Advantages of the Writing Process Model

Skilled writing combines multiple processes. The Writing Process Model (Flower and Hayes, 1981) is widely accepted as a way to describe the various component skills that combine to enable effective writing. Rather than treat writing as one skill, it has proved valuable to understand it as made up of components that feed into each other in multiple ways. This is not unnecessary complexity. For those familiar with the model, it offers the basis for communication and discussion. This model has been used to guide both writing researchers and the development of instructional tactics. For researchers, the model is often used as a way to identify and evaluate the impact of the individual processes on the quality of the final project. For example, better writers appear to spend more time planning (e.g., Bereiter & Scardamalia, 1987). Such insights are helpful in identifying skills that are important to develop, and educators and instructional designers who understand the multiple processes that contribute to effective writing and how these processes interact can help learners develop these multiple skills. For example, what skills have the greatest impact when learning to write and writing to learn? 

I have used this model in an additional way. Because it isolates components skills or processes, I have used the skills identified to speculate about specific uses of technology, often in the form of an identifiable group of alternative technology tools that might be helpful to writers as they apply one of the skills. More recently, the specificity of the model allows for speculation about how AI might be used and perhaps where and when it should be avoided. Consider the reaction of educators to the use of AI I just mentioned. Acceptable uses of AI would likely be very different when the goal is learning to write than when assigning a writing-to-learn task to encourage deeper thinking about a topic in a content area.

I have decided to create two interrelated posts to keep the time invested in reading a given post more reasonable. This post will describe the model itself and offer a few more comments about the value of identifying the components and how they work together. In a second post, I will propose some technology tools that seem suited to executing the different components and speculate about the role AI might have when the processes involved in writing are divided in a similar manner. 

The model

The model identifies three general components: a) planning, b) translation, and c) reviewing. Planning involves setting a goal for the project, gathering information related to this goal, which I will describe as research, and organizing this information so the product generated will make sense. The goal may be self-determined or the result of an assignment. Research may involve remembering what the author knows about a topic and perhaps exporting these ideas as rough notes or acquiring new information from external sources. Often, both processes are required – what do I know and what else do I need to consider to meet my goals? Research should also include the identification of the characteristics of the audience. What do they already know? How should I explain things so that they will understand? Finally, the process of organization involves establishing a sequence of ideas in memory or externally to represent the intended flow of logic or ideas. Maybe I should create an outline. Maybe I should just begin writing and see how it goes. 

What many of us probably think of as writing is what Flower and Hayes describe as translation. Translation is the process of getting our ideas from the mind to the screen, and this externalization process is typically expected to conform to conventions of expression such as spelling and grammar. I find it interesting that I can write for greater length about the other processes than I can about the process of getting something down on paper or the screen of a computer. 

Finally, authors read what they have written and make adjustments (reviewing). This review may occur at the end of a project or at the end of a sentence. In practice, authors may also call on others to offer advice rather than relying on their own review. At the professional level, certain individuals, editors, don’t even become involved until an author has generated a draft. 

If you explore a bit, you will encounter variations on this basic model. I offer my summary of some of these variations as this structure identifies some categories that lend themselves well to identifying technology tools that would be useful to the accomplishment of that category. 

  1. Prewriting Stage. This stage involves brainstorming, organizing ideas, and planning the structure of the writing. Tools that support creativity, idea generation, and organization are particularly useful here.
  2. Drafting Stage. During drafting, writers focus on getting their ideas down without worrying too much about perfection. 
  3. Editing Stage. This stage focuses on correcting grammar, punctuation, and formatting errors. 
  4. Revising Stage. Revising involves refining the content, improving structure, and ensuring clarity.
  5. Publishing Stage. Publishing involves preparing the final version of the work for distribution, whether online or in print. 

The model is not sequential

One additional aspect of the model that must not be overlooked is the iterative nature of writing. This is depicted in the figure presenting the basic model by the use of arrows. We may be tempted, even after the initial examination of this model, to see writing as a mostly linear process – we think a bit and jot down a few ideas, we use these ideas to craft a draft, and we edit this draft to address grammatical problems. However, the path to a quality finished product is often more circuitous. We do more than make adjustments in spelling and grammar. As we translate our initial ideas, we may discover that we are vague on some point we thought we understood and need to do more research. We may decide that a different organizational scheme makes more sense. This reality interpreted using a tool metaphor would suggest that within a given project, we seldom can be certain we have finished the use of a given tool, and the opportunity to move back and forth among tools is quite valuable.

