1. Spatial Analytic Methods in Health Utilization and Outcomes Research
2. Acknowledgements
3. Overview
4. Multilevel Modeling or Spatial Regression?
5. Multilevel Modeling
6. Multilevel Modeling
7. Multilevel Modeling: Intermediate GEE
8. Multilevel Modeling: Complex
9. Multilevel Modeling: Complex
10. Spatial Regression
11. Spatial Regression
12. Multilevel Modeling, Spatial Regression, or Other?
13. Multilevel Modeling, Spatial Regression, or Other?
14. The Importance of Conceptual Models
15. An Early Spatial Interaction Model
16. Mobley et al : A Hybrid Spatial Interaction Model with Levels of Influence
17. Levels of Influence: do they matter?
18. Relevant Markets: ZCTA, County, PCSA, MSSA?
19. FREE! RTI Spatial Impact Factor databases include…
20. Land Use Mix Index by ZCTA, 2001
21. Built Environment: Number of Walkable Destinations in Durham County NC
22. Rural Urban Commuting Codes for Phoenix Metro Area, 1990-2000
23. Methods Case 1: Mammography Use
24. Spatial Autocorrelation Across PCSAs
25. Optimal Methods
26. Why not use Spatial Probit Regression?
27. Case 2: Spatial Analysis of Elderly Access to Primary Care Services
28. Case 2: Spatial Analysis of Elderly Access to Primary Care Services
29. Case 2: Spatial Multiplier Bias = 1/(1-)
30. Case 2: Small area analysis with spatially correlated data
31. Case 2: Spatial Clustering in Raw Admission Rates
32. Case 2: Clustered Residuals from Spatial Analysis of Elderly Access to Primary Care Services (Native lands overlay)
33. Policy Importance of Spatial Epidemiology
2. Acknowledgements
3. Overview
4. Multilevel Modeling or Spatial Regression?
5. Multilevel Modeling
6. Multilevel Modeling
7. Multilevel Modeling: Intermediate GEE
8. Multilevel Modeling: Complex
9. Multilevel Modeling: Complex
10. Spatial Regression
11. Spatial Regression
12. Multilevel Modeling, Spatial Regression, or Other?
13. Multilevel Modeling, Spatial Regression, or Other?
14. The Importance of Conceptual Models
15. An Early Spatial Interaction Model
16. Mobley et al : A Hybrid Spatial Interaction Model with Levels of Influence
17. Levels of Influence: do they matter?
18. Relevant Markets: ZCTA, County, PCSA, MSSA?
19. FREE! RTI Spatial Impact Factor databases include…
20. Land Use Mix Index by ZCTA, 2001
21. Built Environment: Number of Walkable Destinations in Durham County NC
22. Rural Urban Commuting Codes for Phoenix Metro Area, 1990-2000
23. Methods Case 1: Mammography Use
24. Spatial Autocorrelation Across PCSAs
25. Optimal Methods
26. Why not use Spatial Probit Regression?
27. Case 2: Spatial Analysis of Elderly Access to Primary Care Services
28. Case 2: Spatial Analysis of Elderly Access to Primary Care Services
29. Case 2: Spatial Multiplier Bias = 1/(1-)
30. Case 2: Small area analysis with spatially correlated data
31. Case 2: Spatial Clustering in Raw Admission Rates
32. Case 2: Clustered Residuals from Spatial Analysis of Elderly Access to Primary Care Services (Native lands overlay)
33. Policy Importance of Spatial Epidemiology
Link to Video: http://geodacenter.asu.edu/data/streams/mobley_ref.mov