The Eyes Tell All

MIT study shows eye movements reveal linguistic fluency

Tracing the eye movements of someone as they read in a second language may be able to create a more accurate assessment of their fluency that many traditional tests, according to researchers the Massachusetts Institute of Technology.

At last week’s North American Chapter of the Association for Computational Linguistics conference in New Orleans, Yevgeni Berzak, Boris Katz, and Roger Levy’s paper, “Assessing Language Proficiency from Eye Movements in Reading” presented a novel approach for determining learners’ second language proficiency which utilizes behavioral traces of eye movements during reading.

The approach provides stand-alone eyetracking based English proficiency scores which reflect the extent to which the learner’s gaze patterns in reading are similar to those of native English speakers. They showed that the scores correlate strongly with standardized English proficiency tests, and they demonstrated that gaze information can be used to accurately predict the outcomes of such tests.

According to the paper, “Our approach yields the strongest performance when the test taker is presented with a suite of sentences for which we have eyetracking data from other readers. However, it remains effective even using eyetracking with sentences for which eye movement data have not been previously collected. By deriving proficiency as an automatic byproduct of eye movements during ordinary reading, our approach offers a potentially valuable new tool for second language proficiency assessment. More broadly, our results open the door to future methods for inferring reader characteristics from the behavioral traces of reading.”

Download the paper at http://people.csail.mit.edu/berzak/ to find out if the eyes are even more than the windows to the soul.

 

You’re Never Too Old to Become Fluent in a Foreign Language

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from www.shutterstock.com

Monika Schmid, University of Essex

A new study on second language learning has recently taken the British media by storm. A range of headlines – from the BBC to the Daily Mail and The Guardian – all trumpeted the depressing message that it’s impossible to become fluent in a foreign language after around age ten. All of these reports dramatically misrepresented the findings from the study, and the message they sent is flat-out wrong.

For one thing, the words “fluency” or “fluent” never even appear in the original study, published in the journal Cognition. There’s a good reason for this: fluency is not what the study’s authors, or any other scientists studying the effect of age in foreign language learning, are interested in.

To be fluent in another language means that you can communicate with relative ease, that is, without it being a real strain on either the speaker or the listener. The French president, Emmanuel Macron, is fluent in English, despite the fact that you can hear he is not a native speaker and that he may, on occasion, use the word “delicious” when he probably meant to say “delightful”.

Pretty much anyone can become fluent in pretty much any language at pretty much any age. It’s not even true that young children learn languages faster than older children or adults: if you expose different age groups to the same amount of instruction in a foreign language, the older ones invariably do better, both initially and in the long run. Learners of any age can achieve a brilliant, even nativelike, command of the vocabulary of another language, including such challenging structures as idioms or proverbs.

The ‘critical window’

The puzzling thing about older learners – something the authors of the new study also found – is that they seem to have more problems mastering some, but not all, grammatical phenomena.

A good example for this is the fact that, in English, most verbs have to have an “s” added to them in the third person singular: so it’s I/you/we/they walk but he/she walks. Many second language learners keep getting even such comparatively simple grammar rules wrong, even though they may have an amazing command of vocabulary. However, it seems that if you learn the language at a younger age, you have an easier time mastering the kinds of structures that older learners keep struggling with, and the same is true for acquiring a native-like accent.

Linguists remain divided on what the reason is for the difficulty many older speakers have at fully mastering these most elusive pockets of grammar.
Some – including the authors of the Cognition study – subscribe to what’s called the “critical window” hypothesis. They suggest we have a special mechanism in our brain which specifically enables us to learn a language, and that this mechanism is “switched off” around puberty – the age at which most speakers have mastered their native language.

Other researchers argue that there is nothing language-specific about the slightly worse performance of older learners. Rather, they suggest it is down to those changes of circumstances which tend to happen as people get older, such as having less time to learn, a decline in our general ability to learn and our memory skills, and a more stable sense of identity.

No cut off at age ten

What is new about the Cognition study is that, by the usual standards of linguistic investigations, it uses a dataset of unprecedented size. Through an internet grammar quiz shared on social media, the authors collected almost 700,000 responses, two thirds of them from people for whom English was a second language. This allowed them to model the relationship between age of learning and proficiency in more detail than had previously been possible.

They found that the accuracy of the responses on the grammar quiz declined sharply for learners who began studying English after the age of 17, a long way off the age of ten, which is the age most of media reports focused on.

