BRAINSTORMING BEST PRACTICES GUIDE. 1 / Brainstorming Best Practices Guide

Size: px
Start display at page:

Download "BRAINSTORMING BEST PRACTICES GUIDE. 1 / Brainstorming Best Practices Guide"

Transcription

1 BRAINSTORMING BEST PRACTICES GUIDE 1 / Brainstorming Best Practices Guide

2 Brainstorming can be an effective technique for creative problem solving when used properly. However, it s not the best approach for all ideation attempts and can be ineffective without understanding the limitations and challenges associated with brainstorming. Who This Guide is Written for Anyone who facilitates brainstorming sessions, or leads a group to come up with ideas. This guide will help you understand: Brainstorming process and theory How to facilitate brainstorming Potential issues to avoid when brainstorming Two best practices to get the most out of brainstorming About Soapbox SoapBox provides idea software that makes it straightforward for organizations to give employees a voice. Whether your focus is on collecting feedback, or soliciting ideas, we make it easier to act on employee input that drives real business value. Our clients include: Anthem, Bank of Montreal and Coca-Cola. Visit soapboxhq.com to learn more.

3 Table of Contents The origin of brainstorming The theory behind brainstorming Techniques for facilitating brainstorming Individual brainstorming Group brainstorming Criticisms of brainstorming Brainstorming produces fewer ideas Debate does not inhibit creativity, it increases it People aren t very good at free association Is brainstorming worth the effort? Two best practices to get the most out of brainstorming Get the question right Ideate individually, refine as a group Annotated Bibliography

4 The origin of brainstorming In the 1940 s and 50 s, BBDO was considered the most innovative firm on Madison Avenue. At the time, one of its executives, Alex Osborn, published a book called Applied Imagination. In it, Osborn introduced brainstorming as one of the ways he was able to generate many creative ideas as part of a group. This context is relevant because it illustrates that brainstorming, the now widely adopted technique, comes from experience and not research. In fact, most research shows that brainstorming (if you measure it by the sheer number of creative ideas) is less effective than individuals coming up with ideas on their own. However, as we ll cover later, brainstorming is better viewed as a technique for improving the quality (not quantity) of ideas. Furthermore, brainstorming can help a team bond and solve problems in an effective way that increases commitment to the most important step: implementing the idea so that real innovation can take place. So perhaps the biggest take away is: don t rely on brainstorming to solicit ideas. An employee idea program can do that. Instead, view it as part of an idea management strategy and process within your organization. While an employee suggestion box focuses just on getting the ideas, an idea management program looks at the entire process from getting ideas, to building on and improving ideas, to evaluation and implementation, and measuring the impact of the innovation. Don t rely on brainstorming to solicit ideas. Instead, use brainstorming to refine and improve the quality of ideas. 1 / Brainstorming Best Practices Guide

5 The basic theory and process behind brainstorming The core belief of brainstorming is that for problem solving, getting as many ideas for solutions as possible increases the chances of finding the best solution. To begin, ideas are shared in an environment where criticism and debate are suspended. There are two reasons for this. One, brainstorming advocates believe that seeing or hearing others ideas will prompt new ideas. Two, suspending criticism and debate makes it safe to share and prevents self-editing or withholding of ideas. Wild ideas add new perspectives to the pool of ideas. The next stage is a process of combining and improving on ideas. It s at this stage that criticism or debate should be introduced. For example: is it a feasible idea to implement? It s likely that the discussion will create new ideas or combine ideas. It s the introduction of constraints at this stage that may produce additional creativity and facilitate coming up with a better quality idea that everyone has buy-in for. Most criticisms of brainstorming ignore this key stage as an important part of the process. It s here that the real value of brainstorming is realized. The core belief of brainstorming is that getting as many ideas as possible for a solution increases the chances of finding the best solution. Finally, don t forget the last (and crucial step) of making a decision and assigning accountability to implement the solution and the timelines for accomplishing it. The group may need to come together for additional meetings to work through new constraints that are identified. QUICK SUMMARY OF THE BASIC BRAINSTORMING PROCESS: 1. Come up with as many ideas as possible 2. Withhold criticism and welcome wild ideas 3. Refine ideas by building on them, combining and improving them 4. Make a decision, assign accountability and establish a timeline for implementing the solution 2 / Brainstorming Best Practices Guide

6 Techniques for facilitating brainstorming INDIVIDUAL BRAINSTORMING The methods listed below are useful when ideating individually. If you re facilitating a group session, they are also useful to help brainstorming members find angles to come up with new, novel ideas. We re highly susceptible to context and prompting so use more than one method to get a variety of ideas. Coming up with ideas as individuals will produce more ideas and more creative ideas. Map out the process: You know your starting point and what solving the problem looks like. Writing out the various steps involved in getting from point a to point b may open up new, more specific areas to focus ideation on. Changing Your Attributes: Try to imagine yourself as someone else and how they might solve the problem, or give yourself different characteristics that might help you solve the problem. How would I solve this if I was the owner of the company? How would I solve this if I was the customer? Mind Mapping: Starting with the main goal or objective in the middle, connect ideas to this main objective and then look to the next level. If you look at those ideas, what connections can you draw out from there? Medici Effect Storming: The Medici Effect describes how ideas might not be obviously related, but if you can identify parallels, you may find things that are useful. One good example of this is Blue Ocean Strategy, where looking at similar, but not directly related industries, may offer ideas for business strategy that differentiates yourself from the competition. Blind Writing: This is an attempt to let your mind wander to come up with ideas. The rule is to start and continue writing or doodling for a defined time (10 min or so). You must continue writing, even if it s to say you have no ideas. 3 / Brainstorming Best Practices Guide

