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Appalachian English

Appalachian English is a group of dialect varieties of American English spoken primarily in the central and southern Appalachian Mountains region, spanning parts of West Virginia, Kentucky, Tennessee, Virginia, North Carolina, and adjacent areas.^[1] This dialect emerged from the settlement patterns of Scots-Irish, English, and German immigrants beginning in the 1730s, who migrated southward along the Appalachian frontier, blending their speech forms with subsequent American innovations.^[1] Unlike popular myths portraying it as an unchanged relic of Elizabethan English, empirical linguistic analysis reveals Appalachian English as a dynamic variety incorporating both retained archaic elements—such as certain grammatical structures—and novel features developed in the New World context.^[2] Key phonological characteristics include the pin-pen merger, where vowels in words like "pin" and "pen" are pronounced similarly; monophthongization of diphthongs, as in "ride" sounding like "rah'd"; and variable non-rhoticity in some subregions, alongside consistent "-ing" as "-in'" (g-dropping).^[1] Grammatically, it features distinctive elements like a-prefixing (e.g., "She's a-goin' to the store"), perfective "done" for completed actions (e.g., "He done finished it"), and existential "they" constructions (e.g., "They's a lot of work to do"), which reflect both Scots-Irish influences and independent evolutions not found uniformly elsewhere in American English.^[3]^[4]^[5] Lexically, terms like "poke" for paper bag or "reckon" for think derive from British dialects but many, such as "bald" for a treeless mountaintop, originated in American usage within the region.^[2] Sociolinguistic studies highlight Appalachian English's variation by class, ethnicity, and locality, with working-class speakers retaining more marked features, though the dialect faces stigma in educational and media contexts that often undervalue its systematic rules.^[6] Research by linguists like Walt Wolfram and Michael Montgomery underscores its role in broader Southern American English patterns while documenting unique Appalachian innovations, countering isolationist narratives with evidence of ongoing contact and change.^[7]^[8]

Geographic Distribution and Demographics

Regional Boundaries and Variability

Appalachian English encompasses the central and southern portions of the Appalachian mountain system, extending from parts of southern New York through Pennsylvania, Ohio, Maryland, West Virginia, Virginia, Kentucky, Tennessee, North Carolina, South Carolina, Georgia, Alabama, and into northern Mississippi, comprising approximately 423 counties as defined by the Appalachian Regional Commission.^[9] The core dialect area concentrates in West Virginia, eastern Kentucky, western North Carolina, and eastern Tennessee, where traditional features persist most robustly due to historical settlement patterns in isolated valleys and plateaus.^[10] Boundaries remain imprecise and gradient, as migration—particularly out-migration from rural to urban areas—has diffused features into adjacent regions like the Upland South and Midwest, blurring distinctions through dialect leveling.^[11] Internal variability manifests across subregions divided roughly into Northern, Middle, and Southern Appalachia, with Northern encompassing southern Pennsylvania and northern West Virginia, Middle focusing on central West Virginia and eastern Kentucky, and Southern covering western North Carolina, eastern Tennessee, and northern Georgia.^[12] These divisions correlate with physiographic features, such as the narrower Blue Ridge Mountains in the south fostering more uniform variants compared to the broader Appalachian Plateau in central areas, where terrain-induced isolation preserved localized speech patterns longer.^[13] Surveys of self-reported usage indicate a perceptual core in central-southern zones, with Northern speakers less likely to identify strongly with traditional forms than Southern counterparts, reflecting differential exposure to external linguistic influences via proximity to non-Appalachian dialects.^[14] Empirical mapping from projects like the Linguistic Atlas of the Middle and South Atlantic States reveals feature distributions as clines rather than discrete borders, with higher incidences of archaic retentions in remote ridge-top communities versus transitional valleys adjacent to lowland dialects.^[15] This gradient nature underscores how topographic barriers, such as steep ridges and narrow hollers, historically constrained intercourse between settlements, allowing subregional divergence while modern mobility erodes sharp divides.^[16]

Speaker Populations and Socioeconomic Factors

Appalachian English is spoken by an estimated 13 to 25 million individuals across the Appalachian region, which encompasses parts of 13 states and had a total population of approximately 26.1 million as of 2020.^[17]^[18] Speakers are disproportionately concentrated in rural counties, where the dialect maintains stronger presence amid lower rates of urbanization compared to national averages.^[19] These areas exhibit median household incomes of around $64,588, representing 82% of the U.S. figure, alongside persistently higher poverty rates—particularly among those under 25, at 19.2% to 22.1%—correlating with limited economic diversification beyond traditional sectors like coal mining and agriculture.^[20]^[21] Dialect retention correlates with socioeconomic isolation, as lower urbanization levels—contributing up to 10 percentage points to income gaps—preserve linguistic features in communities with reduced exposure to standard American English via migration or media.^[22] However, no evidence establishes direct causation between the dialect and poverty; rather, geographic barriers and historical economic dependencies foster both cultural persistence and economic stagnation independently.^[23] Rural speakers face dialect stigma in educational and professional settings, potentially exacerbating mobility challenges, though improvements in regional education and income since 2010 have narrowed some disparities without altering core retention patterns in isolated locales.^[24] Demographic trends indicate an aging speaker base, with the region's median age reaching 41.3 years by 2023, outpacing youth influx and signaling potential dilution of traditional forms.^[25] Heavy out-migration, especially of younger residents from rural counties, has led to population declines of up to 18% in some states like Kentucky between 1990 and 2010, further straining intergenerational transmission.^[26] Linguistic surveys reveal variability in vowel and grammatical features across generations, with urban-bound youth showing reduced adherence to markers like monophthongization, attributable to educational standardization and external influences rather than deliberate shift.^[4] Projections suggest accelerated depopulation in coalfield areas by 2050, potentially halving some county populations and weakening dialect vitality absent countervailing in-migration.^[27]

