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Age and Gender Variation in the Use of Take Care Among Educated Nigerian English Speakers

Cite this article as: Adedun, E. A., Ojo, T. G., Oreoluwa, B. O., &Feranmi-Ojo, T. A. (2026). Age and gender variation in the use of take care among educated Nigerian English speakers. Sokoto Journal of Linguistics and Communication Studies (SOJOLICS), 2(2), 242-254. https://doi.org/10.36349/sojolics.2026.v02i02.022

By

Prof. Emmanuel Adedayo Adedun

Department of Languages, Mountain Top University, Ogun State,

eaadedun@mtu.edu.ng

and

Tolulope Grace Ojo

Department of Languages, Mountain Top University, Ogun State,

gtojo@mtu.edu.ng

and

Dr. Beatrice Osaro Oreoluwa

Department of Languages, Mountain Top University, Ogun State,

booreoluwa@mtu.edu.ng

and

Toyin Abigail Feranmi-Ojo

Department of English and Literary Studies, Federal University, Oye-Ekiti.

toyin.feranmi-ojo@fuoye.edu.ng

Abstract

This study investigates age and gender variation in the use of take care among 150 educated Nigerian English speakers. It deploys Malinowski's (1923) phatic communion and Coupland et al.'s (1992) negotiation perspective. Data were collected through a Google Form questionnaire measuring social variables and self-reported usage frequency on a 5-point scale. The sample included four age categories (13–19, 20–35, 36–55, 56+ years) with 64% females and 36% males, and 98% holding higher education qualifications. The findings in this paper reveal three patterns. First, an age-graded pattern emerged in which teenagers (13–19) used take care most frequently (43.8% frequent use), usage declined across the lifespan, and age-group of (56+) showed the highest non-user proportion (27.3%). Second, gender differences were evident where females used the phrase more frequently than males (47.9% and 38.9% high-frequency users), with no female reporting non‑use compared to 5.6% of males. Third, educational homogeneity (98% higher education) precluded meaningful comparison across education levels. The study also explains a usage‑interpretation paradox in which teenagers use the phrase most often yet doubt its sincerity from authority figures, thereby reflecting the negotiated nature of phaticity.

Keywords: Phatic Communion, Age, Gender, Education, Nigerian English.

1. Introduction
Language serves not only to convey information but also to establish and maintain social relationships. Among the many routine expressions in everyday English, take care occupies a distinctive position as a common closing formula in face‑to‑face conversations, telephone calls, emails, and digital messages. Although often taken for granted, its use reflects important interpersonal functions related to goodwill, politeness, and relationship maintenance.

Sociolinguistic research has consistently shown that language use is systematically influenced by social variables such as age and gender (Labov, 1994). While much attention has been given to phonological and grammatical variation, less is known about how routine phatic expressions vary across social groups. Expressions like take care are particularly significant because they help sustain social cohesion. Their frequency of use may differ by age and gender reflecting broader patterns of communicative preference and social identity.

Nigeria provides a valuable context for investigating such variation. As one of the largest English‑speaking nations, Nigeria has developed distinctive varieties of English shaped by local cultural norms (Bamgbose, 1971; Gut, 2012).

The significance of popular culture as a site for sociolinguistic inquiry as established by Adedun's (2010) analysis of Nollywood films provides a methodological foundation for this study. As Adedun demonstrated that linguistic choices in Nigerian popular culture reveal underlying ideologies about identity and social relationships, this study posits that even seemingly mundane phatic expressions like take care among educated Nigerians similarly reflect broader patterns of social meaning-making, generational change, and gendered communicative norms within the Nigerian English repertoire.Extending this line of inquiry, Ojo and Amuta (2026) conducted a sociolinguistic analysis of speech acts in Ola Rotimi's The gods Are not to Blame to reveal how directive and expressive speech acts function as instruments of power and emotional identity within Yoruba cultural contexts. Their findings that authority figures predominantly employ directives to exercise control, while emotionally charged expressives reveal characters' psychological states, underscore the intricate relationship between language and social hierarchy in Nigerian discourse. This research further reinforces that pragmatic features, whether in dramatic dialogue or everyday interaction, are systematically shaped by social position, cultural expectations, and communicative context. English is widely used in educational, professional, and digital domains thereby making it a central medium of interaction among educated Nigerians. By examining how common expressions like take care are used can therefore shed light on how global English forms are locally appropriated.