7 Reverse Storming: This approach takes the opposite stance to solving your problem. Instead of trying to come up with ideas to solve the problem, work on identifying ideas that would prevent you from solving the problem. Coming up with and understanding these ideas may help you figure out more original ways to solve your problem. Question Brainstorming: This process involves brainstorming questions and not answers. Finding answers to the questions could be the work of future or subsequent sessions. GROUP BRAINSTORMING These techniques are intended to help with pulling out better ideas via a collaborative process. By building on each other s ideas, reviewing and voting, the end result is a better solution. The other benefit is that group ideation helps build buy-in for later execution that will require participation. If people feel like they played a role in defining the problem and coming up with ideas, they re more likely to feel committed to the ultimate solution. Working through ideas as a group will help improve the quality of the ideas and helps with buy-in. Nominal Group Technique: Brainstorming members write down their ideas anonymously. The facilitator collects the ideas and then everyone votes on the ideas. The top ideas (most voted on) may go back to the group or subgroups for further ideation and a presentation back to the group. Group Passing Technique: Here someone contributes an idea and then passes it to the next person in the group who adds their thoughts to the idea and then passes it to the next member of the group. Each person adds their thought to the original idea. Once this is complete, the next person submits their individual idea and that is passed around for further thought. Once everyone has submitted an idea and everyone has provided a thought to each of these, you have a thorough list of ideas that have been elaborated on. 4 / Brainstorming Best Practices Guide

8 Team Idea Mapping Method: Similar to the nominal technique, brainstorming members write down their ideas. What differs is the process for evaluating ideas. Instead of voting, ideas are grouped into themes. This facilitates the group getting to a better shared understanding of the problem and potential approaches. New ideas may also arise through association. Once all the ideas are mapped out, evaluation and voting of ideas can begin. Directed Brainstorming: Similar to the group passing technique, this process starts with someone writing down a single idea. That idea is passed onto the next individual. Instead of adding a thought to the idea, the request is to improve the idea. This technique is effective when the evaluation criteria for evaluating ideas are known in advance (cost, time, impact to resources, desired outcome). 5 / Brainstorming Best Practices Guide

9 Criticisms of Brainstorming 1. BRAINSTORMING PRODUCES FEWER IDEAS There s a good deal of research demonstrating that groups do not produce more ideas than individuals. The first real test of Osborn s brainstorming technique was done at Yale University 1. Forty-eight individuals were divided into groups and given a series of creative puzzles. The groups were told to follow Osborn s guidelines. As a control sample, the same puzzles were given to 48 individuals working on their own. The solo students came up with about twice as many solutions as the brainstorming groups. In addition, a panel of judges said their solutions were more feasible and effective. Since then, numerous follow up studies have come to the same conclusion. Solo students came up with about twice as many solutions as the brainstorming groups. Why is this? Understanding the following challenges are key to leveraging brainstorming effectively. Blocking: Since only one person can contribute at a time, some people may forget their idea while they re listening to someone else explain their idea or listening to the discussion that follows. Collaborative Fixation: It s a collaborative exercise so the tendency is for ideas to follow a similar pattern. The first idea generates further similar ideas and therefore people are influenced by the ideas that preceded theirs. Evaluation Apprehension: Some people may not contribute as effectively because they fear judgement, or they may want to think further on their idea before contributing, which is counter to the spirit of brainstorming. Free Riding / Accountability: When someone believes their idea will be judged individually, it was demonstrated that they worked harder on coming up with ideas than when they were told it would be pooled 6 / Brainstorming Best Practices Guide

10 into a group of ideas and then evaluated. So if an individual feels like there s a good amount of ideas coming from the group, they may feel like they re less accountable for contributing. Personality Characteristics: Extroverts outperform introverts in group sessions and this is where group-think can become a big part of the issue. The loudest person dominates the conversation and others don t feel comfortable asserting their own ideas. Recent studies indicate that between 33% and 50% of the population are introverts. Social Matching: Some people may alter their output to match that of others in the group. 2. DEBATE DOES NOT INHIBIT CREATIVITY, IT INCREASES IT Not criticizing or debating ideas is considered one of the most important elements for good brainstorming. However, studies have shown that debate and criticism doesn t inhibit ideas, but actually increases creativity. There s some wisdom in the cliche that ingenuity is born out of necessity and that constraints are what produces break-out creativity. As an example, cash strapped and resource poor, startups need to find innovative ways to create value, get work done and take their offerings to market. In 2003, Charlan Nemeth from the University of California, Berkeley took 265 students into teams of five. All the teams were asked to solve the same problem: how to reduce traffic congestion in San Francisco. One set of teams got the standard brainstorming framework to come up with ideas. The second team was told to come up with ideas with no further direction. The last group was told that research demonstrated debate and criticism were an important part of coming up with good ideas and were encouraged to debate. The brainstorming groups slightly outperformed the groups given no instructions, but teams that debated performed best. On average, they generated nearly 25% more ideas. After the initial group ideation Teams that debated produced nearly 25% more ideas than brainstorming groups. 7 / Brainstorming Best Practices Guide

11 session, researchers asked each student individually if they had any more ideas about improving traffic. The brainstormers and the people given no guidelines produced an average of three additional ideas, while the debaters produced seven PEOPLE AREN T VERY GOOD AT FREE ASSOCIATION Another criticism of brainstorming is that people aren t very good at free association. Meaning, people do best when they build on ideas vs. having to come up with new novel ideas on their own. We re all highly susceptible to suggestion and context. It s something covered at length in the book Blink by Malcolm Gladwell. People do best when they build on ideas vs. having to come up with new novel ideas. on their own. In another study conducted by Charlan Nemeth, she found that with no prompting, creativity was very predictable, but when subjects were presented with an unusual context first, creativity was much improved. In the 1960s, two psychologists, David Palermo and James Jenkins, created a huge table of word associations based on the first thoughts that come to mind when people are asked to reflect on a particular word. They discovered that the majority of these associations were very predictable. For example, when people are asked to free-associate about the word blue, the most common first answer is green, followed by sky and ocean. 1 Nemeth s experiment devised a way of getting beyond the first associations to more creative thoughts. In the experiment, pairs of subjects were shown colored slides and asked to identify the colors. In some pairs, one of the subjects was a lab assistant instructed to give the wrong answer. After a few minutes, the pairs were asked to freeassociate about the colors they had seen. Those exposed to wrong answers came up with associations that were more creative. Now blue prompted jazz and berry pie. So brainstorming is likely to produce more original ideas with context and other conflicting viewpoints than open, non-critical free-association, which may yield predictable responses. 8 / Brainstorming Best Practices Guide

12 Is brainstorming worth the effort? It is. The issue with the studies is that they isolate one variable and focus on that. They don t capture how creativity actually happens in the work environment. There, we pass seamlessly from individual to group work all the time. Like it or not, the trajectory for several decades is towards more creative work being done in teams vs. individuals. So it s also a necessity to work on the optimal way to do it. Rather than viewing research as a condemnation of brainstorming, it provides good insights into some of the pitfalls and suggests possible ways to improve on the process. 9 / Brainstorming Best Practices Guide

