Measuring Exposure Opportunities: Using Exogenous Measures in Assessing Effects of Media Exposure on Smoking Outcomes

Communication Methods and Measures

Volumn 10, Issue 2-3, 2016, Pages 115-134

  Liu, Jiaying ^a   Hornik, Robert ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84964546687     PISSN: 19312458     EISSN: 19312466     Source Type: Journal    
DOI: 10.1080/19312458.2016.1150442     Document Type: Article

References (132)

1. M.Arora,, N.Mathur,, V.K.Gupta,, G.P.Nazar,, K.Srinath Reddy,, & J.D.Sargent, (2012). Tobacco use in Bollywood movies, tobacco promotional activities and their association with tobacco use among Indian adolescents. Tobacco Control, 21(5), 482–487. doi:10.1136/tc.2011.043539
2. M.Asbridge, (2004). Public place restrictions on smoking in Canada: Assessing the role of the state, media, science and public health advocacy. Social Science & Medicine, 58(1), 13–24. doi:10.1016/S0277-9536(03)00154-0
3. R.Avery,, D.Kenkel,, D.R.Lillard,, & A.Mathios, (2006). Private profits and public health: Does advertising smoking cessation products encourage smokers to quit? (No. w11938). National Bureau of Economic Research. doi:10.3386/w11938
4. J.W.Ayers,, B.M.Althouse,, J.-P.Allem,, D.E.Ford,, K.M.Ribisl,, & J.E.Cohen, (2012). A novel evaluation of world no tobacco day in Latin America. Journal of Medical Internet Research, 14(3), 288–298. doi:10.2196/jmir.2148
5. J.W.Ayers,, B.M.Althouse,, & S.Emery, (2015). Changes in Internet searches associated with the “Tips from Former Smokers” campaign. American Journal of Preventive Medicine, 48(6), e27–e29. doi:10.1016/j.amepre.2015.03.015
6. J.W.Ayers,, B.M.Althouse,, K.M.Ribisl,, & S.Emery, (2014). Digital detection for tobacco control: Online reactions to the 2009 US cigarette excise tax increase. Nicotine & Tobacco Research, 16(5), 576–583. doi:10.1093/ntr/ntt186
7. M.L.Berman,, & A.E.Kim, (2015). Bridging the gap between science and law: The example of tobacco regulatory science. The Journal of Law, Medicine & Ethics, 43(s1), 95–98. doi:10.1111/jlme.12227
8. C.Cardie,, & J.Wilkerson, (2008). Text annotation for political science research. Journal of Information Technology & Politics, 5(1), 1–6. doi:10.1080/19331680802149590
9. M.V.Carroll,, A.Shensa,, & B.A.Primack, (2013). A comparison of cigarette- and hookah-related videos on YouTube. Tobacco Control, 22(5), 319–323. doi:10.1136/tobaccocontrol-2011-050253
10. P.A.Cavazos-Rehg,, M.J.Krauss,, E.L.Spitznagel,, A.Lowery,, R.A.Grucza,, F.J.Chaloupka,, & L.J.Bierut, (2014). Monitoring of non-cigarette tobacco use using Google Trends. Tobacco Control. doi:10.1136/tobaccocontrol-2013-051276
11. A.Charlesworth,, & S.A.Glantz, (2005). Smoking in the movies increases adolescent smoking: A review. Pediatrics, 116(6), 1516–1528. doi:10.1542/peds.2005-0141
12. S.Chattopadhyay,, & D.R.Pieper, (2012). Does spending more on tobacco control programs make economic sense? An incremental benefit-cost analysis using panel data. Contemporary Economic Policy, 30(3), 430–447. doi:10.1111/j.1465-7287.2011.00302.x
13. C.Chung,, & H.M.Kaiser, (1999). Measurement of advertising effectiveness using alternative measures of advertising exposure. Agribusiness, 15(4), 525–537. doi:10.1002/(SICI)1520-6297(199923)15:4<525::AID-AGR8>3.0.CO;2-2
14. N.K.Cobb,, D.Mays,, & A.L.Graham, (2013). Sentiment analysis to determine the impact of online messages on smokers’ choices to use varenicline. Journal of the National Cancer Institute. Monographs, 2013(47), 224–230. doi:10.1093/jncimonographs/lgt020
