Top Lang Disorders Vol. 35, No. 1, pp. 90–108 c 2015 Wolters Kluwer Health, Inc. All rights reserved. Copyright Pragmatic Features in Original Narratives Written by African American Students at Three Grade Levels Jessica M. Kersting, Michele A. Anderson, Brandi L. Newkirk-Turner, and Nickola W. Nelson African American English has a rich oral tradition, with identifiable features across all 5 systems of language—phonology, morphology, syntax, semantics, and pragmatics. This is an investigation of the extent to which pragmatic features of African American oral storytelling traditions are apparent in the written stories of African American students (n = 30) at fourth-, sixth-, and ninth-grade levels in an urban school district in the Midwest compared with stories written by 61 European American students in the same urban (n = 20) and a nearby rural school district (n = 41). Results showed that African American students use significantly more pragmatic features characteristic of the African American oral tradition than European American students. In particular, differences were found for the use of cultural references and parallelism. Grade level was significant for simple frequency counts of oral tradition features, but when the pragmatic codes were normalized for story length, the grade-level effect disappeared. These results add to prior research on cultural-linguistic influences on story writing that go beyond counts of morphosyntactic variation. Key words: African American, pragmatic features, school-age, written language W RITTEN EXPRESSION is a language skill that is essential for academic success. Teachers and language specialists, including speech–language pathologists, must be aware of cultural-linguistic influences on the development of written expression to understand Author Affiliations: Department of Speech Pathology and Audiology (Drs Kersting and Anderson), PhD program in Interdisciplinary Health Sciences (Dr Nelson), Western Michigan University, Kalamazoo; and Department of Communicative Disorders, Jackson State University, Jackson, Mississippi (Dr Newkirk-Turner). The authors disclose no financial or nonfinancial conflicts of interest. Dr. Nelson discloses that she is Editor of this journal, Topics in Language Disorders. The authors acknowledge the assistance of graduate assistant, Bridget Peters, in conducting this research. Corresponding Author: Jessica M. Kersting, PhD, Department of Speech Pathology and Audiology, Western Michigan University, 1903 W. Michigan, Kalamazoo, MI 49008 ([email protected]). DOI: 10.1097/TLD.0000000000000044 typical development and use that information to identify students with diverse experiences who may require intervention. Much prior research on the writing of speakers of African American English (AAE) has focused on the influences of phonological and morphosyntactic features of AAE on students’ written language (Cronnell, 1984; Green, 2002; Horton-Ikard & Pittman, 2010; Nelson, 2010; Rickford, 1999; Wolfram & SchillingEstes, 2005). As an alternative to such studies, Smitherman (2000) called for research that would address sociolinguistic components such as pragmatic elements and other discourse features. Although less studied than AAE grammatical features, some prior research has described pragmatic elements as adding to richness of discourse quality in the written language of African American students (Ball, 1992; Campbell, 1983; Champion, 2003; Chaplin, 1988; Noonan-Wagner, 1981; Richardson, 2003; Smitherman, 2000; 90 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Pragmatic Features of African American Written Narratives Troutman-Robinson, 1987; Visor, 1987). Citing an old proverb, “The blacker the berry, the sweeter the juice,” Smitherman (2000 [1994]), observed that such stylistic features should be encouraged because they enhance the written message. Champion (2003) identified stylistic discourse features that have been passed down from generation to generation among African American families, including the following: (a) repetition, (b) parallelism, (c) piling and association, (d) tonality, (e) ideophone (using sound to convey meaning), (f) digression (a departure from the main theme to address or comment to a person or object), (g) imagery, (h) allusion, and (i) symbolism. Similarly, Smitherman (2000) identified stylistic features that differentiated African American discourse in essays written by 17-year-old students from 1969 to 1989 for the National Assessment of Educational Progress (NAEP) as including (a) rhythmic, dramatic, evocative language, (b) reference to color/race/ethnicity, (c) use of proverbs, aphorisms, Biblical verses, (d) sermonic tone reminiscent of traditional Black Church rhetoric, especially in vocabulary, imagery, metaphor, (e) direct addressconversational tone, (f) cultural references, (g) ethnolinguistic idioms, (h) verbal inventiveness, unique nomenclature, (i) cultural values–community consciousness, and (j) field dependency. Other researchers have described AAE stylistic and rhetoric features that may be found in the writing of African American students at middle school, high school, and college levels. Troutman-Robinson (1987) found that eighth-grade African American students addressed readers directly more often than non-AAE-speaking comparative groups. Chaplin (1988) also found that African American eighth- and ninth-grade students used significantly more cultural vocabulary (defined as words and phrases that are specific to African American culture) and a conversational tone more frequently than same-age European American students. Cooper (1977) identified common stylistic features used by African American college students, which included extensive use of imagery in expos- 91 itory and argumentative writing, presentation of a rhythmic pattern in writing, and a tendency toward personal involvement in the content of the writing. Noonan-Wagner (1981) found that African American college freshman used a moralistic tone, moral statements, idioms, repetitions, free association, and shifts to personal perspective significantly more frequently than European American students. The purpose of this research was to determine whether AAE pragmatic features would appear more frequently in the original written narratives of African American students. This work was important to update research