Causal inference on human behaviour
Making causal inferences regarding human behaviour is difficult given the complex interplay
between countless contributors to behaviour, including factors in the external world and our …
between countless contributors to behaviour, including factors in the external world and our …
Control variable use and reporting in macro and micro management research
G Atinc, MJ Simmering, MJ Kroll - Organizational Research …, 2012 - journals.sagepub.com
This study explores the use of control variables in management research, as reflected in
both macro and micro management studies published in four leading management journals …
both macro and micro management studies published in four leading management journals …
Have we controlled properly? Problems with and recommendations for the use of control variables in information systems research
Statistical controls can ensure accurate estimates of causal effects in the evaluation of
alternative explanations. However, the research method literature has raised concerns …
alternative explanations. However, the research method literature has raised concerns …
Why the cross-lagged panel model is almost never the right choice
RE Lucas - Advances in Methods and Practices in …, 2023 - journals.sagepub.com
The cross-lagged panel model (CLPM) is a widely used technique for examining reciprocal
causal effects using longitudinal data. Critics of the CLPM have noted that by failing to …
causal effects using longitudinal data. Critics of the CLPM have noted that by failing to …
Sibling constructs: What are they, why do they matter, and how should you handle them?
Researchers often study constructs that are conceptually and/or empirically related, but
distinct (ie,“sibling constructs”). In social-personality psychology, as well as psychology more …
distinct (ie,“sibling constructs”). In social-personality psychology, as well as psychology more …
[HTML][HTML] A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets
As the largest longitudinal study of adolescent brain development and behavior to date, the
Adolescent Brain Cognitive Development (ABCD) Study® has provided immense …
Adolescent Brain Cognitive Development (ABCD) Study® has provided immense …
Individual differences in changes in subjective well-being: The role of event characteristics after negative life events.
Negative life events can lead to lasting changes in subjective well-being (SWB). However,
people change differently in their SWB after negative life events, and our understanding of …
people change differently in their SWB after negative life events, and our understanding of …
The end game: respecting major sources of population diversity
Human neuroscience is enjoying burgeoning population data resources: large-scale cohorts
with thousands of participant profiles of gene expression, brain scanning and …
with thousands of participant profiles of gene expression, brain scanning and …
To omit or to include? Integrating the frugal and prolific perspectives on control variable use
Over the recent years, two perspectives on control variable use have emerged in
management research: the first originates largely from within the management discipline …
management research: the first originates largely from within the management discipline …
The causal cookbook: Recipes for propensity scores, g-computation, and doubly robust standardization
Recent developments in the causal-inference literature have renewed psychologists' interest
in how to improve causal conclusions based on observational data. A lot of the recent writing …
in how to improve causal conclusions based on observational data. A lot of the recent writing …