13 Two best practices to get the most out of brainstorming FIRST, INVEST THE TIME AND EFFORT TO FIND THE RIGHT QUESTION Asking the right question gets much better answers. This is easier said than done, but time and again evidence shows that asking the right question(s) gets much better answers. Mihaly Csikszentmihalyi studied how Nobel laureates and other creative people achieved their breakthroughs and discovered something interesting. Once they asked themselves the right question, their ideas flowed rapidly. How do you come up with the right question? One approach comes from Kevin Coyne, Patricia Gorman Clifford and Renée Dye, Breakthrough Thinking From Inside the Box 2. It points to the importance of leveraging the right context and not being too open ended or too defined. One method for doing this is to reverse engineer similar innovations and ask yourself, What question would have caused me to see this opportunity first? and then using that question (or series of questions) for your brainstorming activity. Another method involves breaking a problem or question into multiple objectives. There s a good academic paper written by Ralph L. Keeney titled Value-Focused Brainstorming 3. In it, he uses IDEO (a renowned design and innovation consulting firm) as an example of how to break down a brainstorming exercise into key objectives. David Kelley, the founder of IDEO, wanted to design a product that would enable cyclists to transport and drink coffee while they were riding. A couple of ways to describe what they wanted to design were: spill-proof coffee cup lids, or bicycle cup holders. But a much better description is the following objective: helping bike commuters to drink coffee without spilling it or burning their tongues. Keeney likes this statement because it clearly lays out IDEO s objectives to help bike commuters 1) drink coffee, 2) avoid spills, 3) not burn their tongues. He even contributes a few objectives 10 / Brainstorming Best Practices Guide

14 of his own: avoid distractions while biking, don t contribute to accidents, keep the coffee hot and minimize costs. Going into that much detail before brainstorming about ways to design the cup holder makes IDEO much more likely to succeed. A last idea on how to accomplish this is by leveraging the questioning brainstorming technique described above. Where the first exercise isn t jumping into problem solving mode, but problem discovery mode. Einstein was reported to have said, If I were given an hour in which to do a problem upon which my life depended, I would spend 40 minutes studying it, 15 minutes reviewing it and 5 minutes solving it. Make sure you do the same for your brainstorming initiative. The up front effort will result in far better ideas. SECOND, IDEATE INDIVIDUALLY BEFORE AND AFTER BRAINSTORMING AND DO MORE THAN ONE BRAINSTORMING SESSION Research is clear. When it comes to getting a quantity of ideas and a large variety of ideas, ideating on your own is better. So provide an opportunity for this in your brainstorming efforts. Save the group activity for discussion of ideas that will lead to further improvements, combining of ideas, etc. The discussion is important and the reason that brainstorming can be such a powerful technique for ideation. Andrew Hargadon s How Breakthroughs Happen 4 shows that creativity occurs when people find ways to build on existing ideas. The power of group brainstorming comes from creating a safe place where people with different ideas can share, blend, and extend their diverse knowledge. If your goal is to just collect the creative ideas that are out there, group brainstorms fall short of their potential. Another key characteristic of problem solving is that it works best when people have time to think on the problem. In Where Do Good Ideas Come From 5, Steven Johnson researches the common patterns for environments for generating good ideas. One of the key observations is what he calls the slow hunch. Most great ideas never come in a Eureka moment, but can take a long time to evolve and are often the result of combining hunches or ideas. 11 / Brainstorming Best Practices Guide

15 The process of having time to ideate individually, come together as a group and discuss and then have time for individual reflection is what will lead to the best ideas. Ultimately, repeating the process several times is the way most organizations will find their best innovations. Idea software is something that can aid in facilitating this in a less formal way. Idea software allows for individual ideation, sharing of ideas and comments and voting so that the debate and criticism happens, but allows people to reflect afterwards and continue adding to the idea. It s only when the idea has had sufficient time to be built into a good idea that it s moved forward for evaluation. 12 / Brainstorming Best Practices Guide

16 Annotated Bibliography 1. Lehrer, J. (2012). Groupthink. The Brainstorming Myth. The New Yorker. A comprehensive editorial article written on the criticisms of brainstorming and the dangers of groupthink. 2. Coyne K., Gorman Clifford P., Dye R. Breakthrough Thinking From Inside the Box. (2007). Harvard Business Review. The authors were part of a team at McKinsey s strategy practice that developed an approach to brainstorming to help come up with breakthrough ideas. 3. Keeney, R. Value Focused Brainstorming. (2012) Fuqua School of Business, Duke University. To enhance the quality and innovativeness of the created alternatives, value-focused brainstorming incorporates two features of value-focused thinking into the traditional brainstorming procedures. 4. Hargadon, A. (2003). How Breakthroughs Happen. The Surprising Truth About How Companies Innovate. Harvard Business Review Press Book. Breakthroughs are the result of occupying a unique position in a networked landscape across which ideas, people, and artifacts travel and recombine in new ways. 5. Johnsons, S. (2011). Where Do Good Ideas Come From? The Natural History of Innovation. Riverhead Books. Identifies seven key patterns behind genuine innovation, and traces them across time and disciplines. 13 / Brainstorming Best Practices Guide

GETTING THE MOST OF OUT OF BRAINSTORMING GROUPS

GETTING THE MOST OF OUT OF BRAINSTORMING GROUPS GETTING THE MOST OF OUT OF BRAINSTORMING GROUPS Paul B. Paulus University of Texas at Arlington The Rise of the New Groupthink January 13, 2012, New York Times By SUSAN CAIN SOLITUDE is out of fashion.

More information

Brainstorming Tools Literature Review and Introduction to Code Development

Brainstorming Tools Literature Review and Introduction to Code Development Brainstorming Tools Literature Review and Introduction to Code Development K. Nordland August 28, 2006 1 Contents 1 Definition 3 2 Alex Osborn 3 3 Brainstorming and Stage-Gate 4 4 Recent Developments 4

More information

The Foundations of Interpersonal Communication

The Foundations of Interpersonal Communication L I B R A R Y A R T I C L E The Foundations of Interpersonal Communication By Dennis Emberling, President of Developmental Consulting, Inc. Introduction Mark Twain famously said, Everybody talks about

More information

What Am I Getting Into?