English is widely used in educational, professional, and digital domains thereby making it a central medium of interaction among educated Nigerians. By examining how common expressions like take care are used can therefore shed light on how global English forms are locally appropriated. This study is anchored in Malinowski’s (1923) concept of phatic communion language whose primary function is to create “ties of union” between speakers and its extension by Coupland et al. (1992), who argue that phaticity is negotiated in interaction. From this perspective, take care is understood as a phatic device whose frequency and interpretation may vary across age and gender groups. It investigates variation in the frequency of take care usage among 150 educated Nigerians. Specifically, it examines how age and gender are associated with differences in self‑reported use of the expression. By focusing on this understudied discourse‑pragmatic feature, the study contributes to research on sociolinguistic variation in Nigerian English and illustrates how phatic communion operates across different social groups

2. Literature Review

2.1. Age and Language Variation

Age is one of the most extensively studied social variables in sociolinguistics. Research has consistently shown that language use varies across generations and different stages of life (Labov, 1994). Two major processes account for age-related linguistic variation: age grading and generational change. Age grading refers to linguistic changes that occur as individuals move through different stages of life, whereas generational change involves long-term shifts in community language patterns as younger speakers adopt forms that older speakers may not use (Eckert, 1997; Labov, 1994).

Studies of discourse-pragmatic features have demonstrated that age significantly influences the use of routine conversational expressions. Pichler (2013, 2016), for example, found that discourse markers such as I don't know, you know, and well vary systematically across age groups in British English. Younger speakers tend to employ certain discourse-pragmatic features more frequently than older speakers, reflecting changing communicative practices and interactional preferences. These findings suggest that age may also influence the frequency with which speakers use phatic expressions such as take care.

2.2. Gender and Language Variation

Gender has long been recognized as an important factor in linguistic variation. Lakoff (1975) argued that women's language is often characterized by greater politeness, interpersonal sensitivity, and rapport-building strategies. Although subsequent studies have challenged some aspects of Lakoff's claims, research generally supports the view that women are more likely than men to employ linguistic forms that promote social cohesion and relationship maintenance (Eckert & McConnell-Ginet, 2013; Tannen, 1990).

Maltz and Borker (1982) further explained gender differences in communication by proposing that boys and girls acquire different conversational norms during childhood socialization. According to their view, girls tend to use language to establish and maintain relationships, whereas boys are more likely to use language to negotiate status and authority. However, later studies have shown that gendered language behaviour is influenced by social context, power relations, and cultural expectations rather than by gender alone (Mesthrie, 2011). Consequently, the extent to which gender influences the use of phatic expressions such as take care remains an empirical question that warrants investigation within specific sociocultural settings.

2.3. Education and Language Variation

Education is another social variable that may influence language use. Educational institutions expose individuals to formal communicative practices, diverse linguistic norms, and wider social networks. As a result, educational attainment may shape speakers' awareness and use of conventional linguistic forms. However, discourse-pragmatic features differ from grammatical or lexical forms because they are primarily acquired through everyday social interaction rather than formal instruction.

Previous studies have produced mixed findings regarding the relationship between education and pragmatic language use. While higher levels of education may increase exposure to formal communicative conventions, the use of phatic expressions is often shaped more strongly by social relationships and interactional contexts than by educational attainment. Consequently, the influence of education on the use of expressions such as take care remains insufficiently explored and requires further empirical investigation.

2.4. Nigerian English and Pragmatic Variation

Nigerian English has been widely recognized as a distinct variety of World Englishes with identifiable phonological, lexical, and syntactic features (Bamgbose, 1971; Gut, 2012; Jowitt, 1991). However, comparatively less attention has been devoted to pragmatic variation and the ways in which Nigerians employ English to manage social relationships and interactional goals.

Studies of communication in Nigeria have shown that politeness, respect for hierarchy, and indirectness are important features of interaction across many cultural settings (Adegbija, 1989; Oyetade, 1995). The investigation into sociolinguistic factors that shape meaning-making in Nigerian contexts as explored by Adedun and Ojo (2026) in their study of translation shifts in Yoruba proverbs provides a valuable parallel for understanding how global English phrases like take care are locally appropriated. They demonstrated that sociolinguistic pressures influence how proverbs are translated and understood across contexts, this study reveals that the frequency and interpretation of take care among Nigerians is similarly shaped by age, gender, and the shared cultural expectations about appropriate phatic communication within Nigerian social hierarchies. These sociocultural values often influence the selection and interpretation of linguistic expressions. Furthermore, contemporary processes such as urbanization, globalization, and digital communication continue to shape communicative practices, particularly among younger and highly educated speakers.

