Notes
1 All computer programs used in this survey, including the scripts used to compile the corpus, compute contraction rate, and calculate the two measures of spatial autocorrelation, were designed and written by the author using the programming language Perl.
2 In order to implement a spatial weighting function, the distance between every pair of cities in the corpus was calculated using longitudes and latitudes for the cities provided by the U.S. Census Bureau and the great circle distance formula (Sinnott 1984).
3 The Getis-Ord Gi* maps associate each location with one of 11 levels of z-scores: z-scores larger than or equal to 2.84, corresponding to the adjusted .0045 alpha level; z-scores larger than or equal to 2.58, corresponding to the a .01 alpha level; z-scores larger than or equal to 1.96, corresponding to a .05 alpha level; z-scores larger than or equal to 1.64, corresponding to a .10 alpha level; z-scores larger than or equal to 1.00; and z-scores between +1.00 and -1.00. By identifying clusters of locations with highly positive or negative Getis-Ord Gi* z-scores, regional patterns can be identified in the distribution of each variable.
4 The fact that double contraction shows no significant degree of global spatial autocorrelation is surprising as it is the only variable analyzed in this study that has been tested for regional variation in American English in a previous study (Yaeger-Dror et al. 2002), where it was found that in the northern United States relatively more not-contractions are used. This claim is supported to a limited degree by the present study, as not contraction in double contraction environments was found to be somewhat more common in the North Central States; however, there is no clear north/south pattern, although it should be noted once again that this variable had the lowest minimum frequency across the city sub-corpora, indicating that its actual values were likely not estimated as accurately as the other variables.
5 It should be noted that all three forms of non-standard contraction are very rare in the corpus and as such exhibit very little variation in their raw values. This fact, however, should not call in question the validity of the findings related to these variables; rather, these findings demonstrate that regional patterns exist even at this microscopic level of linguistic variation.
References
Algeo, J. 1988. “British and American grammatical differences”. International Journal of
Lexicography, 1 (1), 1-31.
Algeo, J. 2006. British or American English? A Handbook of Word and Grammar Patterns.
Cambridge: Cambridge University Press.
Allen, H. B. 1973-1976. The Linguistic Atlas of the Upper Midwest. Minneapolis: University of
Minnesota Press.
Atwood, E. B. 1953. A Survey of Verb Forms in the Eastern United States. Ann Arbor: University of Michigan Press.
Atwood, E. B. 1962. The Regional Vocabulary of Texas. Austin: University of Texas Press.
Axelsson, M. W. 1998. “Contraction in British newspapers in the late 20th century”. Studia
Anglistica Upsaliensia, 102. Uppsala: Acta Universitatis Upsaliensis.
Baugh, J. 1980. “A reexamination of the black English copula”. In W. Labov (Ed.). Locating Language in Time and Space. New York: Academic, 83 -106.
van Bergen, L. 2008a. Negative contraction and Old English dialects: Evidence from glosses and prose. Part I. Neuphilologische Mitteilungen, 109 (vol?), 275-312.
van Bergen, L. 2008b. Negative contraction and Old English dialects: Evidence from glosses and prose. Part II. Neuphilologische Mitteilungen, 109: 391-435.
Biber, D. 1987. A textual comparison of British and American writing. American Speech 62 (vol?), 99-119.
Biber, D. 1988. Variation across Speech and Writing. Cambridge: Cambridge University Press.
Biber, D., Johansson, S., Leech, G., Conrad, S. & Finegan, E. 1999. Longman Grammar of Spoken and Written English. Harlow: Longman.
Bloch, B. 1971. “Postvocalic r in New England Speech, a study in American dialect Geography”. In H. B. Allen& G.N. Underwood (Eds.), Readings in American Dialectology. New York: Appleton Century Croft Meredith Corporation.
Carver, CM. 1987. American Regional Dialects. Ann Arbor: University of Michigan Press.
Cassidy, FG. 1985. Dictionary of American Regional English. Cambridge, MA.: Harvard
University Press.