This study is a novel one, and I predict that we’ll see many researchers in future making use of such tools and collecting much more data than we have previously been able to. It will doubtlessly inform and shape the scholarly discussion about whether there is or isn’t a critical period for language learning. But the claim that its findings suggest that after age ten you are too old to learn a foreign language fluently is one of the worst misrepresentations of a scientific outcome that I have ever seen.

Questions of how and why micro-features of grammar are learned in a second language have important implications for linguistic theory, but they are of little consequence to the actual learner. You can become a perfectly fluent speaker of a foreign language at any age, and small imperfections of grammar or accent often just add to the charm.

The ConversationLearn a new language. Learn a new instrument. Pick up a new sport. Or don’t do any of these. But whatever you decide to do or not do, don’t blame your age.

Monika Schmid, Professor of Linguistics, University of Essex, UK

This article was originally published on The Conversation. Read the original article.

The World’s Most-Educated Country

Famous McGill university campus in Montreal, Canada.

The fact that more than half of Canada’s residents have a college or university degree helps to make it a top destination for international education

 

Canada, known for its natural beauty, diversity, inclusive values, and high standard of living, is internationally recognized as one of the best countries to live and study in. Its popularity as an international study destination is increasing thanks to the welcoming nature of its people and its deserved reputation as a safe place to study. This point is particularly important for parents looking to send their children to high school overseas.

It is the second-largest country in the world and shares the world’s largest border with its neighbor, the U.S. Due to Canada’s vast size, there are many types of landscapes and ecosystems that span the nation, including mountains, coastal regions, forests, prairie grasslands, and arctic tundra.

The majority of Canada’s population of only just over 35 million people live in highly urbanized areas, with most living in southern Ontario, the Montréal region, Vancouver city and southern Vancouver Island, and the Calgary-Edmonton corridor. Ninety percent of Canada’s population lives within 120 miles (160 km) of the U.S. border, while northern Canada has a very low population due to its harsh climate.

It has the world’s longest coastline, which is bordered by three different oceans—the Atlantic, Arctic, and Pacific—contains 10% of the world’s total forest cover, and has more lakes than any other country in the world—563 of its lakes are larger than 100 square kilometers.

Canada experiences all four seasons: spring, summer, autumn (fall), and winter. The summers, which occur between June and September, can be hot and humid, with temperatures surpassing 30 degrees Celsius. Spring and autumn are transition seasons, in which there is typically more rain and temperatures rise or fall. Winter in Canada is very cold in most areas of the country, where temperatures typically fall below 0 degrees Celsius. Snow can cover the ground from anywhere between December to early April. Some coastal areas such as Vancouver and Victoria often experience more mild winters, where rain is more common than snow.

Language Immersion

Learning English or French in Canada is becoming a popular option for language learners.

Languages Canada represents over 200 private and public language-education programs across Canada that offer accredited English and French programs. Languages Canada’s role is to ensure language education in Canada is of the highest quality:

They apply rigorous quality assurance practices;

All member schools are accredited under one internationally recognized scheme;

The Accreditation Scheme operates at arm’s length, is transparent and confidential, and maintains the integrity and rigor of Languages Canada’s standards and processes;

Regular program reviews are undertaken by a team of highly qualified independent professionals;

Deposits from students and agents are protected under Language Canada’s Education Completion Assurance Plan (eCap™) and the Student Education Assurance Fund (SEAF). In the event of a school closure, Languages Canada protects international students, ensuring they are safe, well looked after, and able to complete their paid studies.

Montréal Tops Student Poll

Multicultural, multilingual, and in 2016 named Intelligent Community of the Year, Montréal was also ranked as the world’s best city for international students in 2017 by topuniversities.com. Canada’s “cultural capital” climbed six places to top QS Best Student Cities, performing well across all six categories assessed, including the new “student view” component.

Montréal is home to several of Canada’s highest-ranking institutions, including McGill University (currently ranked 30th in the world and first in Canada) and the Université de Montréal (126th in the world, fifth in Canada). The city is also a regular contender in lists of the world’s best places to live. In the “student view” category added to the index this year, Montréal comes out fifth overall, with a particularly strong rating for arts and culture, as well as for its friendliness, diversity, and affordability.

As a French-speaking city in a largely English-speaking nation that has experienced mass immigration from across the world, Montréal is known for its multicultural makeup and inclusive ethos. It is also renowned for its laidback yet lively lifestyle, attractive boulevards, thriving creative industries, café culture, and eclectic range of arts venues, live performances, and nightlife.

