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6 changes: 3 additions & 3 deletions 11-intro_spatial_analysis.Rmd
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# **Spatial Analysis with Environmental Data in R** {-}

[![Profile-CMP](https://img.shields.io/badge/User%20Profile-Clinical/Medical%20Professional-E7C0CF.svg)](#profilecmp)
[![Profile-SBS](https://img.shields.io/badge/User%20Profile-Social%20&%20Behavioral%20Scientist-9EE398.svg)](#profilesbs)
[![Profile-STU](https://img.shields.io/badge/User%20Profile-Student-98C9E3.svg)](#profilestu)
[![Profile-CMP](https://img.shields.io/badge/User%20Profile-Clinician/Medical%20Professional-f58231.svg)](#profilecmp)
[![Profile-SBS](https://img.shields.io/badge/User%20Profile-Social%20&%20Behavioral%20Scientist-808000.svg)](#profilesbs)
[![Profile-STU](https://img.shields.io/badge/User%20Profile-Student-dcbeff.svg)](#profilestu)

<font size ="5"> **Access, Import, and Primary Analyses** </font>

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220 changes: 207 additions & 13 deletions 14-user-profiles.Rmd
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# **User Profiles (PLACEHOLDER)** {-}
# **User Profiles** {.unnumbered}

The educational materials and tutorials in this book have been designed to for various types of users.

## Clinical/Medical Professional {#profilecmp}
![](https://img.shields.io/badge/User%20Profile-Clinical/Medical%20Professional-E7C0CF.svg)
## Clinical Data Manager {#profilecdm .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Clinical%20Data%20Manager-469990.svg)

Description
**What is my area of expertise?**

Chapters...
- Advanced knowledge of health data systems
- Familiarity with some data sources for exposure and sociodemographic information
- Advanced data collection, management, and analysis skills

## Social & Behavioral Scientist {#profilesbs}
![](https://img.shields.io/badge/User%20Profile-Social%20&%20Behavioral%20Scientist-9EE398.svg)
**What resources might I need?**

Description
- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Readily computed sociodemographic metrics
- Exposure and sociodemographic measures that are directly comparable with related measures from other studies

Chapters...
## Clinical Researcher {#profilecre .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Clinical%20Researcher-e6194B.svg)

## Student {#profilestu}
![](https://img.shields.io/badge/User%20Profile-Student-98C9E3.svg)
**What is my area of expertise?**

Description
- In-depth knowledge of health data systems
- Background knowledge of the key exposures and risk factors that influence the mechanism of the health outcome
- General knowledge of the main data sources for exposure, health, and sociodemographic information
- Advanced data collection, management, and analysis skills
- Statistical methods to examine population health trends

Chapters...
**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Methods to integrate measures across different spatial geographies
- Methods to readily assess known and predicted impacts of exposures on human health

## Clinician/Medical Professional {#profilecmp .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Clinician/Medical%20Professional-f58231.svg)

**What is my area of expertise?**

- Advanced knowledge of health conditions and mechanisms of disease
- Background knowledge of key exposures and risk factors that influence the mechanism of the health outcome
- Familiarity with some data sources for exposure and sociodemographic information
- Advanced knowledge of health data systems

**What resources might I need?**

- Readily computed exposure metrics
- Readily computed sociodemographic metrics
- Health data that capture information on the diseases or conditions of interest
- Exposure, sociodemographic, and health measures that are directly comparable with related measures from other studies
- Methods for collecting, managing, and analyzing data
- Strategies for interpreting analytical results

**Relevant Chapters**

- [Spatial Analysis with Environmental Data in R](#spatial-analysis-with-environmental-data-in-r)

## Community Health Worker {#profilechw .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Community%20Health%20Worker-ffe119.svg)

**What is my area of expertise?**

- Familiarity with general exposures and related health outcomes of interest
- Familiarity with some data sources for exposure, health, and sociodemographic information
- Communication of important health information to the public and other stakeholders

**What resources might I need?**

- Readily computed exposure metrics
- Readily computed sociodemographic metrics
- Health data that capture information on the diseases or conditions of interest
- Key findings or strategies for interpreting analytical results
- Data visualizations and other related tools

