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jhudsl-robot committed Feb 13, 2024
2 parents d2db713 + 983f95f commit 1ecb085
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2 changes: 1 addition & 1 deletion .github/workflows/delete-preview.yml
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Expand Up @@ -18,7 +18,7 @@ jobs:

# Check out current repository
- name: checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0

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22 changes: 14 additions & 8 deletions .github/workflows/pull_request.yml
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Expand Up @@ -14,9 +14,10 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0
token: ${{ secrets.GH_PAT }}

# Use the yaml-env-action action.
- name: Load environment from YAML
Expand All @@ -31,15 +32,17 @@ jobs:
# Make the branch fresh
- name: Make the branch fresh
run: |
git config --local user.email "itcrtrainingnetwork@gmail.com"
git config --local user.name "jhudsl-robot"
git config --global --add safe.directory $GITHUB_WORKSPACE
git config --global user.email "itcrtrainingnetwork@gmail.com"
git config --global user.name "jhudsl-robot"
branch_name='preview-${{ github.event.pull_request.number }}'
echo branch doesnt exist
git checkout -b $branch_name || echo branch exists
git push --set-upstream origin $branch_name
shell: bash


outputs:
toggle_spell_check: "${{ env.SPELL_CHECK }}"
toggle_style_code: "${{ env.STYLE_CODE }}"
Expand All @@ -58,6 +61,7 @@ jobs:
check_type: spelling
error_min: 3
gh_pat: secrets.GH_PAT
branch_name: ${GITHUB_HEAD_REF}

url-check:
name: Check URLs
Expand All @@ -68,6 +72,7 @@ jobs:
check_type: urls
error_min: 0
gh_pat: secrets.GH_PAT
branch_name: ${GITHUB_HEAD_REF}

quiz-check:
name: Check quiz formatting
Expand All @@ -78,6 +83,7 @@ jobs:
check_type: quiz_format
error_min: 0
gh_pat: secrets.GH_PAT
branch_name: ${GITHUB_HEAD_REF}

############################# Style the code ###################################
style-code:
Expand All @@ -90,7 +96,7 @@ jobs:

steps:
- name: Checkout files
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0

Expand All @@ -116,16 +122,16 @@ jobs:

steps:
- name: Checkout files
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0

# Set up git checkout
- name: Set up git checkout
run: |
git config --system --add safe.directory "$GITHUB_WORKSPACE"
git config --local user.email "itcrtrainingnetwork@gmail.com"
git config --local user.name "jhudsl-robot"
git config --global --add safe.directory $GITHUB_WORKSPACE
git config --global user.email "itcrtrainingnetwork@gmail.com"
git config --global user.name "jhudsl-robot"
branch_name='preview-${{ github.event.pull_request.number }}'
git fetch --all
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11 changes: 6 additions & 5 deletions .github/workflows/render-all.yml
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Expand Up @@ -10,6 +10,7 @@ on:
paths:
- '**.Rmd'
- assets/*
- quizzes/*

jobs:

Expand All @@ -18,7 +19,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v3
uses: actions/checkout@v4

# Use the yaml-env-action action.
- name: Load environment from YAML
Expand All @@ -43,7 +44,7 @@ jobs:

steps:
- name: checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0
token: ${{ secrets.GH_PAT }}
Expand Down Expand Up @@ -95,7 +96,7 @@ jobs:

steps:
- name: checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0
token: ${{ secrets.GH_PAT }}
Expand Down Expand Up @@ -134,7 +135,7 @@ jobs:

steps:
- name: checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0
token: ${{ secrets.GH_PAT }}
Expand Down Expand Up @@ -210,7 +211,7 @@ jobs:

steps:
- name: checkout
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
fetch-depth: 0
token: ${{ secrets.GH_PAT }}
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4 changes: 2 additions & 2 deletions .github/workflows/transfer-rendered-files.yml
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Expand Up @@ -21,7 +21,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v3
uses: actions/checkout@v4

# Use the yaml-env-action action.
- name: Load environment from YAML
Expand Down Expand Up @@ -65,7 +65,7 @@ jobs:
- name: Checkout code from Leanpub repo
if: ${{ steps.git_repo_check.outputs.git_results == 'TRUE' }}
uses: actions/checkout@v3
uses: actions/checkout@v4
with:
repository: ${{ steps.git_repo_check.outputs.leanpub_repo }}
token: ${{ secrets.GH_PAT }}
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37 changes: 27 additions & 10 deletions docs/01-intro.md
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Expand Up @@ -3,23 +3,30 @@

# (PART\*) Introduction {-}

# Video Introduction

# Why this new DMS policy
Check out the video below. It provides a summary of the introduction to this course.

First we will discuss the motivations behind the new data management and sharing policy that will go into effect for (most) grant proposals submitted to the NIH after January 25, 2023.
<iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/XQkmYWhpQ2s" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>

# Why This New DMS policy

First, we will discuss the motivations behind the new data management and sharing policy. This policy is applicable for (most) grant proposals submitted to the NIH as of January 25, 2023.

