Advancing research on racial-ethnic health disparities: Improving measurement equivalence in studies with diverse samples

Frontiers in Public Health

Volumn 2, Issue DEC, 2014, Pages

  Landrine, Hope ^a   Corral, Irma ^a  

^a EAST CAROLINA UNIVERSITY   (United States)

Author keywords

Health disparities; Measurement equivalence; Methods; Race ethnicity; Scaling

Indexed keywords

EID: 85015346437     PISSN: None     EISSN: 22962565     Source Type: Journal    
DOI: 10.3389/fpubh.2014.00282     Document Type: Review

References (308)

1. Braveman P. Health disparities and health equity: concepts and measurement. Annu Rev Public Health (2006) 27:167-94. doi:10.1146/annurev.publhealth.27. 021405.102103
2. Navarro V. The Political Economy of Social Inequalities: Consequences for Health and Quality of Life. Amityville, NY: Baywood (2000).
3. Navarro V. Special report on the political and social contexts of health. Int J Health Serv (2003) 33:407. doi:10.2190/34DH-R3GA-GKDU-09P2
4. Siegrist J. Social Inequalities in Health. New York, NY: Oxford University Press (2006).
5. Grusky DB. Social Stratification. New York, NY: Westview Press (2014).
6. Marger M. Social Inequality: Patterns and Processes. New York, NY: Russell Sage Foundation (2002).
7. Kerbo H. Social Stratification and Inequality. Boston, MA: McGraw-Hill (2000).
8. Davis AM, Vinci LM, Okwuosa TM, Chase AR, Huang ES, et al. Cardiovascular health disparities. Med Care Res Rev (2007) 64:29S-100S. doi:10.1177/ 1077558707305416
9. Peek ME, Cargill A, Huang ES. Diabetes health disparities. Med Care Res Rev (2007) 64:101S-56S. doi:10.1177/1077558707305409
10. Gold DR, Wright R. Population disparities in asthma. Annu Rev Public Health (2005) 26:89-113. doi:10.1146/annurev.publhealth.26.021304.144528
11. Elk R, Landrine H. Cancer Disparities. New York, NY: Springer (2012).
12. Barr D. Health Disparities in the U.S.: Social Class, Race, Ethnicity, and Health. Baltimore, MD: Johns Hopkins University Press (2008).
13. Satcher D. From the surgeon general: eliminating global health disparities. JAMA (2000) 284(22):2864.
14. Benjamin R. Reflections on addressing health disparities and the national agenda. Am J Public Health (2010) 100(Suppl 1):S7. doi:10.2105/AJPH.2010. 195503
15. McHorney CA, Fleishman JA. Assessing and understanding measurement equivalence in health outcome measures. Med Care (2006) 44(11 Suppl 3):S205-10. doi:10.1097/01.mlr.0000245451.67862.57
16. Stewart AL, Napoles-Springer AM. Advancing health disparities research: can we afford to ignore measurement issues? Med Care (2003) 41(11):1207-20. doi:10.1097/01.MLR.0000093420.27745.48
17. Ramirez M, Ford ME, Stewart AL, Teresi JA. Measurement issues in health disparities research. Health Serv Res (2005) 40(5):1640-57. doi:10.1111/j.1475-6773.2005.00450.x
18. Byrne BM, Watkins D. The issue of measurement invariance revisited. J Cross Cult Psychol (2003) 34:155-75. doi:10.1177/0022022102250225
19. Harachi TW, Choi Y, Abbott RD, Catalano RF, Bliesner SL. Examining equivalence of concepts and measures in diverse samples. Prev Sci (2006) 7:359-68. doi:10.1007/s11121-006-0039-0
20. Vandenberg RJ. Toward a further understanding of and improvement in measurement invariance methods and procedures. Organ Res Methods (2002) 5(2):139-58. doi:10.1177/1094428102005002001
21. Kaufman JS. Epidemiologic analysis of racial/ethnic disparities: some fundamental issues and a cautionary example. Soc Sci Med (2008) 66(8):1659-69. doi:10.1016/j.socscimed.2007.11.046
22. Do DP, Frank R, Finch BK. Does SES explain more of the Black/White health gap thanwethought? Revisiting our approachtoward understandingracial disparities in health. Soc Sci Med (2012) 74(9):1385-93. doi:10.1016/j.socscimed. 2011.12.048
23. Orsi JM, Margellos-Anast H, Whitman S. Black-White health disparities in the United States and Chicago: a 15-year progress analysis. Am J Public Health (2010) 100(2):349-56. doi:10.2105/AJPH.2009.165407
24. Williams DR, Mohammed SA, Leavell J, Collins C. Race, socioeconomic status, and health: complexities, ongoing challenges, and research opportunities. Ann N Y Acad Sci (2010) 1186:69-101. doi:10.1111/j.1749-6632.2009.05339.x
25. Kershaw KN, Albrecht SS. Metropolitan-level ethnic residential segregation, racial identity, and body mass index among U.S. Hispanic adults. BMC Public Health (2014) 14:283. doi:10.1186/1471-2458-14-283
26. Gibbons J, Yang TC. Self-rated health and residential segregation. J Urban Health (2014) 91(4):648-60. doi:10.1007/s11524-013-9863-2
27. Anthopolos R, Kaufman JS, Messer LC, Miranda ML. Racial residential segregation and preterm birth: built environment as a mediator. Epidemiology (2014) 25(3):397-405. doi:10.1097/EDE.0000000000000079
28. Landrine H, Corral I. Separate and unequal: residential segregation and Black health disparities. Ethn Dis (2009) 19(2):179-84.
29. Morello-Frosch R, Jesdale BM. Separate and unequal: residential segregation and estimated cancer risks associated with ambient air toxics in U.S. metropolitan areas. Environ Health Perspect (2006) 114:386-93. doi:10.1289/ehp.8500
30. Smedley BD. The lived experience of race and its health consequences. Am J Public Health (2012) 102(5):933-5. doi:10.2105/AJPH.2011.300643
31. Frazier JW. Race, Ethnicity, and Place in a Changing America. New York, NY: State University of New York Press (2011).
32. Anderson SK. Explorations in Diversity: Examining Privilege and Oppression in a Multicultural Society. Belmont, CA: Brooks/Cole (2011).
33. Bonilla-Silva E. Racism Without Racists: Color-Blind Racism and the Persistence of Racial Inequality in America. Lanham, MD: Rowman & Littlefield (2009).
34. MinklerM,SalvatoreAL,ChangC,GaydosM,Liu SS,Lee PT,et al.Wage theftas a neglected public health problem. Am J Public Health (2014) 104(6):1010-20. doi:10.2105/AJPH.2013.301813
35. Karlsen S, Nazroo JY. Religious and ethnic differences in health. Ethn Health (2010) 15(6):549-68. doi:10.1080/13557858.2010.497204
36. Franks P, Muennig P, Lubetkin E, Jia H. The burden of disease associated with being African-American in the United States and the contribution of socioeconomic status. Soc Sci Med (2006) 62:2469-78. doi:10.1016/j.socscimed. 2005.10.035
37. Krieger N, Williams DR, Moss NE. Measuring social class in US public health research: concepts, methodologies, and guidelines. Annu Rev Public Health (1997) 18:341-78. doi:10.1146/annurev.publhealth.18.1.341
38. Adler NE, Stewart J. Health disparities across the lifespan: meaning, methods, and mechanisms. Ann N Y Acad Sci (2010) 1186:5-23. doi:10.1111/j.1749-6632.2009.05337.x
39. Braveman PA, Cubbin C, Egerter S, Chideya S, Marchi KS, Metzler M, et al. Socioeconomic status in health research: one size does not fit all. JAMA (2005) 294(22):2879-88. doi:10.1001/jama.294.22.2879
40. Shavers VL. Measurement of socioeconomic status in health disparities research. J Natl Med Assoc (2007) 99(9):1013-23.
41. Darity WA. Employment discrimination, segregation, and health. Am J Public Health (2003) 93:226-31. doi:10.2105/AJPH.93.2.226
42. Nazroo JY. The structuring of ethnic inequalities in health: economic position, racial discrimination, and racism. Am J Public Health (2003) 93(2):277-84. doi:10.2105/AJPH.93.2.277
43. DeNavas-Walt C, Proctor BD, Smith JC. Income, poverty, and health insurance coverage in the United States, 2012. Current Population Reports, P60-245. Washington, DC: U.S. Government Printing Office (2013). p. 1-88.
