The effects of rurality on mental and physical health
Tóm tắt
The effects of rurality on physical and mental health are examined in analyses of a national dataset, the Community Tracking Survey, 2000–2001, that includes individual level observations from household interviews. We merge it with county level data reflecting community resources and use econometric methods to analyze this multi-level data. The statistical analysis of the impact of the choice of definition on outcomes and on the estimates and significance of explanatory variables in the model is presented using modern econometric methods, and differences in results for mental health and physical health are evaluated.
Tài liệu tham khảo
Agyemang, C., van Hooijdonk, C., Wendel-Vos, W., Ujcic-Voortman, J., Lindeman, E., Stronks, K., Droomers, M.: Ethnic differences in the effect of environmental stressors on blood pressure and hypertension in the Netherlands. BMC Public Health 7(118) (2007)
Armstrong, K., Ravenell, K., McMurphy, S., Putt, M.: Racial/ethnic differences in physician distrust in the United States. Am. J. Public Health 97(7), 1283–1289 (2007)
Athey, S., Stern, S.: The impact of information technology on emergency health care outcomes. Rand J. Econ. 33(3), 399–432 (2002)
Auchincloss, A., Hadden, W.: The health effects of rural-urban residence and concentrated poverty. J. Rural Health 18(2), 319–336 (2002)
Bankhead, C., Silman, A., Barrett, B., Scott, D., Symmons, D.: Incidence of rheumatoid arthritis is not related to indicators of socioeconomic deprivation. J. Rheumatol. 23, 2039–2042 (1996)
Barnett, S., Roderick, P., Martin, D., Diamond, I.: A multilevel analysis of the effects of rurality and social deprivation on premature limiting long term illness. J. Epidemiol. Community Health 55(1), 44–51 (2001)
Bayer, P., McMillan, R., & Rueben, K.: What drives racial segregation? New evidence using census microdata. J. Urban Econ. 56(3), 514–535 (2004)
Beard, J., Blaney, S., Cerda, M., Frye, V., Lovasi, G., Ompad, D., Rundle, A., Vlahov, D.: Neighborhood characteristics and disability in older adults. J. Gerontol. B Psychol. Sci. Soc. Sci. 64(2), 252–257 (2009)
Bell, J., Zimmerman, F., Almgren, G., Mayera, J., Huebner, C.: Birth outcomes among urban African-American women: a multilevel analysis of the role of racial residential segregation. Soc. Sci. Med. 63(12), 3030–3045 (2006)
Bernard, P., Charafeddine, R., Frohlich, K., Daniela, M., Kestensa, Y., Potvin, L.: Health inequalities and place: a theoretical conception of neighbourhood. Soc. Sci. Med. 65(9), 1839–1852 (2007)
Bolduc, D., Fortin, B., Fournier, M.: The effect of incentive policies on the practice location of doctors: a multinomial probit analysis. J Labor Econ 14(4). 703–732 (1996)
Bond Huie, S., Hummer, R., Rogers, R.: Individual and contextual risks of death among race and ethnic groups in the United States. J. Health Soc. Behav. 43, 359–381 (2002)
Breusch, T., Pagan, A.: Simple test for heteroscedasticity and random coefficient variation. Econometrica 47(5), 1287–1294 (1979)
Brown, A., Ang, A., Pebley, A.: The relationship between neighborhood characteristics and self-rated health for adults with chronic conditions. Am. J. Public Health 97(5), 926–932 (2007)
Butler, M., Beale, C.: Rural-Urban Continuum Codes for Metropolitan and Nonmetropolitan Counties. Agriculture and Rural Economy Division, Economic Research Service, United States Department of Agriculture (1994)
Butler, R., Moffitt, R.: A computationally efficient quadrature procedure for the one-factor multinomial probit model. Econometrica 50, 761–764 (1982)
Canizares, M., Power, J., Perruccio, A., Badley, E.: Association of regional racial/cultural context and socioeconomic status with arthritis in the population: a multilevel analysis. arthritis rheum. Arthritis Care Res. 59(3), 399–407 (2008)
