A Silicon Valley endeavor called OpenAI released last fall (2022) their Artificial Intelligence engine, ChatGPT, for free public use, as a way of testing it out and further training it. You can ask ChatGPT just about anything, using natural language, and get an informed, coherent response back. As its name suggests, the engine is built for chatting with humans, holding a conversation that can refine and steer a person’s inquiry until they get just what they’re looking for.
Some educators are alarmed, because the engine is adept at composing what looks like student-produced writing. If you ask ChatGPT to produce a summary of Huckleberry Finn, written in the style of a tenth-grader, it spits out a more-than-passable facsimile thereof. Educators are concerned that students will simply get ChatGPT to write their school assignments, with no way for teachers to detect it.
As a teacher of first-year composition at a university, I decided last Spring to take on the questions and problems raised by ChatGPT in my classroom. The first unit in my course asks students to conduct a rhetorical analysis of a piece of writing, so I decided to make ChatGPT the focus of the unit. I asked students to find and read carefully a handful of articles on the topic—whatever drew their interest from the explosion of online reporting and opinions that had appeared in the preceding months.
After students had familiarized themselves somewhat with the topic, gotten a sense of the range of perspectives out there, and had a chance to think about things, I asked them to analyze an article that I supplied—an informed opinion from an experienced tech writer published in a credible, popular magazine.
This was a rhetorical analysis assignment, so the task for students was not so much to arrive at some defensible position on ChatGPT, but to pull apart, first, what the author said, and, second, how he said it. They used tools of analysis that we had learned in class, primarily examining the authors use of ethos, logos, and pathos to persuade his readers.
The discourse around ChatGPT is just now forming— so the assignment provided an interesting opportunity for students to examine in near real-time how certain voices rise to prominence as a discourse takes shape, what arguments surface, why some points of view gain traction while others do not. The assignment gave my students an opportunity to examine this emerging public conversation at its inception.
However, I also had a longer-range purpose for the assignment. I wanted us to have had a full airing of the ChatGPT question before moving on to the next course unit, when I ask students to write their own extended, research-supported, persuasive essays, not on ChatGPT but on topics of their own choosing. This is the place where generative AI likely makes writing instructors most nervous: the place where students might most be tempted and most readily succeed at getting ChatGPT to do the work for them.
Before launching into that extended composition project, my hope was that we might prepare ourselves for directly confronting some of the central questions ChatGPT raises about student writing—questions about accuracy, authenticity, what might be lost or gained when machines do our writing for us—and most of all, questions of ethics.
In my next blog post, I’ll take a deeper dive into ChatGPT and ethics.
The array of research on college readiness agrees that students need not only content knowledge and cognitive skills, but also certain noncognitive and metacognitive competencies for college success. The California Center for College and Career boils the content of some 12 college and career readiness frameworks down to four common areas of competency: knowledge; skills; productive dispositions and behaviors; and educational, career, and civic engagement. These frameworks recognize and validate the fact that productive dispositions, behaviors, and engagement are necessary if students are to put their knowledge and skills to effective use.
Non-Cognitive Competencies Necessary For College Success
Noncognitive competencies needed for college readiness, according to one group of researchers, can be grouped into five categories: “academic behaviors,” “academic perseverance,” “social skills,” “learning strategies,” “academic mindset.”1 The college-readiness frameworks tend to identify such competencies as “productive dispositions and behaviors,” while the “Framework for Success in Postsecondary Writing” includes them within “habits of mind.” We can think of them generally as behaviors needed for college success.
Metacognitive competencies include the ability to reflect on oneself—e.g., one’s thinking, motivations, objectives, performance—and to recognize the social, cultural, and institutional contexts in which one is operating. In the college-readiness framework, the major metacognitive emphasis is on the ability to “navigate” higher education. The “Framework for Success in Postsecondary Writing” encourages students’ ability to examine and analyze their own writing processes, texts, and choices. In general, we can think of metacognitive competencies in terms of awareness: students’ awareness of themselves as learners, and their awareness of the institution and society around them.
Students put forth a high level of effort in the interest of advancing their academic knowledge, skills, and behaviors:
Their work is thorough and demonstrates thoughtful effort;
They persistently review, revise, and edit their work in an effort to improve its quality;
They make efforts to advance their knowledge and skills beyond the minimum required for course completion;
They demonstrate determination to improve their performance over time.
Students put forth a high level of effort for the benefit of others in an academic community:
They contribute to the community ideas and perspectives that enrich discussion and promote critical thinking;
They thoughtfully consider the work of others and provide thorough critical feedback that is intellectually and socially constructive;
They make contributions to their academic community beyond the minimum required for course completion.