44. U.S. Census Bureau. Current Population Survey 2012. Annual Social and Economic Supplement (2014).
45. Silverman RM, PattersonK. The four horsemen of the fair housing apocalypse: a critique of fair housing policy in the USA. Crit Sociol (2012) 38(1):123-40. doi:10.1177/0896920510396385
46. Roscigno VJ, Karafin DL, Tester G. The complexities and processes of racial housing discrimination. Soc Probl (2009) 56(1):49-69. doi:10.1525/sp.2009. 56.1.49
47. Yinger J. Housing discrimination and residential segregation as causes of poverty. In: Danzinger SH, Haveman RH, editors. Understanding Poverty. New York, NY: Russell Sage Foundation (2001). 382 p.
48. US Department of Housing and Urban Development. Housing Discrimination Study. Washington, DC: US Government Printing Office (2002).
49. Ross SL, Turner MA. Housing discrimination in metropolitan America. Soc Probl (2005) 52:148-51. doi:10.1525/sp.2005.52.2.152
50. Yinger J. Closed Doors Opportunities Lost: The Continuing Cost of Housing Discrimination. New York, NY: Russell Sage Foundation (1998).
51. South SJ, Crowder KD. Housing discrimination and residential mobility: impacts for Blacks and Whites. Popul Res Policy Rev (1998) 17(4):369-87. doi:10.1023/A:1005917328257
52. DunnRA,SharkeyJR,Lotade-ManjeJ,BouhlalY,NaygaRMJr.Socio-economic status, racial composition and the affordability of fresh fruits and vegetables in neighborhoods of a large rural region in Texas. Nutr J (2011) 10:6. doi:10.1186/1475-2891-10-6
53. Talukdar D. Cost of being poor: retail price and consumer price search differences across inner-city and suburban neighborhoods. J Consum Res (2008) 35:457-71. doi:10.1086/589563
54. Butts R, Gasteyer S. More cost per drop: water rates, structural inequality, and race in the United States -the case of Michigan. Environ Pract (2011) 3(4):386-95. doi:10.1017/S1466046611000391
55. Pager D, Shepherd H. The sociology of discrimination: racial discrimination in employment, housing, credit, and consumer markets. Annu Rev Sociol (2008) 34:181-209. doi:10.1146/annurev.soc.33.040406.131740
56. Goldberg PK. Dealer price discrimination in new car purchases. J Polit Econ (1996) 104(3):75-92. doi:10.1086/262035
57. Myers CK, Close G, Fox L, Meyer JW, Niemi M. Retail redlining: are gasoline prices higher in poor and minority neighborhoods? Econ Inq (2011) 49(3):795-809. doi:10.1111/j.1465-7295.2010.00317.x
58. McDonough P, Sackerb A, Wiggins RD. Time on my side? Life course trajectories of poverty and health. Soc Sci Med (2005) 61:1795-808. doi:10.1016/j. socscimed.2005.03.021
59. Stevens AH. Climbing out of poverty, falling back in: measuring the persistence of poverty over multiple spells. J Hum Resour (1999) 34:557-88. doi:10.2307/146380
60. Do DP. The dynamics of income and neighborhood context for population health: do long term measures of socioeconomic status explain more of the Black/White health disparity than single-point-in-time measures? Soc Sci Med (2009) 68:1368-75. doi:10.1016/j.socscimed.2009.01.028
61. Rank MR, Hirschl TA. Rags or riches: estimating the probabilities of poverty and affluence across the adult American life span. Soc Sci Q (2001) 82:651-69. doi:10.1111/0038-4941.00049
62. Quillian DL. How long are exposures to poor neighborhoods? The long-term dynamics of entry and exit from poor neighborhoods. Popul Res Policy Rev (2003) 22:221-49. doi:10.1023/A:1026077008571
63. Sharkey EP. The intergenerational transmission of context. Am J Sociol (2008) 13(4):931-69. doi:10.1086/522804
64. Kim S, Egerter S, Cubbin C, Takahashi ER, Braveman P. Potential implications of missing income data in population-based surveys. Public Health Rep (2007) 122(6):753-63.
65. TippettR,Jones-DeWeeverA,RockeymooreM,Hamilton D,DarityW.Beyond Broke: Why Closing the Racial Wealth Gap is a priority for National Economic Security. Durham, NC: Duke University Center for Global Policy Solutions (2014).
66. Akresh IR. Wealth accumulation among U.S. immigrants: a study of assimilation and differentials. Soc Sci Res (2011) 40:1390-401. doi:10.1016/j.ssresearch. 2009.08.004
67. Pollack CE, Chideya S, Cubbin C, Williams B, Dekker M, Braveman P. Should health studies measure wealth? A systematic review. Am J Prev Med (2007) 33(3):250-64. doi:10.1016/j.amepre.2007.04.033
68. Graves SM. Landscapes of predation, landscapes of neglect: a location analysis of payday lenders and banks. Prof Geogr (2003) 55:303-17.
69. Eisenhauer E. In poor health: supermarket redlining and urban nutrition. Geo-Journal (2001) 53:125-33. doi:10.1023/A:1015772503007
70. Small M, McDermott M. The presence of organizational resources in poor urban neighborhoods. Soc Forces (2006) 84:1697-724. doi:10.1353/sof.2006. 0067
71. Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R. Geocoding and monitoring US socioeconomic inequalities in mortality and cancer incidence: does choice of area-based measure and geographiclevel matter? The public health disparities geocoding project. Am J Epidemiol (2002) 156:471-82. doi:10.1093/aje/kwf068
72. Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R. Choosing area-based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the public health disparities geocoding project. J Epidemiol Community Health (2003) 57:186-99. doi:10.1136/jech.57.3.186
73. Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV. Monitoring socioeconomic inequalities in sexually transmitted infections, tuberculosis, and violence. Geocoding and choice of area-based socioeconomic measures -the public health disparities geocoding project. Public Health Rep (2003) 118:240-60. doi:10.1093/phr/118.3.240
74. Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV. Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area-based socioeconomic measures -the public health disparities geocoding project. Am J Public Health (2003) 93:1655-71. doi:10.2105/ AJPH.93.10.1655
75. Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV. Painting a truer picture of US socioeconomic and racial/ethnic health inequalities: the public health disparities geocoding project. Am J Public Health (2005) 95(2):312-23. doi:10.2105/AJPH.2003.032482
76. Chuang Y-C, CubbinC,AhnD,Winkleby MA. Effectsof neighborhood socioeconomic status and convenience store concentration on individual level smoking. J Epidemiol Community Health (2005) 59:568-73. doi:10.1136/jech.2004. 029041
77. Datta GD, Subramanian SV, Colditz GA, Kawaachi I, Palmer JR, Rosenberg L. Individual, neighborhood, and state-level predictors of smoking among US Black women. Soc Sci Med (2006) 63:1034-44. doi:10.1016/j.socscimed.2006. 03.010
78. O'Campo P, Burke JG, Culhane J, Elo IT, Eyster J, Holzman C, et al. Neighborhood deprivation and preterm birth among non-Hispanic Black and White women in eight geographic areas in the United States. Am J Epidemiol (2008) 167(2):155-63. doi:10.1093/aje/kwm277
79. Pearl M, Braveman P, Abrams B. The relationship of neighborhood socioeconomic characteristics to birth-weight among 5 ethnic groups in California.Am J Public Health (2001) 91:1808-14. doi:10.2105/AJPH.91.11.1808
80. Coughlin S, Leadbetter S, Richards T, Sabatino S. Contextual analysis of breast and cervical cancer screening and factors associated with health care access among United States women, 2002. Soc Sci Med (2008) 66(2):260-75. doi:10.1016/j.socscimed.2007.09.009
81. Cozier YC, Palmer JR, Horton NJ, Fredman L, Wise LA, Rosenberg L. Relationship between neighborhood median housing value and hypertension risk among Black women in the US. Am J Public Health (2007) 97(4):718-24. doi:10.2105/AJPH.2005.074740
82. Singh GK,Miller BA,Hankey BF, Edwards BK.Area SocioeconomicVariations in U.S. Cancer Incidence, Mortality, Stage, Treatment, and Survival. Bethesda, MD: NCI Cancer Surveillance Monograph Series No. 4, National Cancer Institute, NIH Pub. No. 03-5417 (2003).