Center for Studying Health System Change: Community Tracking Study Household Survey, 2000–2003. Washington, DC (2003)
Centers for Disease Control and Prevention: NCHS Urban-Rural Classification Scheme for Counties. http://www.cdc.gov/nchs/data_access/urban_rural.htm. Accessed 27 July 2010 (2006)
Chen, J., Rathmore, S., Radford, M., Wang, Y., Krumholz, M.: Racial differences in the use of cardiac catheterization after acute myocardial infarction. N. Engl. J. Med. 344, 1443–1449 (2001)
Coburn, A., MacKinney, A., McBride, T., Mueller, K., Slifkin, R., Wakefield, M.: Choosing Rural Definitions: Implications for Health Policy. Issue Brief #2. Rural Policy Research Institute Health Panel. http://www.rupri.org/Forms/RuralDefinitionsBrief.pdf. (2007)
Congdon, P.: A multilevel model for cardiovascular disease prevalence in the US and its application to micro area prevalence estimates. Int. J. Health Geogr. 8(6) (2009)
Cooper-Patrick, L., Gallo, J., Gonzales, J., Hong, T., Vu, H., Powe, N., Nelson, C., Ford, D.: Race, gender, and partnership in the patient-physician relationship. J. Am. Med. Assoc. 282, 583–589 (1999)
Cossman, R., Cossman, J., Cosby, A., Reavis, R.: Reconsidering the rural-urban continuum in rural health research: a test of stable relationships using mortality as a health measure. Popul. Res. Policy Rev. 27(4), 459–476 (2008)
Cromartie, J., Swanson, L.: Census tracts more precisely define rural populations and areas. Rural Dev. Perspect. 11(3), 31–39 (1996)
De la Torre, A., Fickenscher, K., Luft, H.: The zip postal code difference: methods to improve identification of rural subgroups. Agric. Econ. 5, 253–262 (1991)
Diala, C., Muntaner, C.: Mood and anxiety disorders among rural, urban, and metropolitan residents in the United States. Community Ment. Health J. 39(3), 239–252 (2003)
Diez-Roux, A., Nieto, F., Muntaner, C., Tyroler, H., Comstock, G., Shahar, E., Cooper, L., Watson, R., Szklo, M.: Neighborhood environments and coronary heart disease: a multilevel analysis. Am. J. Epidemiol. 146, 48–63 (1997)
Diez-Roux, A., Merkin, S., Arnett, D., Chambless, L., Massing, M., Javier Nieto F., Sorlie, P., Szklo, M., Tyroler, H., Watson, R.: Neighborhood of residence and incidence of coronary disease. N. Engl. J. Med. 345, 99–106 (2001)
Do, D., Dubowitz, T., Bird, C., Lurieb, N., Escarcec, J., Finch, B.: Neighborhood context and ethnicity differences in body mass index: a multilevel analysis using the NHANES III Survey (1988–1994). Econ. Hum. Biol. 5(2), 179–203 (2007)
Do, D., Finch, B., Basurto-Davila, R., Bird, C., Escarce, J., Lurie, N.: Does place explain racial health disparities? Quantifying the contribution of residential context to the Black/White health gap in the United States. Soc. Sci. Med. 67(8), 1258–1268 (2008)
Erzen, D., Carriere, C., Dik, N., Mustard, C., Roos, L., Manfreda, J., Anthonisen, N.: Income level and asthma prevalence and care patterns. Am. J. Respir. Crit. Care Med. 155, 1060–1065 (1997)
Ferreyra, M.: Estimating the effects of private school vouchers in multidistrict economies. Amer. Econ. Rev. 97(3), 789–817 (2007)
Flowerdew, R., Manley, D., Sabel, C.: Neighbourhood effects on health: does it matter where you draw the boundaries? Soc. Sci. Med. 66(6), 1241–1255 (2008)
Fortney, J., Owen, R., Clothier, J.: Impact of travel distance on the disposition of patients presenting for emergency psychiatric care. J. Behav. Health Serv. Res. 26(1), 104–108 (1999)
Frances, C., Shlipak, M., Noguchi, H., Heidenreich, P., McClellan, M.: Does physician specialty affect the survival of elderly patients with myocardial infarction? Health Serv. Res. 35(5 Pt 2), 1093–1116 (2000)
