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Guide to Causal Mapping

Table of contents

  • 1 Overview
  • Introduction
  • 2 Your first 5 minutes with Causal Map
  • 3 Moving to Causal Map 2 from Causal Map 1
  • 4 📚 Are Causal Map and causal mapping for me?
  • 5 Features of Causal Map
  • 6 📚 ⚡ Glossary
  • 💻 Getting Started
  • 7 Prerequisites for using the app
  • 8 ⚡ 💻 Signing up and signing in at Causal Map
  • 9 💻 Collaborating at Causal Map
  • 10 ⚡ 💻 Quick tour of the app
  • 11 💻 ⚡ FAQs: Causal Map questions and troubleshooting
  • 💻 The app, panel by panel
  • 12 ⚡ The top menu
  • 13 ⚡ Interactive View
  • 14 ⚡ Print view
  • 15 The Factor Editor
  • 16 All the tables
  • 17 The Mentions Table
  • 18 The Factors table
  • 19 The Links Table
  • 20 The Statements Table
  • 21 The Sources Table
  • 22 The Questions Table
  • 23 The Closed Question Blocks Table
  • 24 The Metrics Table
  • 25 💻 The File Manager
  • 26 The Updates panel
  • 27 ⚡ The Statement Navigator
  • 28 ⚡ The Coding Panel: creating factors and links
  • 💻Filters
  • 29 Introduction to filters
  • 30 Analysis
  • 31 📚 Robustness: Quantifying causal evidence
  • 32 Conditional formats
  • 33 Simple formats
  • 34 Cluster formats
  • 35 Wrap factor/link labels
  • 36 Set print format
  • 37 What order to apply Causal Map filters?
  • 📚 What is Causal Mapping?
  • 38 📚 Causal Mapping: Definitions
  • 39 📚 Causal mapping for evaluators
  • Creating maps
  • 40 ⚡💻 Top tips if you have just starting coding
  • 41 📚 Creating good factor labels
  • 42 📚 Simplifying causal maps with hierarchical coding
  • 43 💻 Hierarchical factors in Causal Map
  • 44 📚 Strength: Adding additional information like strength of a link in a causal map
  • 45 📚 Coding opposites
  • Analysing maps
  • 46 Analysing maps: Overview
  • 47 📚 Analysis: comparing maps between particular groups
  • 48 📚 Tricky coding challenges
  • 💻 Uploading and updating data
  • 50 💻⚡ How to upload and update your data
  • 51 💻 Core tables in Causal Map
  • 52 💻 Uploading your data
  • 53 💻 Additional data
  • 54 💻 Appending and fixing data (“roundtripping”)
  • 55 💻 Importing your data: special cases
  • Spotlights
  • 56 📚 Spotlight: Causal Mapping and Outcome Harvesting
  • 57 📚 Spotlight: Context in causal mapping: how to code it
  • 58 📚 Spotlight: Beware the transitivity trap
  • 59 📚 Spotlight: Compatible and incompatible factors in storylines
  • 60 📚 Spotlight: Cases, variables and percentages in causal mapping?
  • 61 📚 Spotlight: Different kinds of question chaining, with QuIP and ParEvo as illustrations
  • 62 📚 Spotlight: The last minute principle
  • 63 📚 Causal maps, systems maps, what’s the difference? Does it matter?
  • 64 📚 Spotlight: Coding time in causal mapping
  • 65 📚 Spotlight: Puzzles in causal mapping
  • 66 📚 Spotlight: Is one direction enough?
  • 67 Showcase: how the Causal Map app has been used
  • Technical reference
  • 68 💻 How Causal Map is hosted
  • 69 💻 Custom reports (admin only)
  • 70 💻 Using the Advanced Editor to create and edit filters
  • 71 💻 Keyboard shortcuts for the Factor Editor and Advanced Editor
  • 72 Causal Map functions
  • 73 Causal mapping with Excel
  • Final section
  • 74 Acknowledgements
  • 75 Appendix: Publications and links
  • References

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28 ⚡ The Coding Panel: creating factors and links

Qualitative causal mapping involves taking passages of text, e.g. from interviews or documents, and identifying sections which make causal claims. We highlight each of these sections and specify a causal factor at each end of each link (for example Lost job or Went hungry). This means creating a new factor or reusing an existing one. Usually we create these factors inductively as we code, and revise and review and consolidate them as part of the process, as with any other kind of qualitative content analysis. This section is about how to create factors and their labels.

