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Bo Adams

The Future of Big Data and Analytics in K-12 Education - Education Week - 0 views

  • data scientists would then search the waters for patterns in each student's engagement level, moods, use of classroom resources, social habits, language and vocabulary use, attention span, academic performance, and more.
  • would be fed to teachers, parents, and students via AltSchool's digital learning platform and mobile app, which are currently being tested
  • AltSchool's 50-plus engineers, data scientists, and developers are designing tools that could be available to other schools by the 2018-19 school year.
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  • AltSchool is almost certain to provoke a backlash from parents and privacy advocates who see in its plans the potential for an Orwellian surveillance nightmare, as well as potentially unethical experimentation on children.
  • The term "big data" is generally used to describe data sets so large they must be analyzed by computers. Usually, the purpose is to find patterns and connections relating to human behavior and how complex systems function.
  • Analytics generally refers to the process of collecting such data, conducting those analyses, generating corresponding insights, and using that new information to make (what proponents hope will be) smarter decisions.
  • replacing the top-down, slow-moving bureaucratic structures that currently shape public education with a "networked model" in which students, teachers, and schools are connected directly by information and thus capable of learning and adapting more quickly.
  • 'Montessori 2.0': a kind of supercharged version of the progressive, project-based learning often found in elite private schools and privileged enclaves within traditional school systems.
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    Eventually, Ventilla envisions AltSchool technology facilitating an exponential increase in the amount of information collected on students in school, all in service of expanding the hands-on, project-based model of learning in place at the six private school campuses the company currently operates in Silicon Valley and New York City.
Meghan Cureton

3 Ways to Unlock the Wisdom of Colleagues | Edutopia - 0 views

  • when teachers have regular, structured opportunities to learn together, good ideas are more likely to travel from one classroom to the next.
  • Collaboration takes time and planning. If classroom observation becomes part of a school’s strategy, administrators have to make time during the regular school day for shared professional learning among the staff. School leaders should also have to have clear objectives for the program of observation, and protocols to keep discussion on track and to ensure that the time isn’t wasted.
  • A spirit of continuous learning permeates the school, which encourages all teachers
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  • “Sometimes the best things going on are happening in your own building, and you might miss them because you’re doing your own thing,”
  • teachers meet regularly outside of class time to examine their students’ coursework as a team.
  • “The reason we look at student work is to help teachers become better teachers,”
  • “are better able to guide and facilitate a deeper level of student learning.”
  • community of learners who use planned, peer-to-peer feedback to help raise student outcomes throughout the school.
  • Each three-hour teacher lab focuses on a specific instructional topic that teachers choose to explore together, such as student engagement strategies.
  • To encourage more teacher collaboration in your school, you’ll want to consider: Time: Where will you find time within the regular school day for teachers to step outside their own classrooms and learn together? Structure: How might a protocol or specific observation prompt help to focus the learning experience? Who will play a lead role in facilitating the teacher experience and encouraging reflection? How will you capture takeaways? The National School Reform Faculty publishes a number of protocols for professional learning, such as this one for looking at student work. Follow-up: How are teachers applying what they learn together? How do students benefit as a result of teacher collaboration?
Bo Adams

The Marriage of Formal & Informal Learning - 1 views

  • important that integration of formal and informal learning have champions
  • Web 2.0 technology is a key enabler for this marriage
  • Technological tools and leadership support alone will not be enough to make the marriage of informal and formal learning work. The shared values, beliefs, mental models, habits, and behaviors of the workforce in an organization – its culture is key.
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  • How do people feel about knowledge – is it power to be hoarded, or a gift to be shared?
  • The two key advantages of informal learning are that it happens at the point of need and what is learned is usually applied right away.
  • In the cooperative model, the learning and development group can shift from being the producer of content to being the guide, initiator, facilitator, and coach.
  • Based on alignment with agreed upon organizational and learning goals, the learner takes responsibility for his or her own learning – with the support and guidance of the organization.
  • People who are not used to working in a learning organization culture, where cooperative learning within communities of practice is the norm, need the knowhow and a new mindset regarding learning to cooperatively in the workplace.
  • The positive is that this incidental learning doesn’t take people away from the work. The disadvantage is that when they are so caught up in doing, people often miss an important ingredient for learning: reflection.
  • The combination of structured and incidental learning can give us intentional learning.
  • The key to solidifying this learning is reflection.
  • David Kolb, wrote about a model of experiential learning consisting of the following cycle: action, observation, reflection, concept formation, and back to action.
  • Morgan McCall and George Hollenbeck asked managers to stop once a week and answer just two simple questions, “What did you do last week?” and “What did you learn from it?” They found that this simple process of reflection enabled the managers learn from their experiences and to change the way they managed.
  • integration of formal and informal learning can create a virtuous cycle that leads not only to increased productivity but to the real innovation that is necessary for long term success in a dynamic marketplace.
Jim Tiffin Jr

Your Team Is Brainstorming All Wrong - 2 views

  • demonstrate that groups that use Osborn’s rules of brainstorming come up with fewer ideas (and fewer good ideas) than the individuals would have developed alone.
  • There are several reasons for this productivity loss, as academics call it. For one, when people work together, their ideas tend to converge. As soon as one person throws out an idea, it affects the memory of everyone in the group and makes them think a bit more similarly about the problem than they did before. In contrast, when people work alone, they tend to diverge in their thinking, because everyone takes a slightly different path to thinking about the problem.
  • Early in creative acts it’s important to diverge, that is, to think about what you are doing in as many ways as possible. Later, you want to converge on a small number of paths to follow in more detail.
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  • Many techniques use a structure like this. For example, in the 6-3-5 method, six people sit around a table and write down three ideas. They pass their stack of ideas to the person on their right, who builds on them. This passing is done five times, until everyone has had the chance to build on each of the ideas. Afterward, the group can get together to evaluate the ideas generated.
    • Jim Tiffin Jr
       
      The 6-3-5 technique summarized.
  • allow individual work during divergent phases of creativity and group work during convergent phases.
    • Jim Tiffin Jr
       
      Here is the key to the most productive brainstorming techniques.
  • First, it’s hard for people to describe spatial relationships, so any solution that requires a spatial layout is better described with pictures than with words. Second, a large amount of the brain is devoted to visual processing, so sketching and interpreting drawings increases the involvement of those brain regions in idea generation. Third, it is often difficult to describe processes purely in words, so diagrams are helpful.
  • It’s important that groups have time to explore enough ideas that they can consider more than just the first few possibilities that people generate.
  • Many brainstorming sessions involve people talking about solutions. That biases people toward solutions that are easy to talk about. It may also lead to solutions that are abstract and may never work in practice.
  • a combination of drawing and writing is ideal for generating creative solutions to problems
  • t is often important to spend time agreeing on the problem to be solved. A whole round of divergence and convergence on the problem statement can be done before giving people a chance to suggest solutions. 
    • Jim Tiffin Jr
       
      Wonder if there is a place for this in our HMW work?
  • To develop stronger ideas, you need to manage the conversation so that the team doesn’t converge on a solution before everyone hears what others are thinking.
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    "Early in creative acts it's important to diverge, that is to think about what you are doing in as many ways as possible. Later, you want to converge on a small number of paths to follow in more detail."
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