conducted several decades ago and to add information about narratives written by students from later elementary school grades to high school (fourth, sixth, and ninth grades). Our reasoning was that differences may exist in the pragmatic features utilized by African American students in the 21st century compared with those found in samples gathered in the 1960s to 1980s. One possibility was that fewer pragmatic distinctions would be found between the written compositions produced by African American and European American students because of mutual borrowing of pragmatic features. Sociolinguistic work on language contact indicates that borrowing can be expected when sociolinguistic groups interact (Wolfram & Schilling-Estes, 2005). Although borrowing is more evident between two different languages (e.g., English and French), it also can occur among those who speak varieties of the same language. When African American and European American students are educated together in the same schools and classrooms, eat lunch together, live in the same neighborhoods, and socialize in the same venues, the likelihood of shared features across dialects may be heightened. Specific research questions guiding this study, then, were the following: 1. Are AAE oral pragmatic features used with a greater frequency in the written narratives of African American urban (AA-U) fourth-, sixth-, and ninth-grade students than same-grade European Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. 92 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 American peers in the same urban and a different rural school district? 2. Are there other written pragmatic features of General American English (GAE; i.e., not associated specifically with the African American oral tradition) that differentiate the written narratives of African American fourth-, sixth-, and ninth-grade students, compared with same-grade European American peers in the same urban and in a different rural school district? METHODS This study used a descriptive cross-sectional design. It was a study of pragmatic stylistic features in original stories written by fourth-, sixth-, and ninth-grade urban African American students compared with stories written by European American students in urban and rural school districts. The research was based on secondary analysis of an existing data set. That is, it was based on written narrative samples that were gathered in 2005 as part of pilot research aimed at developing a standardized test of written language. Administrators and teachers in two school districts, one urban and one rural, had agreed to participate in the original study, and parental permission and child assent were obtained under the original Human Subjects Institutional Review Board approval. Renewed approval was gained before conducting this study. Participants and school settings The participants were 91 fourth-, sixth-, and ninth-grade students who were attending one of two school districts (one urban and one rural) in a Midwestern state (see Table 1 for distribution and demographics). The demographics of the urban district showed that 73% of the students were European American and 18% were African American. In comparison, 95% of the rural school district students were European American and less than 1% of these were African American. The urban school district had more than 11,000 students, whereas the rural school district had just over 1,000 students. All of the 30 African American participants and 20 of the 61 European American students came from the urban school district. The students were self-identified as African American or Caucasian. Small numbers of Hispanic, Asian, and Native American students were removed from the sample. Our rationale for including the European American students from the rural school district was that, because of the demographics of this particular rural school district, they would be less likely to have been exposed to the discourse styles of African American classmates than the European American students in the urban district. Written story probe procedures Original narrative stories were obtained in the students’ fourth-, sixth-, and ninth-grade classrooms in 1-hr sessions at the beginning of the academic school year. First, we reminded the students their stories would be used for research and we would not be giving them a grade but it was important to do their best work. We explained the voluntary nature of the project and asked for their written assent if they agreed to participate. Parental consent had been obtained previously under a protocol approved by a university’s Human Subjects Institutional Review Board. Samples were gathered using procedures described by Nelson, Bahr, and Van Meter (2004). The instructions went as follows: We are interested in the stories fourth [sixth or ninth] graders write. You probably already know something about stories. A story tells about a problem and what happens. The problem does not have to be something bad someone did. Your story can be real or imaginary. Preparation of the samples All written samples were transcribed for the original analysis using the software, Systematic Analysis of Language Transcripts (SALT; Miller & Iglesias, 2012). Any existing codes or group identifiers were removed from the SALT transcripts for the current analysis by a research assistant who also modified any AAE grammatical features to be consistent with standard edited English. This prevented the Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. 