What Am I Getting Into? 01-Eller.qxd 2/18/2004 7:02 PM Page 1 1 What Am I Getting Into? What lies behind us is nothing compared to what lies within us and ahead of us. Anonymous You don t invent your mission, you detect it. Victor

More information

Why Pay Attention to Race?

Why Pay Attention to Race? Why Pay Attention to Race? Witnessing Whiteness Chapter 1 Workshop 1.1 1.1-1 Dear Facilitator(s), This workshop series was carefully crafted, reviewed (by a multiracial team), and revised with several

More information

Chapter 9: Conducting Interviews

Chapter 9: Conducting Interviews Chapter 9: Conducting Interviews Chapter 9: Conducting Interviews Chapter Outline: 9.1 Interviewing: A Matter of Styles 9.2 Preparing for the Interview 9.3 Example of a Legal Interview 9.1 INTERVIEWING:

More information

Using Group Support Systems (FacilitatePro) in a learningcentered negotiation case exercise

Using Group Support Systems (FacilitatePro) in a learningcentered negotiation case exercise Using Group Support Systems (FacilitatePro) in a learningcentered negotiation case exercise Johanna Bragge, Assistant Professor Dept. of Information and Service Economy Information Systems Science https://people.aalto.fi/index.html#johanna_bragge

More information

Formative Assessment in Mathematics. Part 3: The Learner s Role

Formative Assessment in Mathematics. Part 3: The Learner s Role Formative Assessment in Mathematics Part 3: The Learner s Role Dylan Wiliam Equals: Mathematics and Special Educational Needs 6(1) 19-22; Spring 2000 Introduction This is the last of three articles reviewing

More information

No Parent Left Behind

No Parent Left Behind No Parent Left Behind Navigating the Special Education Universe SUSAN M. BREFACH, Ed.D. Page i Introduction How To Know If This Book Is For You Parents have become so convinced that educators know what

More information

Myers-Briggs Type Indicator Team Report

Myers-Briggs Type Indicator Team Report Myers-Briggs Type Indicator Team Report Developed by Allen L. Hammer Sample Team 9112 Report prepared for JOHN SAMPLE October 9, 212 CPP, Inc. 8-624-1765 www.cpp.com Myers-Briggs Type Indicator Team Report

More information

Evidence-based Practice: A Workshop for Training Adult Basic Education, TANF and One Stop Practitioners and Program Administrators

Evidence-based Practice: A Workshop for Training Adult Basic Education, TANF and One Stop Practitioners and Program Administrators Evidence-based Practice: A Workshop for Training Adult Basic Education, TANF and One Stop Practitioners and Program Administrators May 2007 Developed by Cristine Smith, Beth Bingman, Lennox McLendon and

More information

Study Group Handbook

Study Group Handbook Study Group Handbook Table of Contents Starting out... 2 Publicizing the benefits of collaborative work.... 2 Planning ahead... 4 Creating a comfortable, cohesive, and trusting environment.... 4 Setting

More information

WORK OF LEADERS GROUP REPORT

WORK OF LEADERS GROUP REPORT WORK OF LEADERS GROUP REPORT ASSESSMENT TO ACTION. Sample Report (9 People) Thursday, February 0, 016 This report is provided by: Your Company 13 Main Street Smithtown, MN 531 www.yourcompany.com INTRODUCTION

More information

Kindergarten Lessons for Unit 7: On The Move Me on the Map By Joan Sweeney

Kindergarten Lessons for Unit 7: On The Move Me on the Map By Joan Sweeney Kindergarten Lessons for Unit 7: On The Move Me on the Map By Joan Sweeney Aligned with the Common Core State Standards in Reading, Speaking & Listening, and Language Written & Prepared for: Baltimore

More information

Making Confident Decisions

Making Confident Decisions Making Confident Decisions STOP SECOND GUESSING YOURSELF Kim McDevitt Power Packs Project September 2015 Americans make 70 conscious decisions a day! * *A recent study from Columbia University decision

More information

Strategic Practice: Career Practitioner Case Study

Strategic Practice: Career Practitioner Case Study Strategic Practice: Career Practitioner Case Study heidi Lund 1 Interpersonal conflict has one of the most negative impacts on today s workplaces. It reduces productivity, increases gossip, and I believe

More information

There are three things that are extremely hard steel, a diamond, and to know one's self. Benjamin Franklin, Poor Richard s Almanac, 1750

There are three things that are extremely hard steel, a diamond, and to know one's self. Benjamin Franklin, Poor Richard s Almanac, 1750 There are three things that are extremely hard steel, a diamond, and to know one's self. Benjamin Franklin, Poor Richard s Almanac, 1750 Introduction Leadership Overview Strengths-Based Leadership Discussion

More information

Activities, Exercises, Assignments Copyright 2009 Cem Kaner 1

Activities, Exercises, Assignments Copyright 2009 Cem Kaner 1 Patterns of activities, iti exercises and assignments Workshop on Teaching Software Testing January 31, 2009 Cem Kaner, J.D., Ph.D. kaner@kaner.com Professor of Software Engineering Florida Institute of

More information

Fundraising 101 Introduction to Autism Speaks. An Orientation for New Hires

Fundraising 101 Introduction to Autism Speaks. An Orientation for New Hires Fundraising 101 Introduction to Autism Speaks An Orientation for New Hires May 2013 Welcome to the Autism Speaks family! This guide is meant to be used as a tool to assist you in your career and not just

More information

Fearless Change -- Patterns for Introducing New Ideas

Fearless Change -- Patterns for Introducing New Ideas Ask for Help Since the task of introducing a new idea into an organization is a big job, look for people and resources to help your efforts. The job of introducing a new idea into an organization is too

More information

Danielle Dodge and Paula Barnick first

Danielle Dodge and Paula Barnick first Co-Teaching ELLs: Riding a Tandem Bike Content-area teachers and ESL teachers can address the needs of English language learners with a collaborative instructional cycle that starts with co-planning. Andrea

More information

By Laurence Capron and Will Mitchell, Boston, MA: Harvard Business Review Press, 2012.