Freedman, V., Grafova, I., Schoeni, R., Rogowski, J.: Neighborhoods and disability in later life. Soc. Sci. Med. 66(11), 2253–2267 (2008)
Geiss, L., Pan, L., Cadwell, B., Gregg, E., Benjamin, S., Engelgau, M.: Changes in incidence of diabetes in U.S. Adults, 1997–2003. Am. J. Prev. Med. 30(5), 371–377 (2006)
Gessler, W., Hayes, M., Arcury, A., Skelly, A., Nash, S., Soward, A.: Use of mapping technology in health intervention research. Nurs. Outlook 52, 142–146 (2004)
Geweke, J., Gowrisankaran, G., Town, R.: Bayesian inference for hospital quality in a selection model. Econometrica 71(4), 1215–1238 (2003)
Ghelfi, L., Parker, T.: A New County-Level Measure of Urban Influence. Staff Paper, Rural Economy Division, Economic Research Service, U.S. Department of Agriculture (1995)
Goldstein, H.: Multilevel Statistical Models. Hodder Arnold, London (2003)
Goodall, C., Kafadar, K., Tukey, J.: Computing and using rural versus urban measures in statistical applications. Am. Stat. 52(2), 101–111 (1998)
Gourieroux, C., Holly, A., Monfort, A.: Likelihood ratio test, wald test, and kuhn-tucker test in linear models with inequality constraints on the regression parameters. Econometrica 50(1), 63–80 (1982)
Gwynn, R.: Risk factors for asthma in US adults: results from the 2000 behavioral risk factor surveillance system. J. Asthma 41(1), 91–98 (2004)
Hart, L., Larson, E., Lishner, D.: Rural definitions for health policy and research. Am. J. Public Health 95(7), 1149–1155 (2005)
Haselkorn, T., Lee, J., Mink, D., Weiss, S.: Racial disparities in asthma-related health outcomes in severe or difficult-to-treat asthma. Ann. Allergy Asthma Immunol. 101(3), 256–263 (2008)
Hauenstein, E., Petterson, S., Merwin, E., Rovnyak, V., Heise, B., Wagner, D.: Rurality, gender, and mental health treatment. Fam. Community Health 29(3), 169–185 (2006)
Hayward, M., Pienta, A., McLaughlin, D.: Inequality in men’s mortality: the socioeconomic status gradient and geographic context. J. Health Soc. Behav. 38, 313–330 (1997)
Health Resources and Services Administration (2007) Geographic Eligibility for Rural Health Grant Programs. http://ruralhealth.hrsa.gov/funding/eligibilitytestv2.asp
Hewitt, M.: Defining rural areas: impact on health care policy and research. In: Gesler, W., Ricketts, T. (eds.) Health in rural North America. Rutgers University Press, London, pp. 25–54 (1992)
Hoggart, K.: Let’s do away with rural. J. Rural Stud. 6, 245–257 (1990)
Hurley, J.: Physicians’ choices of specialty, location, and mode: a reexamination within an interdependent decision framework. J. Hum. Resour. 26(1), 47–71 (1991)
Hynes, D., Koelling, K., Stroupe, K., Arnold, N., Mallin, K., Shohn, M., Weaver, F., Manheim, L., Kok, L.: Veterans’ access to and use of medicare and veterans affairs health care. Med. Care 45(3), 214–223 (2007)
Johnston, K.: Calculating County-to-County Distances with GIS. http://www.scholarslab.org/geospatial-and-temporal/calculating-county-to-county-distances-with-gis/ (2010)
Jonas B., Franks P., Ingram D.: Are Symptoms of anxiety and depression risk factors for hypertension? Longitudinal evidence from the National Health and Nutrition Examination Survey I Epidemiologic Follow-up Study. Arch. Fam. Med. 6, 43–49 (1997)
Jordan, S., Hargrove, D.: Implications of an empirical application of categorical definitions of rural. J. Rural Community Psychol. 8(2), 14–29 (1987)
Kodde, D., Palm, F.: Wald criteria for jointly testing equality and inequality restrictions. Econometrica 54(5), 1243–1248 (1986)
Komaromy, M., Grumbach, K., Drake, M., Vranizan, K., Lurie, N., Keane, D., Bindman, A.: The role of Black and Hispanic physicians in providing health care for underserved populations. N. Engl. J. Med. 334(20), 1305–1310 (1996)