Access to Books Improves Learning

Yet another study has shown that increasing access to books improves student outcomes

“Reaching Families Where They Are: Examining an Innovative Book Distribution Program,” published in Urban Education, examines a community-wide effort to promote greater access to books through the mechanisms of physical and psychological proximity. It addresses the seasonal summer slide through an innovative book distribution program in neighborhoods identified as “book deserts.” Four low-income neighborhoods were provided with vending machines used to dispense free children’s books over the summer months. Within a design research framework, the study was designed to capture how, why, and in what ways these machines were used in communities. Results indicated that providing greater access through close physical proximity to books and greater adult support enhanced children’s opportunities to learn.

As part of its Soar with Reading program, airline JetBlue commissioned a study by Susan Neuman, childhood literacy expert and one of the researchers of a 2001 study that illustrated there is access to only one age-appropriate book for every 300 children in underserved communities. Neuman was tasked with finding out if the landscape was better or worse for our nation’s children

JetBlue created an advisory board made up of childhood literacy and development experts which helped develop a plan that was piloted in one of the communities in need: Anacostia, Washington, DC., where there is access to only one age-appropriate book for every 830 children, and

This past summer, JetBlue designed vending machines that dispensed brand-new, free books for kids ages 0-14. Three vending machines were placed in family-friendly locations in the community. Kids were allowed to take as many books as they were interested in – no strings attached.

The report concluded by recognizing that providing access to resources by reaching families where they are and encouraging adult support may be a key enabler toward enhancing parent engagement and children’s early literacy development.

Massive Study Confirms Teens’ Grammar Expertise

Credit: MIT

After years of research suggesting that the “critical period” to learn ends before the age of 10, an enormous new study of well over half a million learners suggests that children remain very skilled at learning the grammar of a new language much longer than expected—up to the age of 17 or 18. However, the study also found that it is very difficult for people to achieve proficiency similar to that of a native speaker unless they start learning a language by the age of 10.

“If you want to have native-like knowledge of English grammar you should start by about 10 years old. We don’t see very much difference between people who start at birth and people who start at 10, but we start seeing a decline after that,” says Joshua Hartshorne, an assistant professor of psychology at Boston College, who conducted this study as a postdoc at MIT.

The study, performed at MIT by researchers from three Boston universities including renowned psychologist/linguist Steven Pinker, found that people who start learning a language between 10 and 18 will still learn quickly, but since they have a shorter window before their learning ability declines, they do not achieve the proficiency of native speakers. The findings are based on an analysis of a grammar quiz taken by nearly 670,000 people, which is by far the largest dataset that anyone has assembled for a study of language-learning ability.

Data collected included a person’s current age, language proficiency, and time studying English. The investigators calculated they needed more than half a million people to make a fair estimate of when the “critical period” for achieving the highest levels of grammatical fluency ends. So they turned to the world’s greatest experimental subject pool: the internet.

“It’s been very difficult until now to get all the data you would need to answer this question of how long the critical period lasts,” says Josh Tenenbaum, an MIT professor of brain and cognitive sciences and an author of the paper. “This is one of those rare opportunities in science where we could work on a question that is very old, that many smart people have thought about and written about, and take a new perspective and see something that maybe other people haven’t.”

The researchers developed and tested a variety of computational models to see which was most consistent with their results, and found that the best explanation for their data is that grammar-learning ability remains strong until age 17 or 18, at which point it drops. The findings suggest that the critical period for learning language is much longer than cognitive scientists had previously thought.

“It was surprising to us,” Hartshorne says. “The debate had been over whether it declines from birth, starts declining at five years old, or starts declining starting at puberty.”

The authors note that adults are still good at learning foreign languages, but they will not be able to reach the level of a native speaker if they begin learning as a teenager or as an adult.

Still unknown is what causes the critical period to end around age 18. The researchers suggest that cultural factors may play a role, but there may also be changes in brain plasticity that occur around that age.

“It’s possible that there’s a biological change. It’s also possible that it’s something social or cultural,” Tenenbaum says. “There’s roughly a period of being a minor that goes up to about age 17 or 18 in many societies. After that, you leave your home, maybe you work full time, or you become a specialized university student. All of those might impact your learning rate for any language.”

Steven Pinker, a professor of psychology at Harvard University, is also an author of the paper, which appeared in the journal Cognition on May 1.

