people. Guiding, Directing, and Motivating Subordinates (imp:3.44 lvl:4.38) — Providing guidance and direction to subordinates, including setting performance Coordinating the Work and Activities of Others (imp:3.31 lvl:4.45) — Getting members of a group to work together to accomplish tasks. Assisting and Caring for Others (imp:3.29 lvl:3.79) — Providing personal assistance, medical attention, emotional support, or other pe Monitoring and Controlling Resources (imp:3.26 lvl:3.75) — Monitoring and controlling resources and overseeing the spending of money. Communicating with People Outside the Organization (imp:3.23 lvl:4.46) — Communicating with people outside the organization, representing the organizatio Performing for or Working Directly with the Public (imp:3.22 lvl:3.73) — Performing for people or dealing directly with the public. This includes serving Resolving Conflicts and Negotiating with Others (imp:3.21 lvl:4.38) — Handling complaints, settling disputes, and resolving grievances and conflicts, Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:2.97 lvl:3.06) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Selling or Influencing Others (imp:2.40 lvl:3.11) — Convincing others to buy merchandise/goods or to otherwise change their minds or Inspecting Equipment, Structures, or Materials (imp:2.36 lvl:2.15) — Inspecting equipment, structures, or materials to identify the cause of errors o Staffing Organizational Units (imp:2.31 lvl:2.37) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Handling and Moving Objects (imp:2.11 lvl:2.45) — Using hands and arms in handling, installing, positioning, and moving materials, Performing General Physical Activities (imp:2.08 lvl:2.02) — Performing general physical activities includes doing activities that require co Operating Vehicles, Mechanized Devices, or Equipment (imp:1.67 lvl:1.12) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Controlling Machines and Processes (imp:1.50) — Using either control mechanisms or direct physical activity to operate machines Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.46) — Providing documentation, detailed instructions, drawings, or specifications to t Repairing and Maintaining Electronic Equipment (imp:1.39 lvl:0.78) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Repairing and Maintaining Mechanical Equipment (imp:1.30) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an --- WORK STYLES --- Dependability (imp:8.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Intellectual Curiosity (imp:7.00) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Cooperation (imp:6.00) — A tendency to be pleasant, helpful, and willing to assist others at work. Achievement Orientation (imp:5.00) — A tendency to establish and maintain personally challenging work-related goals, Empathy (imp:4.00) — A tendency to show concern for others and be sensitive to others' needs and feel Adaptability (imp:3.00) — A tendency to be open to and comfortable with change, new experiences, or ideas Innovation (imp:2.45) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Dependability (imp:2.41) — A tendency to be reliable, responsible, and consistent in meeting work-related o Cooperation (imp:2.34) — A tendency to be pleasant, helpful, and willing to assist others at work. Intellectual Curiosity (imp:2.33) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Adaptability (imp:2.30) — A tendency to be open to and comfortable with change, new experiences, or ideas Achievement Orientation (imp:2.14) — A tendency to establish and maintain personally challenging work-related goals, Leadership Orientation (imp:2.10) — A tendency to lead, take charge, offer opinions, and provide direction at work. Empathy (imp:2.10) — A tendency to show concern for others and be sensitive to others' needs and feel Innovation (imp:2.00) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Social Orientation (imp:1.92) — A tendency to seek out, enjoy, and be energized by social interaction at work. Self-Control (imp:1.91) — A tendency to remain calm and composed and to manage emotions effectively in res Attention to Detail (imp:1.86) — A tendency to be detail-oriented, organized, and thorough in completing work. Self-Confidence (imp:1.76) — A tendency to believe in one's work-related capabilities and ability to control Integrity (imp:1.60) — A tendency to be honest and ethical at work. Stress Tolerance (imp:1.58) — A tendency to cope and function effectively in stressful situations at work. Initiative (imp:1.44) — A tendency to be proactive and take on extra responsibilities and tasks that may Cautiousness (imp:1.32) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Perseverance (imp:1.23) — A tendency to exhibit determination and resolve to perform or complete tasks in Humility (imp:1.15) — A tendency to be modest and humble when interacting with others at work. Sincerity (imp:1.09) — A tendency to be genuine and sincere in interactions with others at work, withou Leadership Orientation (imp:1.00) — A tendency to lead, take charge, offer opinions, and provide direction at work. Tolerance for Ambiguity (imp:0.72) — A tendency to be comfortable with ambiguity and uncertainty at work. Optimism (imp:0.69) — A tendency to exhibit a positive attitude and positive emotions at work, even un Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work. Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in Humility () — A tendency to be modest and humble when interacting with others at work. Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work. Cautiousness () — A tendency to be careful, deliberate, and risk-avoidant when making work-related Attention to Detail () — A tendency to be detail-oriented, organized, and thorough in completing work. Integrity () — A tendency to be honest and ethical at work. Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work. Self-Control () — A tendency to remain calm and composed and to manage emotions effectively in res --- TRANSFERABLE SKILLS --- Instructing (imp:4.12 lvl:4.25) — Teaching others how to do something. Social Perceptiveness (imp:3.88 lvl:4.00) — Being aware of others' reactions and understanding why they react as they do. Coordination (imp:3.88 lvl:3.88) — Adjusting actions in relation to others' actions. Complex Problem Solving (imp:3.88 lvl:3.88) — Identifying complex problems and reviewing related information to develop and ev Judgment and Decision Making (imp:3.75 lvl:4.12) — Considering the relative costs and benefits of potential actions to choose the m Service Orientation (imp:3.62 lvl:3.62) — Actively looking for ways to help people. Time Management (imp:3.62 lvl:3.88) — Managing one's own time and the time of others. Persuasion (imp:3.25 lvl:3.38) — Persuading others to change their minds or behavior. Systems Analysis (imp:3.25 lvl:3.75) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:3.25 lvl:3.88) — Identifying measures or indicators of system performance and the actions needed Negotiation (imp:3.12 lvl:3.38) — Bringing others together and trying to reconcile differences. Management of Personnel Resources (imp:3.12 lvl:3.38) — Motivating, developing, and directing people as they work, identifying the best Management of Material Resources (imp:2.50 lvl:2.50) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Management of Financial Resources (imp:2.25 lvl:2.38) — Determining how money will be spent to get the work done, and accounting for the Operations Analysis (imp:2.00 lvl:1.50) — Analyzing needs and product requirements to create a design. Quality Control Analysis (imp:1.88 lvl:1.50) — Conducting tests and inspections of products, services, or processes to evaluate Technology Design (imp:1.75 lvl:0.75) — Generating or adapting equipment and technology to serve user needs. Programming (imp:1.62 lvl:0.62) — Writing computer programs for various purposes. Operations Monitoring (imp:1.62 lvl:1.25) — Watching gauges, dials, or other indicators to make sure a machine is working pr Troubleshooting (imp:1.50 lvl:0.50) — Determining causes of operating errors and deciding what to do about it. Equipment Selection (imp:1.12 lvl:0.12) — Determining the kind of tools and equipment needed to do a job. Installation (imp:1.00) — Installing equipment, machines, wiring, or programs to meet specifications. Operation and Control (imp:1.00) — Controlling operations of equipment or systems. Equipment Maintenance (imp:1.00) — Performing routine maintenance on equipment and determining when and what kind o Repairing (imp:1.00) — Repairing machines or systems using the needed tools.
--- NATIONAL WAGES --- total_employment : 227,760 annual_median : $77,440 annual_pct10 : $47,980 annual_pct25 : $60,780 annual_pct75 : $98,820 annual_pct90 : $121,670 annual_mean : $80,920 hourly_median : $37.23 --- GEOGRAPHIC DISPERSION --- highest_state : District of Columbia ($105,990) lowest_state : Puerto Rico ($35,250) dispersion_ratio : 3.007x --- TOP STATES BY WAGE (54 total) --- Educational Services emp: 184,680 median: $ 77,710 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 15,080 median: $ 89,920 Health Care and Social Assistance emp: 11,830 median: $ 60,910 Other Services (except Public Administration) emp: 3,760 median: $ 65,080 Professional, Scientific, and Technical Services emp: 3,100 median: $ 79,610 Arts, Entertainment, and Recreation emp: 2,570 median: $ 56,840 Information emp: 2,050 median: $ 80,160 Management of Companies and Enterprises emp: 1,500 median: $ 75,780 Wholesale Trade emp: 400 median: $ 81,690 Finance and Insurance emp: 340 median: $ 93,630 --- TOP INDUSTRIES BY EMPLOYMENT (13 total) --- Educational Services emp: 184,680 median: $ 77,710 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 15,080 median: $ 89,920 Health Care and Social Assistance emp: 11,830 median: $ 60,910 Other Services (except Public Administration) emp: 3,760 median: $ 65,080 Professional, Scientific, and Technical Services emp: 3,100 median: $ 79,610 Arts, Entertainment, and Recreation emp: 2,570 median: $ 56,840 Information emp: 2,050 median: $ 80,160 Management of Companies and Enterprises emp: 1,500 median: $ 75,780 Wholesale Trade emp: 400 median: $ 81,690 Finance and Insurance emp: 340 median: $ 93,630
