Variation in the Iraq Vowels: Conservatives vs. Liberals Lauren Hall-Lew, Elizabeth Coppock, & Rebecca Starr Stanford University { dialect, rlstarr, coppock } @ stanford . edu NWAV36, University of Pennsylvania, October 13, 2007
Variation in the Iraq Vowels: Conservatives
vs. LiberalsLauren Hall-Lew, Elizabeth Coppock, & Rebecca
StarrStanford University
{ dialect, rlstarr, coppock } @ stanford . edu
NWAV36, University of Pennsylvania, October 13, 2007
How do YOU say it?
Observation
• Iraq varies according to the second vowel:– r/æ/k vs. r/ah/k [1], [2]
• Iraq also varies according to the first vowel:– /ay/ vs. /Ih/ vs. /iy/
[1] Shapiro 1997 [2] Boberg 1997; 1999
Hypotheses
• Second Vowel: Iraq– /æ/ variant indexes political
conservativism.– /ah/ variant indexes political
liberalism. • First Vowel: Iraq
– /ay/ variant indexes political conservatism.
– /iy/ and /Ih/ index political liberalism.
Motivation
• Identity & Political Psychology intersect:– “... intergroup conflict, conformity to group
norms, the effects of low group status ...” [3]
• Recent Work:– American identity, Patriotism, & Ethnicity
[4]
• Identity & Phonological Variables– potential resource for the expression of a
political identity[3] Tajfel & Turner 1979; Huddy 2001
[4] Citrin et al, 1990 & 2000, cited in Huddy 2001
Motivation•“Foreign (a)” variable, as in plaza, is often realized as /ah/ in US English due to attitudinal factors rather than phonological factors. [2]
•US English speakers evaluate /ah/ to be “more correct, educated, and sophisticated than /æ/ as a nativization of foreign (a).” [2]
•“Respect engenders imitation [retention of foreign sounds]; disrespect integration [full nativization]” [5]
[5] Weinreich 1968, cited & comments added in Boberg 1999
Pilot Study: Methods
• Two networks with different political leanings: FoxNews and KQED (Bay Area NPR station) television and radio.
• Collected all instances of Iraq occurring in top news stories at the time, as well as in all news stories within a 24-hour period.
• Classified speakers as publicly conservative, publicly liberal, or unknown.
Pilot Study: Data• 686 tokens of Iraq• 248 speakers
– 44 publicly conservative– 32 publicly liberal– 172 unknown
• Distribution of conservatives and liberals not significantly different on KQED or FoxNews
• No significant differences in Iraq pronunciation between networks
• Network data was combined
Pilot Study: Results
Significant finding:
83% of conservatives, but only 31% of liberals, had at least one occurrence of the /æ/ variant. (F=17.7, df=1, p < 0.0001)
Pilot Study: Other Results
• Military personnel:– All 15 military personnel used /æ/– 14 of 15 used /ay/ for the first vowel,
while all non-military speakers used /Ih/
– The 1 military member who used /Ih/ was explicitly an anti-war Democrat, General Wesley Clark.
Pilot Study: Other Results
• Virtually all news readers and news anchors use /ah/, confirming the prediction by Boberg (1999) of /ah/ in more formal styles
Pilot Study: Interpretation
• Indications that both vowels in Iraq may index political orientation.
Limitations of Pilot Study
• Political leanings of speakers not always clear.
• Sampling was not highly systematic.• Not controlled for:
– Register– Audience– Regional dialect variation
Main Study: Speakers
• Members of the US House of Representatives:
– Representative of all dialect regions of the US– Clear political affiliations
Data: Iraq Troop Surge Debate
• Three days of debate in February 2007• Debate topic: Resolution 63, stating
that the House disapproves of troop surge
• All speeches aired on C-SPAN, posted online at http://iraq.armyofone.org
• Speeches given by 304 out of 435 total members of the House
Surge Debate Study: Methods
• Total number of speakers included: 259– Only included speakers who said Iraq
3 times or more.
• Total number of tokens coded: N=1959
• Mean = 8 tokens per speaker• Median = 6 tokens per speaker
Speaker Factors Coded: Political Stance measures
• Party affiliation• Vote on anti-surge resolution (to
capture war stance)• Economic and Social Liberalism rating:
– percentage ratings from http://www.ontheissues.org
– based on voting record– Conservatives have a higher economic %– Liberals have a higher social %
Speaker Factors Coded: Speech variety measures
• [+/-] Southern Accent– /ay/ monophthongization– perceptual measures
• Regional accent / Speech variety– subjective, with some inter-rater
judgments
• State they represent– Region of the US, based on US Census– Red/Blue status, based on 2004 election
Speaker Factors Coded: Other demographic info
• Ethnicity– Particular attention to AAE speakers
• Age– Here, 4 age categories, approx same N
per cat.
