Thinking is hard. Dr. Alphia Kaminsky explores this idea through a meta-analysis by David and colleagues, which reviewed 170 studies on mental effort and negative affect. The research confirms a strong, consistent link: as mental effort increases, so does unpleasantness, with a 0.5-point rise in negative affect per effort point. Only one moderator—whether the study was conducted in Asia or North America/Europe—significantly influenced the results, with Asian participants finding effort slightly less aversive, possibly due to cultural exposure or translation nuances. Education, experience, and gamification did not matter. This finding aligns with the "law of less work" from animal behavior research and human reliance on heuristics to conserve mental resources. Kaminsky applies this insight to education, noting that students’ cognitive fatigue may stem from insufficient sleep, nutrition, or rest rather than lack of motivation. She also addresses the stigma high-achieving students face when struggling academically, emphasizing that needing breaks is normal. Ultimately, despite thinking being unpleasant and resource-demanding, people persist because they care about meaningful outcomes—solving problems, connecting with others, and improving the world. Critical thinking, she argues, is a disposition fueled by care, not ease.
[MUSIC] Welcome to the Learning Scientist Podcast, a podcast for teachers, students, and parents about evidence-based practice and learning. Hi, I'm Dr. Alphia Kaminsky, and in this episode, I'm going to be reading the post. Thinking is hard. Thinking is hard. As someone whose career is more or less based on thinking thoughts and communicating those thoughts effectively, I have a love-hate relationship with thinking. There are days when I'm excited to work through tough problems and read interesting and relevant research. Most days, I'm genuinely excited to talk about those things with other people. There are even days when I delight in writing about those things. But there are also a lot of days when I am exhausted and overwhelmed in my cry. It's asked to think about one more thought. When I have no more opinions to give, no more thoughts on the topic, no ideas about what to have for dinner. According to a recent meta-analysis, the umplusiveness of thinking, a meta-analytic review of the association between mental effort and negative affect, I am not alone. There's a long history of research and psychology that suggests that people and animals generally do not like to do more than is necessary. This has been called the law of less work or the law of minimum effort. These laws followed from research on animal behavior in the 1930s and 1940s that found that animals will generally try to expend as little effort as possible when given the choice. Later research on human reasoning and decision making found that people tend to adopt heuristics as opposed to algorithms. Heuristics are simple and therefore easier processes that yield correct results most of the time, while algorithms are complex and therefore more effortful processes that yield correct results all of the time. We also tend to only exert mental effort when we think the rewards are attainable and sufficiently valuable. When presented with choices that require different amounts of effort, there are a variety of factors that influence whether or not will choose to do something that requires more effort. Sleep, fatigue, and information about the reward all impact or choice. All of these findings support the idea that cognitive efforts, i.e. thinking, is resource intensive and we like to conserve our resources. Thinking is effortful but is it unpleasant? Here the evidence is somewhat mixed. On the one hand, we tend to require rewards to pursue more effortful thinking which suggests that the effort of thinking may not be rewarding in and of itself. On the other hand, research on the need for cognition scale suggests that there is variation in how people seek out and engage with cognitive activities. Research in this area has found that people who score higher in need for cognition tend to rate cognitive tasks as more enjoyable. To better understand the relationship between mental effort and negative affect, David and colleagues conducted a meta-analysis of 170 studies of mental effort. They looked at a number of moderators to see what factors have an effect on this relationship. Does education level matter? Maybe people who have attained a higher degree of education have a higher need for cognition and don't find it unpleasant. Does experience or skill matter? Maybe people have just learned to enjoy effortful tasks over time. Does feedback matter? Many tasks have been gamified such that you can monitor your progress or points on a task to make it more like leveling up at a game. Maybe that makes demanding tasks more enjoyable. In total, the authors looked at 15 different moderators. Some what surprisingly, of the 15 different moderators only one had a significant effect, whether the study was conducted in Asia or North America/Europe. Nothing else mattered. Not education level, not experience, not even gamification. Across all of the studies, they found a strong relationship between mental effort and negative affect. On average, for every one point increase in effort, there was a point 5 increase in negative affect. We really don't like thinking. However, the effort was perceived as more unpleasant by people in North American or European countries than in Asian countries. The interpretation of this result highlights some of the complexities of cultural psychology. It could be that exposure to mental effort in the value placed on that mental effort are different in Asian countries compared to North American and European countries. For example, the authors highlight the hours that high school students spend on schoolwork in China and the prevalence of cramps schools in Japan. It is also possible that words like "effort and annoyed" have different connotations when translated into those languages which influence survey responses. So I should note that all the studies included in the meta-analysis used the same survey to measure mental effort, including translated versions. However, while the size of the effect is somewhat smaller in Asian countries, people still found mental effort to be aversive. I think