Phonological Characteristics

Vowel Shifts and Qualities

Appalachian English features prominent monophthongization of the diphthong /aɪ/, where words like "ride" are realized as [rɑːd] rather than [raɪd], as evidenced by acoustic analyses measuring formant trajectories in spectrograms from sociolinguistic interviews in eastern Tennessee.^[28] This process, part of the Southern Vowel Shift's first stage, shows Euclidean distances approaching zero between vowel onset and glide in rooted speakers, with monophthongal tokens reaching 90-100% in pre-voiceless contexts for some individuals.^[29] While /aʊ/ exhibits less consistent monophthongization, retaining a diphthongal quality starting near [ɑ] and gliding toward a centralized [ʊ]-like vowel in many speakers, variation ties to local identity rather than age or gender.^[30] The pin-pen merger, merging /ɪ/ and /ɛ/ before nasals to [ɪ̃] or [ɛ̃], occurs widely in Appalachian varieties, aligning with broader Southern patterns observed in national surveys where production data from hundreds of speakers confirm high incidence in rural inland regions.^[31] Acoustic realizations vary between [ɪ] and [ɛ] targets without strong geographic stratification within the South, but the merger's prevalence in Appalachia—evident in Upper Southern subregions—distinguishes it from non-merging dialects to the north.^[8] Unlike urban Northern dialects undergoing the Northern Cities Shift, Appalachian English avoids chain shifts involving raised /æ/ or lowered /ɑ/, instead preserving and advancing Southern Vowel Shift stages, including /aɪ/ monophthongization and front vowel reversals, as tracked across generations in Kentucky Plateau communities via formant plots from 30 speakers born 1884-1985.^[32] This retention of pre-shift Southern qualities, with 100% of studied speakers exhibiting mid-front vowel reversals and emerging /i/-lowering post-1930, underscores Appalachian varieties' alignment with rural Southern phonology over Northern innovations.^[32]

Consonant Patterns and Incidence

Appalachian English features intervocalic flapping of alveolar stops /t/ and /d/, where these consonants are realized as a brief tap [ɾ] between vowels, as in "city" pronounced [ˈsɪɾi] or "ladder" as [ˈlæɾɚ]. This process, common across North American varieties, has been acoustically analyzed in Appalachian speakers, showing flap realization influenced by stress and vowel quality, with durations distinguishing flaps from full stops in words like "whatever."^[33]^[34] Consonant cluster reduction is prevalent, especially in final clusters involving /t/ or /d/, such as /nt/ or /nd/, where the stop is frequently deleted (e.g., "first" as [fɜrs] or "hand" as [hæn]). Field studies report deletion rates of approximately 90% before following consonants and 30% before vowels, higher than in many mainstream varieties, based on conversational data from rural communities.^[30] This reduction extends to medial clusters and past-tense -ed endings, distinguishing Appalachian speech from standard forms while aligning with vernacular patterns observed in sociolinguistic corpora.^[1]^[35] Rhoticity, the pronunciation of /r/ in post-vocalic positions, characterizes most Appalachian varieties, with speakers typically retaining [ɹ] in words like "car" [kɑɹ] or "bird" [bɜɹd], unlike non-rhotic Southern coastal dialects. However, non-rhotic or variably rhotic realizations persist in isolated pockets, particularly among older speakers in certain valleys, where /r/ may be dropped or weakened (e.g., "far" as [fɑː]), contradicting claims of uniform rhoticity across the region.^[36]^[37]^[38] Additional allophonic variations include L-vocalization, where coda /l/ shifts to or [oʊ] (e.g., "coal" as [koʊ] or "school" as [skuw]), more frequent in casual speech and receding among younger urban migrants. Word-medial /z/ before nasals assimilates to or [d͡ʒ] (e.g., "business" as [ˈbɪdnəs]), a context-dependent process tied to speech rate, documented in phonetic analyses of natural discourse. These patterns emerge variably by age, gender, and locale, with field recordings emphasizing their embedding in rapid, conversational contexts rather than isolated elicitation.^[30]

Grammatical Structures

Pronouns, Demonstratives, and Possessives

In Appalachian English, the third-person singular neuter pronoun "it" frequently appears as "hit" in subject position, especially when stressed or sentence-initial, reflecting h-prothesis from older Scots-Irish and English varieties. This alternation is documented in vernacular speech samples from the Southern Appalachians, where "hit" serves as the nominative form in elicited contexts such as "Hit's rainin' hard today." ^[39] ^[40] Demonstratives deviate from Standard American English through the use of objective "them" as a plural form equivalent to "those," often in constructions like "them thar hills" or "Pass me them tools." This feature, traced to 14th-century English precedents and reinforced by Ulster Scots immigration, functions as both determiner and pronoun in informal registers. ^[41] ^[42] Sociolinguistic interviews in West Virginia communities reveal its primary alternation with "those" rather than "these," with quantitative analysis indicating higher rates among older speakers—up to consistent use in apparent-time cohorts born before 1950—followed by a sharp intergenerational decline as younger speakers favor standard alternatives amid stigma and leveling. ^[43] Possessive pronouns exhibit independent forms suffixed with -n in absolute positions, yielding "hisn," "hern," "yourn," "ourn," and "theirn," patterned after the analogy of "mine" to distinguish from adjectival uses. These occur in disjunctive phrases like "That's hisn, not yourn," but rarely before nouns, as in avoiding "hern book." ^[39] ^[8] Elicited data from Smoky Mountain speech corpora confirm their retention in rural, older informants' narratives, though frequency diminishes in structured interviews, signaling conservative vernacular markers tied to historical nasal suffixes in British dialects. ^[39]

Verb Morphology and Syntax

Appalachian English features double modals, constructions combining two modal verbs such as might could, may can, or might would, which layer modalities for nuanced expression of possibility, permission, or obligation.^[44] These occur primarily in informal speech, with might could conveying epistemic possibility alongside ability, as in "He might could fix it," reflecting a pragmatic softening not fully captured by single modals in standard English.^[45] Corpus analysis from the 1.2-billion-word Corpus of North American Spoken English (CoNASE) identifies double modals concentrated in Southern U.S. dialects, including Appalachian varieties, with naturalistic frequencies showing might can as more common than might could in some datasets, though the latter predominates in older Appalachian recordings at rates up to 0.5 per 1,000 modal occurrences.^[44]^[45] A-prefixing marks progressive aspect on verbs, attaching the prefix a- to present participles, as in "She's a-going to town" or "It was a-raining hard," deriving from Middle English adverbial prefixes rather than Scots-Irish or Gaelic influences as once hypothesized.^[46] This construction emphasizes ongoing action and is restricted to dynamic verbs, excluding statives, with syntactic constraints barring it before noun phrases or in non-progressive contexts.^[47] Historical evidence traces it to 17th- and 18th-century southern British settler speech, preserved in Appalachian isolation but absent in urbanizing areas, with usage varying by rurality and age in modern surveys.^[46] Perfective done functions as an adverbial intensifier for completed actions, as in "I done went home" or "They done ate already," adding emphasis to past perfect or simple past events beyond standard have-auxiliary forms.^[48] Sociolinguistic studies from the 1970s document higher frequencies among older Appalachian speakers, with occurrences dropping from over 20% in elderly rural informants to near zero in younger groups, indicating age-graded decline driven by education and media exposure.^[48] Recent analyses confirm this pattern persists, with perfective done stigmatized and receding in urban-adjacent communities, though retained in conservative rural pockets for emphatic narrative effect.^[4]