83. Kawachi I, Berkman L. Neighborhoods and Health. New York, NY: Oxford University Press (2003).
84. Centers for Disease Control. Third National Report on Human Exposure to Environmental Chemicals (NCEH Pub. No. 05-0570). Atlanta, GA: Centers for Disease Control (2005).
85. Payne-Sturges D,Gee GC. National environmental health measures for minority and low-income populations: tracking social disparities in environmental health. Environ Res (2006) 102(2):154-71. doi:10.1016/j.envres.2006.05.014
86. Jerrett M, Finkelstein M. Geographies of risk in studies linking chronic air pollution exposure to health outcomes. J Toxicol Environ Health A (2005) 68:1207-42. doi:10.1080/15287390590936085
87. Jones OA, Maguire ML, Griffin JL. Environmental pollution and diabetes: a neglected association. Lancet (2008) 371:287-8. doi:10.1016/S0140-6736(08) 60147-6
88. Gee G, Payne-Sturges D. Environmental health disparities: a framework integrating psychosocial and environmental concepts. Environ Health Perspect (2004) 1123:1645-53. doi:10.1289/ehp.7074
89. Ponce N, Hoggatt K, Wilhelm M, Ritz B. Preterm birth: the interaction of traffic-related air pollution with economic hardship in Los Angeles neighborhoods. Am J Epidemiol (2005) 162:140-8. doi:10.1093/aje/kwi173
90. Institute of Medicine. Clearing the Air: Asthma and Indoor Air Exposures. Washington, DC: National Academy Press (2001).
91. BurtonA.Does poor housing raise diabetes risk? Environ Health Perspect (2007) 115(11):534. doi:10.1289/ehp.115-a534
92. Jacobs DE, Kelly T, Sobolewski J. Linking public health, housing, and indoor environmental policy. Environ Health Perspect (2007) 115(6):976-82. doi:10. 1289/ehp.8990
93. Evans J, Hydman S, Stewart-Brown S, Smith D, Petersen S. An epidemiologic study of the relative importance of damp housing in relation to adult health. J Epidemiol Community Health (2000) 54:677-86. doi:10.1136/jech.54.9.677
94. Jacobs DE, Clickner RP, Zhou JY, Viest SM, Marker DA, Rogers JW, et al. The prevalence of lead-based paint hazards in U.S. housing. Environ Health Perspect (2002) 110:A599-606. doi:10.1289/ehp.021100599
95. Schootman M,Andersen E,Wolinsky F,Malmstrom T,MillerJ,YanY,et al. The effect of adverse housing and neighborhood conditions on the development of diabetes mellitus among middle-aged African Americans. Am J Epidemiol (2007) 166(4):379-379. doi:10.1093/aje/kwm190
96. Block J, Scribner R, DeSalvo K. Fast food, race/ethnicity, and income: a geographic analysis. Am J Prev Med (2004) 27(3):211-7. doi:10.1016/S0749-3797(04)00139-4
97. Powell LM, Chaloupka FJ, Bao Y. The availability of fast food and full-service restaurants in the United States: associations with neighborhood characteristics. Am J Prev Med (2007) 33(Suppl 4):S240-5. doi:10.1016/j.amepre.2007.07. 005
98. Cohen DA, Mason K, Bedimo A, Scribner R, Basolo V, Farley TA. Neighborhood physical conditions and health. Am J Public Health (2003) 93:467-71. doi:10.2105/AJPH.93.3.467
99. Accordino JJ, Gary T.Addressing the abandoned and vacant property problem. J Urban Aff (2000) 22:301-15. doi:10.1111/0735-2166.00058
100. Cohen DA, Spear S, Scribner R, Kissinger P, Mason K, Wildgen J. Broken windows and risk of gonorrhea. Am J Public Health (2000) 90(2):230-6. doi:10.2105/AJPH.90.2.230
101. Auchincloss AH, Diez Roux AV, Brown DG, Erdmann CA, Bertoni AG. Neighborhood resources for physical activity and healthy foods and their association with insulin resistance. Epidemiology (2008) 19(1):146-57. doi:10.1097/EDE. 0b013e31815c480
102. Moore LV, Diez Roux AV. Associations of neighborhood characteristics with the location and type of food stores. Am J Public Health (2006) 96(2):325-31. doi:10.2105/AJPH.2004.058040
103. Powell LM, Slater S, Mirtcheva D, Bao Y, Chaloupka FJ. Food store availability and neighborhood characteristics in the United States. Prev Med (2007) 44(3):189-95. doi:10.1016/j.ypmed.2006.08.008
104. Zenk SN, Schulz AJ, Israel BA, James SA, Shuming B, Wilson ML. Neighborhood racial composition, neighborhood poverty, and the spatial accessibility of supermarkets in metropolitan Detroit.Am J Public Health (2005) 95(4):660-7. doi:10.2105/AJPH.2004.042150
105. Powell LM, Slater S, Chaloupka FJ, Harper D. Availability of physical-activityrelated facilities and neighborhood demographic and socioeconomic characteristics: a national study. Am J Public Health (2006) 96:1676-80. doi:10.2105/ AJPH.2005.065573
106. Moore LV, Diez Roux AV, Evenson KR, McGinn AP, Brines SJ. Availability of recreational resources in minority and low socioeconomic status areas. Am J Prev Med (2008) 34(1):16-22. doi:10.1016/j.amepre.2007.09.021
107. Estabrooks PA, Lee RE, Gyurcsik NC. Resources for physical activity participation: does availability and accessibility differ by neighborhood socioeconomic status? Ann Behav Med (2003) 25:100-4. doi:10.1207/ S15324796ABM2502_05
108. Giles-Corti B, Donovan RJ. Socioeconomic status differences in recreational physical activity levels and real and perceived access to a supportive physical environment. Prev Med (2002) 35:601-11.
109. Fiscella K, Franks P, Gold MR, Clancy CM. Inequality in quality: addressing socioeconomic, racial, and ethnic disparities in health care. JAMA (2000) 283:2579-84. doi:10.1001/jama.283.19.2579
110. Fiscella K, Williams DR. Health disparities based on socioeconomic inequities: implications for urban health care. Acad Med (2004) 79(12):1139-47. doi:10. 1097/00001888-200412000-00004
111. Cooper RA. Geographic variation in health care and the affluence-poverty nexus. Adv Surg (2011) 45:63-82. doi:10.1016/j.yasu.2011.03.004
112. Kirby JB, Kaneda T. Neighborhood socioeconomic disadvantage and access to health care. J Health Social Behav (2005) 46:15-31. doi:10.1177/ 002214650504600103
113. Moving to Opportunity (MTO) for Fair Housing Demonstration Program. Available from: https://mtoresearch.org
114. Shroder M. Moving to opportunity: an experiment in social and geographic mobility. Cityscape (2001) 5(2):57-67.
115. Shroder M, Orr LL. Moving to Opportunity for Fair Housing Demonstration: Interim Impacts Evaluation. Washington, DC: U.S. Department of Housing & Urban Development (2003).
116. U.S. Department of Housing and Urban Development. Moving to Opportunity for Fair Housing Demonstration Program -Final Impacts Evaluation. Washington, DC: U.S. Department of Housing and Urban Development (2012).
