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Variables Details
: (EM-876)
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EM Identity and Description
| EM-876 | |
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Document Author
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Brown, S. C., J. Lombard, K. Wang, M. M. Byrne, M. Toro, E. Plater-Zyberk, D. J. Feaster, J. Kardys, M. I. Nardi, G. Perez-Gomez, H. M. Pantin, and J. Szapocznik |
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Document Year
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2016 |
Variable General Info
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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Variable ID
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20766 |
| Not reported | |
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Qualitative-Quantitative
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Quantitative (Cardinal Only) |
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Cardinal-Ordinal
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Cardinal |
| No. ind.^-1 yr^-1 |
Variable Typology
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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Predictor-Intermediate-Response
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Predictor |
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Predictor Variable Type
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Time- or Space-varying Variable |
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Response Variable Type
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Not applicable |
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Data Source/Type
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Map or database (e.g., wide coverage, wide availability, measured or modeled) |
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Variable Classification Hierarchy
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3. Human Demographic Data |
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--Health |
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Variable Spatial Characteristics
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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Spatial Extent Area
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1000-10,000 km^2. |
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Spatially Distributed?
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Yes |
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Observations Spatially Patterned?
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Yes |
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Spatial Grain Type
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other (specify), for irregular (e.g., stream reach, lake basin) |
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Spatial Grain Size
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Individual |
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Spatial Density
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Not applicable |
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EnviroAtlas URL
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Variable Temporal Characteristics
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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Temporal Extent
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2011 |
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Temporally Distributed?
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Not applicable |
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Regular Temporal Grain?
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Not applicable |
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Temporal Grain Size Value
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Not applicable |
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Temporal Grain Size Units
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Not applicable |
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Temporal Density
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Not applicable |
Variable Values
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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| No. ind.^-1 yr^-1 | |
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Min Value
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0 |
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Max Value
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19 |
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Other Value Type
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Mean |
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Other Value
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2.05 |
Variable Variability and Sensitivity
Total chronic conditions (living Medicare beneficiaries) ?Comment:Data were obtained for this retrospective cohort study in 2013 from the U.S. Centers for Medicare and Medicaid Services (CMS)’ Master Beneficiary Summary File, which provided for each beneficiary, annual data on health outcomes, age, gender, race/ ethnicity,34 and location, for the calendar years 2010–2011. The CMS Master Beneficiary Summary File Chronic Conditions Segment provides indications of 27 chronic conditions, using CMS’ chronic conditions algorithms, based on Medicare claims of all types for each beneficiary in a calendar year. |
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Variability Expression Given?
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Yes | |
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Variability Metric
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Variability Value
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Variability Units
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Resampling Used?
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No | |
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Variability Expression Used in Modeling?
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Yes |
Variable Operational Validation (Response Variables only)
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Variable ID
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Validated?
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Validation Approach (within, between, etc.)
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Validation Quality (Qual/Quant)
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Validation Method (Stat/Deviance)
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Validation Metric
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Validation Value
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Validation Units
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Use of Measured Response Data
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