Nominal Constructions and Adverbs

Appalachian English employs distinctive nominal constructions for quantifying indefinite amounts, often using partitive phrases with nouns as measures of abundance rather than precise counts. Common examples include a heap of, a mess of, and a passel of, which denote large, unspecified quantities in contexts like food preparation or gatherings. For instance, a mess of greens refers to a substantial serving or collection of vegetables, while a passel of children indicates a group of unspecified size; these structures derive from older Southern English practices and persist in traditional speech patterns documented in regional linguistic analyses.^[39] Certain collective or mass nouns in Appalachian English exhibit atypical treatment, where historically plural forms function as singulars, yielding constructions interpretable as double plurals. A documented case is a cattle, used to denote a single animal from a herd, reflecting a semantic shift that blurs count-mass distinctions and aligns with conservative usages in isolated mountain communities.^[39] This pattern underscores a preference for concrete, experiential categorization over standardized grammatical plurality, as observed in Smoky Mountain varieties. Adverbs in Appalachian English frequently serve intensification and approximation, particularly in expressing degree or quantity. The adverb right acts as a versatile intensifier equivalent to "very" or "quite," as in right smart (meaning "a considerable amount") or right young (meaning "very young"), with usage rates higher in older rural speakers per sociolinguistic surveys.^[39] Similarly, powerful amplifies nouns or adjectives, yielding powerful many for "a great many," emphasizing hyperbolic quantity rooted in Scots-Irish substrate influences. Other forms like tolerable convey moderate intensification ("fairly" or "somewhat"), as in tolerable good, prioritizing contextual nuance over Standard English precision. These adverbial strategies facilitate vivid, scalar descriptions tied to everyday measurement and evaluation.

Lexical Inventory

Distinctive Terms and Semantic Fields

Appalachian English maintains a lexicon distinguished by terms rooted in everyday rural existence, many of which preserve older Scots-Irish or Elizabethan English usages while others represent regional innovations adapted to mountainous terrain and agrarian practices. The Dictionary of Southern Appalachian English, drawing from over 10,000 entries compiled from historical records, oral histories, and field data, documents vocabulary that emphasizes practicality over standardization, with frequent retentions like poke—a small bag or sack, derived from Middle English pok via Scots dialects and used for carrying groceries or game—contrasting with innovations tied to local ecology.^[49]^[50] Usage surveys in the Smoky Mountains indicate poke persists in 70-80% of rural speakers over age 50, declining among younger urban migrants due to commercial standardization.^[51] In agricultural semantic fields, terms reflect subsistence farming and preservation techniques suited to the region's climate. Tater hole denotes a dug-out cellar or pit beneath cabin floors for storing potatoes (taters, a phonetic variant of "potatoes") through winter, preventing spoilage in uninsulated homes; this practice, verified in 19th-century farm ledgers from eastern Tennessee, underscores adaptive storage absent in flatter terrains.^[52] Similarly, britches for trousers or overalls, from early modern English breeches, often pairs with context-specific modifiers like "tin britches" for rain gear made from metal, highlighting material improvisation in wet Appalachian soils.^[50] Kinship and social terms extend plural pronouns innovatively, such as younse (or youns'es), a possessive form of "you all" or "you ones," used as in "younse's young'uns" to denote collective family belongings; this evolves from Scots-Irish you uns, with dialect corpora showing 60% frequency in multi-generational households for emphasizing communal ties over individualistic Standard English equivalents.^[53] Yarb, a dialectal pronunciation of "herb," applies to wild medicinals like ginseng or sassafras gathered for remedies, retaining 17th-century English phonology (yerb > yarb) and documented in herbalist records from the 1800s as central to folk healing in isolated hollers.^[54] Topographical lexicon captures the rugged landscape, with cove referring to a sheltered valley or hollow flanked by ridges—distinct from broader Southern "bottoms"—and bald for unforested summits like Roan Mountain's grassy balds, terms retained from settler surveys in the 1700s and used in 90% of navigational descriptions in dialect atlases.^[55] These features illustrate retentions versus innovations: while cove echoes Scots topography, bald innovates to describe unique high-elevation meadows, with etymological ties to "bare" landforms verified in geological ethnographies.^[49]

Borrowings and Innovations

Appalachian English features lexical borrowings primarily from the Scots-Irish (Ulster Scots) heritage of early settlers, including terms like airish ("chilly" or "cool") and brickle ("brittle" or "fragile").^[2] These reflect the vernacular of 18th-century immigrants from northern Britain and Ireland, who comprised a significant portion of the region's initial European population between 1717 and 1775.^[2] Other examples include discomfit ("to inconvenience" or "embarrass") and uses of ill to denote bad-tempered behavior, preserving semantic shifts uncommon in standard American English.^[2] Direct borrowings from Native American languages remain limited in core vocabulary, despite historical interactions with groups like the Cherokee; common influences appear more in place names and medicinal practices than everyday lexicon.^[2] One notable adoption is sang, a vernacular shortening for ginseng (Panax quinquefolius), a root harvested in Appalachian forests since at least the late 18th century for export to Asian markets via indigenous knowledge of its stimulant properties.^[56] This term, alongside indicators like sang master and sang granny for companion plants aiding location, emerged from 19th-century foraging economies rather than direct linguistic loans.^[57] Lexical innovations in Appalachian English often stem from regional topography, agriculture, and industries like coal mining, producing terms adapted to specific contexts absent elsewhere. Examples include bald for a treeless mountaintop and spring house for a structure cooling perishables over a water source, addressing mountainous isolation and self-sufficiency needs.^[2] In mining communities, specialized vocabulary developed, such as conveyors for mechanized coal-hauling systems in underground operations, reflecting technological adaptations from the late 19th century onward.^[58] Linguistic surveys, including the Dictionary of American Regional English, document these as post-settlement creations, with innovation rates varying by subdomain: higher in occupational lexica (e.g., 20-30% unique mining terms in coal-field subsets per regional corpora) compared to conservative retention of agrarian archaisms.^[40]^[59] This balance counters isolation myths, showing dynamic evolution influenced by economic shifts like the 1880s coal boom.^[40]