By Laurence Capron and Will Mitchell, Boston, MA: Harvard Business Review Press, 2012. Copyright Academy of Management Learning and Education Reviews Build, Borrow, or Buy: Solving the Growth Dilemma By Laurence Capron and Will Mitchell, Boston, MA: Harvard Business Review Press, 2012. 256

More information

LEGO MINDSTORMS Education EV3 Coding Activities

LEGO MINDSTORMS Education EV3 Coding Activities LEGO MINDSTORMS Education EV3 Coding Activities s t e e h s k r o W t n e d Stu LEGOeducation.com/MINDSTORMS Contents ACTIVITY 1 Performing a Three Point Turn 3-6 ACTIVITY 2 Written Instructions for a

More information

PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL

PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL 1 PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL IMPORTANCE OF THE SPEAKER LISTENER TECHNIQUE The Speaker Listener Technique (SLT) is a structured communication strategy that promotes clarity, understanding,

More information

PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS

PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS The following energizers and team-building activities can help strengthen the core team and help the participants get to

More information

By Merrill Harmin, Ph.D.

By Merrill Harmin, Ph.D. Inspiring DESCA: A New Context for Active Learning By Merrill Harmin, Ph.D. The key issue facing today s teachers is clear: Compared to years past, fewer students show up ready for responsible, diligent

More information

Experience Corps. Mentor Toolkit

Experience Corps. Mentor Toolkit Experience Corps Mentor Toolkit 2 AARP Foundation Experience Corps Mentor Toolkit June 2015 Christian Rummell Ed. D., Senior Researcher, AIR 3 4 Contents Introduction and Overview...6 Tool 1: Definitions...8

More information

Story Problems with. Missing Parts. s e s s i o n 1. 8 A. Story Problems with. More Story Problems with. Missing Parts

Story Problems with. Missing Parts. s e s s i o n 1. 8 A. Story Problems with. More Story Problems with. Missing Parts s e s s i o n 1. 8 A Math Focus Points Developing strategies for solving problems with unknown change/start Developing strategies for recording solutions to story problems Using numbers and standard notation

More information

File # for photo

File # for photo File #6883458 for photo -------- I got interested in Neuroscience and its applications to learning when I read Norman Doidge s book The Brain that Changes itself. I was reading the book on our family vacation

More information

SESSION 2: HELPING HAND

SESSION 2: HELPING HAND SESSION 2: HELPING HAND Ready for the next challenge? Build a device with a long handle that can grab something hanging high! This week you ll also check out your Partner Club s Paper Structure designs.

More information

2014 Free Spirit Publishing. All rights reserved.

2014 Free Spirit Publishing. All rights reserved. Elizabeth Verdick Illustrated by Marieka Heinlen Text copyright 2004 by Elizabeth Verdick Illustrations copyright 2004 by Marieka Heinlen All rights reserved under International and Pan-American Copyright

More information

Hentai High School A Game Guide

Hentai High School A Game Guide Hentai High School A Game Guide Hentai High School is a sex game where you are the Principal of a high school with the goal of turning the students into sex crazed people within 15 years. The game is difficult

More information

Team Dispersal. Some shaping ideas

Team Dispersal. Some shaping ideas Team Dispersal Some shaping ideas The storyline is how distributed teams can be a liability or an asset or anything in between. It isn t simply a case of neutralizing the down side Nick Clare, January

More information

Virtually Anywhere Episodes 1 and 2. Teacher s Notes

Virtually Anywhere Episodes 1 and 2. Teacher s Notes Virtually Anywhere Episodes 1 and 2 Geeta and Paul are final year Archaeology students who don t get along very well. They are working together on their final piece of coursework, and while arguing over

More information

Go With the Flow. By Nancy Kott WZ8C

Go With the Flow. By Nancy Kott WZ8C Go With the Flow 1 Go With the Flow By Nancy Kott WZ8C Morse code. These two words conjure up more emotions than any other phrase in Amateur Radio. For some reason, Hams who enjoy Morse code are fiercely

More information

PreReading. Lateral Leadership. provided by MDI Management Development International

PreReading. Lateral Leadership. provided by MDI Management Development International PreReading Lateral Leadership NEW STRUCTURES REQUIRE A NEW ATTITUDE In an increasing number of organizations hierarchies lose their importance and instead companies focus on more network-like structures.

More information

Cognitive Thinking Style Sample Report

Cognitive Thinking Style Sample Report Cognitive Thinking Style Sample Report Goldisc Limited Authorised Agent for IML, PeopleKeys & StudentKeys DISC Profiles Online Reports Training Courses Consultations sales@goldisc.co.uk Telephone: +44

More information

UDL AND LANGUAGE ARTS LESSON OVERVIEW

UDL AND LANGUAGE ARTS LESSON OVERVIEW UDL AND LANGUAGE ARTS LESSON OVERVIEW Title: Reading Comprehension Author: Carol Sue Englert Subject: Language Arts Grade Level 3 rd grade Duration 60 minutes Unit Description Focusing on the students

More information

On Human Computer Interaction, HCI. Dr. Saif al Zahir Electrical and Computer Engineering Department UBC

On Human Computer Interaction, HCI. Dr. Saif al Zahir Electrical and Computer Engineering Department UBC On Human Computer Interaction, HCI Dr. Saif al Zahir Electrical and Computer Engineering Department UBC Human Computer Interaction HCI HCI is the study of people, computer technology, and the ways these

More information

Using Proportions to Solve Percentage Problems I

Using Proportions to Solve Percentage Problems I RP7-1 Using Proportions to Solve Percentage Problems I Pages 46 48 Standards: 7.RP.A. Goals: Students will write equivalent statements for proportions by keeping track of the part and the whole, and by

More information

Instructional Supports for Common Core and Beyond: FORMATIVE ASSESMENT

Instructional Supports for Common Core and Beyond: FORMATIVE ASSESMENT Instructional Supports for Common Core and Beyond: FORMATIVE ASSESMENT Defining Date Guiding Question: Why is it important for everyone to have a common understanding of data and how they are used? Importance

More information

ALL-IN-ONE MEETING GUIDE THE ECONOMICS OF WELL-BEING

ALL-IN-ONE MEETING GUIDE THE ECONOMICS OF WELL-BEING ALL-IN-ONE MEETING GUIDE THE ECONOMICS OF WELL-BEING LeanIn.0rg, 2016 1 Overview Do we limit our thinking and focus only on short-term goals when we make trade-offs between career and family? This final

More information

Developing Grammar in Context

Developing Grammar in Context Developing Grammar in Context intermediate with answers Mark Nettle and Diana Hopkins PUBLISHED BY THE PRESS SYNDICATE OF THE UNIVERSITY OF CAMBRIDGE The Pitt Building, Trumpington Street, Cambridge, United

More information

Understanding and Changing Habits

Understanding and Changing Habits Understanding and Changing Habits We are what we repeatedly do. Excellence, then, is not an act, but a habit. Aristotle Have you ever stopped to think about your habits or how they impact your daily life?