117. Leventhal T, Brooks-Gunn J. Moving to opportunity: an experimental study of neighborhood effects on mental health. Am J Public Health (2003) 93(9):1576-82. doi:10.2105/AJPH.93.9.1576
118. Fauth RC,LeventhalT,Brooks-GunnJ.Short-termeffectsofmoving frompublic housing in poor to middle class neighborhoods on low-income, minority adults'outcomes. Soc Sci Med (2004) 59(11):2271-84. doi:10.1016/j.socscimed. 2004.03.020
119. Fauth RC, Leventhal T, Brooks-Gunn J. Seven years later: effects of a neighborhood mobility program on poor Black and Latino adults' well-being. J Health Soc Behav (2008) 49:119-30. doi:10.1177/002214650804900201
120. Zhao Z, Kaestner R, Xu X. Spatial mobility and environmental effects on obesity. Econ Hum Biol (2014) 14:128-40. doi:10.1016/j.ehb.2013.12.001
121. Ludwig J,Duncan GJ, Gennetian LA, Katz LF,Kessler RC, Kling JR,et al. Neighborhood effects on the long-term well-being of low-income adults. Science (2012) 337(6101):1605-1510. doi:10.1126/science.1224648
122. Ludwig J, Sanbonmatsu L, Gennetian L, Adam E, Duncan GJ, Katz LF, et al. Neighborhoods, obesity, and diabetes -a randomized social experiment. N Engl J Med (2011) 365(16):1509-19. doi:10.1056/NEJMsa1103216
123. Clampet-Lundquist S, Massey DS. Neighborhood effects on economic selfsufficiency: a reconsideration of the moving to opportunity experiment. Am J Sociol (2008) 114(1):107-43. doi:10.1086/588740
124. SampsonRJ. Movingtoinequality:neighborhood effects andexperiments meet social structure. Am J Sociol (2008) 114(1):189-231. doi:10.1086/589843
125. Joint Center for Political & Economic Studies. Place Matters. Washington, DC: Joint Center for Political & Economic Studies (0000). www.jointcenter.org
126. Williams DR, Collins C. Racial residential segregation: a fundamental cause of racial disparities in health. Public Health Rep (2001) 116(5):404-16. doi:10.1016/S0033-3549(04)50068-7
127. LaVeist T,Gaskin D,Trujillo A. Separate Spaces, Risky Places: The Effects of Racial Segregation on Health Inequalities. Washington, DC: Joint Center for Political and Economic Studies (2011).
128. Acevedo-Garcia D, Osypuk TL, McArdle N, Williams DR. Toward a policyrelevant analysis of geographic and racial-ethnic disparities in child health. Health Aff (Millwood) (2008) 27(2):321-33. doi:10.1377/hlthaff.27.2.321
129. Landrine H, Corral I, Hao Y, Kaw C, King J, Fondren J. Cancer geography: the role of neighborhoods in cancer and cancer disparities. In: Elk R, Landrine H, editors. Cancer Disparities. New York, NY: Springer (2012). p. 141-66.
130. Iceland J, Weinberg DH, Steinmetz E. Racial and Ethnic Segregation in the United States, 1980-2000. Washington, DC: U.S. Government Printing Office, U.S. Census Bureau (2002).
131. Johnston R, Poulsen M, Forrest J. Ethnic and racial segregation in U.S. metropolitan areas, 1980-2000. Urban Aff Rev Thousand Oaks Calif (2007) 42(4):479-504. doi:10.1177/1078087406292701
132. Massey DS, Denton NA.American Apartheid: Segregation and the Making of the Underclass. Cambridge, MA: Harvard University Press (1993).
133. Massey DS,White MJ,PhuaVC. The dimensionsof segregation revisited.Sociol Methods Res (1996) 25:172-206. doi:10.1177/0049124196025002002
134. Acevedo-Garcia D, Lochner K, Osypuk T, Subramanian SV. Future directions in residential segregation and health research. Am J Public Health (2003) 93:215-20. doi:10.2105/AJPH.93.2.215
135. Brown LA, Chung SY. Spatial segregation, segregation indices and the geographical perspective. Popul Space Place (2006) 12(2):125-43. doi:10.1002/psp. 403
136. Kramer MR, Cooper HL, Drews-Botsch CD, Waller LA, Hogue CR. Do measures matter? Comparing surface-density-derived and census-tract-derived measures of racial residential segregation. Int J Health Geogr (2010) 3:3-21. doi:10.1186/1476-072X-9-29
137. Wilkes R, Iceland J. Hypersegregation in the 21st century. Demography (2004) 41:23-36. doi:10.1353/dem.2004.0009
138. ChangVW, Hillier AE, Mehta NK. Neighborhood racial isolation, disorder and obesity. Soc Forces (2009) 87:2063-92. doi:10.1353/sof.0.0188
139. Kramer MR, Hogue CR. Is segregation bad for your health? Epidemiol Rev (2009) 31:178-94. doi:10.1093/epirev/mxp001
140. Wahl A, Breckenridge R, Gunkel S. Latinos, residential segregation and spatial assimilation in micropolitan areas. Soc Sci Res (2007) 36(3):995-1020. doi:10.1016/j.ssresearch.2006.07.004
141. Osypuk TL, Acevedo-Garcia D. Are racial disparities in preterm birth larger in hypersegregated areas? Am J Epidemiol (2008) 167(11):1295-304. doi:10.1093/ aje/kwn043
142. Krysan M, Farley R. The residential preferences of Blacks: do they explain persistent segregation? Soc Forces (2002) 80:937-80. doi:10.1353/sof.2002.0011
143. Dawkins CJ. Recent evidence on the continuing causes of Black-White residential segregation. J Urban Aff (2004) 26:379-400. doi:10.1111/j.0735-2166. 2004.00205.x
144. Charles CZ. Processes of racial residential segregation. In: O'Connor A, Tilly C, Bobo LD, editors. Urban Inequality. New York, NY: Russell Sage Foundation (2001). p. 217-71.
145. Grant-Meyer S. As Long as they Don't Move Next Door: Segregation and Racial Conflict in American Neighborhoods. Lanham, MD: Rowman & Littlefield (2000).
146. Logan JR, Alba RD. Does race matter less for the truly advantaged? In: Durr M, editor. New Politics of Race. Westport, CT: Greenwood Publishing (2002). p. 71-88.
147. Adelman RM. Neighborhood opportunities, race, and class: the Black middleclass and residential segregation. City Community (2004) 3:43-63. doi:10.1111/ j.1535-6841.2004.00066.x
148. Alba RD, Logan JR, Stults BJ. How segregated are middle-class African Americans? Soc Probl (2000) 47:43-58. doi:10.1525/sp.2000.47.4.03x0307u
149. Farley JE. Race not class: explaining racial housing segregation in the St. Louis metropolitan area. Soc Forces (2005) 38:133-50.
150. Jackson SA, Anderson RT, Johnson NJ, Sorlie PD. The relation of residential segregation to all-cause mortality. Am J Public Health (2000) 90(4):615-7.