Craglia, M, Haining, R, Wiles, P. 2000. A comparative evaluation of approaches to urban crime
pattern analysis. Urban Studies 37: 711-729.
Crystal, D. 1991. Making Sense of English Usage. Edinburgh: Chambers.
Cliff, AD, Ord, JK. 1973. Spatial Autocorrelation. London: Pion.
Cliff, AD, Ord, JK. 1981. Spatial Processes: Models and Applications. London: Pion.
Dall'erba, S. 2003. Distribution of regional income and regional funds in Europe 1989-1999: an
exploratory spatial data analysis. MPRA Paper 1378, University Library of Munich, Germany.
Davis, AL. 1948. A Word Atlas of the Great Lakes Region. Ph.D. Dissertation. University of
Michigan.
Glavanakov, S, White, DJ, Caraco, T, Lapenis, A, Robinson, GR, Szymanski, BK, Maniatty,
WA. 2001. Lyme disease in New York state: spatial pattern at a regional scale. The American Journal of Tropical Medicine and Hygiene. 65: 538-545.
Goebl, H. 1982. Dialektometrie; Prinzipien und Methoden des Einsatzes der numerischen
Taxonomie im Bereich der Dialektgeographie. Vienna: Verlag der Osterreichischen Akademie der Wissenschaften.
Goebl, H. 1984. Dialektometrische Studien: Anhand italoromanischer, rätoromanischer und
galloromanischer Sprachmaterialien aus AIS und ALF. Tübingen: Niemeyer.
Goebl, H. 2006. Recent Advances is Salzburg Dialectometry. Literary and Linguistic
Computing 21: 411-435.
Grieve, J. 2009. A Corpus-Based Regional Dialect Survey of Grammatical Variation in Written
Standard American English. Ph.D. Dissertation. Manuscript. Northern Arizona University.
Hogg, R. 2004. The spread of negative contraction in early English. In Curzan, A, Emmons, K
(Editors). Studies in the history of the English language II: Unfolding conversations. Berlin: Mouton.
Holm, J. 1984. Variability of the copula in black English and its Creole kin. American Speech
59: 291-309.
Hughes, A, Trudgill, P. 1996. English Accents and Dialects: An Introduction to Social and
Regional Varieties of English in the British Isles. Hodder Arnold.
Ingham, R. 2006. On two negative concord dialects in early English. Language Variation and
Change 18: 241-266.
Ihalainen, O. 1991. A point of verb syntax in south-western British English: an analysis of a
dialect continuum. In Aijmer K, Altenberg B (editors). English Corpus Linguistics: Studies in Honour of Jan Svartvik. London: Longman. 290-302.
Kjellmer, G. 1998. On contraction in Modern English. Studia Neophilologica 69:155–186.
Kortmann, B, Herrmann, T, Pietsch, L, Wagner, S. 2005. A Comparative Grammar of British
English Dialects. Berlin: Mouton/de Gruyter.
Kretzschmar, WA, McDavid, V, Lerud, T, Johnson, E. 1993. Handbook of the Linguistic Atlas
of the Middle and South Atlantic States. Chicago: University of Chicago Press.
Krug, MG. 1994. Contractions in spoken and written English. MA Thesis, University of Exeter,
England.
Kurath, H. 1949. Word Geography of the Eastern United States. University of Michigan Press.
Kurath, H, Hansen, L, Bloch, B, Bloch, J. 1939-1943. Linguistic Atlas of New England.
Providence: Brown University Press.
Kurath, H, McDavid, RI. 1961. The Pronunciation of English in the Atlantic States. University of
Michigan Press.
Labov, W. 1966a. The Social Stratification of English in New York City. Washington, DC:
Center for Applied Linguistics.
Labov, W. 1966b. The Linguistic Variable as a Structural Unit. Washington Linguistics Review
3: 4-22.
Labov, W. 1969. Contraction, Deletion, and Inherent Variability of the English Copula.