93 Pragmatic Features of African American Written Narratives Table 1. Demographic characteristics by grade level and school district type Fourth Grade Group African American European American Total Sixth Grade Ninth Grade Rural Urban Rural Urban Rural Urban Total 0 8 8 12 10 22 0 14 14 11 5 16 0 19 19 7 5 12 30 61 91 researchers from being influenced by grammatical features of AAE when coding and to be blind to race/ethnicity, grade level, and type of school district (urban or rural). Pragmatic coding procedures One set of codes was developed for macrolevel global features (i.e., a code that could be assigned once per story), which could characterize any narrative but which might be used at different rates by students from different sociolinguistic communities. As shown in Table 2, these included elements such as narrative subgenre (seven subtypes), the voice in which the story was told (first, second, or third person), and other features that would be coded only once per story. A second set of codes was developed to represent pragmatic elements of the AAE tradition. These were the AAE pragmatic codes that were of primary interest for this study (Table 3). They were based on the review of literature on pragmatic features associated with African American oral traditions (e.g., Champion, 2003; Smitherman, 1977). These were the features that we had hypothesized might be observed with a greater frequency in the written narratives of AA-U fourth-, sixth-, and ninth-grade students than of same-grade European American peers in either urban or rural school districts. A third set of codes was developed to represent pragmatic elements at the micro level that might characterize any student’s narrative discourse, although they had not been specifically associated with AAE in prior literature. These more generic codes are labeled as GAE codes to differentiate them from the AAE-specific codes. As shown in Table 4, they include direct and indirect quotations, listing friends in the story, and adding embellishment or exclamations. The codes were fine-tuned through an iterative process. After developing an initial set of codes based on literature, the four authors independently applied these codes to 10 stories written by third graders whose work was not part of this study. We then compared ratings and discussed differences. This resulted in modifications to definitions and decision rules within coding categories to facilitate consistency. Some categories were collapsed or deleted; others were added to the GAE code set. Using the modified definitions, seven additional written samples from fifth graders were analyzed independently and then compared. This resulted in further refinements to coding definitions. The final coding system, as presented in Tables 2–4, was used to code the 91 stories used in the analyses. Coding reliability Following the code development process described previously, a subset of 10 written samples (11%) was randomly selected from the full set of 91 stories to be used for evaluating coding reliability. Because our reliability data contained coding from three coders (the first three authors), Fleiss’s κ values (Fleiss & Cohen, 1973) were calculated for each code using SAS software. Landis and Koch (1977) provided guidelines for interpreting κ values, which ranged as follows: less than 0, poor agreement; 0.01–0.20, slight agreement; 0.21–0.40, fair agreement; 0.41–0.60, moderate agreement; 0.61–0.80, substantial Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. SCIFI TT FT FAB PAR RTN Macro: Genre RTE ID Realistic tale expository. Purpose to inform; unfamiliar schema content; variable text structures; focus on factual information and abstract ideas Realistic tale narrative. Purpose to entertain; familiar schema content; consistent text structure; focus on character motivations, intentions, goals Parable (fiction). Human character set in short tale that illustrates a universal truth Fable (fiction). Contains animals with human characteristics and lesson Fairy tale (fiction). Presence of magic; happy ending Imaginative/tall tale (fiction). Relating unbelievable events as if true Science fantasy (fiction). Supernatural characters, and elements from both science fiction and/or fantasy Definition Macro Codes 17% (5) 3% (1) 6% (2) 0% (0) 0% (0) 70% (21) 3% (1) AA-U (n = 30) 5% (1) 10% (2) 5% (1) 5% (1) 0% (0) 75% (15) 0% (0) EA-U (n = 20) 5% (2) 7% (3) 2% (1) 0% (0) 5% (2) 78% (32) 2% (1) EA-R (n = 41) % Students Using Featuresa (continues) 0.57, p < .0001 moderate agreement Reliability κ b Table 2. Macro-level codes (one per story) for narrative genre, voice, and binary feature codes with group frequencies, and coding reliability 94 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Play format. Written in the format of a play with direct quoted dialogue; may include narrator 10% (3) 7% (2) 10% (3) 7% (2) 0% (0) 60% (18) Second person author perspective Third person author perspective Presupposition. Author presupposed too much and doesn’t provide adequate background information for reader/listener Violence. Contains elements of realistic, everyday violence (not superhero violence) Rich. Written work has a poetic quality; is clever, creative, or special 40% (12) AA-U (n = 30) First person author perspective Definition 5% (1) 0% (0) 0% (0) 10% (2) 0% (0) 55% (11) 45% (9) EA-U (n = 20) 2% (1) 0% (0) 10% (4) 2% (1) 0% (0) 56% (23) 44% (18) EA-R (n = 41) % Students Using Featuresa 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement 0.25, p < .078 fair agreement 1.0, p < .0001 almost perfect agreement Reliability κ b Note. AA-U = African American in urban school; EA-R = European American students in rural school; EA-U = European American in urban school. a Frequency is expressed as the percentage of students using the feature (n in parentheses). b Reliability is expressed as the κ statistic, followed by p value for significance and interpretation based on guidelines for interpreting κ (Landis & Koch, 1977—i.e., <0.01 = poor agreement; 0.01–0.20 = slight agreement; 0.21–0.40 = fair agreement; 0.41–0.60 = moderate agreement; 0.61–0.80 = substantial agreement; and 0.81–1.00 = almost perfect agreement). PLAY RICH VIOL V2 V3 Macro: Binary PSUP Macro: Voice V1 ID Macro Codes Table 2. Macro-level codes (one per story) for narrative genre, voice, and binary feature codes with group frequencies, and coding reliability (Continued) Pragmatic Features of African American Written Narratives 95 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Key phrase repetition. Narrator uses the same key phrase throughout the narrative, at least three times (code one time for the first three repetitions (to meet the definition) and then code each subsequent time the same key phrase is used) Piling and association. Heaping one detail onto another to build the narrative into a climax or at least three sentences with a key word Parallelism. Playing one set of words or images against another without changing the theme of the narrative; can be within same or adjacent sentences; code each event one time Call-response. Spontaneous verbal interactions between speaker and listener; also, a question with no clear speaker and a