Understanding the non-stationary associations between distrust of the health care system, health conditions, and self-rated health in the elderly: A geographically weighted regression approach

Health and Place

Volumn 18, Issue 3, 2012, Pages 576-585

  Yang, Tse Chuan ^a   Matthews, Stephen A ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Elderly; Geographically weighted regression; Health care system distrust; Philadelphia metropolitan area; Self rated health

Indexed keywords

ELDERLY CARE; HEALTH CARE; HEALTH STATUS; METROPOLITAN AREA; REGRESSION ANALYSIS;

AGED; ARTICLE; FEMALE; GEOGRAPHY; HEALTH CARE SYSTEM; HEALTH STATUS; HUMAN; MALE; MEDICAL RESEARCH; PRIORITY JOURNAL; REGRESSION ANALYSIS; SELF CONCEPT; UNITED STATES;

EID: 84859269531     PISSN: 13538292     EISSN: 18732054     Source Type: Journal    
DOI: 10.1016/j.healthplace.2012.01.007     Document Type: Article

References (64)

1. Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control 1974, AC19:716-723.
2. ARF Area Resource File 2009-2010, US Department of Health and Human Services, Health Resources and Services Administration, Bureau of Health Professions, Rockville, MD.
3. Armstrong K., McMurphy S., Dean L.T., Micco E., Putt M., Halbert C.H., Schwartz J.S., Sankar P., Pyeritz R.E., Bernhardt B., Shea J.A. Differences in the patterns of health care system distrust between blacks and whites. Journal of General Internal Medicine 2008, 23:827-833.
4. Armstrong K., Rose A., Peters N., Long J.A., McMurphy S., Shea J.A. Distrust of the health care system and self-reported health in the United States. Journal of General Internal Medicine 2006, 21:292-297.
5. Besag J., Newell J. The detection of clusters in rare diseases. Journal of the Royal Statistical Society Series A (Statistics in Society) 1991, 154:143-155.
6. Browning C.R., Cagney K.A. Neighborhood structural disadvantage, collective efficacy, and self-rated physical health in an urban setting. Journal of Health and Social Behavior 2002, 43:383-399.
7. Brunsdon C., Fotheringham S., Charlton M. Geographically weighted regression-modelling spatial non-stationarity. Journal of the Royal Statistical Society Series D (The Statistician) 1998, 47:431-443.
8. Burnham K.P., Anderson D.R. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach 2002, Springer-Verlag, New York.
9. Cagney K.A., Browning C.R., Wen M. Racial disparities in self-rated health at older ages: What difference does the neighborhood make?. Journals of Gerontology Series B-Psychological Sciences and Social Sciences 2005, 60:S181-S190.
10. Corbie-Smith G., Ford C.L. Distrust and poor self-reported health-Canaries in the coal mine?. Journal of General Internal Medicine 2006, 21:395-397.
11. Cunningham C., Sohler N., Korin L., Gao W., Anastos K. HIV status, trust in health care providers, and distrust in the health care system among Bronx women. AIDS Care 2007, 19:226-234.
12. Curtis A., Mills J., Leitner M. Spatial confidentiality and GIS: Re-engineering mortality locations from published maps about Hurricane Katrina. International Journal of Health Geographics 2006, 5.
13. Damian J., Pastor-Barriuso R., Valderrama-Gama E. Factors associated with self-rated health in older people living in institutions. BMC Geriatrics 2008, 8:5.
14. Ellaway, A., Benzeval, M., Green, M., Leyland, A., Macintyre, S., forthcoming. "Getting sicker quicker": Does living in a more deprived neighbourhood mean your health deteriorates faster? Health and Place.
15. Everson-Rose S.A., Skarupski K.A., Barnes L.L., Beck T., Evans D.A., Mendes de Leon C.F. Neighborhood socioeconomic conditions are associated with psychosocial functioning in older black and white adults. Health and Place 2011, 17:793-800.
16. Fefferman N.H., O'Neil E.A., Naumova E.N. Confidentiality and confidence: Is data aggregation a means to achieve both?. Journal of Public Health Policy 2005, 26:430-449.