More information

TU-E2090 Research Assignment in Operations Management and Services

TU-E2090 Research Assignment in Operations Management and Services Aalto University School of Science Operations and Service Management TU-E2090 Research Assignment in Operations Management and Services Version 2016-08-29 COURSE INSTRUCTOR: OFFICE HOURS: CONTACT: Saara

More information

Developing creativity in a company whose business is creativity By Andy Wilkins

Developing creativity in a company whose business is creativity By Andy Wilkins Developing creativity in a company whose business is creativity By Andy Wilkins Background and Purpose of this Article The primary purpose of this article is to outline an intervention made in one of the

More information

Students will be able to describe how it feels to be part of a group of similar peers.

Students will be able to describe how it feels to be part of a group of similar peers. LESSON TWO LESSON PLAN: WE RE ALL DIFFERENT ALIKE OVERVIEW: This lesson is designed to provide students the opportunity to feel united with their peers by both their similarities and their differences.

More information

Life and career planning

Life and career planning Paper 30-1 PAPER 30 Life and career planning Bob Dick (1983) Life and career planning: a workbook exercise. Brisbane: Department of Psychology, University of Queensland. A workbook for class use. Introduction

More information

Results In. Planning Questions. Tony Frontier Five Levers to Improve Learning 1

Results In. Planning Questions. Tony Frontier Five Levers to Improve Learning 1 Key Tables and Concepts: Five Levers to Improve Learning by Frontier & Rickabaugh 2014 Anticipated Results of Three Magnitudes of Change Characteristics of Three Magnitudes of Change Examples Results In.

More information

Kindergarten - Unit One - Connecting Themes

Kindergarten - Unit One - Connecting Themes The following instructional plan is part of a GaDOE collection of Unit Frameworks, Performance Tasks, examples of Student Work, and Teacher Commentary for the Kindergarten Social Studies Course. Kindergarten

More information

The Entrepreneurial Mindset Syllabus

The Entrepreneurial Mindset Syllabus COURSE OBJECTIVES: The Entrepreneurial Mindset Syllabus Gain an understanding of how Entrepreneurial Thought and Action may be applied to opportunities of all kinds including new ventures as well as innovation

More information

Two heads can be better than one

Two heads can be better than one MODULE 21 MODULE GUIDE 21.1 Two heads can be better than one Why is an understanding of teams so important? What are the foundations of successful teamwork? Formal and informal groups are building blocks

More information

Speak with Confidence The Art of Developing Presentations & Impromptu Speaking

Speak with Confidence The Art of Developing Presentations & Impromptu Speaking Speak with Confidence The Art of Developing Presentations & Impromptu Speaking Use this system as a guide, but don't be afraid to modify it to fit your needs. Remember the keys to delivering a successful

More information

REFERENCE GUIDE AND TEST PRODUCED BY VIDEO COMMUNICATIONS

REFERENCE GUIDE AND TEST PRODUCED BY VIDEO COMMUNICATIONS INTERVENTION STRATEGIES FOR SCHOOL BUS DRIVERS REFERENCE GUIDE AND TEST PRODUCED BY VIDEO COMMUNICATIONS INTRODUCTION Special ed students, as well as regular ed students often exhibit inappropriate behavior.

More information

Getting Started with Deliberate Practice

Getting Started with Deliberate Practice Getting Started with Deliberate Practice Most of the implementation guides so far in Learning on Steroids have focused on conceptual skills. Things like being able to form mental images, remembering facts

More information

Sight Word Assessment

Sight Word Assessment Make, Take & Teach Sight Word Assessment Assessment and Progress Monitoring for the Dolch 220 Sight Words What are sight words? Sight words are words that are used frequently in reading and writing. Because

More information

Calculators in a Middle School Mathematics Classroom: Helpful or Harmful?

Calculators in a Middle School Mathematics Classroom: Helpful or Harmful? University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Action Research Projects Math in the Middle Institute Partnership 7-2008 Calculators in a Middle School Mathematics Classroom:

More information

Changing User Attitudes to Reduce Spreadsheet Risk

Changing User Attitudes to Reduce Spreadsheet Risk Changing User Attitudes to Reduce Spreadsheet Risk Dermot Balson Perth, Australia Dermot.Balson@Gmail.com ABSTRACT A business case study on how three simple guidelines: 1. make it easy to check (and maintain)

More information

P-4: Differentiate your plans to fit your students

P-4: Differentiate your plans to fit your students Putting It All Together: Middle School Examples 7 th Grade Math 7 th Grade Science SAM REHEARD, DC 99 7th Grade Math DIFFERENTATION AROUND THE WORLD My first teaching experience was actually not as a Teach

More information

Full text of O L O W Science As Inquiry conference. Science as Inquiry

Full text of O L O W Science As Inquiry conference. Science as Inquiry Page 1 of 5 Full text of O L O W Science As Inquiry conference Reception Meeting Room Resources Oceanside Unifying Concepts and Processes Science As Inquiry Physical Science Life Science Earth & Space

More information

Shockwheat. Statistics 1, Activity 1

Shockwheat. Statistics 1, Activity 1 Statistics 1, Activity 1 Shockwheat Students require real experiences with situations involving data and with situations involving chance. They will best learn about these concepts on an intuitive or informal

More information

Backwards Numbers: A Study of Place Value. Catherine Perez

Backwards Numbers: A Study of Place Value. Catherine Perez Backwards Numbers: A Study of Place Value Catherine Perez Introduction I was reaching for my daily math sheet that my school has elected to use and in big bold letters in a box it said: TO ADD NUMBERS

More information

ECE-492 SENIOR ADVANCED DESIGN PROJECT

ECE-492 SENIOR ADVANCED DESIGN PROJECT ECE-492 SENIOR ADVANCED DESIGN PROJECT Meeting #3 1 ECE-492 Meeting#3 Q1: Who is not on a team? Q2: Which students/teams still did not select a topic? 2 ENGINEERING DESIGN You have studied a great deal