Although the expression take care has received little scholarly attention within Nigerian English, its use can be understood within the broader framework of phatic communication. As a routine leave-taking expression, it serves to maintain social bonds and express goodwill while facilitating the closure of interaction. Given the influence of age, gender, and sociocultural expectations on communicative behaviour, it is reasonable to expect variation in the frequency of its use among different groups of Nigerian English speakers.

2.5. Research Gap

While extensive research has examined age and gender variation in phonological, lexical, and grammatical features of Nigerian English (Bamgbose, 1971; Jowitt, 1991; Gut, 2012), and while studies on Nigerian pragmatics have explored politeness, address forms, and indirectness (Adegbija, 1989; Oyetade, 1995), routine phatic expressions, particularly common closing formulas such as take care have received little empirical attention. Internationally, discourse‑pragmatic variation has been studied for expressions like you know and I don't know (Pichler, 2013, 2016), but equivalent investigations are lacking for Nigerian English. Furthermore, existing research on phatic communion (Malinowski, 1923; Coupland et al., 1992) has largely focused on Western contexts, leaving open the question of how phatic markers are distributed across age and gender groups within a postcolonial, multilingual setting like Nigeria. The present study addresses this gap by providing the first descriptive account of age and gender variation in the self‑reported frequency of take care usage among educated Nigerian English speakers.

3. Methodology

3.1. Research Design

This study employed a cross-sectional survey design to investigate variation in the frequency of take care usage among educated Nigerians. The cross-sectional design was appropriate because it allowed the collection of quantitative data from respondents across different demographic groups at a single point in time. It enables the descriptive comparisons by age, gender, and education. The study is descriptive and exploratory in nature; it does not test causal or inferential hypotheses but rather documents patterns of self-reported usage.

3.2. Population and Sampling Procedure

The target population consisted of educated Nigerians who use English in everyday communication. A convenience sampling method was employed due to the exploratory nature of the study and the practical constraints of accessing a geographically dispersed population. The sample was drawn through digital distribution of a Google Form link through social media platforms (WhatsApp, Telegram) and email lists targeting professional and academic networks.

The inclusion criteria were: (a) self-identification as Nigerian, (b) age 13 years or above, and (c) ability to complete the questionnaire in English. No exclusion criteria were applied beyond incomplete responses. A total of 150 complete responses were retained for analysis. The sample size was determined by the number of valid responses received within the data collection period (four weeks), not by a priori power analysis, consistent with the descriptive aims of the study.

3.3. Instrumentation

Data were collected using a structured, self-administered questionnaire designed specifically for this study. The questionnaire was implemented electronically through Google Forms and consisted of two sections.

Section A (Demographic information) elicited age (categorical: 13–19, 20–35, 36–55, 56+ years), gender (male/female), and highest educational qualification (no primary school, primary school, secondary school, higher institution).

Section B (Frequency of Take care usage) contained a single item: “How frequently do you use the phrase take care in your everyday communication?” Responses were measured on a five-point Likert-type scale: 1 = Never, 2 = Rarely, 3 = Occasionally, 4 = Frequently, 5 = Very Frequently.

3.4. Validity and reliability: 

The questionnaire was subjected to face validity review by two linguists from the Department of Languages, Mountain Top University, who assessed the clarity, relevance, and appropriateness of the items. Minor wording adjustments were made based on their feedback. To assess reliability, the questionnaire was pilot-tested with 20 respondents who were not included in the final sample. The pilot indicated no ambiguity in interpretation. Because the dependent variable is a single-item measure, internal consistency (e.g., Cronbach’s alpha) is not applicable; however, the stability of responses was checked by re-contacting 10 pilot respondents after two weeks, all of whom provided identical frequency ratings.