response by no clear listener Signifying. Teasing or taunting speech used most specifically for language that goads another into an aggressive act. Dozens/sounding: form of signifying with insults on family members KPR PLL SIG CR PAA Definition ID C Hey why don’t I ask her to marry me? Yeah! C Then today we got a game today with Woods Lake at 5:00. How are we going to get there? On a bus. Did not occur C He took a deep breath, went over to her. And stopped the swing, took her right hand. And asked “Lisa will you marry me?” C I don’t really fit in with the cheerleaders. And I don’t really fit in with the punks. C But panther replied I don’t like light. [five lines later] Panther said sorry I don’t like light. [three lines later] But still panther said I don’t like light. Example From Current Samples Micro Codes From the Literature on African American Oral Traditions That Could be Assigned More Than Once per Utterance Table 3. African American English oral tradition pragmatic codes 0% (0) 3% (1) 43% (13) 3% (1) 17% (5) AA-U (n = 30) 0% (0) 5% (1) 20% (4) 5% (1) 5% (1) EA-U (n = 20) 0% (0) 2% (1) 17% (7) 2% (1) 7% (3) EA-R (n = 41) % Students Using Featurea (continues) 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement .75, p < .0001 substantial agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement Reliability κ b 96 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Did not occur C He got the ball back and took it to the hole. Reference to color-race-ethnicity. Reference occurs when the main story topic doesn’t call for it Cultural references. Used for cultural vocabulary and idioms Verbal inventiveness, unique nomenclature. Unique word choices Field dependency. Involvement in and immersion in events and situations; personalizing phenomena; lack of distance from subjects and topics Rhetorical style. Sermonic tone REF CREF VIUN FD RHET C Wesley and Cody found a way out. They went into a closet and hid. The man found them and put them in the dungeon. One year and 2 months went past. And we’re still in the dungeon. C I’m not just talking two or three ants walking on the counter. I’m talking ants shooting out of the milkshake machine. C She was brought up to never step down from a female or male. C Iesha came home from work tired and slumish. C So let the lesson be to you don’t speed because it is deadly. Example From Current Samples Moral. Moral of the story stated explicitly Definition MOR ID Micro Codes From the Literature on African American Oral Traditions That Could be Assigned More Than Once per Utterance Table 3. African American English oral tradition pragmatic codes (Continued) 0% (0) 3% (1) 3% (1) 37% (11) 0% (0) 0% (0) AA-U (n = 30) 5% (1) 5% (1) 0% (0) 0% (0) 0% (0) 0% (0) EA-U (n = 20) 0% (0) 7% (3) 0% (0) 2% (1) 0% (0) 5% (2) EA-R (n = 41) % Students Using Featurea 1.0, p < .0001 almost perfect agreement (continues) 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement −.0014, p = .51 poor agreement Reliability κ b Pragmatic Features of African American Written Narratives 97 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Ideophone. Using sound to convey meaning; “idea-in-sound;” add vividness and drama to a storytelling event Off-narrative comment (digression/aside). A departure from the main theme of a narrative to address or comment to a person or object related to the theme of the narrative Figurative language (including imagery, allusion, symbolism). Using words (similes and metaphors) to create images in the mind of the listener to appeal to feelings and understanding, but not codable as CREF. Evaluative language. Positive or negative language that judges the worth of something; can express feelings or opinions; can judge aspects of people including behavior; can assess the quality of objects. IDP EVAL FIG ONC Topic associative shift. Shifts topic away from primary story theme without providing transition Definition TOPS ID C The US is just too powerful. It is killing way too many people. C Her mom was going to say no because Sally is too young to be using makeup. C It even gave their teacher Mrs. Algood the creeps. And she was a very thoughtful woman. So at 4:00 after school we all meet at McJohn’s mansion. C And when Angie saw all that candy she was going to explode. C And that/s why I will never ride on a[n] airplane. Although I did like that I can play video game/s. They have real cool game/s like NBA street, NBA shootout 2002, xx basketball and all different kind/s of crash game/s. C I could have sworn that I heard a deer. Crack crack. My brother looks back. Example From Current Samples Micro Codes From the Literature on African American Oral Traditions That Could be Assigned More Than Once per Utterance Table 3. African American English oral tradition pragmatic codes (Continued) 3% (1) 33% (10) 3% (1) 10% (3) 10% (3) AA-U (n = 30) 0% (0) 40% (8) 0% (0) 20% (4) 0% (0) EA-U (n = 20) 10% (4) 34% (14) 5% (2) 7% (3) 0% (0) EA-R (n = 41) % Students Using Featurea (continues) −0.0013, p = .51 poor agreement .67, p < .0001 substantial agreement 1.0, p < .0001 almost perfect agreement .60, p < .0001 moderate agreement 1.0, p < .0001 almost perfect agreement Reliability κ b 98 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Direct address. Talking directly to the audience in a conversational tone. Tonality. Intonation changes throughout the narrative, especially in the last syllable of a line; in written narratives, code for spelling or punctuation that shows tonality. DA TOON C Hi, my name is Tylor. I would like to begin the story by telling you about the summer I turned 14. C AAAA we all said. Example From Current Samples 7% (2) 23% (7) AA-U (n = 30) 10% (2) 20% (4) EA-U (n = 20) 5% (2) 22% (9) EA-R (n = 41) % Students Using Featurea .50, p < .0001 moderate agreement .71, p < .0001 substantial agreement Reliability κ b Note. AA-U = African American in urban school; EA-R = European American students in rural school; EA-U = European American in urban school; ID = code abbreviation associated with the definition to its right in the table. a Frequency is expressed as the percentage of students using the feature (n in parentheses). b Reliability is expressed as the κ statistic, followed by p value for significance and interpretation based on guidelines for interpreting κ (Landis & Koch, 1977). Definition ID Micro Codes From the