the understanding that thinking in general, blood-alone thinking critically and learning is resource demanding, is also useful for reframing conversations around education. I've written previously about the impact of providing breakfast in lunch at schools. Our brains require energy to think with around 20% of our calories going towards the brain. And cognitive tasks that are more demanding burn more calories. We see students drifting off for falling asleep in class and might assume that they are unengaged or unmotivated. While motivation and engagement certainly play a role in how students show up for class, it is also worth asking whether that student is eating or sleeping enough to get them through a cognitively demanding day. I also think recognizing that thinking is hard and resource demanding may help to address some of the shame and stigma high-achieving students feel when they encounter academic difficulties. And, anecdotally, one of the common questions I get from medical students is how long they should be able to study before needing a break. Four hours, five. Of course, the answer is that there are a lot of factors. Your overall mental and physical health affects your ability to think. If you've been sleeping, eating, and exercise, well, then you'll likely find that you're able to study for longer and more and more productively. If you're tired or unwell, then you'll get fatigued more easily and will need more breaks. Without proper rest and resources, your motivation and ability as a student will only get you so far. Thinking is hard and needing breaks to refuel and re-energize is normal. Thinking is hard and yet we still do it. Why? One of my favorite topics to talk about is critical thinking. My favorite book to teach out of is Thought and Knowledge by Diane Helperd. One of the themes throughout the book is that critical thinking is as much a disposition or willingness to engage and put forth effort as it is a set of cognitive skills. I get frustrated by the assumption that emotion must be removed from logic. That being emotional somehow is separate or different from being rational, as if it's possible to remove all bias by removing all feelings. What this research and research on critical thinking suggests to me is that the reason why we keep thinking and thinking critically is because we care. We don't do it because it's easy. We do it because we care about something, because we care about people, the environment, and the world around us. We care enough to push through the implicitness of thinking so that we can solve problems, make connections, and support people around us. This episode is funded by listeners like you. To support our work and gain access to exclusive content, visit our Patreon page at www.patrayon.com/learningscientists.
Podcast Summary
Key Points:
Thinking is inherently effortful and resource-intensive, with a strong link between mental effort and negative affect.
A meta-analysis of 170 studies found that, on average, a one-point increase in effort leads to a 0.5-point increase in negative affect, with only cultural region (Asia vs. North America/Europe) moderating this effect.
People in Asian countries reported slightly less unpleasantness from mental effort, possibly due to cultural values and exposure.
Recognizing the demands of thinking can help reframe educational issues, such as student fatigue, motivation, and the need for adequate rest and nutrition.
Despite its difficulty, people engage in thinking and critical thinking because they care about solving problems and supporting others.
Summary:
Thinking is hard. Dr. Alphia Kaminsky explores this idea through a meta-analysis by David and colleagues, which reviewed 170 studies on mental effort and negative affect.
5-point rise in negative affect per effort point. Only one moderator—whether the study was conducted in Asia or North America/Europe—significantly influenced the results, with Asian participants finding effort slightly less aversive, possibly due to cultural exposure or translation nuances. Education, experience, and gamification did not matter.
This finding aligns with the "law of less work" from animal behavior research and human reliance on heuristics to conserve mental resources. Kaminsky applies this insight to education, noting that students’ cognitive fatigue may stem from insufficient sleep, nutrition, or rest rather than lack of motivation. She also addresses the stigma high-achieving students face when struggling academically, emphasizing that needing breaks is normal.
Ultimately, despite thinking being unpleasant and resource-demanding, people persist because they care about meaningful outcomes—solving problems, connecting with others, and improving the world. Critical thinking, she argues, is a disposition fueled by care, not ease.
FAQs
The meta-analysis found a strong relationship between mental effort and negative affect, with a 0.5 increase in negative affect for every one-point increase in effort. This effect was moderated only by region, being less pronounced in Asian countries compared to North America/Europe.
People generally follow the 'law of less work' or 'law of minimum effort,' preferring heuristics over more effortful algorithms. They only exert mental effort when rewards are perceived as attainable and valuable.
Factors like sleep, fatigue, and information about the reward impact the choice to exert mental effort. However, the meta-analysis found that education level, experience, and gamification did not significantly affect the unpleasantness of thinking.
The difference may stem from cultural factors, such as greater exposure to mental effort in education (e.g., long study hours in China or cram schools in Japan) or differences in how words like 'effort' and 'annoyed' are translated and perceived.
The brain uses about 20% of the body's calories, and demanding cognitive tasks burn more calories. This can affect students' ability to focus, especially if they are not eating or sleeping enough.
Critical thinking is driven by care and concern for issues like people, the environment, or the world. It is a disposition to put forth effort because we care enough to solve problems and support others.
Chat with AI
Loading...
Pro features
Go deeper with this episode
Unlock creator-grade tools that turn any transcript into show notes and subtitle files.