They meet their deadline obligations to others.
Students show respect for others in an academic community.
The tone of their exchanges with others is respectful.
The content of their exchanges with others is respectful.
The focus of their exchanges with others is relevant and on-task.
The overall impact of their exchanges with others is supportive of the efforts of individuals and of the academic goals of the community.
Students learn and productively use the language and concepts of an academic discourse.
They accurately incorporate key academic writing terms into exchanges with others (e.g., “argument,” “ethos,” “credible”).
They demonstrate an understanding and effective use of key writing concepts (e.g., meeting the expectations of an audience; supporting a position with evidence and reasoning).
AWARENESS (metacognitive competencies)
Students thoughtfully assess the quality of their own effort and performance.
They strive to improve their effort and performance in response to their self-assessment.
They recognize that they are responsible for their own intellectual engagement, for discovering and pursuing their own academic interests, and for determining their own academic motivations and goals.
They thoughtfully reflect on their own motivation and readiness to do college-level academic work.
Students recognize that becoming an academically educated person entails learning and practicing the modes of communication and meaning-making that are accepted and valued within particular educational communities.
They recognize that the agency of individuals—their capacity for advancing their own perspectives and goals—depends on their ability to communicate and make meaning in ways that are accepted and valued by the communities in which they operate.
They recognize that their relationship to their educational communities— classrooms, schools, discipline—is structured in part by their own background, identity, experiences, and values.
The studies of middle and high school classroom practices suggest that noncognitive and metacognitive knowledge and skills such as these are missing from pre-college writing instruction.2 Accordingly, a great number of students are not equipped with the full array of competencies needed for successful writing in college. What they learn in high school is not aligned with what is expected of them afterwards.
Spelling out noncognitive and metacognitive competencies in this way allows them to be intentionally folded into writing instruction. And if intentionally taught, then they can be elicited from students in their writing exercises and classroom interactions, then evaluated by teachers. In this way, they can help teachers, parents, and administrators make evidence-based claims about the college-readiness of their students.
College students are expected to demonstrate critical thinking in their compositions, by insightfully analyzing and evaluating information, arguments, and perspectives from other sources, and by contributing ideas, arguments, and solutions of their own.
Much of secondary-school writing instruction, however, emphasizes formulas and surface features over disciplined inquiry and rigorous analysis. Standardized testing in particular tends to focus secondary school writing instruction on form at the expense of content. As a result, many students come to believe that correct form and mechanics, more than substance, constitute good writing.
The Key to College Success
This misconception can be a major impediment to success for new college students. As Marlink and Wahleithner write, “By privileging form over an exploration of ideas and analysis, the formulaic approach to writing stands in direct opposition to the type of writing expected in the post-secondary world.”1 In higher education, writing is understood as more than a means for demonstrating command of form and language: it is itself a method of learning, an occasion for complex problem-solving, a tool for discovering and refining one’s own thinking, and for contributing meaningfully to conversations within a discourse community. As Dolores Perin notes, “College instructors routinely assign writing not for the purpose of teaching writing skills, but to promote students’ development of knowledge and ideas.”2
Condon and Kelly-Riley identify with some precision the form critical thinking takes in college-level writing:3
Identification of a problem or issue.
Establishment of a clear perspective on the issue
Recognition of alternative perspectives
Location of the issue within an appropriate context
Identification and evaluation of evidence
Recognition of fundamental assumptions implicit or stated by the representation of an issue
Assessment of implications and potential conclusions.
Students benefit from understanding prior to beginning their college careers that academic writing will be a primary means for demonstrating not only their language skills and mastery of form, but also the depth of their knowledge and the quality of their thinking. Pre-college writing instruction, therefore, should equip them with this understanding.
If students are to become critical thinkers, they must be given writing assignments that encourage them to develop and demonstrate those skills. That’s why it’s so important that they get the chance to work on authentic, extended, research-supported academic essays.
In the 1980s, a highly influential new model of writing arose from researchers Linda Flower and John R. Hayes.1 It described the process of composition in terms of cognitive functions: the mental processes by which writing decisions are made, ideas are translated into written language, long-term and working memory are engaged, etc.—in essence, all of the things that go on in a person’s head as they write.
In this “cognitive model,” writing competencies develop according to a natural progression as students mature. Individuals may progress at different rates, but the cognitive process is pretty much the same for everyone. Instruction therefore need not concern itself with differences in students’ identity or background; it need only focus on developing a collection of skills.