A common pattern that differentiates better from poorer writers might be described in terms of this distinction between sequential and interactive. Better writers function as if they understand that writing is an interactive process to a greater degree than less capable writers. A related and specific way this difference is described is that less capable writers conflate editing and revision (I admit I have to keep making certain I understand how these terms are used so I explain things consistently). When “improving their work,” less capable writers focus on surface topics – did I misspell any words, are their obvious grammatical errors? Major changes in the structure of argument or explanation are difficult to evaluate and modify. Once the structure is down on paper, it stays that way. 

When engaged in self evaluation, writers emphasize or fall back on product characteristics that are less abstract and emphasized earlier in their development as writers. Spelling and grammar are more concrete and localized than logic or persuasiveness. Educators may respond similarly in the learning tasks that are assigned. A sentence-combining task is easy to assign and evaluate. Developing more global revision skills likely requires the critique of a teacher or perhaps a peer editor and major revisions are not commonly required. 

Summary

The Writing Process Model describes writing in terms of processes and the interaction of these processes. Identifying these individual processes guides instruction, provides a model for learners, and differentiates skills researchers can investigate. The model is described here as a preface to a future post intending to examine the role different technology tools might play in developing and supporting the different processes involved in writing. 

Sources

Flower, L., & Hayes, J. (1981). A cognitive process theory of writing. College Composition and Communication, 32, 365–387.

Scardamalia, M., & Bereiter, C. (1987). Knowledge telling and knowledge transforming in written composition. Advances in applied psycholinguistics, 2, 142-175.

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Medium to Readwise to Obsidian

It is ironic that despite reading and writing on Medium for several years now, my notes and highlights from Medium were the last source I was able to bring into my personal knowledge management system. As I have explained in a previous post, I want the long-term storage and organization of my reading to end up in Obsidian, and Readwise plays an important in acting as an intermediary to that goal. Readwise can be used to automatically collect annotations and highlights from certain sources (e.g., Kindle books) and then automatically export this content to Obsidian. Recently, these processes were enabled for Medium.

The process of moving highlights and annotations from Medium to Readwise is relatively easy. The import from Medium option now appears among the Readwise options (first image). 

To export automatically, there is an export option for Readwise that sends content to Obsidian. Which of these options you use may depend on what you want to store in Obisidian. If you read a large variety of stories in Medium, you may have a specific focus for Obsidian and prefer to select just that content from Readwise that is consistent with this focus. 

Suppose you want to export the additions from a specific imported source. In that case, the stored content in Readwise will appear within the list of imported articles and you then use the inverted caret to reveal the options and select “Export highlights”. A file containing the highlights and notes will be downloaded as a file to your device and you can open this file and add to Obsidian or any other storage tool.

One more comment about the material you have stored in Readwise. Both Readwise and Medium are online tools. You can move from a stored item in Readwise back to Medium. To do this, use the inverted caret that appears at the top corner of a specific item in Readwise and select the “View in Medium” option.

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Using AI To Augment Creativity

AI is so new the general public does not know what to make of it yet. AI did show up for the general public after I retired. I worked as an academic, an educational psychologist, teaching and conducting research. I no longer have to evaluate assignments and wonder if students had written them on their own or was the work I evaluated written by AI. We were more concerned with whether students had paid to have written work written for them and never really figured out how to make that call. 

Certainly, AI represents a very interesting development for those who now do the work I did. It is not just evaluating the work students submit, educational psychologists consider how important cognitive skills are developed. With AI readily available, tasks assigned to hone skills and time demands must be applied without teacher supervision and tolerated because of the work and frustration involved. Writing makes a great example. Writing activities are assigned partly to help students learn to write and also to organize, evaluate, and communicate. Writing is a convenient way to ask learners to process raw information.

AI provides a dilemma. It offers a tool we all should learn to use, but requires discipline that it not be used as an alternative to personal work necessary to develop knowledge and skills. Certain distinctions must be made by educators, but also by learners and those who can influence the behavior of learners. I think of the distinctions in this way. When does AI augment personal skills, when can it productively replace personal skills, and when does the use of AI diminish the development of skills. I have written previous posts that can be organized using this classification system.  

AI and the Creative Process

I have come to think of myself as a creative. This is a new self-definition and I think the label has only been used lately as well. There is a certain creativity involved in conducting research and speaking or writing to inform others. Britannica describes creativity in this way – the ability to make or otherwise bring into existence something new, whether a new solution to a problem, a new method or device, or a new artistic object or form. With academic research, very little involves pure replication so the point is to come up with a new way to test an old hypothesis or a new hypothesis and a way to test it. With teaching, ways of explaining and directing individuals often require making adjustments. No, we don’t usually use the same yellowed note cards for years at a time. 