151. Nuru-Jeter AM, LaVeist TA. Racial segregation, income inequality, and mortality in US metropolitan area. J Urban Health (2011) 88(2):270-82. doi:10.1007/ s11524-010-9524-7
152. Acevedo-Garcia D. Residential segregation and the epidemiology of infectious diseases. Soc Sci Med (2000) 51:1143-61. doi:10.1016/S0277-9536(00)00016-2
153. Bell JF, Zimmerman FJ, Almgren GR, Mayer JD, Huebner CE. Birth outcomes among urban African American women: a multilevel analysis of the role of racial residential segregation. Soc Sci Med (2006) 63:3030-45. doi:10.1016/j.socscimed.2006.08.011
154. Grady SC. Racial disparities in low birthweight and the contribution of residential segregation. Soc Sci Med (2006) 63:3013-29. doi:10.1016/j.socscimed. 2006.08.017
155. Britton ML, Shin H. Metropolitan residential segregation and very preterm birthamong AfricanAmerican and Mexican-origin women.Soc Sci Med (2013) 98:37-45. doi:10.1016/j.socscimed.2013.08.039
156. Chang VW. Racial segregation and weight status among US adults. Soc Sci Med (2006) 63(5):1289-303. doi:10.1016/j.socscimed.2006.03.049
157. Corral I, Landrine H, Zhao L, Hao Y, Mellerson J, Cooper D. Residential segregation, health behavior, and overweight/obesity among a national sample of Black adults. J Health Psychol (2012) 17:371-8. doi:10.1177/ 1359105311417191
158. Kershaw KN, Albreach SS, Carnethon MR. Racial and ethnic residential segregation, the neighborhood socioeconomic environment, and obesity among Blacks and Mexican Americans. Am J Epidemiol (2013) 177(4):299-309. doi:10.1093/aje/kws372
159. Boardman JD, Saint Onge JM, Rogers RG, Denney JT. Race differentials in obesity: the impact of place. J Health Soc Behav (2005) 46(3):229-43. doi:10.1177/002214650504600302
160. Greer S, Kramer MR, Cook-Smith JN, Casper ML. Metropolitan racial residential segregation and cardiovascular mortality. J Urban Health (2014) 91(3):499-509. doi:10.1007/s11524-013-9834-7
161. Cooper RS. Social inequality, ethnicity and cardiovascular disease. Int J Epidemiol (2001) 30(Suppl 1):s48-52. doi:10.1093/ije/30.suppl_1.S48
162. Gupta RS, Zhang X, Sharp LK, Shannon JJ, Weiss KB. Geographic variability in childhood asthma prevalence in Chicago. J Allergy Clin Immunol (2008) 121(3):639-45. doi:10.1016/j.jaci.2007.11.036
163. Wright RJ, Subramanian SV. Advancing a multilevel framework for epidemiologic research on asthma disparities. Chest (2007) 132(Suppl 5):757S-69S. doi:10.1378/chest.07-1904
164. Jones A. Segregation and cardiovascular illness. Health Place (2013) 22:56-67. doi:10.1016/j.healthplace.2013.02.009
165. Kershaw KN, Diez Roux AV, Burgard SA, Lisabeth LD, Mujahid MS, Schulz AJ. Metropolitan-level racial residential segregation and Black-White disparities in hypertension. Am J Epidemiol (2011) 174(5):537-45. doi:10.1093/aje/kwr116
166. Hayanga AJ, Zeliadt SB, Backlus LM. Residential segregation and lung cancer mortality in the United States. JAMA Surg (2013) 48(1):37-42. doi:10.1001/ jamasurgery.2013.408
167. Russell EF, Kramer MR, Cooper HL, Gabram-Mendola S, Senior-Crosby D, Jacob Arriola KR. Metropolitan area racial residential segregation, neighborhood racial composition, and breast cancer mortality. Cancer Causes Control (2012) 23(9):1519-27. doi:10.1007/s10552-012-0029-4
168. Morello-Frosch RA, Woodruff TJ, Axelrad DA, Caldwell JC. Air toxics and health risks in California: the public health implications of outdoor concentrations. Risk Anal (2000) 20:273-91. doi:10.1111/0272-4332.202026
169. Rice LJ, Jiang C,Wilson SM, Burwell-Naney K, Samantapudi A, Zhang H. Use of segregation indices, Townsend index, and air toxics data to assess lifetime cancer risk disparities in metropolitan Charleston, South Carolina, USA. Int J Enviorn Res Public Health (2014) 11:5510-26. doi:10.3390/ijerph110505510
170. Subramanian SV, Acevedo-Garcia D, Osypuk TL. Racial residential segregation and geographic heterogeneity in Black/White disparity in poor self-rated health in the US:amultilevel statistical analysis. Soc Sci Med (2005) 60:1667-79. doi:10.1016/j.socscimed.2004.08.040
171. Cooper H, Friedman S, Tempalski B, Friedman R. Residential segregation and injection drug use prevalence among Black adults in US metropolitan areas. Am J Public Health (2007) 97(2):344-52. doi:10.2105/AJPH.2005. 074542
172. Lopez R. Black-White residential segregation and physical activity. Ethn Dis (2006) 16:495-502.
173. Acevedo-Garcia D, Lochner K. Residential segregation and health. In: Kawachi I, Berkman L, editors. Neighborhoods and Health. New York, NY: Oxford University Press (2003). p. 265-87.
174. Lopez R. Segregation and Black-White differences in exposure to air toxics in 1990. Environ Health Perspect (2002) 110(Suppl 2):289-95. doi:10.1289/ehp. 02110s2289
175. Bower KM, Thorpe JR Jr, Rohde C, Gaskin DJ. The intersection of neighborhood racial segregation, poverty, urbanicity and its impact on food store availability in the United States. Prev Med (2014) 58:33-9. doi:10.1016/j.ypmed. 2013.10.010
176. Walker RE, Keane CR, Burke JG. Disparities and access to health food in the United States: a review of food deserts literature. Health Place (2010) 16:876-84. doi:10.1016/j.healthplace.2010.04.013
177. Morland K,Wing S,Diez-Roux A,Poole C. Neighborhood characteristics associated with the location of food stores and food service places. Am J Prev Med (2002) 22:23-9. doi:10.1016/S0749-3797(01)00403-2
178. Morland K, Filomena S. Disparities in the availability of fruits and vegetables between racially segregated urban neighborhoods. Public Health Nutr (2007) 21:1-9.
179. Rosenbaum E. Racial/ethnic differences in asthma prevalence: the role of housing and neighborhood environments. J Health Soc Behav (2008) 49:131-45. doi:10.1177/002214650804900202
180. Massey DS. Residential segregation and neighborhood conditions in U.S. metropolitan areas. In: Smelser NJ, Wilson WJ, Mitchell F, editors. America Becoming: Racial Trends and Their Consequences. Washington,DC:National Academy Press (2001). p. 391-434.
181. Burdette HL, Whitaker RC. Neighborhood playgrounds, fast food restaurants, and crime: relationships to overweight in low-income preschool children. Prev Med (2004) 38:57-63. doi:10.1016/j.ypmed.2003.09.029
182. Kwate NO. Fried chicken and fresh apples: racial segregation as a fundamental cause of fast food density in Black neighborhoods. Health Place (2008) 14(1):32-44. doi:10.1016/j.healthplace.2007.04.001
183. White K, Haas JS, Williams DR. Elucidating the role of place in health care disparities: the example of racial-ethnic residential segregation. Health Serv Res (2012) 47(3Part2):1278-99. doi:10.1111/j.1475-6773.2012.01410.x
184. Hayanga AJ, Kaiser HE, Sinha R, Berenholtz SM, Makary M, Chang D. Residential segregation and access to surgical care by minority populations in US counties. J Am Coll Surg (2009) 208(6):1017-22. doi:10.1016/j.jamcollsurg. 2009.01.047
185. Hayanga AJ, Waljee AK, Kaiser HE, Chang DC, Morris AM. Racial clustering and access to colorectal surgeons,gastroenterologists,and radiation oncologists byAfrican Americans and Asian Americans in the United States:acountylevel data analysis. Arch Surg (2009) 144(6):532-5. doi:10.1001/archsurg.2009. 68
186. Smedley BD, Stith AY, Nelson AR. Unequal Treatment: Confronting Racial and Ethnic Disparities in Health Care. Washington, DC: National Academies Press, Institute of Medicine (2003).
187. Hao Y, Landrine H, Smith T, Kaw C, Corral I, Stein K. Residential segregation and disparities in health-related quality of life among Black and White cancer survivors. Health Psychol (2011) 30(2):137-44. doi:10.1037/a0022096
188. Corral I, Landrine H, Zhao L. Residential segregation and obesity among a national sample of Hispanic adults. J Health Psychol (2014) 19(4):503-8. doi:10.1177/1359105312474912
189. Mellerson J, Landrine H, Hao Y, Zhao L, Corral I, Cooper D. Residential segregation and physical activity among a national sample of Hispanic adults. Health Place (2010) 16:613-5. doi:10.1016/j.healthplace.2009.12.013
190. Lee M, Ferraro KF. Neighborhood residential segregation and physical health among Hispanic Americans: good, bad, or benign? J Health Soc Behav (2007) 48:131-48. doi:10.1177/002214650704800203
191. White K, Borrell LN. Racial/ethnic residential segregation: framing the context of health risk and health disparities. Health Place (2011) 17(2):438-48. doi:10.1016/j.healthplace.2010.12.002
192. Iceland J, Scopilliti M. Immigrant residential segregation in US metropolitan areas, 1990-2000. Demography (2008) 45(1):79-94. doi:10.1353/dem.2008. 0009
193. Massey DS, Fong E. Segregation and neighborhood quality: Blacks, Hispanics, and Asians in the San Francisco metropolitan area. Soc Forces (1990) 69:15-32. doi:10.1093/sf/69.1.15
194. Massey DS. Segregation and stratification: a biosocial perspective. Du Bois Rev (2004) 1:7-25. doi:10.1017/S1742058X04040032
195. Morello-Frosch R, Lopez R. The riskscape and the color line: examining the role of segregation in environmental health disparities. Environ Res (2006) 102:181-96. doi:10.1016/j.envres.2006.05.007
196. Morello-Frosch R, Shenassa ED. The environmental 'riskscape' and social inequality: implications for explaining maternal and child health disparities. Environ Health Perspect (2006) 114:1150-3. doi:10.1289/ehp.8930
197. Boehnke K, Lietz P, Schreier M, Wilhelm A. Sampling: the selection of cases for culturally comparative psychological research. In: Matsumoto D, Van de Vijver FJR, editors. Cross-Cultural Research Methods in Psychology. New York, NY: Cambridge University Press (2011). p. 101-29.
