Thursday, August 26, 2021

New Article about Situative Assessment

The awesome Diane Conrad of Athabasca University guest-edited a special issue of Distance Education on assessment and was kind enough to accept our proposal to present our situative approach to online grading, assessment, and testing:

Hickey, D., & Harris, T. (2021). Reimagining online grading, assessment, and testing using situated cognition. Distance Education42(2), 290-309.

The first part of the paper reframes the  "multilevel" model of assessment introduced in a 2012 article in the Journal of Research in Science Teaching and a 2013 article in the Journal of Learning Sciences for online settings.  

  1. Immediate-Level Ungraded Assessment of Online Discourse via Instructor Comments
  2. Close-Level Graded Assessment of Engagement via Informal Reflections
  3. Proximal Formative ­Self-Assessments
  4. Automated Distal Summative Achievement Tests

The second part of the article introduces ten new assessment design principles, 
  1. Embrace Situative Reconciliation over Aggregative Reconciliation.
  2. Focus on Assessment Functions Rather than Purposes.  
  3. Synergize Multiple Complementary Types of Interaction
  4. Use Increasingly Formal Assessments that Capture Longer Timescales of Learning
  5. Embrace Transformative Functions and Systemic Validity
  6. Position Learners as Accountable Authors
  7. Reposition Minoritized Learners for Equitable Engagement
  8. Enhance Validity of Evidence for Designers, Evaluators, and Researchers  
  9. Enhance Credibility of Scores and Efficiency for Educators
  10. Enhance Credibility of Assessments and Grades for Learners
I was particularly pleased with the new ideas under the seventh principle.  We were able to use Agarwal and Sengupta-Irvings (2019) critique of Engle & Conants (2002) Productive Disciplinary Engagement framework and their new Connected and Productive Disciplinary Engagement framework,  It forms the core of our Culturally Sustaining Classroom Assessment framework that we will be presenting for the first time at the Culturally Relevant Evaluation and Assessment conference in Chicago in late September, 2021.

Thursday, May 13, 2021

Articles Chapters, and Reports about Open Badges

by Daniel Hickey

Thanks to Connie Yowell and Mimi Itow at the MacArthur Foundation's Digital Media and Learning Initiative, I had the pleasure of being deeply involved with digital badges and micro-credentials starting in 2010.  While we no longer have any funding for this work, my colleagues and I are continuing to engage with the community.  I am thrilled to see the continued growth and the wide recognition that micro-credentials offer new career pathways to non-traditional learners.

I get occasional requests for copies of chapters, articles, and reports that we reproduced as well as some general "where do we begin" queries.  Given that we were funded to provide broad guidance from 2012-2017, we produced some things that beginners and advanced innovators have found quite useful. We continued to publish after MacArthur ended the DML initiative and funding ran out. Here is an annotated list of resources.  We hope you find them useful!

Getting Started.

If you are new to badges and microcredentials, this might be a good place to get some basic background:

Where Badges Work Better

We studied the 30 badge systems that MacArthur funded in 2012 to uncover the badge system design principles that might guide the efforts of innovators.  This included general principles and principles for recognizing, assessing, motivating, and studying learning. These findings were collected in a short report at EDUCAUSE and our longer report:

We also did a followup study two years later to determine which systems resulted in a "thriving" badge-based ecosystem.  Most of the constructivist "completion-badge" systems and associationist "competency-badge" systems failed to thrive, many never got past piloting and some never issued any badges.  Turned out that wildly optimistic plans for assessing competency or completion undermined the project.  In contrast, most of the sociocultural "participation-badge" systems were still thriving, in part because they relied on peer assessment and because they assessed social learning rather than individual completion or competency:

 Endorsement 2.0 and Badges in the Assessment BOOC

An important development is "endorsement" in the Open Badges 2.0 Standards.  It allows a "BadgeClass" to carry an endorsement (e.g., from an organization, after reviewing the standards) and for each "assertion" of that badge class to carry an endorsement (e.g., from a member of that organization, after reviewing the evidence in the badge).  Nate Otto and I summarized this feature and EDUCAUSE Review and predicted its s impact in the Chronicle:  

This chapter describes Google-funded "Big Open Online Course" ("BOOC") which really pushed the limits of open badges, including one of the first examples of "peer endorsement" and "peer promotion." It also showed that our asynchronous model of participatory learning and assessment (PLA) could be used at scale to support highly interactive learning with almost no instructor engagement with open learners:

The Varied Functions of Open Badges

This chapter used the BOOC badges to illustrate how badges to illustrate the range of functions of open badges.  It shows how badges support the shift (a) from measuring achievement to capturing learning. (b) from credentialing graduates to recognizing learning, (c) from compelling achievement to motivating learning, and (d) from accrediting schools and programs to endorsing learning:

This chapter used example badges from sustainable/sustainability education to similarly illustrate these four functions of digital badges.  The badges came from Ilona Buchem's  EU-funded Open Virtual Mobility project and the FAO e-Learning Academy from the UN's Food and Agriculture Organization.  BTW, the e-Learning Academy features some of the best self-paced open courses I have ever seen.  the assessments are great and you really can't prank them.  If it says the course will take two hours it is really impossible to earn the badges without spending two hours learning (I tried!):

This 2017 chapter presents the situative model of assessment that was first published in Hickey (2003) in the context of open badges.  It is my response to people like Mitch Resnick who claim that open badges will undermine intrinsic motivation.  I agree with him that they will if you use them as meaningless tokens.  So don't do that Mitch!  Instead take advantage of the fact that badges contain meaningful information and can circulate in social networks and gain more meaning, which has consistently been shown to enhance free-choice engagement:

Validity vs. Credibility

Early on in my journey with digital badges, Carla Casilli blew my mind when her early blogpost explained how the "open" nature of open badges forced us to rethink validity in assessment and testing.  The ability for a viewer to interrogate the evidence contained in a badge or micro-credential means that the credibility of that evidence is more important than the validity of that credential in a traditional sense.  So I was happy to write with her about this important issue: 

Wednesday, May 12, 2021

New articles on Participatory Learning and Assessment (including inclusion)

  Yikes, it has been a long time since we have posted.  Partly what happened is we redirected our energy from blogging to publishing.  Starting in 2019, we began translating the theory-laden design principles to practical steps for readers who may or may not be grounded in sociocultural theories. This was serendipitous in light of the pandemic and the explosion of interest in asynchronous online learning. 

In contrast to our earlier articles, these new articles reflect the influence of current research on power and privilege in the learning sciences.  Each includes design principles and/or steps that are intended to "reposition" minoritized learners.  In particular, the changes reflect the influence of papers by Priyanka Agarwal and Tesha Sengupta-Irving on Connective and Productive Disciplinary Engagement (CPDE, 2019) Each of the descriptions below is hotlinked to a copy of the article.

This first article is a very gentle introduction to online participatory learning and assessment (PLA). It was written for educators with no experience teaching online and who are not grounded in any particular theory of learning

This article describes how we translated the PLA principles into fourteen steps, focusing on engagement routines.  It was written for instructional designers and others who are grounded in more conventional cognitive-associationist and cognitive-constructivist theories of learning

This one introduces ten new situative assessment design principles, building on the "multi-level" assessment model in Hickey and Zuiker (2012).  While it includes the theoretical grounding, it was written for readers who might not be grounded in situative theory.