Desirable difficulty

A desirable difficulty is a learning task that requires a considerable but desirable amount of effort, thereby improving long-term performance. It is also described as a learning level achieved through a sequence of learning tasks and feedback that lead to enhanced learning and transfer.[1]

As the name suggests, desirable difficulties should be highly desirable and increasingly challenging. Research suggests that while difficult tasks might slow down learning initially, the long term benefits are greater than with easy tasks.[2] However, to be desirable, the tasks must also be achievable.

Background

Many tasks give the illusion of learning because they are too easy. For example, re-reading notes or a textbook is a common learning tactic that has been proven to be less beneficial than using flashcards.[2] A student may feel like they are learning when re-reading, but this is partly due to the fact that the words are more familiar rather than that the material is being processed and learned. Flashcards on the other hand, require the student to actively recall the information. This is a desirable difficulty because it requires more effort and forces the student to do more complex processing. At first, learning with desirable difficulties may take longer and the student may not feel as confident, but over time knowledge will be retained better.[2]

The term was first coined by Robert A. Bjork in 1994.[3] The UCLA psychologist introduced the concept as an experience that makes learning more difficult, allowing students to form stronger connections.[4] The idea is that, as the task difficulty increases, learning also increases due to the way it challenges the learner to achieve his optimum performance.[5]

Requirements

To determine whether a difficulty is desirable, use the following three guidelines:[2]

  1. The processing at encoding should be the same as the processing at retrieval.
  2. The processing at encoding should be the same as the processing during practice.
  3. The task must be able to be accomplished. Too difficult a task may dissuade the learner and prevent full processing.

A model called the Challenge Point Framework can also be used.[6] It is based on the relationship between task difficulty and the ability or the knowledge and skills of the learner.[5] This framework identifies the so-called Optimal Challenge Point (OCP), where the learner obtain his greatest potential for learning.[6]

Research and examples

Researchers have experimented with various methods of learning. A common theme between the methods that have proven to be most beneficial is that they all present difficulties and challenges to the learner.[7] Compared with traditional easier learning methods, they appear to make learning slower. The traditional easy tasks often show better temporary performance effects, and these are confused for more permanent effects.[8] While this is somewhat counterintuitive, studies show that difficulties are better for increased performance in the long run. The following are examples of training tasks that are desirably difficult.

Retrieval practice

Also known as the testing effect, retrieval practice uses testing as a training tactic. Performance can be improved by devoting some of the learning period to testing by trying to recall the to-be-learned information. An example of this is flashcards, where a student will try to answer what is on the back of a card based on what is written on the front of a card (i.e. a word on the front and its definition on the back). For best results, feedback is key; the learner should receive feedback on their performance and learn the correct answers.[9]

Delayed feedback

To improve, students need to receive feedback on their work; feedback could consist of the correct answers, a grade, comments, etc. While feedback is essential, a surprising result found is that delaying feedback is better than receiving immediate feedback.[10] This is contingent on the delayed feedback being guaranteed. Notably, this claim is highly improbable, and is inconsistent with a wealth of research highlighting the benefits of immediate feedback [11] Feedback in any form is better than no feedback at all.

Some experts note that, presently, the mechanisms that can precisely cause desirable difficulty effect are not yet well understood.[12]

Spacing and interleaving

The spacing effect consists of repetitive studying while ensuring that there is a delay between repetitions. If this delay is created through studying another task or subject, the method is known as interleaving. An example of this is reviewing notes from previous weeks every week up until the final. This will space out the review sessions instead of cramming and increase amount of information that is committed to long-term memory.

Combined techniques

Combining desirably difficult techniques in the right ways can be beneficial. For example, the 3R (Read/Recite/Review) technique involves reading a piece of text, reciting the text without looking, and then reviewing the text again. In one experiment, students who used this task performed better than those who simply reread the text.[2] This method takes advantage of two desirable difficulties. The first is that recalling what is written in the text takes considerably more effort than rereading. The second is that during the review stage, students are actively looking for feedback rather than passively receiving feedback in other ways.

