Personalized learning and accelerated student outcomes

A couple of weeks ago I blogged about our support for schools that are redesigning their instructional models in order to personalize learning for students. I listed design principles shared by these schools:

  • Student Centered: designed to meet the diverse learning needs of each student every day
  • High Expectations: committed to ensuring that every student will meet clearly defined, rigorous standards that will prepare them for success in college and career
  • Self-Pacing & Mastery-Based Credit: enables students to move at their own optimal pace, and receive credit when they can demonstrate mastery of the material
  • Blended Instruction: optimizes teacher- and technology-delivered instruction in group and individual work
  • Student Ownership: empowers students with skills, information and tools they need to manage their own learning
  • Financial Sustainability: sustainable on public per-pupil revenue within four years
  • Scalable: designed to serve many more students if it demonstrates impact

In the earlier post I wrote a couple paragraphs about “self-pacing & mastery-based credit” and “student ownership.” I received a few emails asking about specific expectations for performance at the school level, since “high expectations” is listed as a principle. We’re thinking a lot about this with our partners.

Most of the schools we support serve high percentages of students who enter with academic knowledge and skills well below the benchmarks for their grade. To help students catch up, the school teams are designing instructional models and using technologies they hope will accelerate learning gains. The new schools we are funding have a goal of achieving an average of 1.5 years of growth for their students each year.

When I said this in a keynote at a conference in October, some folks in the tweet stream said it was illogical — one year is one year, and whatever a kid learns that year is a year’s worth of learning. That’s true in one sense, but we’re saying something different. Independent assessment instruments often have an objective notion of how many concepts students typically master in a school year and at specific grade levels. When students master fewer or more than these, they are said to achieve less or more than a year’s growth.

A more practical way to think about it is this: Imagine a 9th grader arrives at high school with 7th grade reading and math knowledge and skills.  Unfortunately this is a pretty common phenomenon in low income communities. The only way for this student to graduate in four years meeting 12th grade academic expectations is to learn 1.5 years of material every year.

To evaluate whether their approaches are working, the new personalized school models we fund agree to participate in a common, multi-year research and evaluation study conducted by RAND. The study focuses on learning outcomes, implementation issues, and financial sustainability.

For learning outcomes, “years of growth” will be measured at the student and school level in math, language arts, and problem-solving using the Measures of Academic Progress (MAP) adaptive assessment, given at the beginning of the study to establish a baseline and then at the end of each academic year to evaluate growth. RAND will also collect and analyze state test scores, attendance, behavior, and graduation rates and compare them to matched comparison groups, along with non-cognitive measures of grit and academic mindset.

But back to the main idea of the post — regardless of the specific measurement instrument, what do you think about this 1.5 years of growth concept?

Design principles for personalized learning in schools

Over at Impatient Optimists, the official Gates Foundation site, my teammate Scott Benson and I blogged about our investments in personalized learning in schools. It’s a solid high-level overview of our approach, but the IO editorial process resulted in a bit of a formal tone.

So, I wanted to use this blog to spark a more direct dialogue about the set of design principles we look for in schools we’re investing in:

  • Student Centered: designed to meet the diverse learning needs of each student every day
  • High Expectations: committed to ensuring that every student will meet clearly defined, rigorous standards that will prepare them for success in college and career
  • Self-Pacing & Mastery-Based Credit: enables students to move at their own optimal pace, and receive credit when they can demonstrate mastery of the material
  • Blended Instruction: optimizes teacher- and technology-delivered instruction in group and individual work
  • Student Ownership: empowers students with skills, information and tools they need to manage their own learning
  • Financial Sustainability: sustainable on public per-pupil revenue within four years
  • Scalable: designed to serve many more students if it demonstrates impact

Obviously not every school we’re investing in has every principle figured out. The two that are wide-open for innovation right now are self-pacing & mastery-based credit and student ownership. We think both are important and we’re following their evolution closely. Here’s a little more about what we mean by each:

Self-pacing & mastery-based credit

As soon as students learn something and can demonstrate it, they should get credit for it and move on. Move on to the next set of concepts and skills on their learning path, and move on to deeper engagement in topics they’re interested in. No more sitting through hours of classroom instruction that’s too basic or too advanced. No more tyranny of the clock and the calendar. This is such a compelling idea, and really hard to implement in a school, a network, or a district. It requires a rethink of time, classroom organization, teacher roles, student support, and curriculum & assessment. Some school leaders and policy-types are doing and saying important things on this topic. Diane Tavenner, CEO at Summit Public Schools, recently blogged about their efforts on this front over at Blend My Learning . The folks over at the Nellie Mae Education Foundation are supporting several schools that are experimenting with what they call competency-based curriculum and credit – you can read more about it here.

Student ownership

The NYT recently chronicled the college-going experiences of three low-income girls from my neck of the woods (or rather, coastal plain) in Galveston, Texas. Even though they had done well academically in high school, the girls struggled with all sorts of challenges at college. A growing body of research and practice is focused on the kinds of factors that contribute to stories like theirs. Paul Tough wrote about it in How Children  Succeed, my favorite education book last year. Some critics of high performing charter networks say the “no-excuses” model of intensive teacher support employed to help students score well on state exams and graduate fails to develop the habits and initiative required to successfully navigate learning opportunities after high school. Many of the same school leaders are dismayed by the college completion rates of their graduates. While their completion rates are often higher than others like them, these students still graduate at a rate far below those of higher-income students with similar academic records.  A number of these schools are tapping into a body of research that might help set students up for longer-term success.

The research team at the Chicago Consortium for School Research produced a great literature review  on “non-cognitive” factors that lead to better academic performance, and Carol Dweck and colleagues reviewed the research on what she calls academic tenacity. Both have extensive bibliographies if you’re interested in reading more. For a look at what a couple of schools are doing to implement the ideas, check out the KIPP NY initiative and Diane Tavenner’s description of what they are doing at Summit.

We’re at the beginning of our learning curve on these aspects of personalized learning and privileged to be working with so many innovators. What do you think about our list of design principles? Have you seen interesting implementations of self-pacing & mastery-based credit or student ownership we should know more about?