• Sex Class– Subjective classification
Surge Debate Study: Methods
• Logistic regression analysis based on binary dependent variable:– over 50% use of /æ/ in Iraq for any
given speaker
• Only tokens of Iraq included– Iraqi and Iran also coded for, but not
grouped with Iraq for analysis.
%/æ/ use by number of speakers
• 85% of speakers consistently pronounce Iraq always with one vowel or the other.
• 15% of the speakers varied in their pronunciation of Iraq.– This does not include Iraqi, which was more
likely to be pronounced differently
• In contrast to news readers from pilot, Representatives favor /æ/ over /ah/
%/æ/ use by number of speakers
Results by Party
• Political party is a highly significant predictor of the Iraq pronunciation – correlation=7.29, p=0.025
• Republicans are statistically more likely to use the /æ/ variant
• Political party significantly predicts Iraq pronunciation even when controlling for region, regional accent, age group, sex class, and ethnicity.
Vowel Use by Political Party
Economic & Social Liberalism
• http://www.ontheissues.org
• Economic & Social Liberalism scores based on voting record.
• High Economic Lib = more conservative
• High Social Lib = more liberal
Economic & Social Liberalism
• Economic Liberalism score:
– Speakers with high Econ % (conservatives) are significantly more likely to say /æ/ in Iraq, when controlling for all factors except party.
– consistent with our political party findings
• No significant effect of Social Liberalism score
Results by Age
• Age grouped into 4 categories, each including approximately 68 speakers:
≤ 1944, 1945-1949, 1950-1957, ≥ 1958
• No significant effect of age, although older people appear to use less /æ/.[1]
• Political Party within each age category: consistent pattern, not significant.
[1] cf. Shapiro 1997, that /æ/ is the earlier form
Results by Region
• Test according to:– region of representation– the presence of monophthongized /ay/
in closed syllables
• Potential interaction between region, surge stance, and political party:– More pro-surge conservatives in
Southern states
Results by Region
•4 Regions: – South – Midwest – Northeast – West
• Defined by the U.S. Census Bureau
Results by Region
•No significant effect of Region:– No effect of southern accent, broadly
coded •any presence of monophthong /ay/
– No effect of southern accent, narrowly coded•all /ay/ are monophthongized
• Standard vs. Regional accents: not significant
Variation by Speaker Sex
• 40 of 271 (15%) Congresspeople in this sample are Congresswomen.
• Women tend to use /ah/ more than /æ/, but not significantly more than men. (p < .08 as a main effect)
• Party remains significant when controlling for speaker sex class.
What About The First Vowel?
• Variants we heard for the first vowel in Iraq:– /Ih/– /iy/– /ay/
• Grouped /Ih/ and /iy/ together as (i) in final analysis because they were difficult to distinguish perceptually, and /iy/ was rare.
The First Vowel in ‘Iraq’
The First Vowel in Iraq• Same bimodal distribution as in the
histogram for % /æ/:•46 Congresspeople have >50% /ay/•141 Congresspeople have 50% or less /ay/
• 18% of the speakers vary between /ay/ and (i)
• Within all second-vowel /æ/ tokens, 24% use first-vowel /ay/
• 2 speakers say Iraq as /ay/r/ah/q categorically.
The First Vowel in Iraq
• There is no statistically significant predictive variable for the first vowel.
• Non-significant trends:– Within people who have Southern
accents, /ay/ correlates with anti-surge– Omitting AAE speakers overall, within
non-Southern accents, /ay/ correlates with pro-surge
SUMMARY
• In the US House of Representatives, variation of the second vowel in Iraq correlates with the Political Party of the speaker.– /ah/ correlates with Democrats– /æ/ correlates with Republicans
• No factors significantly predict the pronunciation of the first vowel.
Indexing Political Identity
• Implications for variation• Potential complications
– Complex: How to operationalize?