exact_match_status : found matched_title : Instructional design match_score : 0.7391 wikidata_qid : Q667334 word_count : 2,831 wikipedia_url : https://en.wikipedia.org/wiki/Instructional_design license : CC BY-SA 4.0 fetched_at : 2026-06-02T21:17:38.001878Z --- WIKIPEDIA FULL TEXT --- 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. Learning theories also play an important role in the design of instructional materials. Theories such as behaviorism, constructivism, social learning, and cognitivism help shape and define the outcome of instructional materials.There are numerous instructional design models, but many are based on the ADDIE model with its five phases: analysis, design, development, implementation, and evaluation. == History == === Origins === As a field, instructional design is historically and traditionally rooted in cognitive and behavioral psychology, though recently constructivism has influenced thinking in the field. This development coincided with a time when the behaviorist paradigm was prevalent in American psychology. There are also those who cite that, aside from behaviorist psychology, the origin of the concept could be traced back to systems engineering. While the impact of each of these fields is difficult to quantify, it is argued that the language and the "look and feel" of the early forms of instructional design and their progeny were derived from this engineering discipline. Specifically, they were linked to the training development model used by the U.S. military, which were based on systems approach and was explained as "the idea of viewing a problem or situation in its entirety with all its ramifications, with all its interior interactions, with all its exterior connections and with full cognizance of its place in its context." The role of systems engineering in the early development of instructional design was demonstrated during World War II when a considerable amount of training materials for the military were developed based on the principles of instruction, learning, and human behavior. Tests for assessing a learner's abilities were used to screen candidates for the training programs. After the success of military training, psychologists began to view training as a system and developed various analysis, design, and evaluation procedures. In 1946, Edgar Dale outlined a hierarchy of instructional methods, organized intuitively by their concreteness. The framework first migrated to the industrial sector to train workers before it finally found its way to the education field. === 1950s === In 1954, B. F. Skinner suggested that effective instructional materials, called programmed instructional materials, should include small steps, frequent questions, and immediate feedback; and should allow self-pacing. Robert F. Mager popularized the use of learning objectives. The article describes how to write objectives including desired behavior, learning condition, and assessment. In 1956, a committee led by Benjamin Bloom published an influential taxonomy with three domains of learning: cognitive (what one knows or thinks), psychomotor (what one does, physically) and affective (what one feels, or what attitudes one has). Bloom's taxonomy still influences the design of instruction. === 1960s === Robert Glaser introduced "criterion-referenced measures" in 1962. In contrast to norm-referenced tests in which an individual's performance is compared to group performance, a criterion-referenced test is designed to test an individual's behavior in relation to an objective standard. It can be used to assess the learners' entry level behavior, and to what extent learners have developed mastery through an instructional program. In 1965, Robert Gagné described three domains of learning outcomes (cognitive, affective, psychomotor), five l(verbal information, intellectual skills, cognitive strategy, attitude, motor skills), and nine events of instruction in the conditions of learning, which remain foundations of instructional design practices. Gagne's work in learning hierarchies and hierarchical analysis led to an important notion in instruction – to ensure that learners acquire prerequisite skills before attempting superordinate ones. In 1967, after analyzing the failure of training material, Michael Scriven suggested the need for formative assessment – e.g., to try out instructional materials with learners (and revise accordingly) before declaring them finalized. === 1970s === During the 1970s, the number of instructional design models greatly increased and prospered in different sectors in military, academia, and industry. Many instructional design theorists began to adopt an information-processing-based approach to the design of instruction. David Merrill for instance developed Component Display Theory (CDT), which concentrates on the means of presenting instructional materials (presentation techniques). === 1980s === Although interest in instructional design continued to be strong in business and the military, there was little evolution of ID in schools or higher education. However, educators and researchers began to consider how the personal computer could be used in a learning environment or a learning space. PLATO is one example of how computers began to be integrated into instruction. Many of the first uses of computers in the classroom were for "drill and skill" exercises. There was a growing interest in how cognitive psychology could be applied to instructional design. === 1990s === During the 1990s, performance improvement also emerged as a key goal in the design process. The rise of the Internet introduced new tools for online learning, which were seen as effective for supporting learning. As both technology and