Krieger, N., Quesenberry, C., Peng, T., Horn-Ross, P., Stewart, S., Brown, S., Swallen, K., Guillermo, T., Suh, D., Alvarez-Martinez, L., Ward, F.: Social class, race/ethnicity, and incidence of breast, cervix, colon, lung, and prostate cancer among Asian, Black, Hispanic, and White residents of the San Francisco Bay Area, 1988–92 (United States). Cancer Causes Control 10, 525–537 (1999)
Krieger, N., Chen, J., Waterman, P., Soobader, M., Subramanian, S., Carson, R.: Geocoding and monitoring of US socioeconomic inequalities in mortality and cancer incidence: does the choice of area-based measure and geographic level matter? The public health disparities geocoding project. Am. J. Epidemiol.. 156(5), 471–482 (2002)
Kudo, A.: A Multivariate analogue of the one-sided test. Biometrika 50(3), 403–418 (1962)
Laditka, J.: Physician supply, physician diversity, and outcomes of primary health care for older persons in the United States. Health Place 10(3), 231–244 (2004)
Laveist, T., Nuru-Jeter, A.: Is doctor-patient race concordance associated with greater satisfaction with care? J. Health Soc. Behav. 43, 296–306 (2002)
Lemelin, E., Diez-Roux, A., Franklin, T., Carnethon, M., Lutsey, P., Ni, H., O’Meara, E., Shrager, S.: Life-course socioeconomic positions and subclinical atherosclerosis in the multi-ethnic study of atherosclerosis. Soc. Sci. Med. 68(3), 444–451 (2009)
Lin, S., Crawford, S., Salmon, W.: Potential access and revealed access to pain management medications. Soc. Sci. Med. 60, 1881–1891 (2005)
Lipton, R., Liao, Y., Cao, G., Cooper, R., McGee, D.: Determinants of incident non-insulin-dependent diabetes mellitus among Blacks and Whites in a national sample: the NHANES I epidemiologic follow-up study. Am. J. Epidemiol. 138, 826–839 (1993)
Litaker, D., Koroukian, S., Love, T.: Context and healthcare access: looking beyond the individual. Med. Care 43, 531-540 (2005)
Litonjua, A., Carey, V., Weiss, S., Gold, D.: Race, socioeconomic factors, and area of residence are associated with asthma prevalence. Pediatr. Pulmonol. 28(6), 394–401 (1999)
Lorant, V., Thomas, I., Deliege, D., Tongle, R.: Deprivation and mortality: the implications of spatial autocorrelation for health resources allocation. Soc. Sci. Med. 53(12), 1711–1719 (2001)
Loucks, E., Lynch, J., Pilote, L., Fuhrer, R., Almeida, N., Richard, H., Agha, G., Murabito, J., Benjamin, E.: Life-course socioeconomic position and incidence of coronary heart disease. Am. J. Epidemiol. 169(7), 829–836 (2009)
Lovasi, G., Moudon, A., Smith, N., Lumley, T., Larsone, E., Sohn, D., Siscovick, D., Psaty, B.: Evaluating options for measurement of neighborhood socioeconomic context: evidence from a myocardial infarction case-control study. Health Place 14(3), 453–467 (2008)
Lovett, A., Haynes, R., Sunnenberg, G., Gale, S.: Car travel time and accessibility by bus to general practioner services: a study using patient registers and GIS. Soc. Sci. Med. 55, 97–111 (2002)
Mainous, A., King, D., Garr, D., Pearson, W.: Race, rural residence, and control of diabetes and hypertension. Ann. Fam. Med. 2(6), 563–568 (2004)
Mair, C., Diez-Roux, A., Galea, S.: Are neighbourhood characteristics associated with depressive symptoms? a review of evidence. J. Epidemiol. Community Health 62(11), 940–946 (2008)
Makuc, D., Haglund, B., Ingram, D., Kleinman, J., Feldman, J.: Health service areas for the United States. National Center for Health Statistics. Vital Health Stat. 2(112) (1991)
McClellan, M., McNeil, B., Newhouse, J.: Does more intensive treatment of acute myocardial infarction in the elderly reduce mortality? Analysis using instrumental variables. J. Am. Med. Assoc. 272(11), 859–866 (1994)
