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Mike Bostock

Software tools for data driven research and analysis - 12 views

A colleague and I have been working over 7 years with 150 UK secondary schools developing new software tools to support action research by individual teachers into factors that impact on the relationsh...

software 4matrix research data analysis Ofsted

started by Mike Bostock on 28 Dec 08 no follow-up yet
Anne Bubnic

Taking data to new depths [Nancy Love] - 0 views

  • While collaborative inquiry is appropriate for any content area, it is particularly relevant for mathematics and science because the process mirrors for the adults what students experience in our best mathematics and science classrooms. Data teams investigate not scientific phenomena or mathematics problems, but how to improve teaching and learning. They raise questions, examine student learning and other data, test their hypotheses, and share findings with their colleagues.
  • Typically, one or two teachers, one administrator, and one NSF project staff member become data facilitators for a school. They then convene school-based data teams to focus on improving mathematics and science. Sometimes team members are from the mathematics or science department or are existing grade-level teams. Other times, the team is schoolwide.
  • If data facilitators have only one source of data on student learning, they collect additional data such as local assessments or common grade-level and course assessments for the next data facilitator session. The process emphasizes triangulating data, using three different sources of student learning data before identifying the student learning problem. By triangulating, data facilitators guide data teams to test hunches with other data instead of drawing conclusions from a single measure.
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  • In their data facilitator workshops, data facilitators use the "go visual" principle, first developed by nonverbal communications expert Michael Grinder (1997). Grinder revealed the power of large, visually vibrant and color-coded displays of data in fostering group ownership and engagement. Data facilitators work with the team on one data report at a time to avoid overload and confusion. For each report, they create a colorful newsprint-sized graph displaying the results and post it on their "data wall." Then they record their observations and inferences on additional pieces of newsprint that they post under their chart. As they work with additional data, they add more graphs and more observations and inferences to their data wall.
  • Anne Bubnic
     
    There's a ton of data being collected. The trick is to know how to use it effectively.
Anne Bubnic

Using Classroom Data to Improve Student Achievement - 0 views

  • Anne Bubnic
     
    Simple strategies & tools to make sense of your student achievement data from Dennis Fox. The site includes downloadable workshop handouts.
Anne Bubnic

Using the CST Analyzer - 0 views

  • Anne Bubnic
     
    A Breeze Presentation created by CTAP4 and RSDSS to help users understand how to use the free CST Analyzer tool with student test data.
Anne Bubnic

Teachers Talking Together: The Power of Professional Community - 0 views

  • A school that is also a professional learning community recognizes that work with students and adults is on-going and embodies the values of continual growth, risk-taking and trust.
  • Now that we had a structure around which to build our professional community, we could explore what that community could do. We found that it allowed us to do several distinct things: as well as developing a shared accountability system, we could diagnose our students’ weaknesses, as well as the gaps in our own teaching; we learned to critique one another’s practice; and we found ways to get to know our students beyond the classroom.
  • As we scored student work together, and team-taught in writing seminar, we also identified skills that we needed to further develop as teachers.
  • Anne Bubnic
     
    Many friendships and emotional connections arise among teachers. These are important, but they do not substitute for necessary professional support and growth. Teachers must have structured time to share, write, and talk about their teaching and their students. Otherwise, teaching is a solitary activity, all too often leading to unsatisfactory results for both teachers and students. A school with a healthy professional learning community will maintain a razor-sharp focus on student achievement; its faculty will feel a common ownership and responsibility for that achievement; and its students will achieve success.
Anne Bubnic

Putting comprehensive staff development on target - 0 views

  • Many professional development efforts are organized as a smorgasbord of courses offered to educators. The district measures the effort's effectiveness by how many courses staff complete or how satisfied teachers are with the classes offered. District leaders who use the smorgasbord approach may view professional development as an extra that potentially helps an individual's performance but is not absolutely essential. They probably invest little in professional development planning because they don't expect great results.