constructivist theory evolved, classroom practices shifted—from basic drill-and-practice methods to more interactive, cognitively demanding activities. By the late 1990s and early 2000s, the term learning design entered the field of educational technology. It reflected the idea that designers and instructors should choose an appropriate blend of behaviorist and constructivist strategies for their online courses. However, the underlying concept of designing for learning is likely as old as teaching itself. One definition describes learning design as “the description of the teaching-learning process that takes place in a unit of learning (e.g., a course, a lesson, or any other structured learning event).” === 2000–2010 === In 2008, the Association for Educational Communications and Technology changed the definition of educational technology to "the study and ethical practice of facilitating learning and improving performance by creating, using, and managing appropriate technological processes and resources". === 2010–2020 === Academic degrees focused on integrating technology, internet, and human–computer interaction with education gained momentum with the introduction of Learning Design and Technology (LDT) majors. Universities such as Bowling Green State University, Pennsylvania State University, Purdue, San Diego State University, Stanford, Harvard University of Georgia, California State University, Fullerton, and Carnegie Mellon University have established undergraduate and graduate degrees in technology-centered methods of designing and delivering education. Informal learning became an area of growing importance in instructional design, particularly in the workplace. A 2014 study showed that formal training makes up only 4 percent of the 505 hours per year an average employee spends learning. It also found that the learning output of i --- SEMANTIC NEIGHBORS (5) --- Title: List of monastic houses in Ireland (similarity: 0.3667) URL: https://en.wikipedia.org/wiki/List_of_monastic_houses_in_Ireland QID: Q6604720 Extract: This is a list of the abbeys, priories, friaries and other monastic religious houses in Ireland. Title: List of places of worship in Brighton and Hove (similarity: 0.2500) URL: https://en.wikipedia.org/wiki/List_of_places_of_worship_in_Brighton_and_Hove QID: Q6633968 Extract: The city of Brighton and Hove, on the south coast of England, has more than 100 extant churches and other places of worship, which serve a variety of Christian denominations and other religions. More than 50 former religious buildings, although still in existence, are no longer used for their origin Title: Association for Supervision and Curriculum Development (similarity: 0.2750) URL: https://en.wikipedia.org/wiki/Association_for_Supervision_and_Curriculum_Development QID: Q4809523 Extract: ASCD, formerly known as the Association for Supervision and Curriculum Development, is an education non-profit organization founded in 1943. It has more than 125,000 members from more than 128 countries, including superintendents, principals, teachers, professors of education, and other educators. T Title: Department of Education (Queensland) (similarity: 0.3226) URL: https://en.wikipedia.org/wiki/Department_of_Education_(Queensland) QID: Q5260277 Extract: The Department of Education is a ministerial department of the Queensland Government responsible for the administration and quality of education in Queensland, Australia. The department is composed of two separate portfolios, Education Queensland and Early Childhood Education and Care (ECEC). The de Title: BSCS Science Learning (similarity: 0.0851) URL: https://en.wikipedia.org/wiki/BSCS_Science_Learning QID: Q4914967 Extract: BSCS Science Learning, formerly known as Biological Sciences Curriculum Study (BSCS), is an educational center that develops curricular materials, provides educational support, and conducts research and evaluation in the fields of science and technology. It was formed in 1958, and became an independ
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Strong confidence supported by comprehensive O*NET data, clear wage information from BLS OEWS May 2025, well-defined job tasks, and robust related occupation mappings. The Wikipedia match provides additional validation of the role's core functions.
inferred_at : 2026-06-03T17:46:30.510678+00:00
tokens_input : 4,746
tokens_output : 4,099
cost_usd : $0.044974
wikipedia_used : True
wikipedia_title : Instructional design
wikipedia_note : The Wikipedia match for 'Instructional design' aligns well with the occupation's focus on systematically designing and developing instructional materials and experiences. This confirms the role's emphasis on structured curriculum development and educational technology integration.
--- PROSE FIELDS ---
ROLE SUMMARY:
Instructional Coordinators develop educational materials, coordinate academic content, and train educators to improve teaching effectiveness across educational institutions. They serve as the bridge between curriculum standards and classroom implementation, ensuring educational programs meet quality benchmarks and incorporate current pedagogical practices. These professionals combine deep educational expertise with leadership skills to guide curriculum development and support teacher professional development.