AI and Creative Information Processing

Since I have retired, I no longer conduct experiments or face students in a classroom setting. You are reading the output of what I do now. I try to process the existing research and writing of other scholars and offer my own take on this content and how it might be applied. I have mostly focused on personal knowledge management (PKM) with a focus on the processing of digital written inputs often with the assistance of AI tools. To some extent, it is the reflection on this process as I engage in it that surfaces insights I can now write about. 

Here is how I think of the roles AI might play in my creative process. I have read hundreds of books and far more journal articles and taken notes and highlighted as I read. These notes and highlights have been stored in digital format using several online services (Mem.AI, Readwise) or my own hardware (Obisidian). I can use AI to interact with my content or with the general knowledge the AI system has been trained on. 

Perhaps my interactions might be described in terms of 

  1. Retrieve – I know I read something that would be useful in what I am trying to write, but I can’t remember it. Find XXX for me.
  2. Explore – I have read lots of stuff and now I am trying to write about YYY. Are there things similar to XXX in what I have read I should consider?
  3. Expand – How would the AI write something in a given structure?

I write what you read myself, but these different uses of AI sometimes provide a basis for what I say. With retrieve and explore, I have previously written or recorded notes from which I can construct something new. With expand, I am not building directly on what I have saved but am asking for a product I can take ideas from in a similar way that I took ideas from a book or journal article. Retrieve and Explore make use of AI directed at my content – RAG retrieval-augmented generation. Expand is based on the AI responding to a prompt without my provision of content. 

What I am describing as Retrieve and Explore may be pretty abstract. Here ere are a couple of specific example based on the Smart Connections extension to Obsidian and Mem.AI. Both have what might be described as a “related to” capability. Perhaps it is fair to describe this as an enhanced search. 

Mem.AI

The first image shows a typical note I have stored in Mem. The button within the red square asks the AI to generate “related to” notes. The second image shows the output which consists of links to other notes. The top group of note links are related based on the content of the note. The lower groups of links are based on any tags I have added. 

Obsidian with Smart Connections

Smart Connections is an AI extension for Obsidian that does several things. It can be used to input an AI prompt that returns a response “based on my notes”. The other major capability is to identify connections based on a selected note. In the main panel, you see the note I have selected. In the right-hand panel, you see the connections. When I roll the mouse over one of these links I am provided a preview of the related note. 

I use these capabilities in two ways. I identify related notes as I write to do what I have described as Retrieve and Explore. I also use these capabilities in a long-term way as I spend time within what has been popularly described as my Second Brain. If I am just spending time looking through my personal collection of notes, I can add new tags and links based on what these AI systems bring to my attention. 

Summary

AI capabilities can be used in so many ways. What I have attempted to describe here is a use that allows me to identify connections among ideas I may not have been able to generate on my own that I can then use to generate written products with more detail and depth. I have created the building blocks and the AI is augmenting my ability to put these ideas together. 

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Deck.Blue

I recently wrote a post describing Twitter Chats and how the concept of using a microblog as a chat platform originally making use of Twitter had seemingly been migrated to BlueSky. For BlueSky users I realized I had left out the description of a tool that makes chats reasonably efficient.

With Twitter, there was a tool called TweetDeck that served this same purpose. What TweetDeck allowed was the creation of a multi-column display that allowed a defined subset of Tweets to be displayed in an individual column. For those participating in a chat, any contributions were to include a tag (e.g., #grabechat) in tweets and these tweets in TweetDeck would then be separated to appear in the column focused on this hashtag. You did not have to follow those individuals participating in the chat for this to work as it was basically a search function AND the search was automatically repeated at short intervals so you also did not have keep entering a search prompt during a chat session. TweetDeck was not created to serve this specific purpose, but it worked beautifully.

Tweetdeck has had a rocky history. It was free, it was blocked, and it has since emerged as a paid app.

A similar product, Deck.Blue, has emerged for BlueSky and for those interested in a chat activity, it works similarly. This is a computer app as it requires a larger screen to display multiple columns. The following two images show what a multi-column display looks like. The first two columns are the standard feeds and the third is a column I created to follow #edchat. 

The second image shows how to create a new column. The easiest way is to conduct a search for a tag and the immediate results that are then displayed. 