  • Other district leaders recognize how much professional learning contributes to the district's learning goals for students, and so they align individual, team, school, and system learning plans. At each level, participants consider what outcomes they want for students, the knowledge and skills teachers need, and the professional learning that will help staff achieve the system goals.


    To be results-driven means following Stephen Covey's advice (1989): "Begin with the end in mind." Once student outcomes are selected, professional development leaders identify the knowledge and skills adults need to help students achieve the district's standards of success. The knowledge and skills linked to the student learning goals become part of the comprehensive professional development curriculum

  • In too many schools, staff development is limited to teachers attending workshops, courses, and conferences. School districts can no longer afford staff development efforts that are predominately "adult pull-out programs." That kind of learning alone will not produce high-level results. Schools will achieve high levels of performance when professional learning is embedded in every school day.
  • Anne Bubnic
     
    Professional development planning focuses attention on how the system as a whole and individuals must change to achieve the district's goals. Rather than being outlined in its own plan, comprehensive professional development becomes a compilation of plans, each supporting different district and/or school priorities. These individual plans are most effective when they attend to what we know about effective professional learning and ensure that staff development is results-driven, standards-based, and focused on educators' daily work.
Anne Bubnic

Seven Steps to Creating a Data Driven Decision Making Culture - 0 views

  • In this post I hope to share the essence of some of the main ideas communicated in the speech. The format is: words from the slide followed by a short narrative on the core message of the slide. Hope you find it useful.
  • The biggest challenge in our current environment is that it is trivial to implement a tool, it takes five minutes. But tools are limiting and can just give us data. What compounds the challenge is that we all have this deep tendency to make decisions that come from who we are influenced from our life experiences.


    Based on my humble experience of the last few years here are seven common sense recommendations for creating a data driven company culture……

  • # 7 Go for the bottom-line (outcomes)
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  • # 6 Reporting is not Analysis
  • # 5 Depersonalize decision making
  • # 4 Proactive insights rather than reactive
  • # 3 Empower your analysts
  • # 2 Solve for the Trinity
  • # 1: Got Process?
  • Anne Bubnic
     
    The title of this presentation at the Washington DC Emetrics summit was: Creating a Data Driven Web Decision Making Culture - Lessons, Tips, Insights from a Practitioner. Although meant for corporations, the advice applies just as well to academic institutions. The goal here was to share tips and insights that might help companies move from just having lots and lots of data to creating cultures where decisions are made not on gut-feel, or the proverbial seat of the pants, but rather based on data.
Anne Bubnic

State's schools improve, achievement gap persists - 0 views

  • But the good news came paired with bad as state Superintendent of Public Instruction Jack O'Connell declared that the education of African American students has reached a crisis stage. Scores of that group remained well below those of white and Asian American students, he said, while black students' English skills generally match those of Latino students - many of whom are just learning the language.
  • Anne Bubnic
     
    The state's public school students improved in reading, writing and mathematics this year, marking five years of near-steady growth on the tough California Standards Test, results released Thursday show.
Anne Bubnic

Online Assessment: Put Down Your Pencils - 0 views

  • Online testing will require skills beyond those finely honed copying, collating and stapling skills we have acquired from our years of paper-and-pencil testing. Selecting the online assessment tool that works best for your school district can be facilitated by ensuring communication among all potential users of the application from the beginning of the selection process.



  • While online testing shares many of the same preparation requirements as traditional paper-based tests, they now take different forms. Rather than making sure you have enough printed copies of a test, an evaluation of the viability of online testing should involve a review of a district’s ability to provide for sufficient online access within the schedule for administration.



    For example, based on the number of computers and the network load, how many students can take the assessment during an exam period? Does the software restrict the number of concurrent users? Teachers likely will want the ability to create multiple forms of the test for security within the test administration. Can the application easily provide for this function?  

  • Further, the use of computers for online testing necessitates that students and teachers are already comfortable with using this technology as a regular part of daily instruction. Focused professional development on the usage of the application as well as what to do if things go awry will help the transition for staff. Issues to address could include what to do if a student needs to change an answer after a section of the testing is complete, how are unique log-ins provided for the students or if there is a technical problem during an administration can students resume where they were in the test.