DAY IN THE LIFE:
Instructional Coordinators begin their day by reviewing curriculum standards and observing teaching staff to evaluate performance and recommend improvements to strengthen teaching skills. They conduct teacher training programs and workshops focused on new classroom procedures and instructional materials, working closely with educators to implement best practices. Much of their time involves researching and evaluating curricula, preparing recommendations on instructional methods, and coordinating activities of staff engaged in cataloging and maintaining educational materials. They regularly prepare grant proposals and budgets while addressing public audiences to explain program objectives and garner support. Their work requires extensive computer use for developing digital materials and analyzing educational data to inform decision-making.
WHO THRIVES:
Successful Instructional Coordinators possess exceptional written and oral communication abilities, with the capacity to clearly articulate complex educational concepts to diverse audiences. They demonstrate strong social and enterprising orientations, excelling at building relationships with educators, administrators, and community stakeholders while leading curriculum initiatives. These professionals exhibit high intellectual curiosity and dependability, continuously seeking innovative approaches to education while maintaining consistent program quality. They thrive on complex problem-solving and possess the analytical skills needed to evaluate educational effectiveness and implement data-driven improvements.
CAREER ENTRY:
Most Instructional Coordinators hold master's degrees (59.8%), with many having bachelor's degrees (24.8%) and some pursuing post-master's certificates (10.8%) according to education distribution data. Entry typically requires extensive preparation through Job Zone 5 requirements, including several years of classroom teaching experience and specialized training in curriculum development. Many begin as teachers before transitioning into curriculum roles, developing expertise in educational assessment, instructional design, and teacher training methodologies.
CAREER TRAJECTORY:
Instructional Coordinators can advance to senior curriculum leadership roles, educational consulting positions, or administrative positions such as Training and Development Managers. The role serves as a pathway to district-level curriculum director positions, educational technology leadership, or specialized roles in educational publishing and corporate training. Many transition into higher education as Education Teachers at the postsecondary level or move into policy development within state education departments.
MARKET INTELLIGENCE:
According to BLS OEWS May 2025 data, Instructional Coordinators earn a median annual salary of $77,440, with employment of 227,760 professionals nationwide and a salary range from $47,980 to $121,670. Geographic wage variation is significant, with the District of Columbia offering the highest wages at $105,990 compared to Puerto Rico's $35,250, creating a 3.01x ratio difference. Educational Services employs the vast majority with 184,680 positions, followed by government sectors with 15,080 and healthcare with 11,830 positions. The field shows strong demand driven by ongoing educational reform initiatives and the integration of technology in learning environments.
AUTOMATION OUTLOOK:
Instructional Coordinators face moderate automation risk as their work heavily emphasizes relationship-building, complex problem-solving, and creative curriculum design that requires human judgment. While some administrative tasks like scheduling and data analysis may become automated, the core functions of teacher coaching, stakeholder communication, and educational innovation remain distinctly human-centered activities that resist technological replacement.
--- REASONED EDGES ---
[skill_overlap] Training and Development Specialists (13-1151.00) — confidence:high
reasoning: Both roles share high importance in Learning Strategies (4.2) and Training and Teaching Others activities, with similar focus on professional development.
data: Learning Strategies importance 4.2
data: Training and Teaching Others importance 4.5
[knowledge_overlap] Education Teachers, Postsecondary (25-1081.00) — confidence:high
reasoning: Shared emphasis on Education and Training knowledge (importance 4.8) and similar English Language proficiency requirements.
data: Education and Training knowledge importance 4.8
data: English Language knowledge importance 4.3
[career_pathway] Training and Development Managers (11-3131.00) — confidence:medium
reasoning: Management roles represent natural advancement from coordinator positions, sharing Administration and Management knowledge base.
data: Administration and Management knowledge importance 3.8
data: Job Zone 5 extensive preparation
[riasec_cluster] Elementary School Teachers, Except Special Education (25-2021.00) — confidence:high
reasoning: Both roles exhibit strong Social orientation (6.16) with focus on teaching, relationship building, and educational service.
data: RIASEC Social score 6.16
data: Establishing and Maintaining Interpersonal Relationships importance 4.6
[task_similarity] Educational, Guidance, and Career Counselors and Advisors (21-1012.00) — confidence:medium
reasoning: Both roles involve advising students and coordinating educational programs with emphasis on Social Perceptiveness skills.