In Causal Map, a factor is its label. Once you create a label, there is nothing else to add.

28.1 Create and edit links in the app

To code a causal link, - With your mouse, highlight a piece of text within the statement which makes a causal claim.

  • Watch how that passage is copied for you into the “Quote” window below. (Usually you don’t need to think about his window: you can edit the text if you really need to but it has to remain an exact quote of one part of the text or you will get a warning.) - Start to type the name of the influence factors at the start of the link(s) which you are going to make, in the first drop-down menu.

  • If there is an existing factor which matches what you want, you can select select it.

  • Otherwise you will create a new factor with the contents of what you have typed; finish what you have typed with a comma or a tab character if you want to continue to select or create another factor.

  • If you want to create more than one link, you can select or create additional factors in the same box.

  • When you have finished, press Enter.

  • Repeat the process in the other box to specify the factors at the end of the link (or ends of the links).

  • Press the green Save button which is now active.

  • The link is created in the Map window, colour-coded with the quote which is now highlighted on the left. If you mouse over the highlighted quote, the link in the map is activated.

To edit an existing link, - Click on it in the Interactive Map - Make any adjustments in the left panel, e.g. change the influence factor (in the first box), and/or the consequence factor (in the second box). You can change the quoted text just by re-highlighting the correct passage in the statement panel above in the same way that you made the original highlight.

  • Press the green Save button.

NOTE: factor names which contain semicolons ;. get special treatment as they separate the different parts of hierarchical labels.

After beginning to create links between factors, one will notice already-coded factors will appear in the dropdown menus in the to and from factor boxes. For added convenience:

  • the most frequently coded factors will appear at the top of this list
  • if you are using hierarchical coding, top-level components will appear to be selected even if you have not used them explicitly so far. For example, if you have used the factors health; mental and health; physical, the factor health will appear even if you never used it explicitly. You can then easily create new nested factors such as health; spiritualby selecting health and then typing ; spiritual with a leading “;”. The app will automatically join these for you into the factor health; spiritual.
  • once you have selected an influence factor, the order of the choices available for the consequence factor will be silently updated, presenting at the top of the list the most frequently mentioned consequences of the influence factor you have chosen.

28.2 Chaining Links

Chaining links is easily done and useful when you have statement where one consequence leads to another, which leads to a third, and so on. To use this function simply click the chain icon below the consequence factor box and the app will automatically fill the influence box with the consequence from your previous link.

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28.3 Using memos and hashtags

Qualitative coding usually involves making notes and memos, and you can do this in Causal Map too.

This toggle opens both additional statement info, i.e. info for any fields which start with #, for example you might have a field #gender in your statements table, and also shows the boxes to edit the memos. (In this example, there is no additional information.)

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Hashtags are available as a special kind of memo when coding a link: you can use them to provide any kind of additional information:

  • where a link is only relevant in a particular context
  • where a link is only a hypothesis
  • where a link is only projected for the future
  • to tag links you want to come back and review
  • to add other qualifying information like “source seems unsure.”

As usual in Causal Map, you can apply one or more hashtags, and you can either select existing hashtags or create new ones on the fly.

Later, you can filter the map to show only links containing specific hashtags (or parts of hashtags), and also for links which do not contain specific hashtags or parts of hashtags.

27 ⚡ The Statement Navigator
29 Introduction to filters

On this page

  • 28 ⚡ The Coding Panel: creating factors and links
  • 28.1 Create and edit links in the app
  • 28.2 Chaining Links
  • 28.3 Using memos and hashtags
  • View source
  • Edit this page

"Guide to Causal Mapping" was written by Steve Powell & Causal Map Ltd. It was last built on 2021-11-29.

This book was built by the bookdown R package.