Skip to content

Commit

Permalink
Added draft learning objectives and resources to all modules for full…
Browse files Browse the repository at this point in the history
… transparency on the direction of our (current) thinking in each module
  • Loading branch information
njlyon0 committed Apr 5, 2024
1 parent 5a60ada commit 39e1a89
Show file tree
Hide file tree
Showing 13 changed files with 90 additions and 37 deletions.
11 changes: 8 additions & 3 deletions mod_credit.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,10 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Define</u> types of intellectual contributions to a synthesis project
- <u>Describe</u> some common frameworks for equitable authorship decisions
- <u>Explain</u> benefits (or avoided costs) of making authorship decisions both collaboratively and transparently
- <u>Create</u> a draft intellectual credit plan for your team

## Module Content

Expand All @@ -20,12 +23,14 @@ After completing this module you will be able to:

### Papers & Documents

-
- Dahlin _et al._, [Hear Every Voice, Working Groups that Work](https://esajournals.onlinelibrary.wiley.com/doi/10.1002/fee.2115). **2019**. _Frontiers in Ecology and the Environment_
- Allen _et al._, [How Can We Ensure Visibility and Diversity in Research Contributions? How the Contributor Role Taxonomy (CReDiT) is Helping the Shift from Authorship to Contributorship](https://onlinelibrary.wiley.com/doi/epdf/10.1002/leap.1210). **2018**. _Learned Publishing_

### Workshops & Courses

-

### Websites

-
- Nutrient Network (NutNet) [authorship policy](https://nutnet.org/authorship)
- Herbivory Variability Network (HerbVar) [participation guidelines](https://herbvar.org/participation.html)
13 changes: 10 additions & 3 deletions mod_data-disc.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,11 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Explore</u> common data repositories
- <u>Use</u> Google search operators to more effectively perform general searches
- <u>Define</u> fundamental properties of effective data management plans
- <u>Create</u> a data management plan
- <u>Describe</u> best practices for documenting data for archiving

## Module Content

Expand All @@ -20,11 +24,14 @@ After completing this module you will be able to:

### Papers & Documents

-
- The British Ecological Society's [Better Science Guides](https://www.britishecologicalsociety.org/publications/better-science/) -- Data Management Guide

### Workshops & Courses

-
- NCEAS coreR [Data Management Essentials](https://learning.nceas.ucsb.edu/2023-10-coreR/session_14.html) lesson
- Open Science Synthesis for the Delta Science Program's [Data Management Essentials and the FAIR & CARE Principles](https://learning.nceas.ucsb.edu/2023-09-ucsb-faculty/session_04.html)
- Open Science Synthesis for the Delta Science Program's [Writing Data Management Plans](https://learning.nceas.ucsb.edu/2023-09-ucsb-faculty/session_05.html)
- NCEAS Scientific Computing team's [Data Acquisition](https://nceas.github.io/scicomp.github.io/data-acquisition.html) instructions

### Websites

Expand Down
10 changes: 8 additions & 2 deletions mod_data-viz.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,11 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Identify</u> appropriate graph types for given data type/distribution
- <u>Explain</u> how visualization can be a tool for quality control
- <u>Use</u> data visualization as an exploratory tool
- <u>Define</u> fundamental `ggplot2` vocabulary
- <u>Create</u> publication-quality graphs with `ggplot2`

## Module Content

Expand All @@ -24,7 +28,9 @@ After completing this module you will be able to:

### Workshops & Courses

-
- NCEAS Scientific Computing team's Coding in the Tidyverse workshop [`ggplot2` module](https://nceas.github.io/scicomp-workshop-tidyverse/visualize.html)
- The Carpentries' Data Analysis and Visualization in R for Ecologists [`ggplot2` episode](https://datacarpentry.org/R-ecology-lesson/04-visualization-ggplot2.html)


### Websites

Expand Down
9 changes: 6 additions & 3 deletions mod_facilitation.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,10 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Describe</u> benefits of encouraging full, thoughtful, engaged participation
- <u>Identify</u> methods for ensuring equitable access to participation in a team setting
- <u>Identify</u> one activity that privileges each thinking style


## Module Content

Expand All @@ -20,12 +23,12 @@ After completing this module you will be able to:

### Papers & Documents

-
- _[Facilitator's Guide to Participatory Decision-Making](https://bookshop.org/p/books/facilitator-s-guide-to-participatory-decision-making-sam-kaner/11179446?ean=9781118404959)_ by Sam Kaner