$5 Million Gift to Build Korean Language Village

Kenny Park, CEO of Seoul-based luxury handbag manufacturer the Simone Corporation, has donated $5 million to Concordia Language Villages in Moorhead, Minnesota. The donation will support the first phase of construction of a culturally authentic Korean Language Village.

This gift represents the single largest donation in support of K–16 Korean language education in North America. The Korean Language Village, Sup sogŭi Hosu (translated as “Lake in the Woods”), will be the eighth Language Village. It will also be the first Asian Language Village, to be built on an 875-acre tract of land on Turtle River Lake near Bemidji, MN. The buildings will draw on contemporary and traditional Korean architectural design elements.

Simone Corporation is the largest designer and producer of women’s luxury handbags in the world. Chairman and CEO Kenny Park noted that the U.S. accounts for 80% of the company’s $1 billion annual sales. This gift is an opportunity for him and the company to acknowledge their strong relationship with America.

Park says, “I believe that one of the best gifts for young people is providing access and motivation for them to learn and experience global cultures. And I consider the Korean Language Village to be a perfect model of how best to create global citizens.”

The village celebrates its 20th summer of immersion programming in 2018. Since 1999, more than 1,600 young people from all 50 states have attended one-, two-, or four-week sessions at the Korean Language Village.

“Korean has had the fastest-growing enrollments of any world language program over the last five years in the U.S., and the Korean Language Village is part of the same trend,” says Dr. Ross King. King is founding dean of the Korean Language Village and professor of Korean language and literature at the University of British Columbia.

He attributes this growth in part to the “Korean wave” in popular culture, but the Korean language is also increasingly critical for U.S. national security and economic prosperity.

“This donation by Kenny Park and the Simone Corporation represents a major milestone in the 57-year history of Concordia Language Villages, as it is our largest single gift to date,” says Christine Schulze, executive director. “This is a critical investment in strengthening the K–16 pipeline of Korean language learners who will contribute to enhanced U.S.–Korea relations in the future.”

Yolngu Album Tops Australian Charts

Geoffrey Gurrumul Yunupingu in 2012: Eva Rinaldi [CC BY-SA 2.0 (https://creativecommons.org/licenses/by-sa/2.0)], via Wikimedia Commons
Geoffrey Gurrumul Yunupingu has made history by becoming the first artist to top the Australian ARIA charts while singing in an indigenous language, just weeks after his death.
The late singer-songwriter, who was born blind, sang in a number of Yolngu languages as well as English. The Yolngu language family only has around 4,500 speakers.

Entitled Djarimirri, which means “child of the rainbow,” the record features traditional songs in Yolngu with orchestral arrangements from the Australian Chamber Orchestra and Sydney Symphony Orchestra.

Yunupingu also sang in Gumatj, which has fewer than 400 speakers according to the 2006 census. His family granted the media and his record label permission to use his full name and image following his death, despite the Yolngu custom of forbidding people from using someone’s name or picture after their death.

Victory for Arizona Teachers After Walkouts

PHOENIX, AZ – APRIL 26: An Arizona teacher holds up a sign in front of the State Capitol during a #REDforED rally on April 26, 2018 in Phoenix, Arizona. Teachers state-wide staged a walkout strike on Thursday in support of better wages and state funding for public schools. (Photo by Ralph Freso/Getty Images)

The teacher walkouts in Arizona have come to an end due to the governor signing a budget bill. (https://twitter.com/dougducey/status/992028377660866562) Arizona Govenor Doug Ducey announced Thursday that the bill will give striking teachers a 20 percent pay raise, which ended their five-day walkout. The massive walkout, known online under the hashtag #RedforEd, affected more than a million public school students and were comprised of teachers heading to legislative offices and downtown Phoenix urging lawmakers to make pay raises after the pay cuts from the recession.

The bill will give teachers a 9 percent pay raise in the fall and 5 percent raises for the next two years. The bill was passed early in the morning after teachers held an overnight vigil in the courtyard of the Capitol building. A sea of red could be seen all around the building (as teachers were all wore red shirts) as teachers slept in sleeping bags and lawn chairs, waiting for a verdict. The bill will also award an additional $200 million per year on state spending for schools.

The Arizona verdict comes at the tide of walkouts in other states—Virginia, Kentucky, and Oaklahoma—all red states that are demanding more for education. In all of these states, including Arizona, schools and teachers have suffered pay cuts that teachers say are debilitating. While many teachers are happy that lawmakers have responded, others note that the budget plan falls short of demands. Teachers wanted to decrease of the student teacher ratio to 23:1, which the bill doesn’t address.