Literature on African American Oral Traditions That Could be Assigned More Than Once per Utterance Table 3. African American English oral tradition pragmatic codes (Continued) Pragmatic Features of African American Written Narratives 99 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. C She was the most spoiled girl in the world. C The killer come to her home and stab/ed Cindy. We ran together, me and Jazmin. C Ryan! C He planned to impress her, so something to make her melt in his arms. Something amazing, original. Hey why don’t I ask her to marry me!” C Her friends’ names were Aurora, Chris, and Rico. C Throw it all away. C Then I asked my sisters and brother if they wanted to rest. C Let’s go and hunt for some breakfast said lynx. Example from Current Samples 7% (2) 3% (1) 7% (2) 10% (3) 13% (4) 26% (8) 26% (8) 60% (18) AA-U (n = 30) 35% (7) 0% (0) 5% (1) 30% (6) 10% (2) 50% (10) 10% (2) 70% (14) EA-U (n = 20) 0% (0) 7% (3) 5% (2) 7% (3) 15% (6) 27% (11) 34% (14) 60% (25) EA-R (n = 41) % Students Using Featurea .50, p < .0001 moderate agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement 1.0, p < .0001 almost perfect agreement .69, p < .0001 substantial agreement .80, p < .0001 substantial agreement .25, p < .0001 fair agreement .93, p < .0001 almost perfect agreement Reliability κ b Note. AA-U = African American in urban school; EA-R= European American students in rural school; EA-U = European American in urban school. a Frequency is expressed as the percentage of students using the feature (n in parentheses). b Reliability is expressed as the κ statistic, followed by p value for significance and interpretation based on guidelines for interpreting κ (Landis & Koch, 1977). EXCL PERS EMB LIST ID DIR Listing of friends’ names. At least three names, can include self Embellishment. Clear element of exaggeration Person shift. Changes person within the narrative (e.g., from third to first) Exclamation Direct quote. Clear quotations of what characters in the story actually said Indirect quote. Telling what someone else said without quoting it directly. Directiveness of dialogue. Code every imperative used in dialogue. Internal dialogue. Use same rules/codes (DQ, IQ, DIR) as external dialogue DQ IQ Definition ID Micro Codes Not Based on the African American Oral Tradition Table 4. General American English pragmatic feature codes 100 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Pragmatic Features of African American Written Narratives agreement; and 0.81–1.00, almost perfect agreement. Table 2 shows the results of the reliability calculations for the macro-level codes, which indicate that almost perfect agreement was found for the majority of these codes. The exception was the type of narrative genre, for which seven choices were possible. In this case, the κ value of 0.57 was evaluated as representing moderate agreement. Table 3 shows the data for interrater reliability. In this case, agreement on the majority of structures was high; however, this was influenced by the fact that most of the microstructures occurred with a low frequency, which may have contributed to high agreement. Two microstructures that occurred with a higher frequency proved especially problematic for coding. They were cultural references (CREF) and evaluative language (EVAL). (See Table 3 for definitions.) One issue was that cultural references often could be coded alternatively as figurative language (FIG) due to their nonliteral meanings. The two author/coders who are European American tended to code cultural references as FIG, whereas the author/coder who is African American tended to code them as CREF. These discrepancies were resolved by using CREF as the priority code if a feature involved the use of culturally influenced idioms or symbolism. This decision was consistent with Champion’s (2003) identification of imagery, allusion, and symbolism as features typical of West African oral storytelling traditions. This minor coding issue highlighted the need to recognize the role of cultural-linguistic experience of researchers, an issue we consider again in the discussion. Table 4 summarizes the reliability results for the more generic GAE micro-level codes. Among this set, almost perfect interrater agreement was calculated for the variables of direct quotes (DQ), lists of friends’ names (LIST), embellishment (EMB), and person shift (PS); however, as summarized in Table 4, lower levels of agreement were found for the dialogue features of tonality (moderate agreement) and indirect quotes (fair agreement). After reliability was evaluated, all four authors met to discuss each point of disagree- 101 ment and to form consensus on the codes in the final set of students’ writing samples. The consensus codes were inserted into the SALT transcripts that were used for analysis. Statistical analysis The SPSS statistical software package was used to calculate standardized variables adjusted for story length. This was done by dividing the number of codes for each story by the number of T-units. “T-unit” stands for minimal terminable unit, which is defined as a main clause and any subordinated or embedded clauses or phrases (Hunt, 1977). Composite variables were created for the two sets of micro-codes: the AAE pragmatic codes in Table 3 and the additional GAE codes in Table 4. These values then were used in the univariate analyses of variance (ANOVAs) to answer the research question about whether frequency of coded feature use in either set would be associated with sociolinguistic group (African American urban [AA-U], European American urban [EAU], and European American rural [EA-R]), or grade level (fourth, sixth, and ninth), or if an interaction effect might be found for group by grade level. Analyses for significant composite scores were followed by one-way ANOVAs and post hoc Bonferroni tests for individual codes. Independent t tests also were used to compare the results for the African American students and the two European American student groups combined. RESULTS Tables 2–4 provide the code frequency data for the percentages (and numbers) of participants in each group—AA-U, EA-U, and EA-R— using each coded feature. Table 5 provides the means and standard deviations for the two composite values based on total codes in stories (AAE and GAE), as well as for the normalized values that were calculated by dividing the total numbers of codes in a story by the total T-units in that story. The first research question asked whether pragmatic features associated with the AAE Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. 