198. He J, van de Vijver FJR. Bias and equivalence in cross-cultural research. Online Read Psychol Cult (2012). doi:10.9707/2307-0919.1111
199. Harkness JA, van de Vijver FJR, Mohler PP. Cross-Cultural Survey Methods. Hoboken, NJ: John Wiley & Sons (2003).
200. van de Vijver FJR, Leung K. Methodological issues in psychological research on culture. J Cross Cult Psychol (2000) 31:33-51. doi:10.1177/ 0022022100031001004
201. van de Vijver FJR, Leung K. Methods and Data Analysis of Cross-Cultural Research. Thousand Oaks, CA: Sage (1997).
202. Link MW, Mokdad AH, Stackhouse HF, Flowers NT. Race, ethnicity, and linguistic isolation as determinants of participation in public health surveillance surveys. Prev Chronic Dis (2006) 3(1):1-12.
203. Lee S, Nguyen HA, Jawad M, Kurata J. Linguistic minorities in a health survey. Public Opin Q (2008) 72:470-86. doi:10.1093/poq/nfn036
204. Frayne SM, Burns RB, Hardt EJ, Rosen AK, Moskowitz MA. The exclusion of non-English speaking persons from research. J Gen Intern Med (1996) 11:39-43. doi:10.1007/BF02603484
205. Corral I, Landrine H. Acculturation and ethnic-minority health behavior. Health Psychol (2008) 27(6):737-45. doi:10.1037/0278-6133.27.6.737
206. Jacobs DH, Tovar JM, Hung OL,Kim M,Ye P,Chiang WK,et al. Behavioral risk factor and preventive health care practice survey of immigrants in the emergency department. Acad Emerg Med (2002) 9(6):599-608. doi:10.1111/j.1553-2712.2002.tb02297.x
207. Yu SM, Nyman RM, Kogan MD, Huang ZJ, Schwalberg RH. Parent's language of interview and access to care for children with special health care needs. Ambul Pediatr (2004) 4:181-7. doi:10.1367/A03-094R.1
208. Fiscella K, Franks P, Doescher MP, Saver BG. Disparity in health care by race, ethnicity, and language among the insured. Med Care (2002) 40:52-9. doi:10.1097/00005650-200201000-00007
209. Killien M, Bigby JA, ChampionV, Fernandez-Repollet E, Jackson RD, Kagawa-Singer M, et al. Involving minority and under-represented women in clinical trials. J Womens Health Gend Based Med (2000) 9:1061-70. doi:10.1089/ 152460900445974
210. Available from: http://grants.nih.gov/grants/funding/women_min/guidelines_ amended_10_2001.htm
211. Anda RF, Dodson DL, Williamson DF, Remington PL. Health promotion data for state health departments: telephone vs. in-person survey estimates of smoking and alcohol use. Am J Health Promot (1989) 4:32-6. doi:10.4278/0890-1171-4.1.32
212. Thornberry OT, Massey JT. Trends in United States telephone coverage across time and subgroups. In: Groves RM, Biemer PP, Lyberg LE, Massey JT, Nicholls WL, Waksberg J, editors. Telephone Survey Methodology. New York, NY: Wiley (1988). p. 25-49.
213. Ford ES. Characteristics of survey participants with and without a telephone: findings from the third national health and nutrition examination survey. J Clin Epidemiol (1998) 51(1):55-60. doi:10.1016/S0895-4356(97) 00225-4
214. Mishra S, Dooley D, Catalano R, Serxner S. Telephone health surveys: potential bias from non-completion. Am J Public Health (1993) 83:94-9. doi:10.2105/ AJPH.83.1.94
215. Anderson JE, Nelson DE, Wilson RW. Telephone coverage and measurement of health risk indicators: data from the national health interview survey. Am J Public Health (1998) 88:1392-5. doi:10.2105/AJPH.88.9.1392
216. U.S. Bureau of the Census. Statistical Brief: Phoneless in America. Washington, DC: Department of Commerce, Economics and Statistics Administration (1994).
217. Blumberg SJ, Luke JV. Coverage bias in traditional telephone surveys of lowincome and young adults. Public Opin Q (2007) 71(5):734-49. doi:10.1093/ poq/nfm047
218. Blumberg SJ, Luke JV, Cynamon ML. Telephone coverage and health survey estimates: evaluating the need for concern about wireless substitution. Am J Public Health (2006) 96:926-31. doi:10.2105/AJPH.2004.057885
219. Keeter S, Kennedy C, Clark A, Tompson T, Mokrzycki M. What's missing from national landline RDD surveys? The impact of the growing cell-only population. Public Opin Q (2007) 71(5):772-92. doi:10.1093/poq/nfm053
220. Kempf AM,Remington PL. New challenges fortelephone survey researchinthe 21st century. Annu Rev Public Health (2007) 28:113-26. doi:10.1146/annurev. publhealth.28.021406.144059
221. Blumberg SJ, Luke JV. Wireless Substitution: Early Release Estimates from the National Health Interview Survey. National Center for Health Statistics (102). Available from: http://www.cdc.gov/nchs/nhis.htm
222. Landrine H, Corral I, Simms D, Roesch S, Pichon L, Ake D, et al. Telephone surveys underestimate cigarette smoking African Americans. Front Epidemiol (2013) 1:36. doi:10.3389/fpubh.2013.00036
223. Liao Y, Tucker P, Okoro CA, Giles WH, Mokdad AH, Harris VB. REACH 2010 surveillance for health status in minority communities -United States, 2001-2002. MMWR Surveill Summ (2004) 53(6):1-36.
224. Centers for Disease Control. Methodologic changes in the behavioral risk factor surveillance system in 2011 and potential effects on prevalence estimates. MMWR Morb Mortal Wkly Rep (2012) 61:410-3.
225. Gregorich SE. Do self-report instruments allow meaningful comparisons across diverse population groups? Med Care (2006) 44(11 Suppl 3):s78-94. doi:10.1097/01.mlr.0000245454.12228.8f
226. Heine SJ, Lehman DR, Peng K, Greenholtz J. What's wrong with cross-cultural comparisons of subjective Likert scales? J Pers Soc Psychol (2002) 82:903-13. doi:10.1037/0022-3514.82.6.903
227. Schwarz N. Self reports: how the questions shape the answers. Am Psychol (1999) 54(2):93-105. doi:10.1037/0003-066X.54.2.93
228. SchwarzN.Frequency reportsof physical symptoms and health behaviors: how the questionnaire determines the results. In: Park DC, Morrell R,Shifren K,editors. Processing Medical Information in Aging Patients. Mahwah, NJ: Erlbaum (1999). p. 93-108.
229. Sudman S, Bradburn N, Schwarz N. Thinking About Answers: The Application of Cognitive Processes to Survey Methodology. San Francisco, CA: Jossey-Bass (1996).
230. Rothman AJ,HaddockG,SchwarzN.How many partnersistoo many? Shaping perceptions of personal vulnerability. J Appl Soc Psychol (2001) 31:2195-214. doi:10.1111/j.1559-1816.2001.tb00171.x
231. Karabenick SA, Woolley ME, Friedel JM, Ammon BV, Blazevski J, Bonney CR, et al. Cognitive processing of self-report items in educational research: do they think what we mean? Educ Psychol (2007) 42(3):139-51. doi:10.1080/ 00461520701416231
232. TourangeauR.Cognitive aspectsofsurveymeasurementand mismeasurement. Int J Public Opin Res (2003) 15:3-7. doi:10.1093/ijpor/15.1.3
233. Tourangeau R, Rips LJ, Rasinski KA. The Psychology of Survey Response. Cambridge: Cambridge University Press (2000).