3.5. Procedure for Data Collection

The Google Form link was distributed electronically over a four-week period (January–February, 2026). The survey opening page included a brief introduction explaining the purpose of the study, an assurance of anonymity, and a statement that completion and submission of the form constituted informed consent. Participation was voluntary, and no personally identifiable information (e.g., name, email address, IP address) was collected. Respondents could withdraw at any point before submitting by simply closing the form. Completed responses were automatically recorded in a linked Google Sheet, which was later exported to SPSS for analysis.

3.6. Ethical Considerations

The study adhered to basic ethical principles for survey research. All respondents were informed of the voluntary nature of participation and the confidentiality of their responses. No identifying information was collected, ensuring anonymity. Data were stored securely on a password-protected computer accessible only to the research team. The study did not involve any experimental manipulation, deception, or sensitive personal data beyond demographic categories. Because the research involved minimal risk and anonymous, voluntary participation, formal ethics board approval was not required under institutional guidelines for non-interventional survey research.

3.7. Method of Data Analysis

Data were exported from Google Sheets to SPSS (version 26) for analysis. Only descriptive statistical techniques were employed, consistent with the study’s exploratory and descriptive aims. Specifically: Frequencies and percentages were used to summarize demographic characteristics and the distribution of responses for take care usage frequency across the whole sample. Means and standard deviations were calculated for age, gender, education (coded numerically), and usage frequency to provide central tendency and dispersion. Crosstabulation tables were generated to examine the distribution of usage frequency across age groups, gender categories, and education levels. These tables show raw counts and percentages within each demographic subgroup. No inferential statistical tests (e.g., chi-square, t-tests, ANOVA, regression) were conducted. Therefore, no claims about statistical significance, prediction, causality, or population generalization are made. Any observed differences between groups (e.g., between age groups or genders) are reported as descriptive patterns within the sample only. The use of terms such as “more frequent” or “higher usage” refers strictly to the observed sample frequencies, not to statistically significant population differences. The findings are interpreted through the lens of phatic communion (Malinowski, 1923) and its extension by Coupland, Coupland, and Robinson (1992) as a negotiable dimension of talk. This framework is not used as a testable model but as an interpretive resource to make sense of the observed descriptive patterns. Specifically, the concepts of “ties of union” (Malinowski) and “negotiated phaticity” (Coupland et al.) help explain why different age and gender groups might report different usage frequencies for example, why teenagers might use the phrase frequently yet doubt its sincerity from authority figures. The theoretical framework thus informs the discussion of findings rather than dictating the analytical procedures.

3.8. Limitations of the Methodology

Several limitations should be acknowledged. First, the convenience sampling method and the relatively small sample size (n=150) mean that findings are not statistically generalizable to all educated Nigerians. Second, the extreme educational homogeneity (98% higher education) precludes any meaningful comparison by education level. Third, the single-item, self-reported frequency measure is subject to recall bias and social desirability bias (respondents may over- or under-report usage). Fourth, the cross-sectional design captures usage at one time points only, offering no insight into change over time. Fifth, the absence of qualitative data (e.g., interviews or recorded natural speech) means we cannot verify actual usage patterns or explore the meanings respondents attach to take care. Future research should address these limitations through probability sampling, more diverse educational representation, observational methods, and qualitative interviews.

4. Theoretical Framework: Phatic Communion

This study is anchored in the theory of Phatic Communion, first proposed by Malinowski (1923). The concept emerged from Malinowski's observations of everyday communication during his ethnographic studies of the Trobriand Islanders. He observed that much of ordinary language is used not primarily to exchange information but to establish, maintain, and reinforce social relationships. According to Malinowski (1923), phatic communion refers to “a type of speech in which ties of union are created by a mere exchange of words” (p. 315). In such interactions, the social function of language is often more important than the informational content of the message.

Phatic expressions include greetings, leave-taking formulas, small talk, and other routine conversational exchanges that help sustain social bonds among speakers. These expressions contribute to interpersonal solidarity by signalling friendliness, goodwill, politeness, and social affiliation. Although they may appear trivial, they play an important role in maintaining social cohesion and facilitating smooth interaction within a speech community. The significance of Malinowski's concept was later extended by Jakobson (1960), who incorporated the phatic function into his model of language functions. According to Jakobson, the phatic function refers to language used to establish, maintain, prolong, or terminate communication between interlocutors. This perspective highlights the role of language not only in conveying information but also in managing social interaction and maintaining communicative contact.