Deck.blue is currently available at no cost but if you intend to use this on a regular basis there is a Patreon link to support developers. I would anticipate there will eventually be a subscription fee. 

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Can anything be done about social media algorithmic bias

I abandoned my Twitter and TruthSocial accounts following the election. I had purposefully spent time on these sites because I found both contained so much content I knew to be factually inaccurate I felt a responsibility to respond. My professional interests include what is described as argumentation and most folks probably recognize as debate. Interactions that use facts to explore important issues are valuable, but falsehoods purposefully promoted are a very different matter and this seemed to be so common on these platforms. Now the election has passed. 

I think I can identify motives when challenging falsehoods. It is very common to experience a personal attack in reply. For some reason, my personality protects me from such attacks. I don’t lose sleep and I don’t become preoccupied. I set aside a certain amount of time a couple of times a day to check my accounts and I try to apply logic and facts.

I spent time on TruthSocial is a sort of personal experiment. I was mostly curious. Twitter was different. I joined Twitter in 2006 when it was very different. At first it was kind of silly. People posted what they had for breakfast and such. Eventually, I thought it became useful. I used it primarily as a discovery tool. Folks couldn’t really say much so the content itself was not that informative, but I found the recommendations and links to be useful. With Musk, things have changed. The content from those I followed remained constant, but the discovery function changed. This algorithm driven option definitely did not provide information “For me”. Musk’s comments always seemed to appear and he was someone I did not follow and I certainly did not find his comments informative. My strategy of challenging misinformation resulted in an increase in the same type of false claims. The algorithm appeared to interpret my activity as a sign of interest, but increasing the proportion of false claims seems very different from increasing the frequency of comments on topics of interest.

The algorithm was not the primary reason I left Twitter. Musk made a decision that Twitter was a content site, but not a site for sharing links. This was clearly not the way I thought about the opportunities Twitter provided with its limited character limit. By using the algorithm to decrease the likelihood tweets with links were seen, Musk had eliminated what I thought was the primary value of the platform. I valued links for discovery and I used links when arguing facts. Positions that refer to external sources as justification are very different to me than personal opinions. So, after the election I decided my time could be better spent on other activities.

I am starting to have second thoughts. If many people decide it is not worth their time to interact and challenge, the lies and misinformation will only increase the impact of the echo chambers. Twitter and now Facebook and Instagram have made it clear they will not try to enforce a standard of truthfulness. All of this is now argued to be a matter of free speech. I suppose this is one way to try to distance the company from the complaints of politicians, but the reality is that once algorithms are used to guide users,  companies have made decisions about what user experiences will be. Many users don’t understand and they have no way of actually knowing how their experiences are being shaped by the decisions social media companies have made in prioritizing what they see. 

The reality is that voting patterns can be predicted from differences in whether voters pursue news content and the sources voters regard as providing any news they consume. It is not the difference between FOX and MSNBC viewers I am describing here. It is the difference between those who rely heavily on social media and newspaper or television news programs. I am a Democrat and I know that those who primarily rely on social media to inform their voting decisions disproportionally vote Republican. The situation seems clearly defined. Expecting those satisfied with the status quo to seek out more diversified and quality sources of information seems naive. Social media companies have signaled they are willing to accept the “lies don’t matter” definition of free speech. I personally see Twitter as a lost cause because of the bias of the algorithm, but I can still use Facebook and Instagram to challenge falsehoods with facts and reach a more general audience. I do encourage others to explore Mastodon and BlueSky, but I am not convinced that these sources offer the access to the mixed audience necessary for political influence.

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Net Neutrality Is Gone Again

A Circuit Appeals Court has decided that the FCC does not have the authority to require Internet providers treat content you want to view online equally. They can made their own decisions to slow or block content. The judgment is based on the position that government agencies cannot make policy decisions it can be argued should be made through legislation. Net neutrality has come and given depending on which party dominated the political scene with Democrats protecting neutrality and Republicans siding with corporations.

Part of the argument has long been that some proportion of citizens could not make decisions for themselves if they had no realistic choices among providers. While access has improved, multiple access options are still unavailable to all. The other concern has been the opportunity of Internet providers to be self-serving if they happen also to provide access to a certain type of content (e.g., a video service). The impact of these arguments has come and gone with the political climate. Politicians could make a decision on this matter similar to the “common carrier” argument that justifies greater user control of telephone experiences, but the contentious nature of the present environment would seem to make this unlikely.

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