234. Schwarz N. Self-reports in consumer research: the challenge of comparing cohorts and cultures. J Consum Res (2003) 29:588-94. doi:10.1086/346253
235. Chang L. A psychometric evaluation of 4-point and 6-point Likert-type scales in relation to reliability and validity. Appl Psychol Meas (1994) 18(3): 205-15.
236. Davis RE, Resnico K, Couper MP. Survey response styles, acculturation, and culture among a sample of Mexican American adults. J Cross Cult Psychol (2011) 42(7):1219-36. doi:10.1177/0022022110383317
237. Johnson T,O'Rourke D,ChavezN,Sudman S,Warnecke R,Lacey L,et al. Social cognition and responses to survey questions among culturally diverse populations. In: Lyberg L, Biemer P, Collins P, et al., editors. Survey Measurement and Process Quality. New York, NY: Wiley (1997). p. 87-113.
238. Baumgartner H,Steenkamp JB. Response styles in marketing research: a crossnational investigation. J Market Res (2001) 38:143-56. doi:10.1509/jmkr.38.2. 143.18840
239. Coon HM, Kemmelmeier M. Cultural orientations in the United States: (Re) examining differences among ethnic groups. J Cross Cult Psychol (2001) 32:348-64. doi:10.1177/0022022101032003006
240. van Herk H, Poortinga YH, Verhallen TM. Response styles in rating scales: evidence of method bias in data from six EU countries. J Cross Cult Psychol (2004) 35:346-60. doi:10.1177/0022022104264126
241. Arce-Ferrer AJ. An investigation into the factors influencing extreme response style. Educ Psychol Meas (2006) 66(3):374-92. doi:10.1177/0013164405278575
242. Johnson T, Kulesa P, Cho YI, Shavitt S. The relation between culture and response styles: evidence from 19 countries. J Cross Cult Psychol (2005) 36:264-77. doi:10.1177/0022022104272905
243. Smith PB. Acquiescent response bias as an aspect of cultural communication style. J Cross Cult Psychol (2004) 35:50-61. doi:10.1177/0022022103260380
244. Cheung GW,Rensvold RB.Assessing extreme and acquiescence response sets in cross-cultural research using structural equation modeling. J Cross Cult Psychol (2000) 31:187-212. doi:10.1177/0022022100031002003
245. Hofstede GH. Culture's Consequences. Thousand Oaks, CA: Sage (2001).
246. Hofstede GH, Bond M. Hofstede's cultural dimensions. J Cross Cult Psychol (1984) 15:417-33. doi:10.1177/0022002184015004003
247. Hofstede GH. Culture and Organizations. New York, NY: McGraw-Hill (1997).
248. Schwartz SH. Value Orientations: Measurement, Antecedents and Consequences Across Nations. London: Sage (2007).
249. Smith PB, Fischer R. Acquiescence, extreme response bias and culture: a multilevel analysis. In: van de Vijver DA, van Hemert YH, Poortinga YH, editors. Multilevel Analysis of Individuals and Cultures. New York, NY: Taylor & Francis Group (2008). p. 285-314.
250. Harzing AW. Response styles in cross-national survey research: a 26-country study.IntJCross Cult Manag (2006) 6:243-66. doi:10.1177/1470595806066332
251. SmithT. Developing comparable questions incross-national surveys. In: Harkness JA, van de Vijver FJR, Mohler PP, editors. Cross Cultural Survey Methods. New York, NY: Wiley (2003). p. 69-92.
252. van de Vijver FJR, Tanzer NK. Bias and equivalence in cross-cultural assessment: an overview. Eur Rev Appl Psychol (2004) 54:119-35. doi:10.1016/j.erap. 2003.12.004
253. Weijters B, Cabooter E, Schillewaert N. The effect of rating scale format on response styles: the numberof response categories and response categorylabels. Int J Res Market (2010) 27:236-47. doi:10.1016/j.ijresmar.2010.02.004
254. Fischer R. Standardization to account for cross-cultural response bias. J Cross Cult Psychol (2004) 35:263-82. doi:10.1177/0022022104264122
255. Hanges P. Response bias correction procedure used in GLOBE. In: House RJ, Hanges PI, Javidan M,Dorfman PJ, editors. Culture, Leadership, and Organizations: The GLOBE Study of 62 Cultures. Thousand Oaks, CA: Sage Publications (2004). p. 737-52.
256. Greenleaf EA. Improving rating scale measures by detecting and correcting bias components in response styles. J Market Res (1992) 29:176-88. doi:10.2307/3172568
257. Greenleaf EA. Measuring extreme response style. Public Opin Q (1992) 56:328-51. doi:10.1158/1055-9965.EPI-08-0241
258. Lee S, Grant D. The effect of question order on self-rated general health status in a multilingual survey context. Am J Epidemiol (2009) 169(12):1525-30. doi:10.1093/aje/kwp070
259. Kandula NR, Lauderdale DS, Baker DW. Differences in self-reported health among Asians, Latinos, and non-Hispanic Whites: the role of language and nativity. Ann Epidemiol (2007) 17(3):191-208. doi:10.1016/j.annepidem.2006. 10.005
260. Idler EL,Angel RJ. Self-rated health and mortalityin the NHANES-I epidemiologic follow-up study.AmJPublic Health (1990) 80:446-52. doi:10.2105/AJPH. 80.4.446
261. Jylhä M. What is self-rated health and why does it predict mortality? Towards a unified conceptual model. Soc Sci Med (2009) 69:307-16. doi:10.1016/j. socscimed.2009.05.013
262. Regidor E, Guallar-Castillón P, Gutiérrez-Fisac JL, Banegas JR, Rodríguez-Artalejo F. Socioeconomic variation in the magnitude of the association between self-rated health and mortality. Ann Epidemiol (2010) 20:395-400. doi:10.1016/j.annepidem.2010.01.007
263. Zheng H, Thomas PA. Marital status, self-rated health, and mortality: overestimation of health or diminishing protection of marriage? J Health Soc Behav (2013) 54(1):128-43. doi:10.1177/0022146512470564
264. HuismanM,vanLentheF,Mackenbach JP.Thepredictiveabilityofself-assessed health for mortality in different educational groups. Int J Epidemiol (2007) 36:1207-13. doi:10.1093/ije/dym095
265. Jylhä M, Guralnik JM, Ferrucci L, Jokela J, Heikkinen E. Is self-rated health comparable across cultures and genders? J Gerontol B Psychol Sci Soc Sci (1998) 53B:S144-52.
266. White K, Borrel LN. Racial/ethnic neighborhood concentration and selfreported health in New York City. Ethn Dis (2006) 16(4):900-8.