Historical Origins and Development

Early Settlement and Scots-Irish Foundations

During the 18th century, waves of settlers from Ulster, primarily Scots-Irish Protestants, migrated to the American colonies, with over 200,000 arriving between 1710 and 1775, the largest numbers initially landing in Pennsylvania.^[60] These migrants, facing economic pressures like poor harvests and high rents in Ulster, sought affordable land on the frontier.^[60] Historical records indicate that Scots-Irish formed the backbone of early Appalachian settlement, pushing southward from Pennsylvania into the backcountry regions of Virginia, North Carolina, and beyond.^[61] The primary route for this expansion was the Great Valley Road, also known as the Great Wagon Road, which facilitated movement down the Shenandoah Valley starting in the 1730s and intensifying after 1744.^[62] By the late 1750s, these settlers had reached the foothills of the Appalachians in present-day western North Carolina and eastern Tennessee, establishing communities in isolated valleys and ridges.^[63] Genealogical and settlement records from areas like Tennessee confirm that Ulster emigrants constituted the largest proportion of these early inhabitants, outnumbering other groups in key frontier counties.^[61] While multi-ethnic elements were present, including German settlers in northern valleys and English from coastal areas, Scots-Irish dominance prevailed in the core Appalachian uplands, shaping the region's demographic and cultural substrate.^[64] Their varieties of English, influenced by Lowland Scots and Ulster dialects, formed the primary linguistic foundation.^[61] Scots-Irish cultural traits, such as strong kinship networks akin to clannishness and a reliance on oral traditions for storytelling and music, promoted the intergenerational transmission of speech patterns in these remote communities.^[65] These practices, rooted in their Border Scots heritage, emphasized family loyalty and verbal folklore, contributing to the retention of distinctive phonological and lexical features from their origins.^[66]

Myths of Isolation and Archaic Preservation

The notion that Appalachian English represents a preserved relic of Elizabethan English, often termed the "time capsule" or "Shakespearean" hypothesis, stems from early 20th-century folklore and romanticized portrayals emphasizing geographic seclusion in the Appalachian Mountains.^[67] This view posits that isolation from lowland populations since the 18th century halted linguistic evolution, retaining 16th-century forms like those in Shakespeare's works.^[68] However, comparative historical linguistics demonstrates that purported archaic features, such as aorist present participles (e.g., "the house needs cleaned"), occur in Scots-Irish substrates but not uniquely as Elizabethan survivals; they align more closely with post-1700 innovations in Ulster Scots dialects influencing American varieties.^[67]^[68] Key grammatical constructions, including double modals like "might could" or "may can," exemplify American innovations rather than archaic retentions. These structures, documented in Appalachian and Southern U.S. English from the late 19th century onward, absent from 16th-century British English corpora, emerged through contact-induced grammaticalization in colonial American contexts, possibly originating in African American Vernacular English before diffusing regionally.^[69] Linguistic atlases, such as the Linguistic Atlas of the Middle and South Atlantic States (LAMSAS) from surveys conducted 1933–1972, reveal double modals concentrated in the Upland South, including Appalachia, but with isoglosses indicating post-settlement spread rather than isolated preservation.^[70] Similarly, quotative "be like" (e.g., "He was like, 'Hello'"), once claimed as a modern intrusion, entered Appalachian speech via diffusion from urban Southern centers in the mid-20th century, contradicting total isolation.^[71] Empirical evidence from migration records and settlement patterns refutes strict isolation, showing bidirectional contact with lowland Southern populations through trade routes, seasonal labor, and intermarriage since the early 1800s. For instance, 19th-century census data from eastern Kentucky and western Virginia document population exchanges with Piedmont and Tidewater regions, facilitating lexical and phonological diffusion, such as shared rhoticity preservation influenced by broader Southern norms rather than medieval British retentions.^[40] Diffusion models in dialect geography, applied to Atlas of North American English (ANAE) data from 1990s fieldwork, confirm Appalachian English participates in U.S.-wide innovations like the Northern Cities Vowel Shift peripherally and Southern Vowel Shift centrally, features absent in Elizabethan English but developed in 20th-century American contexts.^[72] These shared post-colonial developments underscore dynamic evolution over static preservation, with isolation serving more as a cultural narrative than a causal mechanism for the dialect's traits.^[67]

Evolutionary Changes and Influences

The industrialization of Appalachia, particularly the coal mining boom from the late 19th century through the mid-20th century, introduced significant demographic shifts that influenced local English varieties. Migration to coalfields drew workers from diverse regions, including African Americans from the Deep South between 1870 and 1930, as well as European immigrants, fostering dialect contact in company towns and urbanizing areas.^[73] This contact contributed to koineization processes, where competing linguistic variants leveled toward shared forms, especially in fringe urban centers like Huntington, West Virginia, or Knoxville, Tennessee, where rural Appalachian speakers interacted with Midland and Southern English influences.^[13] Such mixing stabilized certain innovative features while diluting others, as evidenced by diachronic analyses of speech patterns in mixed communities.^[74] Diachronic studies reveal ongoing feature loss in Appalachian English, particularly among younger speakers exposed to mass media, education, and mobility. The perfective done, used to mark completed actions (e.g., "She done finished"), exhibited higher frequencies in older generations but declined sharply by the early 21st century; for instance, a 1975 study of Ohio Appalachian speakers found 26 occurrences among those over 40 versus only 3 among children aged 8-11, while a 2006 West Virginia corpus showed zero instances across 21 speakers aged 15-90+.^[4] This generational shift, documented across 50 years of quantitative data, reflects partial standardization rather than total erosion, with some dialects retaining variability amid broader convergence toward General American norms.^[4]^[74] Urban fringe koineization has further accelerated these changes, blending Appalachian traits with adjacent varieties through commuting and economic integration. In areas like southern Indiana's Appalachian-influenced pockets, verbal -s marking (e.g., "they goes") persists but shows reduced intensity compared to core rural zones, attributable to contact with non-Appalachian migrants post-industrialization.^[75] Overall, these evolutionary pressures—migration, urbanization, and cultural exposure—have promoted feature leveling without eliminating the dialect's core distinctiveness, as confirmed by longitudinal sociolinguistic surveys.^[74]