Arizona Education Association President Joe Thomas said Thursday that teachers should focus on getting a new bill on the ballot in November that will give teachers more leverage and pay. “The budget is a significant investment, but it falls far short,” Thomas said.

New Study Finds Virtual Schools Underperforming

School performance measures for both virtual and blended schools indicate that they are not as successful as traditional public schools, according to NEPC’s Sixth Annual Report on Virtual Education, Full-Time Virtual and Blended Schools: Enrollment, Student Characteristics, and Performance. The report provides a detailed overview and inventory of full-time virtual schools and of blended learning schools, including student demographics, state-specific school performance ratings, and—where data are available—an analysis of school performance measures.

As virtual school enrollment growth has continues, the study examines evidence suggesting that extremely large school sizes and large student-to-teacher ratios are key factors that explain the poor performance of these schools.

Full-time virtual schools deliver all curriculum and instruction via the Internet and electronic communication, usually asynchronously with students at home and teachers at a remote location. Blended, or hybrid, schools combine virtual instruction with traditional face-to-face instruction in classrooms.

The report, beyond adding to the evidence of poor outcomes for online schools, documents an interesting trend in the sector. Compared to prior years, there has been a shift in the type of schools with the most growth. We are now seeing more school districts opening their own virtual schools. These district-run schools typically focus on high school students and have relatively low enrollments. But the trend is nonetheless evident. Large virtual schools operated by for-profit education management organizations (EMOs) still dominate this sector; however, they have lost considerable market share.

Find Full-Time Virtual and Blended Schools: Enrollment, Student Characteristics, and Performance, by Gary Miron, Christopher Shank, and Caryn Davidson, on the web at:
http://nepc.colorado.edu/publication/virtual-schools-annual-2018

 

The Conduit Hypothesis


Stephen Krashen examines how reading leads to academic language competence

 

The field of language education today is dominated by concerns about the development of academic language proficiency, the mastery of the vocabulary, grammar, and discourse style of language needed for complex and specialized functions.

The usual approach is to teach these components directly. I argue here that this approach not only is incorrect but presents students with an impossible task, and that there is a far better path: reading. I describe this path after presenting a few preliminary concepts.

Preliminaries

The central hypothesis underlying the claim of a better path is the comprehension hypothesis, the idea that we acquire language in only one way: when we understand messages or obtain “comprehensible input.” The reading hypothesis is a special case of the comprehension hypothesis and claims that reading is a form of comprehensible input and results in the acquisition of literacy-related aspects of language.

Over the last four decades, I have reported on the substantial and increasing amount of support for the comprehension hypothesis and the reading hypothesis (e.g., Krashen, 1994; 2003; 2004; 2013).

Compelling CI

Language acquirers are obviously more likely to pay attention to input when it is interesting. The compelling comprehensible input hypothesis states that the most effective input is highly interesting, or “compelling”—so interesting that the acquirer is often not even aware that it is another language (Lao and Krashen, 2014).

Self-selected voluntary reading is often compelling, and studies confirm that it is the primary source of our reading ability, ability to write with an acceptable writing style, vocabulary, spelling, and ability to understand and use complex grammatical structures (some evidence provided below).

It has also been established that more self-selected reading leads to more knowledge in a variety of areas, including history, science, and practical matters (Stanovich, West, and Harrison, 1995).

The Conduit Hypothesis

The conduit hypothesis claims that there are three stages in the development of academic language and each stage serves as a conduit for the next, providing the literacy competence as well as the knowledge needed to progress to the next stage.

The hypothesis applies to first- and second-language acquisition. Also, progress can take place without including stage one or two, but it is more difficult.

Stage One: Stories

Read-alouds and hearing stories contribute to language proficiency in two ways. First, they provide the linguistic competence that makes reading written texts more comprehensible.
This includes vocabulary, grammar, and knowledge of how texts are constructed (text structure). This competence is absorbed as the story is heard—it is not an object of study (Mason and Krashen, 2004; Mason et al., 2009; Krashen, 2013).

Second, stories and real-alouds stimulate an interest in books. The title of Brassell’s study tells it all: “Sixteen Books Went Home Tonight: Fifteen Were Introduced by the Teacher” (Brassell, 2003).

Studies also confirm that nearly all children love to hear stories (research reviewed in Krashen, 2004).

Stage Two: Self-Selected Recreational Reading

Stage two consists of massive, but not necessarily wide, self-selected voluntary reading. The reading done in this stage provides the competence and knowledge that makes academic reading more comprehensible.