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  • While many students are digital natives, they also should be involved in the preparation for the transition to online testing. Their feedback on the format and presentation of the items and the applications’ usability should not be overlooked. A key part of the selection process should also focus on whether the assessment application can provide for accommodations for all learners. For example, does the application provide read-aloud functionality or large print for students with visual impairments? A related consideration is whether the application can provide assessments in a variety of languages for non-native speakers.
  • Anne Bubnic
     
    No. 2 lead pencils might be suffering from "bubbling withdrawal" in many school systems across the country as more schools introduce online testing to assess student learning. Ranging from handheld devices to web-based and local server applications, online testing is now a viable option for formative and summative assessments.
Anne Bubnic

Continuous Improvement: It Takes More Than Test Scores [Bernhardt] - 0 views

  • Schools in our country hear that data makes the difference in improving student achievement. Not all schools, however, have felt the positive impact from what they believe is data-driven decision making. The most common reason: Most school districts in this country believe they are being data-driven when they have analyzed the dickens out of their state assessment results.
  • Anne Bubnic
     
    Continuous Improvement: It takes more than test scores. Analyzing state assessment results is only the beginning of effective data-driven decision making. There is no question that the passage of No Child Left Behind in 2001 has impacted schools in at least two ways: First and foremost, NCLB has made the use of data to improve student achievement imperative; and second, NCLB has increased the need for continuous improvement processes within schools. Summative data just the beginning
Anne Bubnic

The Benefits of Teacher Collaboration [PLC's] - 0 views

  • Researcher Ken Futernick (2007), after surveying 2,000 current and former teachers in California,concluded that teachers felt greater personal satisfaction when they believed in their own efficacy, were involved in decision making, and established strong collegial relationships.
  • School leaders who foster collaboration among novice and veteran teachers can improve teacher retention and teacher satisfaction, according to studies conducted by Susan Kardos and Susan Moore Johnson.
  • n Tennessee, school performance coaches receive specialized training to facilitate improvements in low-performing schools and districts. Helping teachers collaborate in meaningful ways is part of the work.
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  • The researchers suggest that school leaders foster a sense of shared responsibility, engage veteran teachers in the induction of new teachers and in their own professional growth, and earmark resources to support collaborative planning, mentoring, and classroom observations.
  • To determine the relationship between teacher collaboration and student achievement, the researchers used reading and math achievement scores for 2,536 fourth-graders, controlling for school context and student characteristics such as prior achievement. They found a positive relationship between teacher collaboration and differences among schools in mathematics and reading achievement.
  • Anne Bubnic
     
    Teacher collaboration and professional learning communities are frequently mentioned in articles and reports on school improvement. Schools and teachers benefit in a variety of ways when teachers work together. A small but growing body of evidence suggests a positive relationship between teacher collaboration and student achievement.
Anne Bubnic

Enhancing Student Learning [Rick Stiggins, Jan 2008] - 0 views

  • Both formative assessment and assessment for learning are intended to provide information early enough in the decision-making process to influence student learning. As traditionally conceived, formative assessment helps teachers group students more effectively and select appropriate instructional interventions. The teacher uses the assessment information. However, the litmus test of an effective assessment for learning is that it informs students about their own learning, helping them focus their learning energies where they are likely to be most effective. So formative assessment enlightens the teacher, while assessment for learning enlightens the student
  • Anne Bubnic
     
    Create profound achievement gains through formative assessments
Anne Bubnic

Drilling Deeper in a Professional Learning Community - 0 views

  • A Way of Thinking in a Professional Learning Community: Four Principles


    Begin with Building a Guiding Coalition

  • Anne Bubnic
     
    If schools are to function as true professional learning communities, they cannot avoid difficult and complex issues. Recognizing that a professional learning community involves a way of thinking will increase the likelihood of success when addressing such topics-topics that impact student learning. This article offers four ways of thinking that will produce results:
    1. Begin with Building a Guiding Coalition
    2. Build Shared-Knowledge
    3. Engage in Experimentation
    4. Focus on Results
Anne Bubnic