### Workshops & Courses

-

### Websites

-
- [Liberating Structures](https://www.liberatingstructures.com/) website
9 changes: 6 additions & 3 deletions mod_findings.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,10 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Define</u> elements of (in)effective communication
- <u>Identify</u> relevant audiences for a particular work
- <u>Determine</u> audience motivations and interest
- <u>Translate</u> communication into various formats based on efficacy with target group

## Module Content

Expand All @@ -24,8 +27,8 @@ After completing this module you will be able to:

### Workshops & Courses

-
- Open Science Synthesis for the Delta Science Program's [Communicating Your Science](https://learning.nceas.ucsb.edu/2023-10-delta/session_02.html)

### Websites

-
- Compass' [The Message Box](https://www.compassscicomm.org/leadership-development/the-message-box/)
10 changes: 7 additions & 3 deletions mod_logic-models.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,11 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Define</u> common approaches for logic models
- <u>Identify</u> and make explicit internal logical leaps
- <u>Identify</u> needed data and target audience(s)
- <u>Articulate</u> connection(s) between proposed investigation and beneficial outcome
- <u>Write</u> polished, funding-worthy proposals

## Module Content

Expand All @@ -20,11 +24,11 @@ After completing this module you will be able to:

### Papers & Documents

-
- Deutsch _et al._, [Leading Inter- and Transdisciplinary Research: Lessons from Applying Theories of Change to a Strategic Research Program](https://www.sciencedirect.com/science/article/pii/S146290112100054X?via%3Dihub). **2021**. _Environmental Science & Policy_

### Workshops & Courses

-
- Open Science Synthesis for the Delta Science Program's [Logic Models and Synthesis Development](https://learning.nceas.ucsb.edu/2021-09-delta/session-8-hands-on-logic-models-and-synthesis-development.html)

### Websites

Expand Down
7 changes: 5 additions & 2 deletions mod_project-mgmt.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,8 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Articulate</u> key principles of project management
- <u>Develop</u> (or refine) the project management framework for your team project

## Module Content

Expand All @@ -24,7 +25,9 @@ After completing this module you will be able to:

### Workshops & Courses

-
- NCEAS Scientific Computing team's Collaborative Coding with GitHub workshop project management modules
- [GitHub Issues](https://nceas.github.io/scicomp-workshop-collaborative-coding/issues.html)
- [GitHub Projects](https://nceas.github.io/scicomp-workshop-collaborative-coding/projects.html)

### Websites

Expand Down
12 changes: 9 additions & 3 deletions mod_reports.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,11 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Identify</u> the three fundamental elements of R Markdown / Quarto documents
- <u>Use</u> Markdown syntax to accomplish text styling
- <u>Create</u> reports that use a blend of plain text and embedded code to effectively communicate rationale, methodologies, and primary findings
- <u>Make</u> a (small) Quarto website
- <u>Deploy</u> a website and/or report through GitHub Pages

## Module Content

Expand All @@ -25,8 +29,10 @@ After completing this module you will be able to:

### Workshops & Courses

-
- NCEAS coreR [Literature Analysis with Quarto](https://learning.nceas.ucsb.edu/2023-10-coreR/session_04.html) session
- OSS [Reproducible Papers with R Markdown](https://nceas.github.io/oss-lessons/reproducible-papers-with-rmd/reproducible-papers-with-rmd.html)
- UCSB's Master of Environmental Data Science (MEDS) [Creating your Personal Website using Quarto](https://ucsb-meds.github.io/creating-quarto-websites/) lesson

### Websites

-
- Posit's [Welcome to Quarto](https://quarto.org/)
10 changes: 7 additions & 3 deletions mod_stats.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -4,13 +4,17 @@ title: "Analysis & Modeling"

## Overview

Under Construction, stay tuned!
Given the wide range in statistical training in graduate curricula (and corresponding breadth of experience among early career researchers), we'll be approaching this module in a different way than the others. One half of the module will use a "flipped approach" where project teams will share their proposed analyses with one another. The other half of the module will be dedicated to analyses that are more common in--or exclusive to--synthesis research.