More information

Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany

Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany Jana Kitzmann and Dirk Schiereck, Endowed Chair for Banking and Finance, EUROPEAN BUSINESS SCHOOL, International

More information

Evaluation of Hybrid Online Instruction in Sport Management

Evaluation of Hybrid Online Instruction in Sport Management Evaluation of Hybrid Online Instruction in Sport Management Frank Butts University of West Georgia fbutts@westga.edu Abstract The movement toward hybrid, online courses continues to grow in higher education

More information

flash flash player free players download.

flash flash player free players download. Free download of flash player 11. 160; This is another download in flash you can easily player up your formal outline flash realizing it, free download.. Free download of flash player 11 >>>CLICK HERE

More information

Two Futures of Software Testing

Two Futures of Software Testing WWW.QUALTECHCONFERENCES.COM Europe s Premier Software Testing Event World Forum Convention Centre, The Hague, Netherlands The Future of Software Testing Two Futures of Software Testing Michael Bolton,

More information

Contents. Foreword... 5

Contents. Foreword... 5 Contents Foreword... 5 Chapter 1: Addition Within 0-10 Introduction... 6 Two Groups and a Total... 10 Learn Symbols + and =... 13 Addition Practice... 15 Which is More?... 17 Missing Items... 19 Sums with

More information

Soaring With Strengths

Soaring With Strengths chapter3 Soaring With Strengths I like being the way I am, being more reserved and quiet than most. I feel like I can think more clearly than many of my friends. Blake, Age 17 The last two chapters outlined

More information

Rule-based Expert Systems

Rule-based Expert Systems Rule-based Expert Systems What is knowledge? is a theoretical or practical understanding of a subject or a domain. is also the sim of what is currently known, and apparently knowledge is power. Those who

More information

Five Challenges for the Collaborative Classroom and How to Solve Them

Five Challenges for the Collaborative Classroom and How to Solve Them An white paper sponsored by ELMO Five Challenges for the Collaborative Classroom and How to Solve Them CONTENTS 2 Why Create a Collaborative Classroom? 3 Key Challenges to Digital Collaboration 5 How Huddle

More information

WELCOME! Of Social Competency. Using Social Thinking and. Social Thinking and. the UCLA PEERS Program 5/1/2017. My Background/ Who Am I?

WELCOME! Of Social Competency. Using Social Thinking and. Social Thinking and. the UCLA PEERS Program 5/1/2017. My Background/ Who Am I? Social Thinking and the UCLA PEERS Program Joan Storey Gorsuch, M.Ed. Social Champaign Champaign, Illinois j.s.gorsuch@gmail.com WELCOME! THE And Using Social Thinking and the UCLA PEERS Program Of Social

More information

Genevieve L. Hartman, Ph.D.

Genevieve L. Hartman, Ph.D. Curriculum Development and the Teaching-Learning Process: The Development of Mathematical Thinking for all children Genevieve L. Hartman, Ph.D. Topics for today Part 1: Background and rationale Current

More information

Get a Smart Start with Youth

Get a Smart Start with Youth Toolkit work bene ts youth Get a Smart Start with Youth Y O U T H I N T R A N S I T I O N Toolkit Overview Using the Toolkit TOOLKIT OVERVIEW The core component of the Get a Smart Start & Take Charge Toolkit

More information

Types of environmental pollution and their causes >>>CLICK HERE<<<

Types of environmental pollution and their causes >>>CLICK HERE<<< Types of environmental pollution and their causes >>>CLICK HERE

More information

Common Core Exemplar for English Language Arts and Social Studies: GRADE 1

Common Core Exemplar for English Language Arts and Social Studies: GRADE 1 The Common Core State Standards and the Social Studies: Preparing Young Students for College, Career, and Citizenship Common Core Exemplar for English Language Arts and Social Studies: Why We Need Rules

More information

Roadmap to College: Highly Selective Schools

Roadmap to College: Highly Selective Schools Roadmap to College: Highly Selective Schools COLLEGE Presented by: Loren Newsom Understanding Selectivity First - What is selectivity? When a college is selective, that means it uses an application process

More information

END TIMES Series Overview for Leaders

END TIMES Series Overview for Leaders END TIMES Series Overview for Leaders SERIES OVERVIEW We have a sense of anticipation about Christ s return. We know he s coming back, but we don t know exactly when. The differing opinions about the End

More information

Introduce yourself. Change the name out and put your information here.

Introduce yourself. Change the name out and put your information here. Introduce yourself. Change the name out and put your information here. 1 History: CPM is a non-profit organization that has developed mathematics curriculum and provided its teachers with professional

More information

Facilitating Difficult Dialogues in the Classroom. We find comfort among those who agree with us, growth among those who don t. Frank A.

Facilitating Difficult Dialogues in the Classroom. We find comfort among those who agree with us, growth among those who don t. Frank A. Facilitating Difficult Dialogues in the Classroom We find comfort among those who agree with us, growth among those who don t. Frank A. Clark Outcomes Identify steps to lay foundation for productive classroom

More information

Thesis-Proposal Outline/Template

Thesis-Proposal Outline/Template Thesis-Proposal Outline/Template Kevin McGee 1 Overview This document provides a description of the parts of a thesis outline and an example of such an outline. It also indicates which parts should be

More information

Language and Literacy: Exploring Examples of the Language and Literacy Foundations

Language and Literacy: Exploring Examples of the Language and Literacy Foundations Language and Literacy: Strands: Listening & Speaking Reading Writing GETTING READY Instructional Component(s): Information Delivery; In-Class Activity; Out-of- Class Activity; Assessment Strands: This

More information

Disability Resource Center St. Philip's College ensures Access. YOU create Success. Frequently Asked Questions

Disability Resource Center St. Philip's College ensures Access. YOU create Success. Frequently Asked Questions Disability Resource Center St. Philip's College ensures Access. YOU create Success. Frequently Asked Questions Are support services available? A variety of support services are available to a St. Philip's

More information

The Good Judgment Project: A large scale test of different methods of combining expert predictions

