A Sensitivity Analysis of Egocentric Measures of Peer Delinquency to Latent Homophily: A Research Note
Objectives Egocentric measures of peer delinquency, obtained through a census of a social network, have become the preferred operationalization for examining the relationships between social influence and delinquency. Studies regressing ego’s delinquency on the delinquency of nominated friend/s (i.e...
| Autor principal: | |
|---|---|
| Tipo de documento: | Electrónico Artículo |
| Lenguaje: | Inglés |
| Publicado: |
2014
|
| En: |
Journal of quantitative criminology
Año: 2014, Volumen: 30, Número: 3, Páginas: 373-387 |
| Acceso en línea: |
Volltext (lizenzpflichtig) Volltext (lizenzpflichtig) |
| Journals Online & Print: | Gargar...
|
| Verificar disponibilidad: | HBZ Gateway |
| Palabras clave: |
MARC
| LEADER | 00000caa a22000002c 4500 | ||
|---|---|---|---|
| 001 | 1764279328 | ||
| 003 | DE-627 | ||
| 005 | 20250323030920.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 210725s2014 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1007/s10940-013-9207-0 |2 doi | |
| 035 | |a (DE-627)1764279328 | ||
| 035 | |a (DE-599)KXP1764279328 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 2,1 |2 ssgn | ||
| 100 | 1 | |8 1\p |a Young, Jacob T. N. |e VerfasserIn |0 (DE-588)1211606562 |0 (DE-627)1700161121 |0 (DE-576)309341256 |4 aut | |
| 109 | |a Young, Jacob T. N. | ||
| 245 | 1 | 2 | |a A Sensitivity Analysis of Egocentric Measures of Peer Delinquency to Latent Homophily: A Research Note |
| 264 | 1 | |c 2014 | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 520 | |a Objectives Egocentric measures of peer delinquency, obtained through a census of a social network, have become the preferred operationalization for examining the relationships between social influence and delinquency. Studies regressing ego’s delinquency on the delinquency of nominated friend/s (i.e. alter/s) conclude that a statistically significant coefficient provides evidence of social influence. However, the inferences drawn from these studies may be biased by the introduction of artificial statistical dependence as a consequence of using social network data in a regression framework. Recent work (Shalizi and Thomas Sociol Methods Res 40:211–239, 2011 ) shows that latent homophily, or unmeasured confounding of observables, may lead to nonzero estimates of social influence, even if there is no causal significance. To examine this possibility, sensitivity analyses have been created (e.g. VanderWeele and Arah Epidemiology 22:42–52, 2011 ; VanderWeele Sociol Methods Res 40:240–255, 2011 ) to determine the robustness of an estimated coefficient to latent homophily. Methods In this research note, I examine the robustness of estimates for social influence from two articles (Haynie Am J Sociol 106:1013–1057, 2001 ; Meldrum et al. J Res Crime Delinq 46:353–376, 2009 ) using egocentric measures of peer delinquency. Results Findings indicate that for large, precise point estimates, highly improbable conditions are needed to explain away the effects of social influence. However, less precise point estimates (i.e. large standard errors) are more sensitive to latent homophily. Conclusions The analyses indicate that studies using egocentric measures should conduct sensitivity tests, particularly when the estimated effect is weak and/or has a relatively large standard error. Scripts written in the free programming language R (R Core Team R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, 2012 ) are provided for researchers to conduct such analyses. | ||
| 650 | 4 | |a Social Networks | |
| 650 | 4 | |a Peer influence | |
| 650 | 4 | |a Sensitivity | |
| 650 | 4 | |a Egocentric | |
| 773 | 0 | 8 | |i Enthalten in |t Journal of quantitative criminology |d New York, NY [u.a.] : Springer Science + Business Media B.V., 1985 |g 30(2014), 3, Seite 373-387 |h Online-Ressource |w (DE-627)320578003 |w (DE-600)2017241-2 |w (DE-576)104082321 |x 1573-7799 |7 nnas |
| 773 | 1 | 8 | |g volume:30 |g year:2014 |g number:3 |g pages:373-387 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s10940-013-9207-0 |x Resolving-System |z lizenzpflichtig |3 Volltext |
| 856 | 4 | 0 | |u http://link.springer.com/openurl/fulltext?id=doi:10.1007/s10940-013-9207-0 |x Verlag |z lizenzpflichtig |3 Volltext |
| 883 | |8 1 |a cgwrk |d 20250301 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | ||
| 935 | |a mkri | ||
| 951 | |a AR | ||
| ELC | |a 1 | ||
| LOK | |0 000 xxxxxcx a22 zn 4500 | ||
| LOK | |0 001 3957453267 | ||
| LOK | |0 003 DE-627 | ||
| LOK | |0 004 1764279328 | ||
| LOK | |0 005 20210725061651 | ||
| LOK | |0 008 210725||||||||||||||||ger||||||| | ||
| LOK | |0 035 |a (DE-2619)KrimDok#2021-07-24#379A37006A638EF3B2FFBD926F506E3A3EFA52B3 | ||
| LOK | |0 040 |a DE-2619 |c DE-627 |d DE-2619 | ||
| LOK | |0 092 |o n | ||
| LOK | |0 852 |a DE-2619 | ||
| LOK | |0 852 1 |9 00 | ||
| LOK | |0 935 |a zota | ||
| ORI | |a SA-MARC-krimdoka001.raw | ||