The reading done in stage two, typically of fiction, forms a bridge between “conversational language” and “academic language.” This idea is confirmed by data from Biber (1988), who analyzed texts in terms of linguistic complexity and reported that fiction fell about midway between conversation and academic texts (abstracts of technical journal papers).

The value of fiction was confirmed by Sullivan and Brown (2014), who found that the amount of reading done was a clear predictor of vocabulary test scores among adult native speakers of English in the UK, controlling for reading done earlier in life. They also reported that the reported frequency of reading high-quality fiction was a very strong predictor of vocabulary knowledge, and reading “middle-brow” fiction was also a good predictor—slightly stronger, in fact, than reading nonfiction. In addition, most of the reading done in the studies cited below showing the value of self-selected voluntary reading was fiction.
Research supporting self-selected reading includes studies of sustained silent reading and correlational/multivariate research.

Sustained Silent Reading (SSR)

Students in classes that include time set aside for voluntary reading in the form of sustained silent reading do better than those in similar classes without sustained silent reading on tests of reading comprehension, vocabulary, writing, and grammar. This is true of first- and second-language studies and holds for children, teenagers, and university students (Krashen, 2004; 2007; Krashen and Mason, 2017).

Correlational and Multivariate Analyses

Here are two examples of this kind of research.

S. Y. Lee (2005) used structural equation modeling, a statistical procedure that allows the investigator to examine complex relationships among variables. Lee reported that the amount of free voluntary reading in English reported was a significant predictor of English writing performance for university students in Taiwan, and the amount of free writing reported was not, clear evidence in favor of the comprehension hypothesis: the amount of input, not output, was related to competence.

Mason and Krashen (2017) did a statistical analysis of the gains made by a group of intermediate adult acquirers of English as a foreign language in Japan who were engaged in self-selected voluntary reading. The subjects gained an average of .6 points on the TOEIC examination for every hour read, and there was little variation among the readers, even though they chose different books to read (largely fiction). This result suggests that a low-intermediate acquirer of English can move to the advanced level in three years of pleasure reading, without study.

Narrow Reading

Readers in stage two and, we shall see, stage three are generally “narrow readers.” Narrow reading is the practice of reading texts by one author or about a single topic of interest, which helps ensure comprehension and natural repetition of vocabulary and grammar (Krashen, 2004).

Evidence of the value of narrow reading includes Lamme (1976), who found that good readers in English as a first language tended to read more books by a single author and books from a series. The evidence also includes Cho and Krashen (1994, 1995a,b), who reported considerable enthusiasm for reading and substantial vocabulary development among adult second-language acquirers who read books in the Sweet Valley series; readers rapidly moved from Sweet Valley Kids (second-grade level) to Sweet Valley Twins (fourth-grade level) to Sweet Valley High (fifth- and sixth-grade level). Several readers in these studies had never read a book in English for pleasure before but became fanatic Sweet Valley fans.

I suspect that many of those who have been successful in using self-selected reading to reach the point where academic texts were comprehensible have been narrow readers.

Stage Three: Narrow Academic Reading

The reading done in stage two, self-selected recreational reading, does not fully provide academic linguistic competence. My claim is that it provides the linguistic and knowledge background that helps make academic reading more comprehensible. The rest of academic competence, I hypothesize, comes from doing a great deal of narrow reading of academic texts in an area of great personal interest to the reader.

As was the case in stage two, reading in stage three is narrow: Bazerman (1985) reported that the physicists he studied only read professional papers that related to their current projects, scanning and filing the others that appeared in current journals for later, if relevant.

Stage-three reading is also compelling, just as exciting for the reader as the fiction of stage two. In my own case, I found that my first adventure in reading linguistic theory, Chomsky’s Syntactic Structures, was as compelling and exciting as reading sports novels and science fiction when I was a teenager.

There is evidence supporting the hypothesis that most of academic linguistic competence must come from reading and not from other sources. It is unlikely that much of academic language competence comes from attending class: in his analysis of text complexity, Biber (2006) reports that classroom discourse is closer to conversational language than to academic language.

Nor does it come from writing. Writing is output, not input, and studies show that more writing does not result in improved writing ability (Krashen, 1994). Even if correction were effective (for evidence that it is not, see Truscott, 2007), we do not write enough or get corrected enough for writing to make a noticeable impact (Krashen, 1994). (1)
Also, gaining academic linguistic proficiency is not the result of studying ”language for academic purposes.”