## Learning Objectives

After completing this module you will be able to:

- <u>X</u> ...
- <u>Describe</u> proposed analytical methods to an interested audience of mixed prior experience
- <u>Explain</u> nuance in interpretation of results of proposed analyses
- <u>Compare</u> and contrast interpretation of results in synthesis work versus primary research
- <u>Identify</u> statistical tests common in synthesis research
- <u>Perform</u> some synthesis-specific analyses

## Module Content

Expand All @@ -20,7 +24,7 @@ After completing this module you will be able to:

### Papers & Documents

-
- [Doing Meta-Analysis with R: A Hands-On Guide](https://bookdown.org/MathiasHarrer/Doing_Meta_Analysis_in_R/)

### Workshops & Courses

Expand Down
13 changes: 9 additions & 4 deletions mod_team-sci.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,11 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...

- <u>Interpret</u> and enact current best practices in team science
- <u>Identify</u> different interaction styles and the effect they have on group dynamics
- <u>Identify</u> benefits (and potential costs of) diverse teams
- <u>Describe</u> ways to mitigate costs of diverse teams
- <u>Explain</u> methods for improving the experience of virtual participants on hybrid teams
## Module Content


Expand All @@ -20,11 +23,13 @@ After completing this module you will be able to:

### Papers & Documents

-
- Farrell _et al._, [Training Macrosystems Scientists Requires Both Interpersonal and Technical Skills](https://esajournals.onlinelibrary.wiley.com/doi/10.1002/fee.2287). **2021**. _Frontiers in Ecology and the Environment_
- Hampton & Parker, [Collaboration and Productivity in Scientific Synthesis](https://academic.oup.com/bioscience/article/61/11/900/223655). **2011**. _BioScience_

### Workshops & Courses

-
- Open Science Synthesis for the Delta Science Program's [Team Science for Synthesis](https://learning.nceas.ucsb.edu/2023-09-ucsb-faculty/session_02.html)
- Open Science Synthesis for the Delta Science Program's [Thinking Preferences](https://learning.nceas.ucsb.edu/2021-09-delta/session-6-collaboration-practices.html#thinking-preferences)

### Websites

Expand Down
6 changes: 3 additions & 3 deletions mod_thinking.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ Under Construction, stay tuned!

After completing this module you will be able to:

- <u>X</u> ...
- <u>Develop</u> strategies to support participation, innovative thinking, integration, and convergence / decision making in a team setting

## Module Content

Expand All @@ -20,12 +20,12 @@ After completing this module you will be able to:

### Papers & Documents

-
- _[Facilitator's Guide to Participatory Decision-Making](https://bookshop.org/p/books/facilitator-s-guide-to-participatory-decision-making-sam-kaner/11179446?ean=9781118404959)_ by Sam Kaner

### Workshops & Courses

-

### Websites

-
- [Liberating Structures](https://www.liberatingstructures.com/) website
8 changes: 5 additions & 3 deletions topic_interactivity.qmd
Original file line number Diff line number Diff line change
@@ -1,11 +1,13 @@

## Interactivity
# Interactivity

## Interactivity Learning Objectives

After completing this topic you will be able to:

- <u>X</u> ...
- <u>Define</u> the three fundamental components of an R Shiny app
- <u>Explain</u> benefits and limitations of interactive approaches to data exploration
- <u>Create</u> an R Shiny app for interacting with a dataset

## Topic Content

Expand All @@ -18,7 +20,7 @@ After completing this topic you will be able to:

### Workshops & Courses

-
- 2022 All Scientists' Meeting [Shiny Apps for Sharing Science](https://njlyon0.github.io/asm-2022_shiny-workshop/) workshop

### Websites

Expand Down
9 changes: 7 additions & 2 deletions topic_spatial.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -5,11 +5,14 @@

After completing this topic you will be able to:

- <u>X</u> ...
- <u>Define</u> characteristics of common types of spatial data
- <u>Manipulate</u> spatial data with R
- <u>Integrate</u> spatial data with tabular data

## Topic Content



## Additional Spatial Resources

### Papers & Documents
Expand All @@ -18,7 +21,9 @@ After completing this topic you will be able to:

### Workshops & Courses

-
- The Carpentries' [Introduction to Geospatial Raster & Vector Data with R](https://datacarpentry.org/r-raster-vector-geospatial/)
- The Carpentries' [Introduction to R for Geospatial Data](https://datacarpentry.org/r-intro-geospatial/index.html)
- Arctic Data Center's [Spatial and Image Data Using GeoPandas](https://learning.nceas.ucsb.edu/2023-03-arctic/sections/geopandas.html) chapter of their Scalable Computing course

### Websites

Expand Down

0 comments on commit 39e1a89

Please sign in to comment.