By the 1990s, the cognitive model of writing was shaping instruction across primary and secondary education, and it continues to be predominant in pre-college instruction today.
In higher education, however, the cognitive theory of writing has been challenged and supplemented by sociocultural theory. This theory accounts for the fact that, whatever cognitive processes are at work in the production of text, writing is always shaped by the particular social and cultural contexts in which it takes place. The writer is always situated within a discourse community, which has its own governing values, shared assumptions, accepted and expected ways of communicating and behaving. Learning to write, then is largely a matter of getting socialized into particular discourse communities—such as the discourse community of the college classroom.
That’s not to say that cognitive functions aren’t still recognized and emphasized in college writing instruction, however. They’re still found in the “Framework for Success in Postsecondary Writing,” for example, where they are identified as “skills and knowledge” (in contrast to “habits of mind”).
Specifically, the Framework identifies:
Writing process skills
Knowledge of conventions.
If these, according to research, are the cognitive competencies students need in order to be successful college writers, how do pre-college instructors ensure that students get a chance to develop them before heading off to college?
The best way, in my view, is by making sure students have opportunities to work on composing authentic, extended, research-supported essays. This is the kind of writing that develops and demonstrates these competencies; not by coincidence, it is also the kind of writing students are asked to produce most often early in college.
Extended essay assignments provide a way to translate the high-level cognitive competencies identified in the readiness framework into specifics that can be demonstrated in student writing and evaluated by instructors. For example:
Writing Process Competences:Students successfully use planning, drafting, revising, and finalizing process strategies to compose their extended, research-supported academic essay.
Rhetorical Knowledge:As students compose an academic essay, their considerations and decisions are guided by a thoughtful understanding of the writing task, their purposes for writing, and their audiences. They use modes of expression and reasoning that are valued and persuasive within college academics.
Critical Thinking: Students demonstrate an ability to insightfully analyze and evaluate ideas, arguments, and perspectives from other sources, and to contribute their own well-reasoned ideas, arguments, and perspectives in turn.
Knowledge of Conventions:Students understand that academic discourse communities expect texts to adhere to established conventions of form, style, and presentation. Their writing demonstrates an ability to adhere to the conventions associated with an extended research-supported academic essay, by exhibiting correct grammar, mechanics, and formatting; effective organization; and appropriate tone and style.
Research suggests that students must develop specific cognitive competencies to be successful writers in college. The best way to develop those competencies is to practice composing authentic academic essays. Pre-college writing instruction therefore should include opportunities for students to begin learning how to produce extended, research-supported compositions.
By this point, the college-readiness gap is well documented. The majority of students entering college are not ready for college-level work: nearly three quarters of 12th-graders fail to meet standards of academic proficiency; more than half of all students entering college need remedial coursework; almost half of all students who enter college fail to complete their degrees.
In the case of writing—our special concern here—less than 30 percent of 12th-graders write at a level considered “proficient,” according to The Nation’s Report Card.
The lack of college readiness is made all the more frustrating by the fact that we have a pretty good idea of what students need to know and be able to do if they’re going to succeed in college. Evidence-based frameworks for college readiness abound. There’s also a knowledge and skills framework for successful college writing.
It hasn’t been easy to translate these frameworks into practical, hands-on instruction (though, in the case of college-ready writing, I have given it my best effort: see the online resource I’ve developed, College-Ready Writing Essentials). Nevertheless, the necessary knowledge and skills have been identified, and that’s an important first step in addressing the college-readiness gap.
Aligning College Readiness Research with College Ready-Writing Research
It’s reasonable to wonder, however, how well the research on college-ready writing aligns with the research on college readiness in general. That is, does the guidance offered by the writing framework conform to the broader vision of college readiness proffered by the college readiness frameworks? This seems an especially appropriate question, given the importance of writing to overall college success.
To answer that question, I did a comparison of the two frameworks, a “crosswalk” to see where they might overlap, contradict, or complement each other.
For overall college readiness, I used the ConnectEd report, “College and Career Readiness: What Do We Mean?.” It combines a digest of some 12 college- and career-readiness frameworks with the perspectives of leading economists, educators, researchers, and policy organizations. The report provides a comprehensive, high-level description of knowledge, skills, and behaviors needed for success after high school.
Together, the “Framework for Success” and the “WPA Outcomes Statement” are intended to “help establish a continuum of valued practice from high school through to the college major.” After first-year composition, students are expected to be prepared to learn how to write in their disciplines.