The Good Judgment Project: A large scale test of different methods of combining expert predictions The Good Judgment Project: A large scale test of different methods of combining expert predictions Lyle Ungar, Barb Mellors, Jon Baron, Phil Tetlock, Jaime Ramos, Sam Swift The University of Pennsylvania

More information

9.2.2 Lesson 5. Introduction. Standards D R A F T

9.2.2 Lesson 5. Introduction. Standards D R A F T 9.2.2 Lesson 5 Introduction In this lesson, students will begin their exploration of Oedipus s confrontation with the blind prophet Teiresias in Oedipus the King. Students will read from Teiresias, you

More information

Marketing Management MBA 706 Mondays 2:00-4:50

Marketing Management MBA 706 Mondays 2:00-4:50 Marketing Management MBA 706 Mondays 2:00-4:50 INSTRUCTOR OFFICE: OFFICE HOURS: DR. JAMES BOLES 441B BRYAN BUILDING BY APPOINTMENT OFFICE PHONE: 336-334-4413; CELL 336-580-8763 E-MAIL ADDRESS: jsboles@uncg.edu

More information

Software Maintenance

Software Maintenance 1 What is Software Maintenance? Software Maintenance is a very broad activity that includes error corrections, enhancements of capabilities, deletion of obsolete capabilities, and optimization. 2 Categories

More information

UCLA InterActions: UCLA Journal of Education and Information Studies

UCLA InterActions: UCLA Journal of Education and Information Studies UCLA InterActions: UCLA Journal of Education and Information Studies Title Massive Open Online Courses: The MOOC Revolution Edited by Paul Kim Permalink https://escholarship.org/uc/item/66k2v39p Journal

More information

Math Pathways Task Force Recommendations February Background

Math Pathways Task Force Recommendations February Background Math Pathways Task Force Recommendations February 2017 Background In October 2011, Oklahoma joined Complete College America (CCA) to increase the number of degrees and certificates earned in Oklahoma.

More information

HUBBARD COMMUNICATIONS OFFICE Saint Hill Manor, East Grinstead, Sussex. HCO BULLETIN OF 11 AUGUST 1978 Issue I RUDIMENTS DEFINITIONS AND PATTER

HUBBARD COMMUNICATIONS OFFICE Saint Hill Manor, East Grinstead, Sussex. HCO BULLETIN OF 11 AUGUST 1978 Issue I RUDIMENTS DEFINITIONS AND PATTER HUBBARD COMMUNICATIONS OFFICE Saint Hill Manor, East Grinstead, Sussex Remimeo All Auditors HCO BULLETIN OF 11 AUGUST 1978 Issue I RUDIMENTS DEFINITIONS AND PATTER (Ref: HCOB 15 Aug 69, FLYING RUDS) (NOTE:

More information

Dale Carnegie Final Results Package. For. Dale Carnegie Course DC218 Graduated 6/19/13

Dale Carnegie Final Results Package. For. Dale Carnegie Course DC218 Graduated 6/19/13 Dale Carnegie Final Results Package For Dale Carnegie Course DC218 Graduated 6/19/13 Final Assessment Not Anonymous Conducted June 2013 Participants rated themselves in the following categories (On a scale

More information

Promotion and Tenure Guidelines. School of Social Work

Promotion and Tenure Guidelines. School of Social Work Promotion and Tenure Guidelines School of Social Work Spring 2015 Approved 10.19.15 Table of Contents 1.0 Introduction..3 1.1 Professional Model of the School of Social Work...3 2.0 Guiding Principles....3

More information

M55205-Mastering Microsoft Project 2016

M55205-Mastering Microsoft Project 2016 M55205-Mastering Microsoft Project 2016 Course Number: M55205 Category: Desktop Applications Duration: 3 days Certification: Exam 70-343 Overview This three-day, instructor-led course is intended for individuals

More information

Blended E-learning in the Architectural Design Studio

Blended E-learning in the Architectural Design Studio Blended E-learning in the Architectural Design Studio An Experimental Model Mohammed F. M. Mohammed Associate Professor, Architecture Department, Cairo University, Cairo, Egypt (Associate Professor, Architecture

More information

MYCIN. The MYCIN Task

MYCIN. The MYCIN Task MYCIN Developed at Stanford University in 1972 Regarded as the first true expert system Assists physicians in the treatment of blood infections Many revisions and extensions over the years The MYCIN Task

More information

Making Sales Calls. Watertown High School, Watertown, Massachusetts. 1 hour, 4 5 days per week

Making Sales Calls. Watertown High School, Watertown, Massachusetts. 1 hour, 4 5 days per week Making Sales Calls Classroom at a Glance Teacher: Language: Eric Bartolotti Arabic I Grades: 9 and 11 School: Lesson Date: April 13 Class Size: 10 Schedule: Watertown High School, Watertown, Massachusetts

More information

Rubric for Scoring English 1 Unit 1, Rhetorical Analysis

Rubric for Scoring English 1 Unit 1, Rhetorical Analysis FYE Program at Marquette University Rubric for Scoring English 1 Unit 1, Rhetorical Analysis Writing Conventions INTEGRATING SOURCE MATERIAL 3 Proficient Outcome Effectively expresses purpose in the introduction

More information

Explorer Promoter. Controller Inspector. The Margerison-McCann Team Management Wheel. Andre Anonymous

Explorer Promoter. Controller Inspector. The Margerison-McCann Team Management Wheel. Andre Anonymous Explorer Promoter Creator Innovator Assessor Developer Reporter Adviser Thruster Organizer Upholder Maintainer Concluder Producer Controller Inspector Ä The Margerison-McCann Team Management Wheel Andre

More information

leading people through change

leading people through change leading people through change Facilitator Guide Patricia Zigarmi Judd Hoekstra Ken Blanchard Authors Patricia Zigarmi Judd Hoekstra Ken Blanchard Product Developer Kim King Art Director Beverly Haney Proofreaders

More information

BADM 641 (sec. 7D1) (on-line) Decision Analysis August 16 October 6, 2017 CRN: 83777

BADM 641 (sec. 7D1) (on-line) Decision Analysis August 16 October 6, 2017 CRN: 83777 BADM 641 (sec. 7D1) (on-line) Decision Analysis August 16 October 6, 2017 CRN: 83777 SEMESTER: Fall 2017 INSTRUCTOR: Jack Fuller, Ph.D. OFFICE: 108 Business and Economics Building, West Virginia University,

More information