Sans forgetica typeface

Sans forgetica is a minor version of Helvetica sans-serif intended as a desirable difficulty learning aid for competent readers.[13] However, there are scientific studies that say sans forgetica has no positive effects on actual performance.[14]

Implications

For students

Students can easily incorporate these techniques into their everyday studying habits to increase their recall. For example, instead of just rereading the material, testing yourself with flashcards will harness the testing effect. Students can also use the spacing effect and interleaving while studying. They can spend time on one subject, then take a break by studying another subject, before returning to the original subject again. This enforces interleaving by mixing several subjects while also spacing out studying over different intervals.

For instructors

Teachers and professors can utilize spacing by including problems on past topics throughout different homework assignments. They can also utilize the test-a-day method to enforce the testing effect, by requiring students to consistently recall information. Delaying feedback on tests and quizzes is also beneficial, but as long as it is not delayed so long that the students do not read the feedback.

One issue with a majority of current research is that it occurs over a short time span such as a few hours to a couple of days; however, teachers and professors are more interested in ensuring the material they teach remains long term. Through the study of people's recollection of high school Spanish words, Harry Bahrick was able to show that a considerable portion of information learned in a particular class is remembered throughout a person's life and is known as permastore.[3][2] Bahrick found that spaced post-study sessions promoted permastore for Spanish vocabulary, and likewise, Landauer and Ainslie found that the testing effect increased scores on the information over a year later.[2] The long term effect over decades is still unknown and being researched.

References
  1. Derks, Daantje; Bakker, Arnold (2013). The Psychology of Digital Media at Work. East Sussex: Psychology Press. p. 125. ISBN 9781848720749.
  2. Marsh, E. J.; Butler, A. C. (2014). Memory in educational settings. Chapter in D. Reisberg (Ed.) Oxford Handbook of Cognitive Psychology. pp. 299–317.
  3. Bjork, R.A. (1994). "Institutional Impediments to Effective Training". Learning, remembering, believing: Enhancing human performance.
  4. Wentzel, Arnold (2019). Teaching Complex Ideas: How to Translate Your Expertise into Great Instruction. New York: Routledge. p. 159. ISBN 9781138482364.
  5. Hodges, Nicola J.; Williams, A. Mark (2019). Skill Acquisition in Sport: Research, Theory and Practice. Oxon: Routledge. ISBN 978-1-351-18973-6.
  6. Hodges, Nicola; Lohse, Keith; Wilson, Andrew; Lim, Shannon; Mulligan, Desmond (October 2014). "Exploring the Dynamic Nature of Contextual Interference: Previous Experience Affects Current Practice But Not Learning". Journal of Motor Behavior. 46:6: 455–467.
  7. Bjork, R. A. (1994). Memory and metamemory considerations in the training of human beings. In J. Metcalfe and A. Shimamura (Eds.), Metacognition: Knowing about knowing. pp. 185–205.
  8. Bjork, Robert A.; Schmidt, Richard A. (1992). "New Conceptualizations of Practice: Common Principles in Three Paradigms Suggest New Concepts for Training". American Psychological Society.
  9. https://bjorklab.psych.ucla.edu/wp-content/uploads/sites/13/2016/07/Soderstrom_Bjork_Learning_versus_Performance.pdf
  10. https://bjorklab.psych.ucla.edu/wp-content/uploads/sites/13/2016/07/Soderstrom_Bjork_Learning_versus_Performance.pdf
  11. Corbett, Albert T; Anderson, John R (2001). "Locus of feedback control in computer-based tutoring: Impact on learning rate, achievement and attitudes" (PDF). SIGCHI: 245–252. Retrieved July 19, 2020.
  12. Swanwick, Tim; Forrest, Kirsty; O'Brien, Bridget C. (2018). Understanding Medical Education: Evidence, Theory, and Practice, Third Edition. Hoboken, NJ: John Wiley & Sons. p. 28. ISBN 978-1-119-37382-7.
  13. RMIT News release 2018/10/03: Sans Forgetica: new typeface designed to help students study
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