Abstract
The timing of events (e.g., how long it takes a child to exhibit a particular behavior) is often of interest in developmental science. Multilevel survival analysis (MSA) is useful for examining behavioral timing in observational studies (i.e., video recordings) of children's behavior. We illustrate how MSA can be used to answer 2 types of research questions. Specifically, using data from a study of 117 children 36 months old (SD = .38) during a frustration task, we examined the timing of their recurring anger expressions, and how this is related to (a) negative affectivity, a dimension of temperament related to the ability to regulate emotions, and (b) children's strategy use (distraction, bids to their mother). Contrary to expectations, negative affectivity was not associated with the timing of children's recurring anger expressions. As expected, children's recurring anger expressions were less likely to occur in the seconds when children were using a distraction strategy, whereas they were more likely when children made bids to their mother. MSA is a flexible analytic technique that, when applied to observational data, can yield valuable insights into the dynamics of children's behaviors.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 53-65 |
| Number of pages | 13 |
| Journal | Developmental psychology |
| Volume | 55 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 1 2019 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Demography
- Developmental and Educational Psychology
- Life-span and Life-course Studies
Cite this
}
Multilevel survival analysis : Studying the timing of children's recurring behaviors. / Lougheed, Jessica P.; Benson, Lizbeth; Cole, Pamela Marie; Ram, Nilam.
In: Developmental psychology, Vol. 55, No. 1, 01.01.2019, p. 53-65.Research output: Contribution to journal › Article
TY - JOUR
T1 - Multilevel survival analysis
T2 - Studying the timing of children's recurring behaviors
AU - Lougheed, Jessica P.
AU - Benson, Lizbeth
AU - Cole, Pamela Marie
AU - Ram, Nilam
PY - 2019/1/1
Y1 - 2019/1/1
N2 - The timing of events (e.g., how long it takes a child to exhibit a particular behavior) is often of interest in developmental science. Multilevel survival analysis (MSA) is useful for examining behavioral timing in observational studies (i.e., video recordings) of children's behavior. We illustrate how MSA can be used to answer 2 types of research questions. Specifically, using data from a study of 117 children 36 months old (SD = .38) during a frustration task, we examined the timing of their recurring anger expressions, and how this is related to (a) negative affectivity, a dimension of temperament related to the ability to regulate emotions, and (b) children's strategy use (distraction, bids to their mother). Contrary to expectations, negative affectivity was not associated with the timing of children's recurring anger expressions. As expected, children's recurring anger expressions were less likely to occur in the seconds when children were using a distraction strategy, whereas they were more likely when children made bids to their mother. MSA is a flexible analytic technique that, when applied to observational data, can yield valuable insights into the dynamics of children's behaviors.
AB - The timing of events (e.g., how long it takes a child to exhibit a particular behavior) is often of interest in developmental science. Multilevel survival analysis (MSA) is useful for examining behavioral timing in observational studies (i.e., video recordings) of children's behavior. We illustrate how MSA can be used to answer 2 types of research questions. Specifically, using data from a study of 117 children 36 months old (SD = .38) during a frustration task, we examined the timing of their recurring anger expressions, and how this is related to (a) negative affectivity, a dimension of temperament related to the ability to regulate emotions, and (b) children's strategy use (distraction, bids to their mother). Contrary to expectations, negative affectivity was not associated with the timing of children's recurring anger expressions. As expected, children's recurring anger expressions were less likely to occur in the seconds when children were using a distraction strategy, whereas they were more likely when children made bids to their mother. MSA is a flexible analytic technique that, when applied to observational data, can yield valuable insights into the dynamics of children's behaviors.
UR - http://www.scopus.com/inward/record.url?scp=85054977155&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85054977155&partnerID=8YFLogxK
U2 - 10.1037/dev0000619
DO - 10.1037/dev0000619
M3 - Article
C2 - 30335428
AN - SCOPUS:85054977155
VL - 55
SP - 53
EP - 65
JO - Developmental Psychology
JF - Developmental Psychology
SN - 0012-1649
IS - 1
ER -