Language 45: 715-62.
Labov, W. 1972a. Sociolinguistic Patterns. Philadelphia, PA: University of Pennsylvania Press.
Labov, W. 1972b. Language in the Inner City. Philadelphia: University of Pennsylvania Press.
Labov, W, Ash, S, Boberg, C. 2006. Atlas of North American English: phonetics, phonology,
and sound change. New York: Mouton de Gruyter.
Levin, S. 1958. Negative contraction: an Old and Middle English dialect criterion. Journal of
English and Germanic Philology 57: 492–501.
Marckwardt, AH. 1957. Principal and Subsidiary Dialect Areas in the North Central
States. PADS 27:3-15.
Marshall, RJ. 1991. A review of methods for the statistical analysis of spatial patterns of disease.
Journal of the Royal Statistical Society (Series A) 154: 421-441.
McDavid, RI, O’Cain, T. 1979. Linguistic atlas of the middle and south Atlantic states. Chicago:
University of Chicago Press.
McElhinny, BS. 1993. Copula and auxiliary contraction in the speech of white Americans.
American Speech 68: 371-399.
Moran, PAP. 1948. The interpretation of statistical maps. Journal of the Royal Statistical Society,
Series B 37: 243- 251.
Nerbonne, J, Heeringa, W, Van den Hout, E, van der Kooi, P, Otten, S, van de Vis, W. 1996.
Phonetic distance between Dutch dialects. In Durieux, G, Daelemans, W, Gillis, S (editors). Papers from the sixth CLIN meeting. University of Antwerp. 185–202.
Nerbonne, J, Kleiweg, P. 2003. Lexical Distance in LAMSAS. Computers and the Humanities
37: 339-357.
Nerbonne, J, Kleiweg, P. 2007. Toward a Dialectological Yardstick. Journal of Quantitative
Linguistics 14:148-166.
Odland, JD. 1988. Spatial Autocorrelation. Sage Publications.
Ogura, M. 1999. On the use of negative na and ne in the Regius Psalter. Neuphilologische
Mitteilungen 83:133–143.
Ogura, M. 2008. Negative contraction and nocontraction in Old English. Neuphilologische
Mitteilungen 109:313-329.
Ord, JK, Getis, A. 1995. Local Spatial Autocorrelation Statistics: Distributional Issues and an
Application. Geographical Analysis 27: 286-306.
Pederson, L, McDaniel, SL, Adams, CM. 1986-93. Linguistic Atlas of the Gulf States (7
Volumes). Athens, Georgia: University of Georgia Press.
Perry, MJ. 2003. State to State Migration Flows: 1995 to 2000. Census 2000 Special Reports.
CENSR-8. Available at http://www.census.gov/prod/2003pubs/censr-8.pdf
Preston, D. 2002. Language with attitude. In Chambers JK, Trudgill P, Schilling-Estes N
(editors). The Handbook of Language Variation and Change. Malden, MA: Blackwell. 40-66.
Quirk, R, Greenbaum, S, Leech, G, Svartvik, J. 1985. A Comprehensive Grammar of the English
Language. New York: Longman.
Ratcliffe, JH, McCullagh, MJ. 1999. Hotbeds of crime and the search for spatial accuracy.
Journal of Geographical Systems 1: 385-398.
Rickford, JR, Ball, A, Blake, R, Jackson, R, Martin, N. 1991. Rappin' on the copula coffin:
theoretical and methodological issues in the analysis of copula variation in African-American English. Language Variation and Change 3: 103-32.
Séguy, J. 1971. La relation entre la distance spatiale et la distance lexicale. Revue de
linguistique romane, 35: 335-357.
Séguy, J. 1973a. Atlas linguistique et ethnographique de la Gascogne. Volume 6. Paris:
Centre national de la recherché scientifique.
Séguy, J. 1973b. La dialectometrie dans l’Atlas linguistique de la Gascogne. Revue de
linguistique romane, 37: 1-24.
