A systematic review and meta-analysis of growth mindset interventions: For whom, how, and why might such interventions work?

JL Burnette, J Billingsley, GC Banks… - Psychological …, 2023 - psycnet.apa.org
As growth mindset interventions increase in scope and popularity, scientists and
policymakers are asking: Are these interventions effective? To answer this question …

Do growth mindset interventions impact students' academic achievement? A systematic review and meta-analysis with recommendations for best practices.

BN Macnamara, AP Burgoyne - Psychological bulletin, 2023 - psycnet.apa.org
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 …

The i-frame and the s-frame: How focusing on individual-level solutions has led behavioral public policy astray

N Chater, G Loewenstein - Behavioral and Brain Sciences, 2023 - cambridge.org
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 …

Using large language models in psychology

D Demszky, D Yang, DS Yeager, CJ Bryan… - Nature Reviews …, 2023 - nature.com
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 …

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 …

Behavioural science is unlikely to change the world without a heterogeneity revolution

CJ Bryan, E Tipton, DS Yeager - Nature human behaviour, 2021 - nature.com
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 …

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 …

Small effects: The indispensable foundation for a cumulative psychological science

FM Götz, SD Gosling… - … on psychological science, 2022 - journals.sagepub.com
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 …

Teacher mindsets help explain where a growth-mindset intervention does and doesn't work

DS Yeager, JM Carroll, J Buontempo… - Psychological …, 2022 - journals.sagepub.com
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 …

Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review.

C Yang, L Luo, MA Vadillo, R Yu… - Psychological bulletin, 2021 - psycnet.apa.org
Over the last century hundreds of studies have demonstrated that testing is an effective
intervention to enhance long-term retention of studied knowledge and facilitate mastery of …