17. Finch B., Vega W. Acculturation stress, social support, and self-rated health among Latinos in California. Journal of Immigrant Health 2003, 5:109-117.
18. Fotheringham A.S., Brunsdon C., Charlton M. Scale issues and geographically weighted regression. Modelling Scale in Geographical Information Science 2001, 123-140. John Wiley & Sons, West Sussex, England.
19. Fotheringham A.S., Brunsdon C., Charlton M. Geographically Weighted Regression: The Analysis of Spatially Varying Relationships 2002, Wiley, Chichester.
20. Fotheringham, A.S., Brunsdon, C., Charlton, M., 2003. GWR 3.0: Software for Geographically Weighted Regression. GWR Manual.
21. Fox K., Hillsdon M., Sharp D., Cooper A., Coulson J., Davis M., Harris R., McKenna J., Narici M., Stathi A. Neighbourhood deprivation and physical activity in UK older adults. Health and Place 2011, 17:633-640.
22. Gatrell A.C., Bailey T.C., Diggle P.J., Rowlingson B.S. Spatial point pattern analysis and its application in geographical epidemiology. Transactions of the Institute of British Geographers 1996, 21:256-274.
23. Goldman N., Glei D.A., Chang M.C. The role of clinical risk factors in understanding self-rated health. Annals of Epidemiology 2004, 14:49-57.
24. Goldstein M.S., Siegel J.M., Boyer R. Predicting changes in perceived health-status. American Journal of Public Health 1984, 74:611-614.
25. Goovaerts P. Geostatistical analysis of health data: state-of-the-art and perspectives. geoENV VI-Geostatistics for Environmental Applications 2008, 3-22.
26. Griffith D.A. Spatial-filtering-based contributions to a critique of geographically weighted regression (GWR). Environment and Planning A 2008, 40:2751-2769.
27. Hall M. Researching medical trust in the United States. Journal of Health Organization and Management 2006, 20:456-467.
28. Hall M.A., Dugan E., Zheng B., Mishra A.K. Trust in physicians and medical institutions: What is it, can it be measured, and does it matter?. Milbank Quarterly 2001, 79:613-639.
29. Han B. Depressive symptoms and self-rated health in community-dwelling older adults: A longitudinal study. Journal of the American Geriatrics Society 2002, 50:1549-1556.
30. Hardin R. Conceptions and explanations of trust. Trust in Society 2001, Russell Sage Foundation, New York. K. Cook (Ed.).
31. Hill M. SPSS Missing Value Analysis 7.5 1997, SPSS, Chicago.
32. Irwin M., Artin K.H.H., Oxman M.N. Screening for depression in the older adult - Criterion validity of the 10-item Center for Epidemiological Studies Depression Scale. Archives of Internal Medicine 1999, 159:1701-1704.
33. Jylha M. What is self-rated health and why does it predict mortality? Towards a unified conceptual model. Social Science and Medicine 2009, 69:307-316.
34. Kearns, R.A., Gesler, W.M., 1998. Putting health into place: Landscape, identity, and well-being. Syracuse Univ Pr.
35. Kutner M., Nachtsheim C., Neter J. Applied Linear Regression Methods 2004, MCGraw-Hill/Irwin, Chicago.
36. Lazaridis A. A note regarding the condition number: The case of spurious and latent multicollinearity. Quality and Quantity 2007, 41:123-135.
37. Lee Y., Shinkai S. A comparison of correlated self-rated health and functional disability of older persons in the Far East: Japan and Korea. Archives of Gerontology and Geriatrics 2003, 37:63-76.
38. Leung Y., Chang-Lin M., Wen-Xiu Z. Statistical tests for spatial nonstationarity based on the geographically weighted regression model. Environment and Planning A 2000, 32:9-32.
39. Lewicki R., Bunker B. Developing and Maintaining Trust in Work Relationships. Trust in Organizations: Frontiers of Theory and Research 1996, Sage, Thousand Oaks. R. Kramer, T. Tyler (Eds.).
40. Lyness J.M., Noel T.K., Cox C., King D.A., Conwell Y., Caine E.D. Screening for depression in elderly primary care patients-A comparison of the center for epidemiologic studies depression scale and the geriatric depression scale. Archives of Internal Medicine 1997, 157:449-454.