The theory is particularly useful for explaining why the expression may occur with varying frequency across different social groups. Since phatic expressions are closely connected to interpersonal relations and communicative practices, factors such as age, gender, and educational background may influence how frequently speakers employ them. The framework therefore provides a suitable basis for examining the sociolinguistic distribution of take care among educated Nigerians and for understanding the social functions associated with its use in contemporary Nigerian English.

5.0 Data Presentation and Analysis

TABLE 1:

Descriptives

Descriptive Statistics

 

N

Minimum

Maximum

Mean

Std. Deviation

AGE

150

1.00

4.00

1.9667

.87021

GENDER

150

1.00

2.00

1.6400

.48161

EDUCATION

150

3.00

4.00

3.9800

.14047

HFU

150

1.00

5.00

3.3333

.91715

Valid N (listwise)

150

 

 

 

 

The descriptive statistics in table 1 summarizes 150 respondents. The mean age code of 1.97 (approximately 2) indicates that the average respondent falls within the 20–35 age group. The standard deviation (0.87) shows moderate dispersion around this mean. For gender, the mean of 1.64 reflects the higher proportion of female respondents (64%) compared to males (36%). Education has a mean of 3.98 with a very low standard deviation (0.14) confirming that nearly all respondents hold higher education qualifications. The mean frequency of take care usage (HFU) is 3.33, which falls between “Occasionally” (3) and “Frequently” (4), indicating that respondents on average use the phrase with moderate regularity.

 

TABLE 2

AGE * HFU (How frequently do you use the phrase 'take care'?) Crosstabulation

Count

 

HFU (How frequently do you use the phrase take care?)

Total

1.00

2.00

3.00

4.00

5.00

AGE

1.00

1

10

10

21

6

48

2.00

1

12

30

21

6

70

3.00

0

0

12

8

1

21

4.00

1

2

4

4

0

11

Total

3

24

56

54

13

150

 

In table 2, across the whole sample, the most common responses were “Occasionally” (56 respondents, 37.3%) and “Frequently” (54 respondents, 36.0%). Among teenagers (13–19 years, n=48), 21 respondents (43.8%) reported “Frequently” and 6 (12.5%) reported “Very Frequently.” Among young adults (20–35 years, n=70), the most frequent response was “Occasionally” (30 respondents, 42.9%). Among middle-aged respondents (36–55 years, n=21), 12 (57.1%) selected “Occasionally” and 8 (38.1%) selected “Frequently”; none selected “Rarely” or “Never.” Among seniors (56+ years, n=11), the responses were more varied: 1 “Never,” 2 “Rarely,” 4 “Occasionally,” and 4 “Frequently”; none selected “Very Frequently.”

TABLE 3

GENDER * HFU (How frequently do you use the phrase take care?) Cross tabulation

Count

 

HFU (How frequently do you use the phrase 'take care'?)

Total

1.00

2.00

3.00

4.00

5.00

GENDER

1.00

3

8

22

17

4

54

2.00

0

16

34

37

9

96

Total

3

24

56

54

13

150

 

From table 3, for male respondents (n=54), the most common response was “Occasionally” (22, 40.7%), followed by “Frequently” (17, 31.5%). Three males (5.6%) reported “Never.” For female respondents (n=96), the most common response was “Frequently” (37, 38.5%), followed closely by “Occasionally” (34, 35.4%). No female respondent reported “Never.” Among “Very Frequent” users (5.00), females accounted for 9 responses (9.4% of females) and males 4 responses (7.4% of males).

 

TABLE 4

EDUCATION * HFU (How frequently do you use the phrase take care?) Cross tabulation

Count

 

HFU

Total

1.00

2.00

3.00

4.00

5.00

EDUCATION

3.00

0

0

2

1

0

3

4.00

3

24

54

53

13

147

Total

3

24

56

54

13

150

 

Table 4 examines the relationship between the respondent's Education Level and HFU (How Frequently they use the phrase take care). Only 3 respondents (2.0%) had secondary school as their highest educational level; the remaining 147 (98.0%) held higher education qualifications. Because the secondary school sub-sample is extremely small (n=3), no meaningful comparison between education groups is possible. The distribution for the higher education group closely mirrors the overall sample totals.