Comparisons to Other Dialects

Similarities with Ozark English

Appalachian English and Ozark English exhibit notable similarities stemming from parallel settlement patterns by Scots-Irish immigrants in the 18th and early 19th centuries, with many Ozark settlers migrating westward from Appalachian regions starting in the late 1830s, preserving shared dialectal traits through geographic isolation in mountainous terrains.^[76] Both varieties draw heavily from Ulster Scots grammatical influences, including existential "they" constructions and specialized uses of "till," which distinguish them from surrounding American Englishes.^[77] Comparative studies, such as those analyzing data from the Linguistic Atlas projects, confirm these parallels in rural communities, where isolation minimized external leveling influences.^[46] Grammatical features overlap significantly, including a-prefixing on present participles (e.g., "a-beggin'"), which appears in narratives from both regions as a stylistic device for emphasis, as documented in Ozark-specific analyses alongside Appalachian patterns.^[46] The "liketa" construction, denoting near-misses or avertives (e.g., "He liketa died"), occurs in both dialects, reflecting shared innovative syntax not found as prominently elsewhere.^[40] Additional commonalities include completive "done" (e.g., "I done told you"), double modals like "might could," and positive "anymore" for current states, alongside irregular verb forms and variable subject-verb agreement (e.g., "Them boys likes...").^[76]^[77] Phonological traits also align, with archaic pronunciations such as "heerd" for "heard," "deef" for "deaf," and "chimley" for "chimney" preserved in both, alongside patterns of vowel shifts and centralization in stressed syllables that deviate from General American norms.^[76] These phonetic overlaps, observed in atlas-based comparisons, underscore the dialects' retention of 17th-18th century British Isles substrates, particularly Scots-Irish, rather than later innovations.^[77] Such shared elements highlight Ozark English as a westward extension of Appalachian varieties, with minimal divergence due to comparable sociohistorical trajectories.^[76]

Divergences from General American and Southern Englishes

Appalachian English retains grammatical features that diverge from the simplifications characteristic of General American English, preserving structures rooted in earlier English varieties rather than adopting standardized forms. Notable examples include a-prefixing on present participles (e.g., "She's a-comin'" instead of "She's coming"), which marks progressive aspect in ways absent from General American.^[8] Double modals, such as "might could" or "used to could," allow nuanced modality expressions not found in General American's single-modal system.^[8] Perfective done functions as a marker of completed action (e.g., "He done left" for emphatic past completion), contrasting with General American's reliance on simple past tenses without such auxiliaries.^[4] These retentions reflect diachronic continuity from 18th-century Scots-Irish and English inputs, rather than synchronic leveling toward standardization.^[39] Phonologically, Appalachian English exhibits divergences from General American through heightened monophthongization of /aɪ/ across contexts (e.g., "bite" as [ba:t]), more pervasive than in standardized varieties, alongside consistent pin-pen merger (/ɪ/ and /ɛ/ before nasals, e.g., "pen" and "pin" pronounced alike).^[30] The cot-caught merger varies subregionally, present in northern Appalachia but absent southward, differing from General American's widespread merger.^[30] Compared to broader Southern Englishes, Appalachian varieties intensify elements of the Southern Vowel Shift, such as front vowel raising (e.g., "bit" as [bɪɪt]), but retain conservative consonant patterns like intrusive /t/ (e.g., "oncet" for "once") and /h/-retention (e.g., "hain’t" for "ain’t"), which are receding in urban Southern speech.^[30]^[8] Appalachian English shows less substrate influence from African American Vernacular English (AAVE) than coastal Southern dialects, attributable to historical demographics: Appalachian counties averaged 5-10% African American populations in the 19th century, versus 30-50% in coastal plantation zones like the South Carolina Lowcountry, limiting bidirectional feature borrowing.^[78] Consequently, Appalachian white varieties lack widespread AAVE hallmarks like habitual "be" (e.g., "She be working") or copula absence rates exceeding 20%, which permeate coastal Southern speech through prolonged contact.^[78] Dialect maps from Labov et al. quantify these divergences, placing central Appalachia within the Southern region but noting subregional metrics like /ey/-/e/ reversal in 9 of 25 Southern speakers concentrated along Appalachian ridges, and Cartesian vowel distances under 500 Hz between /ey/ and /ay/ indicating monophthongal shifts distinct from General American uniformity.^[79] Northern Appalachian areas diverge further via /o/~/oh/ merger, absent in core Southern lowlands, highlighting a gradient of phonological separation from both standardized General American and homogenized Southern baselines.^[79]

Stereotypes, Media Portrayals, and Empirical Realities

Media portrayals of Appalachian English often invoke the "hillbilly" stereotype, depicting speakers as uneducated, backward, or prone to violence, with the dialect itself serving as an auditory cue for these traits. In the 1972 film Deliverance, directed by John Boorman, rural Georgians speaking a thick Appalachian-influenced vernacular are shown as menacing and isolated antagonists, reinforcing associations between the dialect and moral depravity or lawlessness. ^[80] Similarly, the television series The Beverly Hillbillies (1962–1971) popularized comedic tropes of naive, poverty-stricken mountaineers relocating to urban California, using exaggerated dialect features like a-prefixing ("a-goin'") to highlight cultural clash and simplicity. ^[81] These representations, while entertaining, trace back to early 20th-century literature and film that caricatured Appalachians as relics of a primitive past, often ignoring the dialect's linguistic complexity. ^[71] Such stereotypes draw partial empirical grounding from the region's historical and ongoing socioeconomic isolation, though they overstate causation. The Appalachian Mountains' rugged terrain historically limited transportation and commerce, fostering relative seclusion that preserved dialect features amid slower modernization compared to lowland areas. ^[82] According to the Appalachian Regional Commission (ARC) analysis of 2019–2023 American Community Survey data, the region's poverty rate stands at 14.3%, exceeding the national average of 11.6%, with median household income at $64,588 versus $78,538 nationally; rates climb above 25% in many distressed central Appalachian counties like those in eastern Kentucky and West Virginia. ^[83] Dialect retention correlates with these metrics, as rural poverty reduces educational mobility and exposure to standardized speech, but the language does not cause economic stagnation—rather, both stem from structural factors like extractive industries' decline post-1950s coal booms and limited infrastructure investment. ^[4] Cultural responses to these portrayals reflect divergent viewpoints on insularity and heritage. Proponents of Appalachian pride view the dialect as a marker of resilience and distinct identity, emphasizing self-sufficiency and communal ties forged in adversity, with groups like the Appalachian Studies Association advocating reclamation of terms like "hillbilly" against external mockery. ^[84] Critics, however, argue that geographic and social insularity has perpetuated cycles of limited opportunity, as seen in higher-than-average rates of family instability and substance abuse in dialect-strong communities, attributing these not to inherent cultural flaws but to policy neglect and economic extraction—claims echoed in works like J.D. Vance's Hillbilly Elegy (2016), which some regional scholars contest for overgeneralizing personal anecdotes as representative. ^[85] Empirical linguistic surveys confirm dialect vitality persists strongest in these isolated pockets, underscoring a causal link to environment over inherent backwardness. ^[71]