data: Advise and teach students task
data: Social Perceptiveness transferable skill importance 3.9
--- NORMALIZER SIGNALS ---
match_keywords : ['instructional coordinator', 'curriculum coordinator', 'curriculum developer', 'curriculum specialist', 'course developer', 'curriculum director', 'instructional designer', 'curriculum manager']
exclude_keywords : ['teacher', 'principal', 'superintendent', 'counselor', 'librarian']
title_patterns : ['curriculum', 'instructional', 'course development', 'educational coordination', 'curriculum design']
common_variations: ['curriculum coordinator', 'instructional coordinator', 'curriculum specialist', 'curriculum developer', 'course developer', 'curriculum director', 'instructional designer', 'curriculum manager']
total_terms : 40 top_words : ['instructional', 'design', 'learning', 'materials', 'tendency', 'educational', 'others', 'model', 'equipment', 'instruction', 'performance', 'technology', 'development', 'teaching', 'activities', 'curriculum', 'principles', 'programs', 'needs', 'teacher'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── instructional 96 0.02212 wikipedia wikipedia:60% onet_tasks:16% inference:12% design 70 0.01613 wikipedia wikipedia:81% onet_dimensions:9% onet_tasks:6% learning 66 0.01521 wikipedia wikipedia:82% onet_tasks:8% onet_dimensions:6% materials 48 0.01106 wikipedia wikipedia:33% onet_dimensions:21% dwas:19% tendency 42 0.00968 onet_dimensions onet_dimensions:100% educational 40 0.00922 inference inference:40% dwas:22% wikipedia:20% others 39 0.00899 onet_dimensions onet_dimensions:97% dwas:3% model 38 0.00876 wikipedia wikipedia:100% equipment 30 0.00691 onet_dimensions onet_dimensions:77% onet_tasks:17% dwas:7% instruction 30 0.00691 wikipedia wikipedia:87% onet_tasks:10% onet_dimensions:3% performance 28 0.00645 wikipedia wikipedia:50% onet_dimensions:25% onet_tasks:18% technology 24 0.00553 wikipedia wikipedia:42% onet_tasks:17% onet_dimensions:17% development 21 0.00484 wikipedia wikipedia:57% inference:29% onet_tasks:14% teaching 18 0.00415 onet_tasks onet_tasks:28% onet_dimensions:28% inference:22% activities 18 0.00415 onet_dimensions onet_dimensions:50% wikipedia:28% inference:11% curriculum 18 0.00415 inference inference:56% wikipedia:22% onet_tasks:17% principles 18 0.00415 onet_dimensions onet_dimensions:89% wikipedia:11% programs 16 0.00369 dwas dwas:38% onet_dimensions:25% onet_tasks:19% needs 16 0.00369 onet_dimensions onet_dimensions:50% dwas:25% onet_tasks:12% teacher 15 0.00346 wikipedia wikipedia:67% inference:27% onet_tasks:7% learners 14 0.00323 wikipedia wikipedia:93% onet_tasks:7% problem 14 0.00323 onet_dimensions onet_dimensions:50% wikipedia:36% inference:14% includes 14 0.00323 onet_dimensions onet_dimensions:86% wikipedia:14% developing 14 0.00323 onet_dimensions onet_dimensions:57% wikipedia:21% inference:21% objectives 13 0.00299 wikipedia wikipedia:54% onet_tasks:15% onet_dimensions:15% human 13 0.00299 onet_dimensions onet_dimensions:54% wikipedia:31% inference:15% events 13 0.00299 onet_dimensions onet_dimensions:62% wikipedia:38% control 13 0.00299 onet_dimensions onet_dimensions:92% wikipedia:8% analysis 13 0.00299 wikipedia wikipedia:62% onet_dimensions:31% inference:8% objects 13 0.00299 onet_dimensions onet_dimensions:92% wikipedia:8% procedures 12 0.00277 onet_dimensions onet_dimensions:67% onet_tasks:17% wikipedia:8% standards 12 0.00277 onet_dimensions onet_dimensions:67% onet_tasks:17% inference:17% behavior 12 0.00277 wikipedia wikipedia:67% onet_dimensions:25% dwas:8% motivation 12 0.00277 wikipedia wikipedia:92% onet_dimensions:8% social 11 0.00253 onet_dimensions onet_dimensions:45% wikipedia:36% onet_tasks:9% research 11 0.00253 wikipedia wikipedia:45% onet_tasks:27% dwas:18% effectiveness 11 0.00253 dwas dwas:45% onet_tasks:36% inference:18% problems 11 0.00253 onet_dimensions onet_dimensions:82% wikipedia:18% resources 11 0.00253 onet_dimensions onet_dimensions:82% wikipedia:18% techniques 11 0.00253 onet_dimensions onet_dimensions:91% wikipedia:9%