The Influence of Social Network Characteristics on Peer Clustering in Smoking : A Two-Wave Panel Study of 19- and 23-Year-Old Swedes
Miething, Alexander ; Rostila, Mikael ; Edling, Christofer LU
and Rydgren, Jens
(2016)
In PLoS ONE
11(10).
- Abstract
- The present study examines how the composition of social networks and perceived relationship content influence peer clustering in smoking, and how the association changes during the transition from late adolescence to early adulthood.
The analysis was based on a Swedish two-wave survey sample comprising ego-centric network data. Respondents were 19 years old in the initial wave, and 23 when the follow-up sample was conducted. 17,227 ego-alter dyads were included in the analyses, which corresponds to an average response rate of 48.7 percent. Random effects logistic regression models were performed to calculate gender-specific average marginal effects of social network characteristics on smoking.
The association of egos’ and alters’... (More) - The present study examines how the composition of social networks and perceived relationship content influence peer clustering in smoking, and how the association changes during the transition from late adolescence to early adulthood.
The analysis was based on a Swedish two-wave survey sample comprising ego-centric network data. Respondents were 19 years old in the initial wave, and 23 when the follow-up sample was conducted. 17,227 ego-alter dyads were included in the analyses, which corresponds to an average response rate of 48.7 percent. Random effects logistic regression models were performed to calculate gender-specific average marginal effects of social network characteristics on smoking.
The association of egos’ and alters’ smoking behavior was confirmed and found to be stronger when correlated in the female sample. For females, the associations decreased between age 19 and 23. Interactions between network characteristics and peer clustering in smoking showed that intense social interactions with smokers increase egos’ smoking probability. The influence of network structures on peer clustering in smoking decreased during the transition from late adolescence to early adulthood.
The study confirmed peer clustering in smoking and revealed that females’ smoking behavior in particular is determined by social interactions. Female smokers’ propensity to interact with other smokers was found to be associated with the quality of peer relationships, frequent social interactions, and network density. The influence of social networks on peer clustering in smoking decreased during the transition from late adolescence to early adulthood. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/0c2515c0-4423-454c-b52e-26f073a0a6be
- author
- Miething, Alexander
; Rostila, Mikael
; Edling, Christofer
LU
and Rydgren, Jens
- organization
- publishing date
- 2016-10-11
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- smoking, social networks, peer effects
- in
- PLoS ONE
- volume
- 11
- issue
- 10
- article number
- e0164611
- publisher
- Public Library of Science (PLoS)
- external identifiers
-
- wos:000385504400046
- pmid:27727314
- scopus:84991490819
- ISSN
- 1932-6203
- DOI
- 10.1371/journal.pone.0164611
- language
- English
- LU publication?
- yes
- id
- 0c2515c0-4423-454c-b52e-26f073a0a6be
- date added to LUP
- 2016-10-17 11:13:00
- date last changed
- 2022-04-01 02:59:06
@article{0c2515c0-4423-454c-b52e-26f073a0a6be,
abstract = {{The present study examines how the composition of social networks and perceived relationship content influence peer clustering in smoking, and how the association changes during the transition from late adolescence to early adulthood.<br/>The analysis was based on a Swedish two-wave survey sample comprising ego-centric network data. Respondents were 19 years old in the initial wave, and 23 when the follow-up sample was conducted. 17,227 ego-alter dyads were included in the analyses, which corresponds to an average response rate of 48.7 percent. Random effects logistic regression models were performed to calculate gender-specific average marginal effects of social network characteristics on smoking.<br/>The association of egos’ and alters’ smoking behavior was confirmed and found to be stronger when correlated in the female sample. For females, the associations decreased between age 19 and 23. Interactions between network characteristics and peer clustering in smoking showed that intense social interactions with smokers increase egos’ smoking probability. The influence of network structures on peer clustering in smoking decreased during the transition from late adolescence to early adulthood.<br/>The study confirmed peer clustering in smoking and revealed that females’ smoking behavior in particular is determined by social interactions. Female smokers’ propensity to interact with other smokers was found to be associated with the quality of peer relationships, frequent social interactions, and network density. The influence of social networks on peer clustering in smoking decreased during the transition from late adolescence to early adulthood.}},
author = {{Miething, Alexander and Rostila, Mikael and Edling, Christofer and Rydgren, Jens}},
issn = {{1932-6203}},
keywords = {{smoking; social networks; peer effects}},
language = {{eng}},
month = {{10}},
number = {{10}},
publisher = {{Public Library of Science (PLoS)}},
series = {{PLoS ONE}},
title = {{The Influence of Social Network Characteristics on Peer Clustering in Smoking : A Two-Wave Panel Study of 19- and 23-Year-Old Swedes}},
url = {{http://dx.doi.org/10.1371/journal.pone.0164611}},
doi = {{10.1371/journal.pone.0164611}},
volume = {{11}},
year = {{2016}},
}