Frances M Yang1, Richard N Jones. 1. Institute for Aging Research, Hebrew SeniorLife, Boston, MA 02131, USA. francesyang@hrca.harvard.edu
Abstract
OBJECTIVE: This study reexamines findings reported by Cole et al. of item response bias in the Center for Epidemiologic Studies-Depression (CES-D) scale by age, gender, and race. We use an item response theory-based latent variable conditioning approach. STUDY DESIGN AND SETTING: We used the multiple indicators, multiple causes (MIMIC) model framework to estimate measurement bias in the CES-D responses of participants in the New Haven Established Populations for the Epidemiologic Studies of the Elderly study (N=2,340). RESULTS: Measurement bias attributable to race was significant for the following two CES-D items: people "are unfriendly" and "dislike me". The proportional odds of a higher-category response by blacks relative to whites on these items were 2.35 (95% confidence interval [CI]: 1.65, 3.36) and 3.11 (95% CI: 2.04, 4.76), respectively. The proportional odds were higher among women (2.03 [95% CI: 1.35, 3.06]) relative to men for the CES-D item "crying." CONCLUSION: Our findings confirm that three items on the CES-D show strong evidence of item response bias. The MIMIC model is preferable to the Mantel-Haenszel approach because it conditions on a latent variable, although the effect estimates can also be interpreted using a proportional odds framework.
OBJECTIVE: This study reexamines findings reported by Cole et al. of item response bias in the Center for Epidemiologic Studies-Depression (CES-D) scale by age, gender, and race. We use an item response theory-based latent variable conditioning approach. STUDY DESIGN AND SETTING: We used the multiple indicators, multiple causes (MIMIC) model framework to estimate measurement bias in the CES-D responses of participants in the New Haven Established Populations for the Epidemiologic Studies of the Elderly study (N=2,340). RESULTS: Measurement bias attributable to race was significant for the following two CES-D items: people "are unfriendly" and "dislike me". The proportional odds of a higher-category response by blacks relative to whites on these items were 2.35 (95% confidence interval [CI]: 1.65, 3.36) and 3.11 (95% CI: 2.04, 4.76), respectively. The proportional odds were higher among women (2.03 [95% CI: 1.35, 3.06]) relative to men for the CES-D item "crying." CONCLUSION: Our findings confirm that three items on the CES-D show strong evidence of item response bias. The MIMIC model is preferable to the Mantel-Haenszel approach because it conditions on a latent variable, although the effect estimates can also be interpreted using a proportional odds framework.
Authors: Jeanne A Teresi; Katja Ocepek-Welikson; Marjorie Kleinman; Joseph P Eimicke; Paul K Crane; Richard N Jones; Jin-Shei Lai; Seung W Choi; Ron D Hays; Bryce B Reeve; Steven P Reise; Paul A Pilkonis; David Cella Journal: Psychol Sci Q Date: 2009
Authors: Keith E Whitfield; Jason C Allaire; Rhonda Belue; Christopher L Edwards Journal: J Gerontol B Psychol Sci Soc Sci Date: 2008-09 Impact factor: 4.077
Authors: David L Roth; Peggye Dilworth-Anderson; Jin Huang; Alden L Gross; Laura N Gitlin Journal: J Gerontol B Psychol Sci Soc Sci Date: 2015-06-01 Impact factor: 4.077
Authors: Frances M Yang; Kevin C Heslin; Kala M Mehta; Cheng-Wu Yang; Katja Ocepek-Welikson; Marjorie Kleinman; Leo S Morales; Ron D Hays; Anita L Stewart; Dan Mungas; Richard N Jones; Jeanne A Teresi Journal: Psychol Test Assess Model Date: 2011