## Educator {#profileedu .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Educator-bfef45.svg)

**What is my area of expertise?**

- In-depth knowledge of health data systems
- Familiarity with some data sources for exposure, health, and sociodemographic information
- Advanced data collection, management, and analysis skills

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Readily computed sociodemographic metrics
- Exposure and sociodemographic measures that are directly comparable with related measures from other studies

## Epidemiologist {#profileepi .unnumbered}

![](https://img.shields.io/badge/User%20Profile-Epidemiologist-4363d8.svg)

**What is my area of expertise?**

- Background knowledge of the key risk factors that influence the mechanism of the health outcome
- General knowledge of the main sources of data for exposures and health information
- Fundamental data collection, management, and analysis skills
- Statistical methods to examine population health trends and patterns
- Interpretation of analytical findings for broader public health applications

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Health data that capture information on the disease or condition of interest
- Methods to integrate measures across different spatial geographies
- Methods to readily identify known and predicted impacts of exposures on human health


## Geospatial Analyst {#profilegeo .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Geospatial%20Analyst-fabed4.svg)

**What is my area of expertise?**

- Background knowledge of the key sources and patterns of exposure of interest
- General knowledge of the main sources of geospatial data for exposures
- Advanced data collection, management, and analysis skills
- Characterization and assessment of exposures

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Methods to integrate measures across different spatial geographies
- Methods to calculate and predict exposures from multiple sources and time periods

## Public Health Official {#profilepho .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Public%20Health%20Official-fffac8.svg)

**What is my area of expertise?**

- Familiarity with the exposures and typical health outcomes of interest
- Familiarity with general data collection, management, and analysis skills
- Communication of important health information to the public and other stakeholders

**What resources might I need?**

- Readily computed exposure metrics
- Readily computed sociodemographic metrics
- Health data that capture information on the diseases or conditions of interest
- Key findings or strategies for interpreting analytical results
- Data visualizations and other related tools

## Social & Behavioral Scientist {#profilesbs .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Social%20&%20Behavioral%20Scientist-808000.svg)

**What is my area of expertise?**

- Background knowledge of the key exposures and risk factors that influence the mechanism of the health outcome
- General knowledge of the main data sources for exposure, health, and sociodemographic information
- Advanced data collection, management, and analysis skills
- Statistical methods to examine population health trends
- Interpretation of analytical findings for broader public health applications

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Health data that capture information on the disease or condition of interest
- Methods to integrate measures across different spatial geographies
- Methods to readily identify known and predicted impacts of exposures on human health

**Relevant Chapters**

- [Spatial Analysis with Environmental Data in R](#spatial-analysis-with-environmental-data-in-r)

## Student {#profilestu .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Student-dcbeff.svg)

**What is my area of expertise?**

- Background knowledge of the typical health outcomes of interest and key exposures and risk factors influencing these health outcomes
- General knowledge of the main data sources for exposure, health, and sociodemographic information
- Fundamental data collection, management, and analysis skills
- Familiarity with statistical methods to examine population health trends

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Health data that capture information on the disease or condition of interest
- Methods to integrate measures across different spatial geographies
- Methods for collecting, managing, and analyzing data

**Relevant Chapters**

- [Spatial Analysis with Environmental Data in R](#spatial-analysis-with-environmental-data-in-r)

## Translational Researcher {#profiletlr .unnumbered}
![](https://img.shields.io/badge/User%20Profile-Translational%20Researcher-aaffc3.svg)

**What is my area of expertise?**

- Background knowledge of the key exposures and risk factors that influence the mechanism of the health outcome
- General knowledge of the main data sources for exposure, health, and sociodemographic information
- Advanced data collection, management, and analysis skills
- Statistical methods to examine population health trends
- Translating analytical findings into interventions and treatments

**What resources might I need?**

- High spatial and temporal resolution exposure data
- Readily computed exposure metrics
- Exposure measures that are directly comparable with related measures from other studies
- Health data that capture information on the disease or condition of interest
- Methods to integrate measures across different spatial geographies
- Methods to readily assess known and predicted impacts of exposures on human health

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