<img src="resources/images/01-intro_files/figure-html//1luFoDzF6aDJEebbL6iWoJ_s8s9nQnaWLL5jghbmWdak_g16b04bd80e5_1_103.png" title="We are on the first step of the pathway- understanding the motivations of the policy." alt="We are on the first step of the pathway- understanding the motivations of the policy." width="80%" style="display: block; margin: auto;" />

Why is the NIH doing this? There are several reasons why sharing data can be beneficial to the scientific community.

- **Supports transparency** - Sharing data provides more clarity about how studies are performed. Many scientists also believe in an ethical responsibility to study participants [@bauchner_citation_2016].
- **Encourages reproducibility and rigor** - Having the data accessible, allows others to try to reproduce study findings. This can further enable studies that may replicate or validate the initial findings with different data.
- **Supports multi-modal work** - When more data of various types are easily available it makes it easier for scientist to perform studies with multiple types of data [@thessen_citation_2021].
- **More efficient and cost effective** - Some data are especially difficult or expensive to produce.
- **Supports Researcher Inclusion** - Data generation can be especially difficult for those at institutes with less resources. Publicly available data can therefore be used by these researchers to better enable their participation.
- **Increased impact** - Papers that share their data in repositories appear to be cited more based on the study by @colavizza_citation_2020 .
- **Increased collaboration opportunity** - Having data available can encourage other researchers to expand the research in a new direction or extend it further and they may reach out to collaborate.
- **Data Citations** - Due to the importance of data generation and sharing to the NIH, data will now be seen as research product that demonstrates a contribution to the scientific community.
- **Transparency** - Sharing data provides more clarity about how studies are performed. Many scientists also believe in an ethical responsibility to study participants [@bauchner_citation_2016].
- **Reproducibility and rigor** - Having the data accessible allows others to try to reproduce study findings. This can further enable studies that may replicate or validate the initial findings with different data.
- **Multi-modal work** - Scientists can perform studies using multiple types of data when this data is easily accessible [@thessen_citation_2021].
- **Efficiency and cost effectiveness** - Some data are especially difficult or expensive to produce. Resources that might have been used to regenerate the data can be used elsewhere.
- **Researcher Inclusion** - Data generation can be especially difficult for those at institutes with fewer resources. Publicly available data can therefore be used by these researchers to better enable their participation.
- **Impact** - Papers that share their data in repositories appear to be cited more often based on the study by @colavizza_citation_2020 .
- **Collaboration opportunities** - Available data can inspire other researchers to explore new directions or extend upon previous work. These researchers might reach out to collaborate.
- **Data citations** - Due to the importance of data generation and sharing to the NIH, data will now be seen as research product that demonstrates a contribution to the scientific community.

<img src="resources/images/01-intro_files/figure-html//1luFoDzF6aDJEebbL6iWoJ_s8s9nQnaWLL5jghbmWdak_g29f8bf18fa1_80_0.png" title="Scientist examines the result of a plate assay, which is a test that allows scientists to count how many flu virus particles (virions) are in a mixture" alt="Scientist examines the result of a plate assay, which is a test that allows scientists to count how many flu virus particles (virions) are in a mixture" width="80%" style="display: block; margin: auto;" />

## Key terms

Expand All @@ -43,6 +50,16 @@ A plan describing an approach to data management, preservation, and sharing of s

</div>

# Discussion on Benefits of Data Sharing

Please see below for a self-directed reflection.

<div class = "reflection">

Writing grants takes time and can be a lot of work. You might be thinking that adding an additional plan to your proposal is just more paperwork. If applicable, consider some ways that sharing your data and managing it effectively might benefit you in the long term.

</div>

# How will this policy affect me

> You can refer to the [NIH overview](https://sharing.nih.gov/data-management-and-sharing-policy/about-data-management-and-sharing-policy/research-covered-under-the-data-management-sharing-policy#after){target="_blank"} of which research will be covered by this new policy.
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