Perceptions of Prestige, Stigma, and Discrimination

Appalachian English speakers often face perceptions of low prestige in extraregional contexts, where the dialect is stereotyped as indicative of limited education or intelligence. Linguistic discrimination studies document this bias, with Appalachian varieties rated lower on status dimensions in matched-guise experiments compared to General American English.^[86] Such attitudes stem from correlations between the dialect and rural socioeconomic conditions, rather than empirical deficits in communicative efficacy, as dialectal grammar and vocabulary enable equivalent expressiveness to standardized forms.^[87] In employment settings, this translates to tangible barriers, including reduced hiring opportunities due to accent-based prejudice. Research highlights how Appalachian accents trigger negative inferences during interviews, prompting speakers to adopt code-switching or bi-dialectalism for professional advancement.^[88] Audit studies on regional U.S. dialects reveal callback disparities, with non-standard speech yielding 20-30% fewer responses in simulated job applications across sectors like sales and administration from 2014 onward. These outcomes reflect urban-centric hiring norms prioritizing phonetic conformity over competence, exacerbating economic disadvantages for Appalachian migrants.^[89] Regional counter-narratives foster pride and legitimacy. On March 26, 2019, the Tennessee General Assembly adopted House Joint Resolution 397, declaring Appalachian English a "fully legitimate dialect" meriting respect akin to other American varieties and recommending its historical contextualization in state textbooks.^[90] This legislative affirmation underscores internal valuation, driven by cultural heritage rather than external validation, and challenges stigmatizing narratives through institutional endorsement.^[91]

Controversies in Classification and Study

Debates on Dialect Boundaries

Early dialectological work by Hans Kurath in his 1949 A Word Geography of the Eastern United States established the South Midland as a distinct region overlapping with Appalachia, delineating boundaries via isoglosses for features like vocabulary (e.g., "lightning bug" vs. "firefly") and pronunciation, separating it from Northern and Southern varieties.^[92] These mappings portrayed relatively discrete zones, with the South Midland extending from central Pennsylvania through West Virginia into northern Alabama and Mississippi.^[93] Contemporary scholarship challenges such rigid demarcations, advocating continuum models where dialect features exhibit gradual gradients rather than abrupt shifts. For instance, phonological traits like /ai/-monophthongization and the pin-pen merger display clinal distributions, with GIS-enabled analyses of acoustic data from sources like the Atlas of North American English (Labov et al., 2006) illustrating transitional zones rather than hard lines.^[13] Researchers such as Flanigan (2000) argue for extensions into southeastern Ohio, while others like Dakin (1966) propose a broader "trans-Appalachian" area, highlighting how settlement patterns foster overlapping influences from Scots-Irish and English substrates.^[13] Debates intensify over incorporating urban enclaves, where Appalachian migrants to cities like Cincinnati and Columbus exhibit feature retention but undergo leveling toward Midland norms due to demographic mixing.^[13] Recent mappings typically exclude these areas from core boundaries, prioritizing rural mountain speech where traditional markers persist with higher frequency, as urban homogenization obscures coherence.^[13] For linguistic policy and recognition—such as in educational accommodations or heritage documentation—overly expansive definitions risk diluting Appalachian English's perceived unity, conflating it with adjacent varieties and undermining arguments for its treatment as a distinct dialect deserving targeted study.^[13] Proponents of precise, gradient-aware boundaries emphasize that this approach better captures causal settlement dynamics and empirical variation, avoiding the pitfalls of geographic overreach seen in non-linguistic frameworks like the Appalachian Regional Commission's 420-county designation.^[9]

Validity as a Coherent Variety vs. Regional Continuum

Appalachian English has been characterized by linguists as exhibiting both unifying structural features and substantial internal heterogeneity, prompting debate over its status as a discrete dialect versus a dialect continuum marked by gradual transitions. Proponents of its coherence as a variety emphasize shared syntactic innovations, such as double modal constructions (e.g., "might could" or "may can"), which occur at elevated frequencies in Appalachian speech compared to surrounding regions and reflect systematic modal layering rather than random error.^[45] These features, alongside phonological traits like a-prefixing (e.g., "going down the road" as "a-going down the road"), demonstrate rule-governed patterns that distinguish Appalachian English from General American English, supporting its classification as a unified variety with internal logic derived from historical and social convergence.^[6] Such innovations are not relics of archaic preservation but active grammatical strategies, underscoring the variety's systematicity over prescriptivist notions of deficiency.^[94] Conversely, evidence of extensive sub-regional variation challenges this unity, with differences in vowel systems, consonant clusters, prosody, and lexicon across Appalachian communities often surpassing shared elements in magnitude.^[95] Studies highlight "Appalachian Englishes" in the plural, revealing divergent realizations—such as varying degrees of the pin-pen merger or Southern Shift vowels—that form gradients rather than sharp dialect boundaries, akin to continua in other contact zones.^[11] This internal diversity, influenced by local isolation and migration patterns, suggests a spectrum of forms where peripheral areas blend into adjacent Southern or Midland Englishes, undermining claims of a singular coherent dialect.^[6] Empirical assessments, including variationist analyses and geolocated corpus data, indicate partial mutual intelligibility barriers with non-Appalachian speakers, particularly for dense feature clusters like multiple modals or nonstandard morphology, though overall comprehension remains high due to lexical overlap with mainstream varieties.^[45] Dialectometric approaches reveal clustering around core innovations but with continuity effects that prioritize regional gradients over discrete categorization, aligning with causal models of variation driven by contact and leveling rather than isolation alone.^[95] Thus, while Appalachian English meets structural criteria for dialecthood through shared rules, its continuum-like diversity tempers assertions of unqualified coherence, favoring a nuanced view of interconnected regional forms.^[11]

Contemporary Status and Research

Ongoing Linguistic Shifts and Decline

Research from the West Virginia Dialect Project indicates that Appalachian English vowel systems are undergoing shifts, with variations in the Southern Vowel Shift observed across subregions, including a "stilted" progression in Midland Appalachia that reflects evolving identity choices among speakers.^[96] These changes involve systematic adjustments in front and back vowel rotations, potentially aligning certain features closer to General American patterns in response to social and demographic influences.^[30] Longitudinal acoustic analyses in Appalachian-adjacent areas, such as western North Carolina, reveal cross-generational reductions in traditional Southern Shift characteristics among younger cohorts, with lowered /aɪ/ and raised /ɛ/ nuclei appearing less pronounced.^[97] Sociolinguistic studies document declining prominence of vernacular features among youth, as adolescents adapt traditional forms to construct modern identities amid exposure to national media and standardized education.^[98] The West Virginia Corpus of English in Appalachia, comprising interviews with diverse age groups, highlights quantitative variation where phonological and grammatical markers like a-prefixing and positive anymore decrease in frequency with apparent time, signaling intergenerational attenuation.^[4] This pattern aligns with broader dialect convergence, though robust vernacular baselines persist in informal contexts.^[99] Urban-rural divides exacerbate leveling, with urban Appalachian speakers demonstrating accelerated adoption of mainstream variants compared to rural counterparts, who retain dialect markers as emblems of local identity.^[100] In West Virginia, paradigm leveling in morphological variables like past be forms illustrates clashes between vernacular persistence in rural settings and standardization pressures in urbanizing zones, driven by mobility and economic integration.^[101] Such dynamics contribute to a regional continuum where rural isolation buffers against rapid homogenization, while urban proximity fosters convergence toward supralocal norms.^[16]

