"Effective Learning Techniques: Insights from Cognitive Psychology and Lessons from Software Engineering"
Hatched by Kazuki Nakayashiki
Sep 01, 2023
3 min read
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"Effective Learning Techniques: Insights from Cognitive Psychology and Lessons from Software Engineering"
Introduction:
Effective learning techniques play a crucial role in enhancing students' performance and promoting long-term retention and comprehension. In this article, we will explore the findings from the research paper "Improving Students' Learning With Effective Learning Techniques" by John Dunlosky et al. (2013) and draw parallels between these techniques and the lessons learned from software engineering, as outlined in Jacky Wang's article "4 Lessons From My 4 Years at Instagram & Facebook as a Software Engineer".
Finding the Right Techniques:
In the research paper, the authors highlight the importance of identifying learning techniques that show promise of efficacy and can be feasibly implemented by students. They found that practice testing and distributed practice received high utility assessments, benefiting learners of various ages and abilities. On the other hand, techniques such as summarization, highlighting, keyword mnemonics, imagery use, and rereading received low utility assessments.
Lesson 1: Iterate and Learn from Testing and Data:
The idea of iterating and learning from testing and data aligns with the concept of practice testing. By continuously testing their knowledge and identifying areas of weakness, students can iterate their learning process and focus on improving those specific areas. Similarly, in software engineering, the iterative process allows engineers to refine their products based on user feedback and data, leading to continuous improvement.
Lesson 2: The Power of Simplicity:
In both the field of learning techniques and software engineering, simplicity is a key principle. The research paper emphasizes that the simplest solution is often the most effective. Similarly, in problem-solving within software engineering, the mantra "the simplest solution is usually the right one" guides engineers to prioritize simplicity and avoid unnecessary complexity, leading to more efficient and robust solutions.
Lesson 3: The Importance of Soft Skills and Communication:
The research paper suggests that student characteristics, such as working memory capacity and domain knowledge, can influence the effectiveness of learning techniques. This aligns with the idea presented in Jacky Wang's article that the best software engineers possess a combination of coding skills and strong soft skills, including effective communication. Clear and concise communication, both in the learning process and software engineering, facilitates understanding, collaboration, and the exchange of ideas.
Actionable Advice:
- Embrace iterative learning: Incorporate regular practice testing and continuous evaluation of your knowledge to identify areas for improvement and iterate your learning process accordingly.
- Prioritize simplicity: When faced with complex problems or tasks, strive to find the simplest and most effective solution. Avoid unnecessary complexity that may hinder comprehension or performance.
- Develop strong soft skills: Enhance your communication skills, both written and verbal, as they are crucial for effective learning and collaboration. Clear communication promotes understanding and empowers others to learn and grow.
Conclusion:
By understanding effective learning techniques from cognitive psychology and drawing insights from software engineering, we can optimize our learning processes and improve our overall performance. Embracing iterative learning, prioritizing simplicity, and developing strong soft skills are actionable steps that can lead to enhanced learning outcomes and increased impact in various domains. So, let's apply these principles and unlock our full potential as learners and problem solvers.
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