267. Su D, Wen M, Makides KS. Is self-rated health comparable between non-Hispanic Whites and Hispanics? J Gerontol B Psychol Sci Soc Sci (2013) 68(4):622-32. doi:10.1093/geronb/gbt037
268. Seo S, Chung S, Shumway M. How good is 'very good'? Translation effect in the racial/ethnic variation in self-rated health status. Qual Life Res (2014) 23(2):593-600. doi:10.1007/s11136-013-0522-6
269. Borrell LN, Dallo FJ. Self-rated health and race among Hispanic and non-Hispanic adults. J Immigr Minor Health (2008) 10(3):229-38. doi:10.1007/ s10903-007-9074-6
270. Acevedo-Garcia D,Bates LM, Osypuk TL, McArdle N. The effect of immigrant generation and duration on self-rated health among US adults 2003-2007. Soc Sci Med (2010) 71(6):1161-72. doi:10.1016/j.socscimed.2010.05.034
271. Bzostek S, Goldman N, Pebley A. Why do Hispanics in the USA report poor health? Soc Sci Med (2007) 65(5):990-1003. doi:10.1016/j.socscimed.2007.04. 028
272. Huh J, Prause JA, Dooley CD. The impact of nativity on chronic diseases, selfrated health and comorbidity status of Asian and Hispanic immigrants. J Immigr Minor Health (2008) 10(2):103-18. doi:10.1007/s10903-007-9065-7
273. Jerant A, Arellanes R, Franks P. Health status among US Hispanics: ethnic variation, nativity, and language moderation. Med Care (2008) 46(7):709-17. doi:10.1097/MLR.0b013e3181789431
274. Johnson KL, Carroll JF, Fulda KG, Cardarelli K, Cardarelli R. Acculturation and self-reported health among Hispanics using a socio-behavioral model: the North Texas Healthy Heart Study. BMC Public Health (2010) 10:53. doi:10.1186/1471-2458-10-53
275. Benjamin MR, Hirchsman J, Hirschtick J, Whitman S. Exploring differences in self-rated health among Blacks, Whites, Mexicans, and Puerto Ricans. Ethn Health (2012) 17(5):463-76. doi:10.1080/13557858.2012.654769
276. Brewer JV, Miyasato GS, Gates MA, Curto TM, Hall SA, McKinlay JB. Contributions to self-reported health in a racially and ethnically diverse population: focus on Hispanics. Ann Epidemiol (2013) 23(1):19-24. doi:10.1016/j. annepidem.2012.09.013
277. Jürges H. True health vs response styles: exploring cross-country differences in self-reported health. Health Econ (2007) 16:163-78. doi:10.1002/hec. 1134
278. Shweder R,Sullivan MA. Cultural psychology: who needs it? Annu Rev Psychol (1993) 44:397-523. doi:10.1146/annurev.ps.44.020193.002433
279. Lee S, Schwarz N. Question context and priming meaning of health: effect on differences in self-rated health between Hispanics and non-Hispanic Whites. Am J Public Health (2014) 104(1):179-85. doi:10.2105/AJPH.2012. 301055
280. Dudley NM, McFarland LA, Goodman SA, Hunt ST, Sydell EJ. Racial differences in socially desirable responding in selection contexts. J Pers Assess (2005) 85:50-64. doi:10.1207/s15327752jpa8501_05
281. Johnson T, van de Vijver FJR. Social desirability in cross-cultural research. In: Harkenss JA, van de Vijver FJR, Mohler P, editors. Cross-Cultural Survey Methods. New York, NY: Wiley (2003). p. 193-202.
282. Fisher MA,Taylor GW,Shelton BJ,Debanne SM.Age andrace/ethnicity-gender predictors of denying smoking, United States. J Health Care Poor Underserved (2008) 19:75-89. doi:10.1353/hpu.2008.0000
283. Gorber SC, Schofiled-Hurwitz S, Hardt J, Levasseur G, Trembly M. The accuracy of self-reported smoking. Nicotine Tob Res (2009) 11(1):12-24. doi:10.1093/ntr/ntn010
284. Fisher MA, Taylor GW, Shelton BJ,Debanne SM. Sociodemographic characteristics and diabetes predict invalid self-reported non-smoking in a populationbased study of U.S. adults. BMC Public Health (2007) 7:33. doi:10.1186/1471-2458-7-33
285. Rauscher GH, Johnson TP, Cho YI, Walk JA. Accuracy of self-reported cancerscreening histories: a meta-analysis. Cancer Epidemiol Biomarkers Prev (2008) 17(4):748-57. doi:10.1158/1055-9965.EPI-07-2629
286. McPhee SJ, Nguyen TT, Shema SJ, Nguyen B, Somkin C, Vo P, et al. Validation of recall of breast and cervical cancer screening by women in an ethnically diverse population. Prev Med (2002) 35:463-73. doi:10.1006/pmed. 2002.1096
287. Vernon SW, Briss PA, Tiro JA, Warnecke RB. Some methodologic lessons learned from cancer screening research. Cancer (2004) 101(Suppl 5):1131-45. doi:10.1002/cncr.20513
288. Johnson T, O'Rourke DB, Burris JE, Warnecke RB. An investigation of the effects of social desirability on the validity of self-reports of cancer screening behaviors. Med Care (2005) 43:565-73. doi:10.1097/01.mlr.0000163648. 26493.70
289. Nelson DE, Powell-Griner E, Town M, Kovar MG. A comparison of national estimates from the national health interview survey and the behavioral risk factor surveillance system. Am J Public Health (2003) 93(8): 1335-41.
290. Li A, Bagger J. The balanced inventory of desirable responding (BIDR). Educ Psychol Meas (2007) 67:525-44. doi:10.1177/0013164406292087
291. Beretvas SN, Meyers JL, Leite WL. A reliability generalization of the Marlowe-Crowne Social Desirability Scale. Educ Psychol Meas (2002) 62:570-89. doi:10. 1177/0013164402062004003
292. Leite WL, Beretvas SN. Validation of scores on the Marlowe-Crowne Social Desirability Scale and the Balanced Inventory of Desirable Responding. Educ Psychol Meas (2005) 65:140-54. doi:10.1177/0013164404267285
293. Collazo AA. Translation of the Marlowe-Crowne Social Desirability Scale into an equivalent, Spanish version. Educ Psychol Meas (2005) 65:780-806. doi:10.1177/0013164405275660
294. SchwarzN,Oyserman D.Asking questions about behavior: cognition,communication, and questionnaire construction. Am J Evaluation (2001) 22:127-60. doi:10.1016/S1098-2140(01)00133-3
295. Willis GB. Cognitive Interviewing: A Tool for Improving Questionnaire Design. Thousand Oaks, CA: Sage (2005).
296. Hambleton RK. Good practices for identifying differential item functioning. Med Care (2006) 44(11 Suppl 3):S182-6. doi:10.1097/01.mlr.0000245443. 86671.c4
297. Hambleton RK, Merenda P, Spielberger C. Adapting Educational and Psychological Tests for Cross Cultural Assessment. Mahwah, NJ: Erlbaum (2005).
298. Hambleton RK, Swaminathan H, Rogers HJ. Fundamentals of Item Response Theory. Newbury Park, CA: Sage (1991).
299. Terchek JJ, Larkin EM, Male ML, Frank SH. Measuring cigar use in adolescents: inclusion of a brand-specific item. Nicotine Tob Res (2009) 11(7):842-6. doi:10.1093/ntr/ntp074
300. Trapl ES, Terchek JJ, Danosky L, Brooks-Russell A, Frank SH. Complexity of measuring cigar use in adolescents: results from a split sample experiment. Nicotine Tob Res (2011) 13:291-5. doi:10.1093/ntr/ntq247
301. Corey CG, Dube SR, Ambrose BK, King BA, Apelberg BJ, Husten CG. Cigar smoking among U.S. students:reporteduse after adding brand namestosurvey items. Am J Prev Med (2014) 47(Suppl 1):S28-35. doi:10.1016/j.amepre.2014. 05.004
302. Wolin KY, Heil DP,AskewS,Matthews CE, Bennett GG.Validation of the international physical activity questionnaire-short form among Blacks. J Phys Act Health (2008) 5(5):746-60.
303. Hoos T, Espinoza N, Marshall S, Arrendondo EM. Validity of the global physical activity questionnaire (GPAQ) in adult Latinas. J Phys Act Health (2012) 9(5):698-705.
304. Bull FC, Maslin TS, Armstrong T. Global physical activity questionnaire (GPAQ): nine country reliability and validity study. J Phys Act Health (2009) 6:790-804.
305. Fleishman JA, Lawrence WF. Demographic variation in SF-12 scores: true differences or differential item functioning? Med Care (2003) 41(Suppl 7):III75-86. doi:10.1097/00005650-200307001-00009
306. Perkins AJ, Stump TE, Monahan PO, McHorney CA. Assessment of differential item functioning for demographic comparisons in the MOS SF-36 health survey. Qual Life Res (2006) 15:331-48. doi:10.1007/s11136-005-1551-6
307. BurlewAK,WeekesMA,MontgomeryL,FeasterDJ,Robbins MS,Rosa CL,et al. Conducting research with racial/ethnic minorities: methodological lessons from the NIDA clinical trials network. Am J Drug Alcohol Abuse (2011) 37(5):324-32. doi:10.3109/00952990.2011.596973
308. Austin PC. Double propensity-scoring adjustment: a solution to design bias or bias due to incomplete matching. Stat Methods Med Res (2014).