TY - JOUR
T1 - Different Responses to Social Capital Among Black People and White People
T2 - What Racial Differential Item Functioning Reveals for Racial Health Equity
AU - Villalonga-Olives, Ester
AU - Majercak, Kayleigh R.
AU - Wang, Weimeng
AU - Dean, Lorraine T.
AU - Ransome, Yusuf
N1 - Publisher Copyright:
© 2023 Oxford University Press. All rights reserved.
PY - 2023/8/1
Y1 - 2023/8/1
N2 - Social capital has been conceptualized as features of social organization, such as networks, and norms that facilitate coordination and cooperation for mutual benefit. Because of long-standing anti-Black structural oppression in the United States, social capital may be associated with health differently for Black people than for other racial/ethnic groups. Our aim was to examine the psychometric properties of social capital indicators, comparing responses from Black and White people to identify whether there is differential item functioning (DIF) in social capital according to race. DIF examines how items are related to a latent construct and whether this relationship differs across groups such as different racial groups. We used data from respondents to the Southeastern Pennsylvania Household Health Survey in 2004, who lived in Philadelphia (n = 2,048), a city with a large Black population. We used item response theory analysis to test for racial DIF. We found DIF across the items, indicating measurement error, which could be related to the way these items were developed (i.e., based on cultural assumptions tested in mainstream White America). Hence, our findings underscore the need to interrogate the assumptions that underly existing social capital items through an equity-based lens, and to take corrective action when developing new items to ensure that they are racially and culturally congruent.
AB - Social capital has been conceptualized as features of social organization, such as networks, and norms that facilitate coordination and cooperation for mutual benefit. Because of long-standing anti-Black structural oppression in the United States, social capital may be associated with health differently for Black people than for other racial/ethnic groups. Our aim was to examine the psychometric properties of social capital indicators, comparing responses from Black and White people to identify whether there is differential item functioning (DIF) in social capital according to race. DIF examines how items are related to a latent construct and whether this relationship differs across groups such as different racial groups. We used data from respondents to the Southeastern Pennsylvania Household Health Survey in 2004, who lived in Philadelphia (n = 2,048), a city with a large Black population. We used item response theory analysis to test for racial DIF. We found DIF across the items, indicating measurement error, which could be related to the way these items were developed (i.e., based on cultural assumptions tested in mainstream White America). Hence, our findings underscore the need to interrogate the assumptions that underly existing social capital items through an equity-based lens, and to take corrective action when developing new items to ensure that they are racially and culturally congruent.
KW - bias
KW - differential item functioning
KW - item response theory
KW - measurement bias
KW - psychometrics
KW - racial groups
KW - social capital
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U2 - 10.1093/aje/kwad062
DO - 10.1093/aje/kwad062
M3 - Article
C2 - 36928913
AN - SCOPUS:85166701375
SN - 0002-9262
VL - 192
SP - 1264
EP - 1273
JO - American journal of epidemiology
JF - American journal of epidemiology
IS - 8
ER -