McWhorter, W., Schatzkin, A., Horm, J., Brown, C.: Contribution of socioeconomic status to Black/White differences in cancer incidence. Cancer 63, 982–989 (1989)
Mezuk, B., Eaton, W., Golden, S., Ding, Y.: The influence of educational attainment on depression and risk of Type 2 diabetes. Am. J. Public Health 98(8), 1480–1485 (2008)
Moffitt, R.: Incentive effects of the United-States welfare system: a review. J. Econ. Lit. 30(1), 1–61 (1992)
Morenoff, J.: Neighborhood mechanisms and the spatial dynamics of birth weight. Am. J. Sociol. 108(5), 976–1017 (2003)
Newhouse, J., McClellan, M.: Econometrics in outcomes research: the use of instrumental variables. Annu. Rev. Public Health 19, 17–34 (1998)
Newhouse, J., Williams, A., Bennett, B., Schwartz, W.: Does the geographical distribution of physicians reflect market failure? Bell J. Econ. 13(2), 493–505 (1982)
Niggebrugge, A., Haynes, R., Jones, A., Lovett, A., Harvey, I.: The index of multiple deprivation 2000 access domain: a useful indicator for public health? Soc. Sci. Med. 60, 2743–2753 (2005)
Office of Rural Health Policy, List of Rural Counties and Designated Eligible Census Tracts in Metropolitan Counties. ftp://ftp.hrsa.gov/Ruralhealth/Eligibility2005.pdf. Accessed 18 July 2005 (2005)
Olfson, M., Cherry, D., Lewis-Fernández, R.: Racial differences in visit duration of outpatient psychiatric visits. Arch. Gen. Psychiatry 66(2), 214–221 (2009)
Pickett, K., Collins, J., Masi, C., Wilkinson, R.: The effects of racial density and income incongruity on pregnancy outcomes. Soc. Sci. Med. 60(10), 2229–2238 (2005)
Polsky, D., Kletke, P., Wozniak, G., Escarce, J.: HMO penetration and the geographic mobility of practicing physicians. J. Health Econ. 19(5), 793–809 (2000)
Reijneveld, S., Verheij, R., de Bakker, D.: The impact of area deprivation on differences in health: does the choice of the geographical classification matter? J. Epidemiol. Community Health 54(4), 306–313 (2000)
Ricketts, T., Johnson-Webb, K.: What is “Rural” and how to measure “Rurality”: a focus on health care delivery and health policy. Health Resources and Services Administration: Federal Office of Rural Health Policy, Washington, DC (1997)
Ricketts, T., Johnson-Webb, K., Taylor, P.: Definitions of rural: a handbook for health policy makers and researchers. Health Resources and Services Administration: Federal Office of Rural Health Policy, Washington, DC (1998)
Rosenzweig, M., Wolpin, K.: Immigration selectivity and the effects of public programs. J. Public Econ. 37(3), 265–289 (1988)
Roux, A.: Investigating neighborhood and area effects on health. Am. J. Public Health 91(11), 1783–1789 (2001)
Rovnyak, V.: Wald Tests for Linear and Logistic Models in SAS, SPSS and Stata. http://www.nursing.virginia.edu/media/Wald_tests_lin__log_May_08.pdf (2008)
Rural Assistance Center: http://maps.rupri.org/circ/racrural/amirural.asp (2007)
Saha, S., Taggart, S., Komaromy, M., Bindman, A.: Do patients choose physicians of their own race? Health Aff. 19, 76–83 (2000)
Schootman, M., Shu, D.: Small-area incidence trends in breast cancer. Epidemiology 15, 300–317 (2004)
Smith, M., Anderson, R., Bradham, D., Longino, C.: Rural and urban differences in mortality among Americans 55 years and older: analysis of the national longitudinal mortality study. J. Rural Health 11(4), 274–285 (1995)
Sobal, J., Troiano, R., Frongillo, E.: Rural-urban differences in obesity. Rural Sociol. 61(2), 289–305 (1996)
Stern, S.: Estimating family long-term care decisions in the presence of endogenous child characteristics. J. Hum. Resour. 30(3), 551–580 (1995)
Stern, S.: Simulation-based estimation. J. Econ. Lit. 35(4), 2006–2039 (1997)