Preservation Efforts and Policy Recognitions

In 2019, the Tennessee General Assembly adopted Senate Joint Resolution 227 on March 26, affirming Appalachian English as a "fully legitimate dialect" deserving respect equivalent to other American English varieties and urging its inclusion in Section VI of the biennial Tennessee Blue Book to highlight its historical significance and counter stigmas associating it with lack of education.^[102] ^[91] The resolution traces dialect influences to early settlers, Scots-Irish immigrants, and Native American terms like "pone" for cornbread, positioning it as integral to the region's cultural identity rather than a deviation from standard norms.^[103] Grassroots educational programs in Appalachian communities promote dialect awareness to mitigate stigma and foster bilingual proficiency in local speech alongside Standard American English. West Virginia University provides a downloadable week-long curriculum unit for grades 6-12, incorporating activities on Appalachian dialect features to build student appreciation of linguistic diversity in secondary classrooms.^[104] Similarly, teacher training initiatives emphasize modeling Standard English while validating Appalachian varieties, as evidenced in professional development studies showing improved dialect-honoring practices reduce student alienation.^[105] Preservation extends to cultural domains like heritage tourism and music, where Appalachian English persists in performative contexts. Community-led recordings of elder speakers and regional expression dictionaries document fading lexicon for posterity, sustaining oral traditions amid modernization.^[106] Bluegrass music, rooted in Appalachian folk traditions, embeds dialect elements in lyrics—such as a-prefixing and non-standard verb forms—preserved through venues along Virginia's Crooked Road heritage trail, which spans 300 miles of music sites drawing tourists to authentic mountain performances.^[107] ^[108]

Recent Empirical Studies and Technological Implications

A 2025 study published in American Speech analyzed automatic speech recognition (ASR) performance on Appalachian English using the DARLA system, revealing dialect bias with higher phoneme error rates for Southern Appalachian speech compared to mainstream varieties, particularly in vowel recognition influenced by the Southern Vowel Shift, where 50.2% of errors in the Southern dataset were attributed to such shifts.^[109] Researchers noted that baseline models achieved accuracies of 69.5%, with marginal improvements from hierarchical adaptations, underscoring the need for dialect-inclusive training data to mitigate underperformance in voice-AI applications for Appalachian speakers.^[110] Empirical investigations at West Virginia University, drawing from the West Virginia Corpus of English in Appalachia (WVCEA), have employed big data approaches to map subregional vowel variations, identifying phonological distinctions such as /ai/ ungliding, /æ/ breaking, and low back vowel fronting between Northern and Southern Appalachia, with individual speaker variability challenging uniform dialect models.^[10] These projects, including analyses in Appalachian Englishes in the 21st Century (2022), reveal ongoing flux in features like back vowel fronting (/u/, /ʊ/, /o/), stable in some areas but shifting under external influences, informing computational linguistics tools for regional dialect simulation.^[111] In speech-language pathology, recent guidance emphasizes distinguishing Appalachian English dialectal traits—such as irregular past tenses ("knowed" for "knew") or zero copula—from disorders, as standardized assessments normed on mainstream American English often yield misleading deficits without dialect adaptations.^[112] The American Speech-Language-Hearing Association (ASHA) maintains that no dialectal variety constitutes a pathological form, advocating functional assessments to avoid misdiagnosis, with implications for equitable therapy protocols that preserve communicative competence rather than enforcing conformity.^[113] This approach counters historical overpathologization, supported by sociolinguistic data showing dialect adequacy for effective expression.^[114]