10 Things You Always Wanted To Know About Data-Driven Decision Making - 0 views

  • 1. If you're not using data to make decisions, you're flying blind.
  • 2. This is all about a process, not a specific technology.
  • 3. Get ready to feel threatened.
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  • 4. You will be spending more money, not less.
  • The first year is all about setting goals in the community and district. Year two is about roll-out and implementation, and it's not until years three or four that you can really see the effects,"
  • 5. Data-driven decision making does not save time.
  • 6. Your data's cleanliness is next to Godliness.
  • 7. Don't shoot first and ask questions later.
  • 8. A good D3M solution is one you can afford to change.
  • 9. NLCB is just the beginning of your journey.
  • 10. Word of warning: D3M is highly addictive.
  • Anne Bubnic
     
    Everyone's talking about D3M. Use this guide to help prevent all that data from driving you nuts.
Anne Bubnic

Data done right - 0 views

  • This is the NCLB model. Schools are expected to collect data once a year, slice and dice them in various ways, set some goals based on the analyses, do some things differently, and then wait another whole year to see if their efforts were successful. Somehow, this model is supposed to get schools to 100% proficiency on key learning outcomes.
  • he key difference in this model is an emphasis on ongoing progress monitoring and continuous, useful data flow to teachers
  • Under this approach, schools have good baseline data available to them, which means that the data are useful for diagnostic purposes in the classroom and thus relevant to instruction. The data also are timely, meaning that teachers rarely have to wait more than a few days to get results. In an effective data-driven school, educators also are very clear about what essential instructional outcomes they are trying to achieve (this is actually much rarer than one would suppose) and set both short- and long-term measurable instructional goals from their data.


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  • It is this middle part of the model that often is missing in school organizations. When it is in place and functioning well, schools are much more likely to achieve their short- and long-term instructional goals and students are much more likely to achieve proficiency on accountability-oriented standardized tests. Teachers in schools that have this part of the model mastered rarely, if ever, complain about assessment because the data they are getting are helpful to their classroom practice.
  • When done right, data-driven decision-making is about helping educators make informed decisions to benefit students. It is about helping schools know whether what they are doing is working or not
  • Anne Bubnic
     
    Thoughtful analysis from Scott McLeod. In his work with numerous school organizations in multiple states, he has seen the power of data firsthand. When done right, data-driven education can have powerful impacts on the learning outcomes of students. Unfortunately, most school districts still are struggling with their data-driven practice. Much of this is because they continue to think about using data from a compliance mindset rather than using data for meaningful school improvement
Anne Bubnic

Ackerman releases 5-part accountability program | - 0 views

  • The five assessment areas are: student achievement, which could include success on state tests and graduation rates; school operations, which could include teacher vacancies, class sizes and serious incidents; constituent satisfaction, which will look at results of student, parent and teacher surveys; school-selected indicators, which could include the percentage of students passing advanced classes, for example; and extra credit, which would be improvement in areas identified as challenging, such as increasing the number of students in the advanced category on the state's math and reading test.
  • Anne Bubnic
     
    Philadelphia School District Superintendent Arlene Ackerman yesterday unveiled a new accountability system that will go far beyond standardized test scores to determine how well each school and region is performing. Ackerman is the former county superintendent of schools in San Francisco.
Anne Bubnic

Data building better teachers - 0 views

  • The popular term for what's going on in the Richmond School District and other school systems throughout the region is data-driven decision making.



    How that plays out varies from school district to school district, from weekly meetings and annual data retreats to regular standardized assessments of student performance. What it means is educators are getting more scientific in how they approach teaching and learning in today's schools.

  • Use of the data for instruction is still in its infancy, according to Laura Maly, a math instructional coach who works with teachers at Bradley Tech and Pulaski high schools on applying the benchmark assessments to their classroom work.



    But she's optimistic that the more teachers learn about what information is available to them on their students, the greater impact it will have.