Sinnott, RW. 1984. Virtues of the Haversine. Sky and Telescope 68: 159.
Szmrecsanyi, B. 2008. Corpus-based dialectometry: aggregate morphosyntactic variability in
British English dialects. International Journal of Humanities and Arts Computing 2(1-2): 279-296.
Tagliamonte, S, Smith, J. 2002. "Either it isn't or it's not" NEG/AUX contraction in British
dialects. English World-Wide 23: 251-281.
Trudgill, P. 1978. Sociolinguistic patterns in British English. London: Edward Arnold.
U.S. Census Bureau. 2005. State of Residence in 2000 by State of Birth. PHC-T-38. Available
at http://www.census.gov/population/www/socdemo/migrate/2000pob.html
Wolfram, W. 1969. A Sociolinguistic Description of Detroit Negro Speech. Washington, DC:
Center for Applied Linguistics.
Wolfram, W. 1974. The relationship of white southern speech to vernacular black English.
Language 50: 498-527.
Wolfram, W. 1991. The linguistic variable: fact and fantasy. American Speech 66: 22-32.
Yaeger-Dror, M.1997. Contraction of negatives as evidence of variation in register specific
interactive rules. Language Variation and Change 9:1–36.
Yaeger-Dror, M, Hall-Lew, L, Deckert, S. 2002. It's not or isn't it? Using large corpora to
determine the influences on contraction strategies. Language Cariation and Change 14: 79-118.
Zelinsky, W. 1973. Cultural Geography of the United. States. Englewood Cliffs, NJ: Prentice-
Hall.
Table 1. Contraction measures
Measure
|
Variant A
|
Variant B
|
BE not contraction
|
I wasn't surprised that Miss USA was the target of cruel, classless and misdirected heckling (Minneapolis Star Tribune, June 1, 2007).
|
Also, I was not qualified to empty trash cans at the Windham Public Schools (Willimantic Chronicle, December 4, 2007).
|
HAVE not contraction
|
I hadn't realized how much I missed Donald Rumsfeld (Oakland Tribune, August 3 2007).
|
I had not considered you a tabloid paper until now (San Diego Union-Tribune, May 28, 2005).
|
DO not contraction
|
I'm sure they'd be thrilled to know that a lonely old man in the cornfields of Iowa doesn't approve of their gay-friendly lifestyle (Burlington Hawk Eye, July 7, 2008).
|
As my high school students well know, this does not include Wikipedia or some guy's blog (Alexandria Daily Town Talk, May 13, 2007).
|
Modal not contraction
|
Pizza just wouldn't be pizza without it and unless the power of law force-feeds us "spices" now and again (Boston Herald, July 9, 2007).
|
In the post-incident report, city police said the shopkeeper would not be charged (Pensacola News Journal, October 2, 2006).
|
BE contraction
|
It’s possible he's achieving that goal without having to commit an obvious act of terrorism (Dallas Morning News, September 14, 2006).
|
But he is achieving the goal of his bosses, the giant corporations, which is to destroy the working middle class (Fresno Bee, July 3, 2005).
|
HAVE contraction
|
They've failed to instill morality into their parishioners (Oklahoma City Oklahoman, August 20, 2007).
|
Perhaps this example of misplaced priorities helps explain why they have failed (Mobile Press, August 26, 2007).
|
Modal contraction
|
I'll buy them both one-way tickets to France if they can guarantee they will never return (Poughkeepsie Journal, October 1, 2006).
|
I will buy my water—which will cost less than paying for the illnesses that could be acquired from water fountains (Orlando Sentinel, September 19, 2007).
|
Them contraction
|
I say send 'em all—Jimmy Carter, George H.W. Bush, Jesse Jackson, Bill Clinton and whomever else it takes (Colorado Springs Gazette, April 15, 2007).
|
We can send them all the weapons they need to take care of themselves, plus they have nuclear weapons (Cheyenne Tribune Eagle, July 23, 2006).