6. Discussion of Findings

The findings of this study reveal the following:

1. The age-related differences suggest a possible age-graded pattern in phatic repertoire, at least within this sample. Teenagers may use take care more often as a tool for peer bonding and identity formation in digital and face‑to‑face interactions. Young adults, navigating professional and academic contexts, may moderate their usage toward more conventional, less frequent deployment. Seniors, who developed their communicative habits in earlier decades, may prefer alternative closing formulas (e.g., Goodbye, God bless) or feel less need for frequent phatic maintenance. Interpreted through Malinowski’s (1923) concept of phatic communion, these patterns indicate that the same linguistic form can carry different relational weight across age groups.

2. Gender difference is consistent with a large body of sociolinguistic research suggesting that women tend to orient more strongly toward relational and politeness language (Lakoff, 1975; Tannen, 1990). Within this Nigerian sample, the pattern may also reflect local cultural expectations about female communicative propriety and attentiveness to social bonds. However, because the data are self-reported and cross-sectional, these interpretations remain speculative. The absence of “Never” responses among females could indicate a stronger sense of obligation to use phatic closings, but this would need to be tested with observational or qualitative methods.

The sample for education was highly homogeneous. 98% held higher education qualifications. This means that any comparison by education level is not meaningful. The observed patterns of take care usage therefore reflect the norms of educated Nigerians specifically, not Nigerian English speakers as a whole. The study cannot determine whether less educated Nigerians use the phrase more or less frequently, nor whether class‑based differences exist. This limitation is acknowledged, and no claims about education effects are made.

Coupland, Coupland, and Robinson’s (1992) negotiation perspective helps explain a curious pattern suggested by the data in which teenagers report using take care most frequently, yet qualitative observations (not systematically collected in this survey) from the research team’s earlier pilot discussions indicated that some teenagers doubt the sincerity of take care when used by authority figures such as teachers or parents. This usage‑interpretation paradox illustrates that phaticity is not a fixed property of the phrase itself. Among peers with symmetrical power, take care may function as a genuine phatic bond. In hierarchical interactions, the same words may be interpreted as conventional or even insincere. Nigerian cultural values of respect for hierarchy and indirect communication (Oyetade, 1995; Adegbija, 1989) likely further shape this negotiation.

7. Conclusion

This study set out to describe how the frequency of take care usage varies by age, gender, and education among a sample of 150 educated Nigerians, using a cross-sectional survey design. The findings, based on descriptive statistics and crosstabulations indicate systematic differences by age and gender while educational variation could not be meaningfully examined due to sample homogeneity.

Within the sample, teenagers (13–19 years) reported the highest frequency of take care usage, with usage declining across older age groups. Older age group (56+ years) showed the highest proportion of non‑users. These age‑related patterns suggest generational or life‑stage differences in phatic repertoire. Females consistently reported higher usage frequencies than males, and no female respondent reported never using the phrase, whereas a small proportion of males did. This gender difference aligns with broader sociolinguistic findings about women’s greater orientation toward relational language, though it is documented here within a Nigerian English context.

The study’s theoretical contribution lies in demonstrating, through Coupland et al.’s (1992) negotiation perspective, that the same phatic form (Take care) may carry different relational weight across demographic groups and interactional contexts. The usage‑interpretation paradox observed among teenagers are high frequency of use but scepticism of its sincerity from authority figures exemplifies that phaticity is negotiated rather than fixed.

Several limitations must be emphasized. The convenience sample (n=150) and descriptive design do not permit statistical generalization. The extreme educational homogeneity (98% higher education) means the findings reflect only educated Nigerian English norms. Self‑reported frequency data are subject to recall and social desirability biases. No qualitative or observational data were collected to verify actual usage patterns.

Future research should employ probability sampling, include respondents with a wider range of educational backgrounds, and combine survey methods with recorded natural conversations or semi‑structured interviews. Such studies would provide a fuller picture of how take care and other phatic expressions operate in Nigerian English across different social strata and interactional settings.

Despite these limitations, this study establishes that even a seemingly minor phatic marker like take care exhibits systematic sociolinguistic patterning by age and gender among educated Nigerians. The findings contribute to the growing literature on pragmatic variation in World Englishes and affirm that phatic communion remains a productive lens for understanding how social identity shapes everyday language use in contemporary, digitally‑connected speech communities.

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