A systematic review and meta-analysis of growth mindset interventions: For whom, how, and why might such interventions work?
As growth mindset interventions increase in scope and popularity, scientists and
policymakers are asking: Are these interventions effective? To answer this question …
policymakers are asking: Are these interventions effective? To answer this question …
Behavioural science is unlikely to change the world without a heterogeneity revolution
In the past decade, behavioural science has gained influence in policymaking but suffered a
crisis of confidence in the replicability of its findings. Here, we describe a nascent …
crisis of confidence in the replicability of its findings. Here, we describe a nascent …
What can be learned from growth mindset controversies?
DS Yeager, CS Dweck - American psychologist, 2020 - psycnet.apa.org
The growth mindset is the belief that intellectual ability can be developed. This article seeks
to answer recent questions about growth mindset, such as: Does a growth mindset predict …
to answer recent questions about growth mindset, such as: Does a growth mindset predict …
The i-frame and the s-frame: How focusing on individual-level solutions has led behavioral public policy astray
An influential line of thinking in behavioral science, to which the two authors have long
subscribed, is that many of society's most pressing problems can be addressed cheaply and …
subscribed, is that many of society's most pressing problems can be addressed cheaply and …
Do growth mindset interventions impact students' academic achievement? A systematic review and meta-analysis with recommendations for best practices.
According to mindset theory, students who believe their personal characteristics can change—
that is, those who hold a growth mindset—will achieve more than students who believe their …
that is, those who hold a growth mindset—will achieve more than students who believe their …
Interpreting effect sizes of education interventions
MA Kraft - Educational researcher, 2020 - journals.sagepub.com
Researchers commonly interpret effect sizes by applying benchmarks proposed by Jacob
Cohen over a half century ago. However, effects that are small by Cohen's standards are …
Cohen over a half century ago. However, effects that are small by Cohen's standards are …
Using large language models in psychology
Large language models (LLMs), such as OpenAI's GPT-4, Google's Bard or Meta's LLaMa,
have created unprecedented opportunities for analysing and generating language data on a …
have created unprecedented opportunities for analysing and generating language data on a …
Small effects: The indispensable foundation for a cumulative psychological science
We draw on genetics research to argue that complex psychological phenomena are most
likely determined by a multitude of causes and that any individual cause is likely to have …
likely determined by a multitude of causes and that any individual cause is likely to have …
Four facts about human capital
DJ Deming - Journal of Economic Perspectives, 2022 - aeaweb.org
This paper synthesizes what economists have learned about human capital since Becker
(1962) into four stylized facts. First, human capital explains at least one-third of the variation …
(1962) into four stylized facts. First, human capital explains at least one-third of the variation …
Teacher mindsets help explain where a growth-mindset intervention does and doesn't work
A growth-mindset intervention teaches the belief that intellectual abilities can be developed.
Where does the intervention work best? Prior research examined school-level moderators …
Where does the intervention work best? Prior research examined school-level moderators …