|
| 1 | +--- |
| 2 | +title: 'Sensitivity of mortality rates to the imputation of missing socioeconomic data: cohort study' |
| 3 | +date: "2023-12-18" |
| 4 | +permalink: /portfolio/SAR-2023-017/ |
| 5 | +redirect_from: |
| 6 | + - /portfolio/SAR-2023-017-BH/ |
| 7 | + - /SAR-2023-017-BH/ |
| 8 | + - /SAR-2023-017/ |
| 9 | +categories: |
| 10 | + - longitudinal-studies |
| 11 | + - cohort |
| 12 | + - epidemiology |
| 13 | +tags: |
| 14 | + - incidence |
| 15 | + - prognostic-models |
| 16 | + - imputation-models |
| 17 | + - survival-analysis |
| 18 | +--- |
| 19 | + |
| 20 | +1. To describe the missingness in zip codes at each follow up collection; |
| 21 | +1. To impute missing Zip codes with data available in previous follow up collections. |
| 22 | +1. To assess the sensitivity of the association between mortality and socioeconomic status to the imputation of participant missing location. |
| 23 | + |
| 24 | +Statistical Analysis for Brennan Hickson (US, 2023) |
| 25 | +<!-- Technical Report for Brennan Hickson (US, 2023) --> |
| 26 | + |
| 27 | +## Analyses performed |
| 28 | + |
| 29 | +1. Descriptive analysis |
| 30 | +1. Missing data imputation |
| 31 | +1. Inferential analysis |
| 32 | +1. Statistical models |
| 33 | + |
| 34 | +## Documents |
| 35 | + |
| 36 | +<!-- The client has requested that this analysis be kept confidential until a future date, determined by the client. --> |
| 37 | +<!-- All documents from this consultation are therefore not published online and only the title and year of the analysis will be included in the consultant's Portfolio. --> |
| 38 | +<!-- After the agreed date is reached, the documents will be released. --> |
| 39 | + |
| 40 | +<!-- The client has requested that this analysis be kept confidential. --> |
| 41 | +<!-- All documents from this consultation are therefore not published online and only the title and year of the analysis will be included in the consultant's Portfolio. --> |
| 42 | + |
| 43 | +### Analytical Plan (SAP) |
| 44 | + |
| 45 | +- [PDF][sap] |
| 46 | + |
| 47 | +### Statistical Analysis Report (SAR) |
| 48 | + |
| 49 | +- [PDF][sar] |
| 50 | + |
| 51 | +## Associated analyses |
| 52 | + |
| 53 | +This analysis is part of a larger project and is supported by other analyses, linked below. |
| 54 | + |
| 55 | +**Effect of socioeconomic status in mortality rates after brain injury: cohort study** |
| 56 | + |
| 57 | +<https://philsf-biostat.github.io/SAR-2023-004-BH/> |
| 58 | + |
| 59 | +**Time-adjusted effect of socioeconomic status in mortality rates after brain injury: cohort study** |
| 60 | + |
| 61 | +<https://philsf-biostat.github.io/SAR-2023-016-BH/> |
| 62 | + |
| 63 | +<!-- --- --> |
| 64 | + |
| 65 | +[sap]: /files/SAP-2023-017-BH-v01.pdf |
| 66 | +[sar]: /files/SAR-2023-017-BH-v01.pdf |
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