• Political psychology [6]
– Political views may be a critical aspect of an individual’s identity
– Correlated with Political Identity:• Age (old vs. young)• Class Mobility & Social Networks• Personality Type & Value System• Religion
[6] See, e.g.: Brewer 2001; Conover and Feldman 1981; De Graaf et al. 1995; Huddy 2001; Huddy and Khatib 2007; Mackenzie 1978; Kymlicka 2001, cited in Charney 2003
Operationalizing Political Identity
• 3 measures here:– Political Party– Troop Surge Stance– Econ/Social Liberalism
• All 3 correlated highly• All 3 also differed in terms of
predictive power.
Operationalizing Political Identity
• Anti-Surge Republicans (N=10)• Pro-Surge Democrats (N=1)
• 8 of the Republicans use /æ/ & the Democrat uses /ah/.
• 2 Republicans have less than 50% /æ/, so we can take a closer look at them.
Future Directions
• People whose voting record diverges from their political party’s
• Synchronic patterns of variation – within individuals– speech communities
• What's going on with /ay/r/ah/k?• Will Iraq data from Congress change
as the war continues?
Future Directions• Other Terms:
– Iraqi: more variable within speaker, what’s the pattern?
– Iran & Iranian: do their vowels pattern like Iraq’s?
– Vietnam: consider data from the 60s/70s vs. now
• Work with non-politicians:– Attitudinal Surveys (cf. Boberg 1999)
– Production Experiment– Perception Experiment
Thank You!
We would like to thank:– Ben Munson– Laura Staum Casasanto– www.youtube.com– “Eric,” Canadian software architect,
age 28, a.k.a. the guy who assembled the videos on: iraq.armyofone.com
References• Boberg, C. (1997). Variation and change in the Nativization of Foreign (a) in
English. PhD thesis, University of Pennsylvania. • Boberg, C. (1999). The Attitudinal Component of variation in American English
foreign (a) Nativization. Journal of Language and Social Psychology, 18:49–61. • Brewer, M. B. (2001). The many faces of social identity: Implications for political
psychology. Political Psychology, 22:115–25. • Charney, E. (2003). Identity and Liberal Nationalism. American Political Science
Review. 97(2): 295-310.• Conover, P. J. and Feldman, S. (1981). The origins and meaning of liberal/
conservative self-identification. American Journal of Political Science, 25:617–45. 2• De Graaf, N. D., Nieuwbeerta, P., and Heath, A. (1995). Class mobility and political
preferences: Individual and contextual effects. The American Journal of Sociology, 100:997–1027.
• Huddy, L. (2001). From social to political identity: A critical examination of social identity theory. Political Psychology, 22:127–56.
• Huddy, L. and Khatib, N. (2007). American patriotism, national identity, and political involvement. American Journal of Political Science, 51:63–77.
• Kymlicka, W. (2001). Politics in the Vernacular: Nationalism, Multiculturalism, and Citizenship. Oxford: Oxford University Press.
• Mackenzie, W. J. M. (1978). Political Identity. New York: St. Martin’s Press. The Pew Research Center (2004). Overview: News audiences increasingly politicized. http://people-press.org/reports/display.php3?ReportID=215
• Rhodebeck, L. A. (1993). The Politics of Greed? Political Preferences among the Elderly. The Journal of Politics, 55(2):342-364.
• Shapiro, M. (1997). Broad and Flat A in Marked Words. American Speech. 72(4): 437-439.
Variation by Ethnicity
• 23 of 271 (8.5%) Congresspeople in this sample were identified as speakers of AAE.
• Given the low N, no significant effect was found for the /ah/ vs. /æ/ variable between AAE and non-AAE speakers.
• Impressionistically, AAE speakers tended to favor /ay/ for the first vowel more than non-AAE speakers, who appeared to favor /iy/ or /ih/.
• However, no significant effect was found.
What about Shrubby?
• George W. Bush is a little bit variable– Based on data from Pilot Study (NPR
and FoxNewsRadio): speeches, interviews, etc.
– From N=20 tokens, 2 = /ah/ & 18 = /æ/– Possible gradual switch from /æ/ to
/ah/?– Call for longitudinal analysis!!
No Interactions
• Are there interactions between any of the variables?
• Checking for interactions:– Geography is correlated with Party,– Party is correlated with Vowel use,– But Geography is not statistically
correlated with Vowel use.
No Interactions
• When controlling for all other factors, we still get a highly significant effect for political party.
• No interaction between factors is significant for predicting vowel use.
• In an additive statistical model there is only an effect from political party.