Stern, S.: Sample moments for ‘The Effects of Rurality on Mental and Physical Health’. http://www.people.virginia.edu/~sns5r/resint/healthstf/ruralmoments.html (2010a)
Stern, S.: Distribution of African-Americans by Census Tract. www.people.virginia.edu/~sns5r/resint/healthstf/censustract.html (2010b)
Stockdale, S., Wells, K., Tang, L., Belinc, T., Zhanga, L., Sherbourne, C.: The importance of social context: neighborhood stressors, stress-buffering mechanisms, and alcohol, drug, and mental health disorders. Soc. Sci. Med. 65(9), 1867–1881 (2007)
Stroud A., Secrest D.: Gaussian quadrature formulas. Prentice-Hall, Englewood Cliffs (1966)
Sundquist, K., Malmström, M., Johanssen, S.: Neighbourhood deprivation and incidence of coronary heart disease: a multilevel study of 2.6 million women and men in Sweden. J. Epidemiol. Community Health 58, 71–77 (2004)
U.S. Bureau of the Census: Special EEO Tabulation Technical Documentation for SAS Datasets (2000a)
U.S. Bureau of the Census: Special EEO Tabulation SAS Datasets. CD-ROM, December, 2003 (2000b)
United States Department of Agriculture: http://www.ers.usda.gov/Briefing/Rurality/RuralUrbCon/ (1984)
U.S. Department of Health and Human Services, Health Resources and Services Administration, Bureau of Health Professions, National Center for Health Workforce Analysis: Documentation for the Area Resource File (2004a)
U.S. Department of Health and Human Services, Health Resources and Services Administration, Bureau of Health Professions, National Center for Health Workforce Analysis: Technical Documentation with Field Numbers for the Area Resource File (ARF) 2004 Release (2004b)
Vargas, C., Ingram, D., Gillum, R.: Incidence of hypertension and educational attainment: the NHANES I epidemiologic followup study. Am. J. Epidemiol. 152, 272–278 (2000)
Vigdor, J.: Locations, outcomes, and selective migration. Rev. Econ. Stat. 84(4), 751–755 (2002)
Vinikoor, L., Kaufman, J., MacLehose, R., Laraia, B.: Effects of racial density and income incongruity on pregnancy outcomes in less segregated communities. Soc. Sci. Med. 66(2), 255–259 (2008)
Vuong, Q.: Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica 57(2), 307–333 (1989)
Wainwright, N., Surtees, P.: Area and individual circumstances and mood disorder prevalence. Br. J. Psychiatry 185, 227–232 (2004a)
Wainwright, N., Surtees, P.: Places, people, and their physical and mental functional health. J. Epidemiol. Community Health 58(4), 333–339 (2004b)
Walters, W.: Later-life migration in the United States: a review of recent research. J. Plann. Lit. 17(1), 37–66 (2002)
Ware J., Kosinski M., Keller S.: SF-36 Physical and Mental Health Summary Scales: A User’s Manual. Health Assessment Lab, Boston, MA (1994)
Wiggins, R., Joshi, H., Bartley, M., Gleave, S., Lynch, K., Cullis, A.: Place and personal circumstances in a multilevel account of women’s long-term illness. Soc. Sci. Med. 54(5), 827–838 (2002)
Wolak, F.: An exact test for multiple inequality constraints in the linear regression model. J. Am. Stat. Assoc. 82(399), 782–793 (1987)
Wong, S., Kao, C., Crouch, J., Korenbrot, C.: Rural American Indian medicaid health care services use and health care costs in California. Am. J. Public Health 96(2), 363–370 (2006)
Xu, G., Fields, S., Laine, C., Veloski, J., Barzansky, B., Martini, C.: the relationship between the race/ethnicity of generalist physicians and their care for underserved populations. Am. J. Public Health 87, 817–822 (1997)
Yiannakoulias, N., Rowe, B., Svenson, L., Schopflocher, D., Kellyey, K., Voaklander, D.: Zones of prevention. Soc. Sci. Med. 57, 2065–2073 (2003)
Ziembroski, J., Breiding, M.: The cumulative effect of rural and regional residence on the health of older adults. J. Aging Health 18(5), 631–659 (2006)