41. Lyyra T.M., Leskinen E., Jylha M., Heikkinen E. Self-rated health and mortality in older men and women: A time-dependent covariate analysis. Archives of Gerontology and Geriatrics 2009, 48:14-18.
42. Mansfield E.R., Helms B.P. Detecting multicollinearity. American Statistician 1982, 158-160.
43. Matthews, S.A., Yang, T.C. Mapping the results of local statistics: using geographically weighted regression. Demographic Research, forthcoming.
44. Mohseni M., Lindstrom M. Social capital, trust in the health-care system and self-rated health: The role of access to health care in a population-based study. Social Science and Medicine 2007, 64:1373-1383.
45. Molarius A., Janson S. Self-rated health, chronic diseases, and symptoms among middle-aged and elderly men and women. Journal of Clinical Epidemiology 2002, 55:364-370.
46. Mollborn S., Stepanikova I., Cook K.S. Delayed care and unmet needs among health care system users: When does fiduciary trust in a physician matter?. Health Services Research 2005, 40:1898-1917.
47. Openshaw S. The Modifiable Areal Unit Problem 1984, Geobooks, Norwich, England.
48. PHMC, 2008. Philadelphia Health Management Corporation, The 2008 Household Health Survey, Philadelphia.
49. Radloff L. The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement 1977, 1:385-401.
50. Rose A., Peters N., Shea J.A., Armstrong K. Development and testing of the health care system distrust scale. Journal of General Internal Medicine 2004, 19:57-63.
51. Sargent-Cox K.A., Anstey K.J., Luszcz M.A. Determinants of self-rated health items with different points of reference. Journal of Aging and Health 2008, 20:739.
52. Schafer J.L., Graham J.W. Missing data: Our view of the state of the art. Psychological methods 2002, 7:147.
53. Shea J.A., Micco E., Dean L.T., McMurphy S., Schwartz J.S., Armstrong K. Development of a revised health care system distrust scale. Journal of General Internal Medicine 2008, 23:727-732.
54. Subramanian S.V., Kim D.J., Kawachi I. Social trust and self-rated health in US communities: A multilevel analysis. Journal of Urban Health-Bulletin of the New York Academy of Medicine 2002, 79:S21-S34.
55. Thom D.H., Hall M.A., Pawlson L.G. Measuring patients' trust in physicians when assessing quality of care. Health Affairs 2004, 23:124-132.
56. US Census Bureau, 2010. 2010 Census Demographic Profiles.
57. US News and World Report, 2011. Best Hospitals in Philadelphia, PA.
58. Walter Rasugu Omariba D. Neighbourhood characteristics, individual attributes and self-rated health among older Canadians. Health and Place 2010, 16:986-995.
59. Weeks J.R. The role of spatial analysis in demographic research. Spatially Integrated Social Science: Examples in Best Practice 2004, Oxford University Press, New York. M. Goodchild, D.G. Janelle (Eds.).
60. Wheeler D., Tiefelsdorf M. Multicollinearity and correlation among local regression coefficients in geographically weighted regression. Journal of Geographical Systems 2005, 7:161-187.
61. Whetten K., Leserman J., Whetten R., Ostermann J., Thielman N., Swartz M., Stangl D. Exploring lack of trust in care providers and the government as a barrier to health service use. American Journal of Public Health 2006, 96:716-721.
62. Yang T.C., Matthews S.A. The role of social and built environments in predicting self-rated stress: a multilevel analysis in Philadelphia. Health and Place 2010, 16:803-810.
63. Yang T.C., Matthews S.A., Shoff C. Individual health care system distrust and neighborhood social environment: how are they jointly associated with self-rated health?. Journal of Urban Health 2011, 88:945-958.
64. Young L.J., Gotway C.A. Using geostatistical methods in the analysis of public health data: the final frontier. geoENV VII-Geostatistics for Environmental Applications 2010, 16:89-98.