  • One of the main obstacles that schools say they face in taking advantage of the plethora of information available to them in the technological age is finding time for teachers to study their students' academic performance on objective measures and plan ways to address any shortcomings.



    In the Oconomowoc School District, each school has held a "data day" for staff before the start of school for the last four years. The Wauwatosa School District is experimenting in several schools with having teachers gather to figure out how to take information from the MAP test and apply it in their classrooms.

  • Anne Bubnic
     
    Districts use new methods to learn what works best for kids
    No longer is it viewed as acceptable for teachers to deliver lectures, administer grades and expect their students to simply try harder. Teachers are increasingly being asked to use assessments and collect data on student learning to gauge whether their methods are succeeding and what more needs to be done.
Anne Bubnic

What Is a "Professional Learning Community"? |Richard DuFour - 0 views

  • Big Idea #1: Ensuring That Students Learn


    The professional learning community model flows from the assumption that the core mission of formal education is not simply to ensure that students are taught but to ensure that they learn. This simple shift—from a focus on teaching to a focus on learning—has profound implications for schools.

  • Big Idea #2: A Culture of Collaboration


    Educators who are building a professional learning community recognize that they must work together to achieve their collective purpose of learning for all. Therefore, they create structures to promote a collaborative culture.

  • Big Idea #3: A Focus on Results


    Professional learning communities judge their effectiveness on the basis of results. Working together to improve student achievement becomes the routine work of everyone in the school. Every teacher team participates in an ongoing process of identifying the current level of student achievement, establishing a goal to improve the current level, working together to achieve that goal, and providing periodic evidence of progress. The focus of team goals shifts. Such goals as "We will adopt the Junior Great Books program" or "We will create three new labs for our science course" give way to "We will increase the percentage of students who meet the state standard in language arts from 83 percent to 90 percent" or "We will reduce the failure rate in our course by 50 percent."

  • Anne Bubnic
     
    The professional learning community model has now reached a critical juncture, one well known to those who have witnessed the fate of other well-intentioned school reform efforts. In this all-too-familiar cycle, initial enthusiasm gives way to confusion about the fundamental concepts driving the initiative, followed by inevitable implementation problems, the conclusion that the reform has failed to bring about the desired results, abandonment of the reform, and the launch of a new search for the next promising initiative. Another reform movement has come and gone, reinforcing the conventional education wisdom that promises, "This too shall pass."
Anne Bubnic

Improving Decisions with Data [Doug Johnson] - 0 views

  • Harnessing more powerful data tools and greater amounts of data.
  • Granting teacher, parent and community access to data
  • Planning and utilizing interoperability standards
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  • Guaranteeing integrity, privacy and security
  • Building data analysis and interpretation skills
  • Anne Bubnic
     
    Administrators will face, if they aren't already, five particular challenges in their use of data.
    1.Harnessing more powerful data tools and greater amounts of data.
    2.Granting teacher, parent and community access to data
    3. Planning and utilizing interoperability standards
    4. Guaranteeing integrity, privacy and security
    5. Building data analysis and interpretation skills

Anne Bubnic

Data Wise: A Step-by-Step Guide to Using Assessment Results to Improve Teaching and Learnin... - 0 views

  • The scenarios that illustrate each chapter come from two case studies, one based on a K-8th grade scenario and the other a 9th-12th grade setting. Data Wise grounds its discussion in examples from those contexts, keeping the material accessible and focused on realistic problems and solutions. Data Wise's process depends on collaboration and full faculty participation. With a sympathetic understanding of the inevitable limits on staff time, the authors discuss the best ways to structure collaborative faculty time and include three protocols to involve faculty and staff in gaining insight from data.
  • Anne Bubnic
     
    Demystify that data! A powerful asset to data driven inquiry and improvement, Data Wise comes out of a work group of Boston Public School leaders and Harvard Graduate School of Education faculty and doctoral students and is informed by the development of a data system now used by all Boston Public Schools. Data Wise guides schools and school systems through the growth of comprehensive data systems that encompass classroom work samples as well as standardized tests.
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