Can Academic Language Proficiency Be “Learned”?

Current approaches to developing academic language proficiency assume that it must be taught and studied. Scholars describe academic language, these descriptions are presented to students in textbooks and other teaching materials, and students are expected to consciously learn them.

This approach cannot be correct. Most obvious, the system to be mastered is very complex. Scholars, in fact, cannot even agree on the details of the structure of academic writing. Second, there is no clear evidence that anybody has ever mastered more than small bits of pieces of academic language via study. (2)

Acquisition without Learning

I propose that all instances of successful acquisition of academic language are cases of subconscious acquisition, largely as a result of reading. I doubt that any member of the human race has ever consciously learned more than modest amounts of academic language through the study of language for academic purposes.

Notes

Writing, however, can have a profound effect on cognitive development and problem solving: writing can make you smarter. As Elbow has noted, as you move from draft to draft, you come up with new ideas: “Meaning is what you end up with, not what you start out with” (Elbow, 1973, p. 12).

Research on the structure of texts provides clear evidence that text structure cannot be taught directly. The structure of texts is bewilderingly complex. It is hard to imagine any student mastering this knowledge consciously. For example, Swales (1990) presents a “three move” description of introductions to research papers: First the writer “establishes a territory” by “claiming centrality” and/or “making generalizations” and/or reviewing previous research. Then the writer “establishes a niche” by doing one or more of the following: “counter-claiming,” “indicating a gap,” “question-raising,” and/or “continuing a tradition.” Step three is to “occupy the niche” that was created in step two, which is done by “outlining purposes” or “announcing present research” and then announcing the principal findings and indicating the structure of the article.

Those few people who have read a large number of research papers recognize that this description fits. In other words, it provides information that corresponds to what these readers have already subconsciously acquired. The question is whether this information is of use to beginning writers who have not read many or any journal papers.

Swales points out that this analysis, published in 1990, is a revised version of a “four move” description published in 1981. Clearly, the structure of introductions to research articles is a developing area of research where many issues are not settled. This means that it is likely that we are providing students with incomplete and perhaps inaccurate descriptions. And it also means that many people have managed to acquire the structure of research articles without the benefit of accurate descriptions.

The three-move model rapidly becomes more complex as Swales moves into the details. Here is only one example (his chapter on research articles runs 66 pages, with 29 pages devoted just to introductions):

In his discussion of move three, where the writer “occupies the niche” that was created in move two, Swales introduces the “easily applicable” (p. 148) distinction between “integral” and “nonintegral” forms of citation of previous research. At first, this looks simple: Integral citations put the name of the researcher in the sentence, as in (Swales’ example) “Brie (1988) showed that the moon is made of green cheese.” In nonintegral citations, the researcher’s name does not appear in the actual sentence, e.g., “Previous research has shown that the moon is made of cheese (Brie, 1988).” The description then becomes very complicated. Here is just enough to give you an idea: Integral citations include the name of the researcher in several ways, such as a passive agent (“The moon’s cheesy composition was established by Brie (1988)”), as part of a possessive noun phrase (“Brie’s theory (1988) claims that…”), and as an “adjunct of reporting” (“According to Brie (1988), the moon is made of cheese”).

Nonintegral citations are also done in several different ways. Typically they are sentence final—“It has been shown that the moon is made of green cheese (Brie, 1988)”—but there are exceptions, and sometimes writers of research papers do not cite the names of scholars but make reference to schools of thought or name only the most prominent scholar, as in “Chomsky and his coworkers have recently…”, or combinations: “Chomsky and his coworkers (e.g., Napoli, 1982) have recently…”.

And there is more. Research-article citations differ as to whether they use reporting verbs (show, establish, claim) or nonreporting verbs, as in: “According to Brie (1988), the moon is made of green cheese.” Some research shows there is a trend from nonreporting to reporting verbs (Bazerman, 1984, cited in Swales, p. 151; the reader of this paper has undoubtedly noticed (!) that I used a nonintegral citation and a nonreporting verb), but studies also show that most citations are reporting citations (nonintegral, with names of scholars not included, with a reporting verb).

Swales then moves on to a discussion of what verb tenses are used in research articles. There are numerous rules and exceptions. Here is only one example: Swales cites the generalization (Malcolm, 1987) that references to specific experiments tend to be in the past tense. This sounds simple, but it was true in only 61% of the cases in Malcolm’s study. Swales discusses why the rule does not hold in all cases—we might use the present tense if the citation “prepares the way for critical discussion (Malcolm points out that …).”