102 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Table 5. Means (and standard deviations) for AAE and GAE codes by group and grade Raw Totals per Story, M (SD) AA-U Grade 4 (n = 12) Grade 6 (n = 11) Grade 9 (n = 7) EA-U Grade 4 (n = 10) Grade 6 (n = 5) Grade 9 (n = 5) EA-R Grade 4 (n = 8) Grade 6 (n = 14) Grade 9 (n = 19) Proportion of Codes per T-Unit, M (SD) AAE Composite GAE Composite AAE Composite GAE Composite 2.33 (2.06) 2.36 (3.01) 6.29 (1.98) 4.58 (6.33) 4.18 (3.37) 6.71 (8.16) 0.143 (.182) 0.105 (0.123) 0.179 (0.078) 0.223 (0.276) 0.168 (0.159) 0.223 (0.346) 1.30 (2.26) 2.60 (1.95) 3.20 (3.03) 5.90 (7.28) 20.20 (15.07) 10.80 (10.40) 0.054 (0.081) 0.063 (0.037) 0.069 (0.066) 0.264 (0.345) 0.532 (0.372) 0.223 (0.209) 1.38 (1.77) 1.71 (1.64) 1.63 (1.83) 1.38 (2.13) 12.21 (12.12) 6.68 (7.70) 0.093 (0.125) 0.057 (0.056) 0.064 (0.062) 0.087 (0.109) 0.355 (0.316) 0.235 (0.270) Note. AAE = African American English; AA-U = African American in urban school; EA-R = European American students in rural school; EA-U = European American in urban school; GAE = General American English. oral tradition (summarized in Table 3) would be evident with a greater frequency in the original written narratives of African American students than in stories of their EA-U and EA-R peers. We also asked whether grade level would make a difference. We hypothesized that the African American students would use more of the AAE oral tradition features than their European American age peers, particularly when compared with European American students from the rural community, who would have had less history of shared sociolinguistic community. A secondary graderelated hypothesis was that African American students in later grades might use more AAEassociated pragmatic features than those in earlier grades. The descriptive results showed that most of the AAE oral tradition pragmatic features were being used in the original written narratives of both African American and European American students, with a few exceptions. The ANOVA to answer the first research question about group differences by grade level used the composite total for the AAE-related codes in Table 3 as the dependent variable, with sociolinguistic group (AA-U, EA-U, and EA-R) and grade level (4, 6, and 9) as independent variables (see Table 5 for means and standard deviations). This analysis showed a significant main effect for group, F(2, 82) = 7.578, p = .001, and grade, F(2, 82) = 5.990, p = .004, as well as a significant interaction effect for group by grade level, F(4, 82) = 2.982, p = .010. Post hoc tests showed that the AA-U students used significantly more of the AAE discourse features than their EA-R peers (p = .005) but not their EA-U peers (p = .188). This seemed to support our original hypothesis that greater sociolinguistic mixing might have occurred for the urban students who attended school together. Post hoc analyses of grade-level differences, however, were not significant when comparing fourth and sixth graders (p = 1.000), fourth and ninth graders (p = .094), or sixth and ninth graders (p = .394). The significant interaction effect appeared to reflect a pattern in which the composite feature mean score for AA-U students showed little change from fourth to sixth grades but then jumped at ninth grade, which was consistent with our age-related hypothesis. In contrast, this composite mean score increased slowly across grades for the Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Pragmatic Features of African American Written Narratives EA-U students and changed minimally across the three grades for the EA-R students. These differences in pattern of grade-level differences, as well as the significant group differences, are apparent in Figure 1. We then considered that the results based on coding totals might have been confounded by differences in the total numbers of utterances across grade level, which could influence mean total feature use per story. To investigate this possibility, we ran a separate ANOVA to analyze the total number of utterances as the dependent variable and group and grade level as the independent factors. In this case, significant main effects for Group, F(2, 82) = 6.169, p = .003; Grade, F(2, 82) = 23.016, p = .0001; and Group × Grade interactions, F(4, 82) = 3.709, p = .008, were found again. The post hoc analyses for Group did not reach significance for any of the pairwise comparisons related to total utterances, but the Grade-level comparisons showed significant differences between fourth and sixth grades and between fourth and ninth grades (p = .0001) but no differences between sixth and ninth grades (p = 1.000). Because of evidence that the AAE pragmatic feature total composite score may have been 103 confounded by the significant grade-level differences in total utterances, we conducted another ANOVA using the number of utterances as a covariate. When controlling for utterance length for this significant covariate (p = .005), only Group remained significant, F(2, 81) = 7.582, p = .001. The main effects for Grade (p = .208) and the Group × Grade interaction (p = .131) were no longer significant. This led us to rerun the one-way ANOVA using the composite variable that was standardized as a percentage of total utterances (T-units) as the dependent variable (see Table 5 for means and standard deviations). This analysis showed a significant main effect for Group, F(2, 82) = 4.969, p = .009, but not for Grade (p = .591) or Group × Grade interactions (p = .746). In this case, post hoc analysis revealed significant differences between the composite percentage values for the AA-U and EA-U groups (p = .031), as well as for the AA-U and EA-R groups (p = .016). The difference between the EA-U and EA-R groups was not significant (p = 1.000). These relationships are illustrated in Figure 2, which shows the significantly higher AAE pragmatic feature composite scores for the African American students. It also shows the similarities between the Figure 1. Illustration of the Group × Grade interaction effect for mean African American English composite raw score totals. Sample sizes are unequal. AA = African American; AA-U = African American urban; EA-R = European American rural; EA-U = European American urban. Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. 104 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 Figure 2. Illustration of significantly higher mean composite scores for AAE feature use by the AA-U group when scores were standardized by calculating the proportion of AAE codes per total T-units. Sample sizes are unequal. AA = African American; AA-U = African American urban; EA-R = European American rural; EA-U = European American urban. two European American groups (urban and rural). Subsequent one-way ANOVAs were conducted for each of the key pragmatic variables listed in Table 3. The one-way ANOVAs for three of the AAE feature use variables (standardized as % per utterance) were significant. These were parallelism (PLL%), F(2, 88) = 4.781, p = .011, cultural references (CREF%), F(2, 88) = 11.259, p < .0001, and topic associative shift (TOPS%), F(2, 88) = 3.277, p = .042. However, in this case, findings of unequal variance led us to use of Games-Howell’s (rather than Bonferroni’s) statistic for the post hoc analyses. In these analyses, pairwise comparisons for the PLL% variable did not reach significance when comparing the AA-U students with either the EA-U (p = .102) or EA-R (p = .090) group. On the contrary, when the two EA subgroups were collapsed, the independent t test for group differences on the PLL% variable (equal variance not assumed, with adjusted degrees of freedom in parentheses and effect sizes calculated as Cohen’s d) was significant, t(36.505) = 2.256, p = .030, d = .75. Post hoc Games-Howell analyses for the CREF% variable showed significant differences between AA-U and EA-U students (p = .008) and between AA-U and EA-R students (p = .011). In addition, the independent t test for the CREF% variable, equal variances not assumed, showed t(29.277) = 3.167, p = .004, d = 1.17. Finally, post hoc analyses for the TOPS% variable did not reach significance for comparison either of the AAU and EA-U or AA-U and EA-R pairs (p = .202 in both cases). Also, the independent t test, equal variances not assumed, t(29) = 1.756, p = .090, d = 0.65, did not reach significance. The second research question asked whether there were differences in the use of the more generic GAE pragmatic features in the narrative samples completed by African American students and two groups of European American peers. The hypothesis for these more general features was that differences would not be found, adding credence to findings of differences for the other variable set (from Table 3) that were associated in the literature more uniquely with AAE discourse. To answer this question, we examined the composite scores for the set of microcoded percentage standardized variables in Table 4. In this case, neither Group (p = .246) nor Grade level (p = .098) had a significant effect on feature use, supporting the hypothesis of no difference for features that were not specific to the literature on AAE. We also examined individual micro-pragmatic Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Pragmatic Features of African American Written Narratives structures, and no individual feature showed significant group differences. DISCUSSION In this study, the writing samples of urban African American students in Grades 4, 6, and 9 were examined to answer questions about whether they demonstrated greater use of AAE pragmatic discourse features than their same-grade European American peers in the same urban or a nearby rural school district. The data revealed that most of the AAE pragmatic features coded were used in written narratives by both African American and European American students. When story length was controlled by dividing the total number of tokens for each code by the total number of utterances in the sample, the results showed that the African American students used the composite AAE discourse features in their written narratives significantly more frequently than their European American peers (urban or rural). The two specific features that emerged as being used significantly more by the African American students than the European American students were parallelism and culture references. On the contrary, consistent with our hypothesis related to the second research question, the African American and European American students did not differ in their use of the GAE discourse features, such as direct quotes and indirect quotes. Ongoing questions about sociolinguistic borrowing One finding of this study was that both the urban African American and European American students (rural and urban) used discourse features summarized in Table 3 that had been documented in prior literature as characteristic of the AAE oral tradition (Champion, 2003; Smitherman, 2000). From a sociolinguistic perspective, we expected that the urban European American students might be more likely to do this than the rural European American students because of having had greater linguistic contact with speakers of AAE through their school years. When using 105 simple frequency counts, this hypothesis initially appeared to be supported for the African American and European American students in the ninth grade in the urban school district (see Figure 1). That is, according to simple frequency counts, ninth-grade students in those groups appeared to be more alike than the African American and EA-R students. After controlling for story length, however, the Group × Grade interaction effects disappeared and it was apparent that differences in frequency usage were between the African American students and both groups of European American students. The failure to support the hypothesis of cultural-linguistic contact (or borrowing) could be explained in several ways. One possibility is that contact between the African American and European American students in the urban schools was insufficient to lead to borrowing of pragmatic features, especially in written narratives. Issues of group separation associated with racial identity have been explored in prior literature (e.g., Tatum, 1997). Caution, however, should be exerted in drawing such conclusions from this relatively small data set, gathered in one Midwestern region of the United States. The most important finding from this