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The Legendary Language of the Appalachian "Holler" - JSTOR Daily
Aug 8, 2018 · The dialect of the Appalachian people is the oldest living English dialect, older than the speech of Shakespeare, closer to the speech of Chaucer.
[73]
Featured Essay - African Americans in Appalachia
The coal fields of Central Appalachia were a major destination of African Americans leaving the Deep South during the Great Migration, and between 1870 and 1930 ...<|separator|>
[74]
[PDF] The Pace of Change in Appalachian English.
From a linguistic point of view, why these aspects of Appalachian English would be changing and not others is at present unclear, although they seem to involve ...
[75]
Appalachian English in southern Indiana? The evidence from verbal -s
Oct 16, 2007 · In this article, the variable use of verbal -s with (especially, third-person) plural subjects is examined in extreme south-central Indiana.Missing: spectrographic | Show results with:spectrographic
[76]
Ozark English - Encyclopedia of Arkansas
Jun 16, 2023 · Like its Appalachian cousin, Ozark English is commonly linked to stereotypes that depict the mountain culture as backward and uneducated.
[77]
Just How "Old" is Ozarks English? - Springfield-Greene County Library
However, when one considers grammatical features which are especially distinctive of Appalachian and Ozarks English, the largest number appear to have come from ...
[78]
[PDF] African American Speech in Southern Appalachia
Aug 9, 2010 · Despite their invisibility in traditional portraits of Appalachia, African Americans have been a part of Southern Appalachian culture since ...
[79]
A National Map of the Regional Dialects of American English
Jul 15, 1997 · Map 1 shows four major dialect regions: the Inland North, the South, the West, and the Midland. The first three show a relatively uniform development.Missing: metrics | Show results with:metrics
[80]
Portraying Appalachia: How the Movies Can Get it Wrong
Jun 9, 2017 · Appalachians in the movies are often portrayed as being morally and sexually depraved, lawless and violent—all of which shows the region as a ...
[81]
The Weird History of Hillbilly TV — THE BITTER SOUTHERNER
Today, Gabe Bullard takes a hard look at the weird history of hillbilly TV, from Andy Griffith to “Duck Dynasty.”<|separator|>
[82]
[PDF] Isolation as a Linguistic Construct - Appalachian English
contact and socioeconomic enterprise rather than a bastion of isolated individuals and a slow sequence of economic development as previously depicted in the ...
[83]
The Appalachian Region: A Data Overview from the 2019-2023 ...
Jun 26, 2025 · This study examines state- and county-level data for the 13 Appalachian states from the 2019-2023 American Community Survey (ACS) and from US Census Bureau ...
[84]
Appalachian culture and heritage pride - Facebook
Oct 24, 2021 · They developed a distinctive culture. Appalachians are very independent and very content with the places they live. They are very close to ...Appalachian culture is beautiful, don't let false negative stereotypes ...Are you a 'hillbilly'? The following article is especially ... - FacebookMore results from www.facebook.com
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What J.D. Vance Got Wrong About Appalachia in Hillbilly Elegy
Aug 28, 2025 · Critics from within the region have long argued that Vance perpetuates harmful stereotypes, cherry picks anecdotes to prove preconceived notions ...
[86]
The development of accent attitudes in the United States
Jun 1, 2013 · Appalachian English stereotypes ... Voices of America: Accent, antidiscrimination law, and a jurisprudence for the last reconstruction.
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[PDF] ABSTRACT DUNSTAN, STEPHANY BRETT. The Influence of ...
... discrimination, many Appalachian students learn to become bi-dialectal, using “standardized” American English in academic and professional settings and ...
[88]
In the Thick of Thick Accents: Employment Discrimination and the ...
Jun 10, 2023 · The article focuses on Appalachian accent discrimination because Appalachians represent a distinct, historically disadvantaged group that unjustly lacks ...
[89]
How Employment Law Handles Linguistic Profiling - OnLabor
Jan 26, 2022 · Linguistic profiling can be a major source of invidious discrimination in the workplace. Hiring decisions, promotions, and other key work- ...
[90]
Tennessee Push Wants State Book to Cover Appalachian Dialect
Mar 27, 2019 · The resolution counters that Appalachian is a “fully legitimate dialect and most deserving of the respect afforded other dialects of American ...
[91]
The Latest! | Southern Appalachian English
... Corpus. This project entails building a monitor corpus of Appalachian language data featuring audio-aligned transcripts of original interviews with young ...Missing: td | Show results with:td
[92]
[PDF] Solving Kurath's Puzzle - Appalachian English
North and the Lower South - Kurath's "Midland" - is not a true unified dialect region, and although a small set of features, the Midland layer, characterizes.
[93]
Yet Again: The Midland Dialect - jstor
Its core is known as. APPALACHIAN ENGLISH, although its influence extends beyond the Appala- ... - Kurath's 1949 dialect boundaries. * Davis and Houck's ...
[94]
3: Appalachian American English (AE) - Social Sci LibreTexts
Mar 17, 2024 · Appalachian English is the English that is spoken in and around the Appalachian Mountains; think Tennessee, Kentucky, bits of the Carolinas, the southern and ...
[95]
Appalachian Englishes - ResearchGate
Appalachian English varieties have been described as some of the most divergent varieties in American English. Vowels, consonants, prosody, grammar, and the ...
[96]
A Stilted Shift: The Southern Vowel Shift in Midland Appalachia
Diversity in WV vowels demonstrates diversity among identity choices, and shifting vowel systems factor into the evolution of the Appalachian identity.
[97]
Cross-generational vowel change in American English - PMC
This study examines cross-generational changes in the vowel systems in central Ohio, southeastern Wisconsin and western North Carolina.<|separator|>
[98]
Community Studies of Sociolinguistic Change in Appalachia - ADS
The project's research questions focus on how traditional dialects have changed and how Appalachian teens alter them to build their own identities in the ...
[99]
(PDF) (ING): A Vernacular Baseline for English in Appalachia
This article investigates the (ING) variable in Appalachian speech, explaining both the linguistic and social constraints on variation.Missing: td | Show results with:td
[100]
Rural Voices in Appalachia: The Shifting Sociolinguistic Reality of ...
Language differences are found to mark the dialect regions of Appalachia, but some regional characteristics are also adopted as social markers of rurality.
[101]
A new role for an ancient variable in Appalachia: Paradigm leveling ...
Apr 29, 2014 · This current study of English in the West Virginia region of Appalachia takes up the variable of past be in order to examine the sociolinguistic ...<|separator|>
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TN SJR0227 | 2019-2020 | 111th General Assembly - LegiScan
2019 TN SJR0227 (Summary) Urges Secretary of State to include the Appalachian dialect in Section VI of the Tennessee Blue Book.
[103]
Tennessee push wants state book to cover Appalachian dialect
Mar 26, 2019 · The resolution links Appalachian linguistics to early influencers. It says a “pone” of cornbread is borrowed from the Native American language ...
[104]
Dialects in Schools
Dec 6, 2018 · Grades 6-12 Appalachian Dialect Unit. Download this week-long unit on Appalachian dialect to teach in your secondary level classroom! Begin by ...Missing: programs | Show results with:programs
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[PDF] Although teaching teachers to deal with dialect in their students ...
In essence, these studies provide insights about the Appalachian area and its people and reflect the complexity of language development within the region; thus ...
[106]
Preserving Appalachian Dialects: A Fight for Cultural Survival
Efforts to preserve the dialects are growing. Historians and community groups are recording older speakers, compiling dictionaries of regional expressions ...
[107]
50 Ways to Play Along The Crooked Road, Virginia's Heritage Music ...
The Crooked Road weaves together 300 miles of picturesque terrain and historic music venues, each resonating with the echoes of bluegrass and old-time country ...
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Music Heritage
Traditional mountain music includes lively strains of old-time, bluegrass, ballad singing, blues, and sacred music.
[109]
Dialect Bias in Automatic Speech Recognition - Duke University Press
May 1, 2025 · This study aims to contribute to the research on bias in voice-AI by investigating speech recognition performance for Appalachian English.
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Dialect Bias in Automatic Speech Recognition - ResearchGate
Aug 9, 2025 · The average accuracy was 69.5% and 71.7% for the baseline and proposed hierarchical models, showing a 2.2% overall improvement. Recent research ...
[111]
Appalachian Englishes - West Virginia Dialect Project
Feb 25, 2022 · Appalachian Englishes in the Twenty-First Century provides a complete exploration of English in Appalachia for a broad audience of scholars and educators.
[112]
Part 2: Appalachian English and Language Diagnosis
Aug 9, 2022 · Other dialectal differences that may affect standardized language scores include differences in irregular past tense forms ("knowed" for "knew") ...
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https://www.asha.org/policy/tr2003-00044/
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https://www.asha.org/policy/ps1983-00115/