|
To contraction
|
Democrats are like a box of chocolates, you're always gonna get a bunch of nuts (Boise Statesman, September 17, 2005).
|
If one must be wealthy and a Republican to enter the Kingdom of God then I am never going to make it (Anniston Star, November 26, 2002).
|
Non-standard not contraction
|
Slapping more mascara and lipstick on this Iraq-surge pig ain't gonna make it fly (Grand Junction Daily Sentinel, September 10, 2007).
|
Holding hands and singing "Kumbaya" isn't going to change anything (Carlsbad Current-Argus, November 20, 2006).
|
Double contraction
|
He isn't the type of man who would intentionally and maliciously attempt to murder someone (Riverside Press Enterprise, April 24, 2006).
|
Maybe he's not the wacko, incompetent, industry pawn the editorial staff made him out to be (Roanoke Times, September 7, 2006).
|
Table 2. Descriptive statistics and global spatial autocorrelation results
Variables__Mean___500_mile___Weighting_Function'>Variables
|
Mean
|
500 mile
Weighting Function
|
Reciprocal
Weighting Function
|
Moran
I
|
z-
score
|
p
|
Moran
I
|
z-
score
|
p
|
BE not contraction
|
0.2638
|
0.0392
|
3.3602
|
0.0004
|
0.0111
|
1.3085
|
0.0951
|
DO not contraction
|
0.6217
|
0.0774
|
6.1097
|
0.0000
|
0.0612
|
5.2476
|
0.0000
|
HAVE not contraction
|
0.3952
|
0.0238
|
2.1266
|
0.0166
|
0.0137
|
1.4737
|
0.0708
|
Modal not contraction
|
0.4723
|
0.05
|
4.1108
|
0.0000
|
0.0346
|
3.1697
|
0.0008
|
BE contraction
|
0.2986
|
0.0274
|
2.5058
|
0.006
|
0.0145
|
1.625
|
0.0526
|
HAVE contraction
|
0.185
|
0.0256
|
2.3699
|
0.0089
|
0.0177
|
1.8874
|
0.0294
|
Modal contraction
|
0.1416
|
0.0226
|
2.121
|
0.017
|
0.0187
|
1.9556
|
0.025
|
Them contraction
|
0.0062
|
0.0275
|
2.388
|
0.0084
|
0.0192
|
1.8978
|
0.0287
|
To contraction
|
0.0032
|
0.0321
|
2.7727
|
0.0028
|
0.015
|
1.5996
|
0.0548
|
Non-standard not contraction
|
0.0208
|
0.0401
|
3.3227
|
0.0005
|
0.0398
|
3.5273
|
0.000
|
Double contraction
|
0.312
|
0.0135
|
1.3623
|
0.0869
|
0.0031
|
0.6386
|
0.2611
|
Table 3. Regional clusters
Variables
|
Positive value clusters
|
Negative value clusters
|
BE not contraction
|
Western Midwest, Central Plains
|
Deep South, Northeast
|
HAVE not contraction
|
Northwest, Western Midwest
|
Southeast, Midland
|
DO not contraction
|
Northwest, Western Midwest
|
Northeast, Middle Atlantic
|
Modal not contraction
|
Western Midwest, Central Plains
|
Northeast, Gulf Coast
|
Pronoun BE contraction
|
Central Plains, Upper Midwest, West Texas
|
Southeast, Middle Atlantic
|
Pronoun HAVE contraction
|
West Coast, Central Plains, West Texas
|
Northeast, Midland
|
Pronoun modal contraction
|
West Texas, Northwest
|
Southeast
|
Them contraction
|
West Coast
|
Northeast, Midwest
|
To contraction
|
South Central States, Southeast, Northwest
|
Northeast, Middle Atlantic, Northern Midwest
|
Non-standard not contraction
|
Southeast
|
Northeast, Midwest
|
Double contraction
|
Upper Midwest
|
Middle Atlantic, Southeast
|
Figure 1 Geographical Distribution of City Sub-Corpora
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