study was the evidence that the African American students showed more frequent use of a selected set of features that have been traced through generations of African American families and are associated with the pragmatics of AAE (Champion, 2003; Smitherman, 2000). This finding was specific to the composite score for the AAE discourse features summarized in Table 3. It did not apply for the more generic set of GAE discourse features in Table 4. It held even when the feature codes were standardized for story length. Post hoc analyses added further support for the higher proportional use of parallelism and cultural references by the African American students. These results also could be interpreted reciprocally as suggesting that the majority of features in Table 3 are used by European American and African American students. For example, ideophones, figurative language (other than that classified as making Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. 106 TOPICS IN LANGUAGE DISORDERS/JANUARY–MARCH 2015 cultural references), and direct address could be argued to be generic discourse features that cut across all students’ written discourse. Alternatively, their use across groups could be interpreted as supporting the hypothesis of greater cultural-linguistic borrowing within the 21st century than in earlier decades. Future studies should expand on this work to determine whether parallelism and cultural references prove to be distinctive features in the written narratives of African American students in other geographic regions or to compare samples gathered across decades directly. Repeating Smitherman’s (2000) analyses of stories written across the nation for the NAEP also would be timely and could add understanding about the generalizability of these findings and the tenability of the cultural-linguistic borrowing hypothesis. Current inventories of unique African American discourse features may be more limited than the inventory lists generated in the 1960s and 1970s, when Smitherman’s original work was conducted. Moving beyond an inventory list of discourse features and tokens of use, future research also should explore features such as figurative language use that appear to be shared. Deeper analyses may show that features used by European American students appear on the surface to be like the features used by African American students, but turn out, upon closer analysis, to lack some of the subtle elements that add to the richness of the African American oral tradition. Some examples of cultural references and parallelism from our students’ written works can make this point best. Examples of cultural references included, “She was brought up to never step down [CREF] from a female or male,” and “Laura knew she could sing [CREF].” Parallelism examples included, “and all she could think about was that sixth grade was such a drag, that she hated her family, that she hated her teacher [PLL],” and “it got faster and faster and faster [PLL] until I crashed into the dock.” When differentiating oral and written communication, Tannen (1983) described parallelism (in the general population) as associ- ated with the rhythms of oral communication. She observed further that the same speakers who use parallelism in oral conversation would be likely to communicate the same information without the parallelism in writing. Tannen was making the point that literary language (such as narratives and poetry) might have more in common with oral conversation than expository written language. She noted that this may be because literary language is “dependent for its effect on interpersonal involvement” (p. 90). Tannen added that “Successful writing requires not the production of discourse with no sense of audience but rather, the positing of a hypothetical reader and playing to the needs of that audience” (p. 91). The greater use of parallelism by the African American authors could be viewed as a strategy for connecting interpersonally with their audience when writing. Implications for writing assessment and instruction The findings of this study support a conclusion that some features of the African American oral tradition continue to influence the written language of African American students into the 21st century, even though post hoc analyses showed that the list may be shorter than in the past. Specifically, significant differences were limited to codes for cultural references and parallelism in this study’s post hoc analyses. It is good news that neither of these features would be likely to be perceived by teachers as evidence of problems, as might be more likely if students were to use morphosyntactic variants typical of AAE. In this study, only the use of topic shifting, which was significantly different between the African American students and the collapsed urban and rural groups of European American students, might be viewed as a problem by teachers who do not recognize it as a culturallinguistic variation. Care should be taken that such features not be penalized. They reflect cultural-linguistic diversity rather than problems of story construction. In any case, culturally specific pragmatic features should be recognized and encouraged for the richness Copyright © 2015 Wolters Kluwer Health, Inc. Unauthorized reproduction of this article is prohibited. Pragmatic Features of African American Written Narratives that they may add to writing pieces and their manner of connecting the author to the audience. One interesting issue that arose during coding was that European American coders tended to code instances of cultural references as figurative language, whereas the African American coder tended to code these same utterances of cultural references, perhaps showing greater sensitivity to subtle cultural differences in expression. This issue has implications for future research. Although being a native speaker of a given language or dialect does not equate to scholarly expertise, it may be beneficial to employ research teams that reflect various sociolinguistic backgrounds (as in this study) or to utilize native speakers as consultants (e.g., Oetting & Gar- 107 rity, 2006; Oetting & McDonald, 2001). These strategies may be particularly important when the topic is semantic or pragmatic in nature, making coding decisions more subtle. 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