I have discussed a tiny percentage of Swales’s discussion, but I hope it is enough to give an idea of how hopeless it is to try to teach the structure of academic prose directly. Swales is not clear on the pedagogical implications of his work, sometimes showing some awareness that academic language is acquired from reading rather than consciously learned (p. 90–91) but generally recommending direct teaching. Also, I must emphasize that I have chosen only one example of many. Other scholars have contributed equally complex and confusing descriptions of text structure, recommending that we teach these descriptions to students (e.g., Schleppegrell, Achugar, and Oteiza, 2004).

References

Bazerman, C. (1985). “Physicists Reading physics: Schema-laden purposes and purpose-laden schema.” Written Communication, 2, 3–43.
Biber, D. (1988). Variation across Speech and Writing. Cambridge: Cambridge University Press.
Biber, D. (2006). University Language: A Corpus-Based Study of Spoken and Written Registers. New York: John Benjamins.
Cho, K. S., and Krashen, S. (1994). “Acquisition of Vocabulary from the Sweet Valley High Kids Series: Adult ESL acquisition.” Journal of Reading, 37, 662–667.
Cho, K. S., and Krashen, S. (1995a). “From Sweet Valley Kids to Harlequins in One Year.” California English, 1(1), 18–19.
Cho, K. S., and Krashen, S. (1995b). “Becoming a Dragon: Progress in English as a second language through narrow free voluntary reading.” California Reader, 29, 9–10.
Elbow, P. (1973). Writing without Teachers. Oxford: Oxford University Press.
Krashen, S. (1994). “The Input Hypothesis and Its Rivals.” In N. Ellis (ed.), Implicit and Explicit Learning of Languages (45–77). London: Academic Press.
Krashen, S. (2003). Explorations in Language Acquisition and Use: The Taipei Lectures. Portsmouth, NH: Heinemann.
Krashen, S. (2004). The Power of Reading. Portsmouth, NH: Heinemann and Westport: Libraries Unlimited.
Krashen, S. (2003). Explorations in Language Acquisition and Use. Portsmouth, NH: Heinemann.
Krashen, S. (2013). “Read-Alouds: Let’s stick to the story.” Language and Language Teaching, 3 (Azim Premji University and the Vidya Bhawan Society).
Krashen, S. and Mason, B. (2017). “Sustained Silent Reading in Foreign Language Education: An update.” Turkish Online Journal of English Language Teaching, 2, 70–73.
Lao, C. and Krashen, S. (2014). “Language Acquisition without Speaking and without Study.” Journal of Bilingual Education Research and Instruction, 16(1), 215–221.
Lamme, L. (1976). “Are Reading Habits and Abilities Related?” Reading Teacher, 30, 21–27.
Lee, S. Y. (2005). “Facilitating and Inhibiting Factors on EFL Writing: A model testing with SEM.” Language Learning, 55(2), 335–374.
Mason, B., and Krashen, S. (2004). “Is Form-Focused Vocabulary Instruction Worthwhile?” RELC Journal, 35(2), 179–185.
Mason, B., Vanata, M., Jander, K., Borsch, R., and Krashen, S. (2009). “The Effects
and Efficiency of Hearing Stories on Vocabulary Acquisition by Students of German as a
Second Foreign Language in Japan.” Indonesian Journal of English Language
Teaching, 5(1), 1–14.
Schleppegrell, M., Achugar, M., and Oteiza, T. (2004). “The Grammar of History: Enhancing content-based instruction through a functional focus on language.” TESOL Quarterly, 38(1), 67–93.
Swales, J. (1990). Genre Analysis: English in Academic and Research Settings. Cambridge: Cambridge University Press.
Stanovich, K., West, R., and Harrison, M. (1995). “Knowledge Growth and Maintenance across the Life Span: The role of print exposure.” Developmental Psychology, 31(5), 811–826.
Truscott, J. (2007). “The Effect of Error Correction on Learners’ Ability to Write Accurately.” Journal of Second Language Writing, 16, 255–272.

Dr. Stephen Krashen, professor emeritus, Rossier School of Education at USC (University of Southern California), has published more than 300 papers as a linguistic researcher. He is most famously known for his theory of SLA, which includes five hypotheses: the acquisition-learning hypothesis, the input hypothesis, monitor theory, the affective filter, and the natural order hypothesis.

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