Unsurprisingly, the two frameworks align well, though I note a comparative under-emphasis on metacognitive skills in the writing framework, as discussed below.
The frameworks in many cases use differing terms and categorizations to express the same or similar concepts. “Persistence,” for example, appears in the writing framework as a “habit of mind,” but in the college-readiness framework under “productive dispositions and behaviors.” For the purposes of the crosswalk, it’s useful to categorize elements of both frameworks in terms of cognitive, noncognitive, and metacognitive competencies.
I like “competencies” as a term that can encompass the “knowledge,” “skills,” “dispositions,” “behaviors,” “strategies,” and “habits of mind” found in the frameworks. In practice, these attributes often are inseparable from one another, especially in the writing domain: in the actual production of a successful academic essay, many of the abilities a writer must employ call upon intermingled knowledge, skills, and behaviors.
Cognitive competencies include the mental skills and knowledge employed in the production of a successful academic essay: for example, the ability to plan and research, produce a draft, and revise in response to feedback. The college-readiness framework refers to such competencies as “core academic knowledge and skills.”
The cognitive competencies found in the writing framework can be viewed as the “core knowledge and skills” that pertain to academic writing. They include “rhetorical knowledge,” “process skills,” “critical thinking,” and “knowledge of conventions.”
Noncognitive competencies are behaviors and dispositions needed for academic success. In education research, these often are enfolded within the category of “social and emotional learning” (SEL) skills, though that term is not used by either of these frameworks.
In general, the college-readiness framework identifies noncognitive competencies as “productive dispositions and behaviors,” while the writing framework includes them within “habits of mind.”
I feel confident in calling this group of competencies “noncognitive,” since many of them are identified as such in other studies. Nagaoka, et al., for example, identify five categories of noncognitive college-readiness factors: “academic behaviors,” “academic perseverance,” “social skills,” “learning strategies,” “academic mindset.”
These categories match many of the “productive dispositions and behaviors” and “habits of mind” found in the two frameworks.
Metacognitive competencies include the ability to reflect on oneself—e.g., one’s thinking, motivations, objectives, performance—and to recognize the social, cultural, and historical contexts in which one is operating, including the processes and systems that structure knowledge and agency within education. In the college-readiness framework, some metacognitive competencies are named as skills and behaviors.
The major metacognitive emphasis, however, is on the ability to “navigate” higher education, the world of work, and civic life.
The writing framework encourages students’ ability to examine and analyze their own writing processes, texts, and choices, but does not stress a broader awareness of the function of writing in academic, work, and civic realms. This appears to me a missed opportunity, since a strong metacognitive grasp of writing is of aid in each of these contexts.
The table below illustrates my alignment of the ConnectEd college-readiness framework with the Framework for Success in Postsecondary Writing, using the cognitive, noncognitive, and metacognitivecompetencies categories.
What we gain from this exercise is an ability to see how college-ready writing competencies fit into the overall picture of college readiness.
One of the biggest takeaways, to my thinking, is how thoroughly we should be integrating noncognitive and metacognitive competencies into writing instruction.
Colleges and employers value good writing skills in part because they recognize that people who write well possess an array of high-level competencies that apply across many varieties of subject matter and types of projects.
What do these transferable skills look like?
In composing a successful extended, source-based academic essay, students:
Demonstrate that they understand a complex task and their purpose for working on it;
Recognize the needs and expectations of people who will evaluate their work;
Generate productive ideas that are well suited to a given task, audience, and purpose;
Demonstrate that they can successfully scope and plan a complex intellectual project;
Find relevant, credible information, analyze it, and make discerning use of it in their own work;
Identify and define a specific, relevant problem residing within a broad domain of information and debate;
Formulate a coherent response to a defined problem, based on their analysis of a range of information and perspectives;
Stake out a persuasive position on a debatable issue, and effectively support it with an argument grounded in evidence and logical reasoning;
Organize a collection of materials, information, and ideas into a coherent presentation;
Communicate complex ideas clearly and effectively;
Skillfully revise their work in response to feedback from others and their own self-critique;
Produce a polished final product.
An extended, research-supported academic essay provides an unmistakable demonstration of the author’s knowledge, the quality of their thinking, their capacity for executing a complex intellectual task, and their skill at communicating clearly and effectively. No wonder so many schools and employers want to see writing samples from their applicants.
Dr. Bryant has been a writer, editor, and educator for over three decades. His blogging has been featured on GettingSmart, Curmudgication, and in Bright Magazine. In addition to college-readiness, he writes about education, equity, democracy—and how they fit together. He also writes about his 2yr old’s education in a substack here.