15. D.W.Cowling,, M.V.Modayil,, & C.Stevens, (2010). Assessing the relationship between ad volume and awareness of a tobacco education media campaign. Tobacco Control, 19(Suppl 1), i37–i42. doi:10.1136/tc.2009.030692
16. M.A.Dalton,, M.L.Beach,, A.M.Adachi-Mejia,, M.R.Longacre,, A.L.Matzkin,, J.D.Sargent,, & L.Titus-Ernstoff, (2009). Early exposure to movie smoking predicts established smoking by older teens and young adults. Pediatrics, 123(4), e551–e558. doi:10.1542/peds.2008-2102
17. M.A.Dalton,, J.D.Sargent,, M.L.Beach,, L.Titus-Ernstoff,, J.J.Gibson,, M.B.Ahrens,, & T.F.Heatherton, (2003). Effect of viewing smoking in movies on adolescent smoking initiation: A cohort study. The Lancet, 362(9380), 281–285. doi:10.1016/S0140-6736(03)13970-0
18. D.Dave,, & H.Saffer, (2013). Demand for smokeless tobacco: Role of advertising. Journal of Health Economics, 32(4), 682–697. doi:10.1016/j.jhealeco.2013.03.007
19. J.B.Depue,, B.G.Southwell,, A.E.Betzner,, & B.M.Walsh, (2015). Encoded exposure to tobacco use in social media predicts subsequent smoking behavior. American Journal of Health Promotion: AJHP, 29(4), 259–261. doi:10.4278/ajhp.130214-ARB-69
20. J.M.Distefan,, J.P.Pierce,, & E.A.Gilpin, (2004). Do favorite movie stars influence adolescent smoking initiation? American Journal of Public Health, 94(7), 1239–1244. doi:10.2105/AJPH.94.7.1239
21. J.C.Duke,, N.Mann,, K.C.Davis,, A.MacMonegle,, J.Allen,, & L.Porter, (2014). The impact of a state-sponsored mass media campaign on use of telephone quitline and web-based cessation services. Preventing Chronic Disease, 11, E225. doi:10.5888/pcd11.140354
22. D.T.Duncan,, S.D.Regan,, D.Shelley,, K.Day,, R.R.Ruff,, M.Al-Bayan,, & B.Elbel, (2014). Application of global positioning system methods for the study of obesity and hypertension risk among low-income housing residents in New York City: A spatial feasibility study. Geospatial Health, 9(1), 57–70. doi:10.4081/gh.2014.6
23. S.M.Dunlop,, T.Cotter,, & D.Perez, (2014). When your smoking is not just about you: Antismoking advertising, interpersonal pressure, and quitting outcomes. Journal of Health Communication, 19(1), 41–56. doi:10.1080/10810730.2013.798375
24. S.M.Dunlop,, T.Cotter,, D.Perez,, & M.Wakefield, (2013). Televised antismoking advertising: Effects of level and duration of exposure. American Journal of Public Health, 103(8), e66–e73. doi:10.2105/AJPH.2012.301079
25. S.M.Dunlop,, D.Perez,, & T.Cotter, (2012). The natural history of antismoking advertising recall: The influence of broadcasting parameters, emotional intensity and executional features. Tobacco Control. doi:10.1136/tobaccocontrol-2011-050256
26. S.Durkin,, L.Biener,, & M.A.Wakefield, (2009). Effects of different types of antismoking ads on reducing disparities in smoking cessation among socioeconomic subgroups. American Journal of Public Health, 99(12), 2217–2223. doi:10.2105/AJPH.2009.161638
27. S.Durkin,, E.Brennan,, & M.Wakefield, (2012). Mass media campaigns to promote smoking cessation among adults: An integrative review. Tobacco Control, 21(2), 127–138. doi:10.1136/tobaccocontrol-2011-050345
28. S.L.Emery,, Y.Kim,, Y.K.Choi,, G.Szczypka,, M.Wakefield,, & F.J.Chaloupka, (2012). The effects of smoking-related television advertising on smoking and intentions to quit among adults in the United States: 1999–2007. American Journal of Public Health, 102(4), 751–757. doi:10.2105/AJPH.2011.300443
29. S.L.Emery,, G.Szczypka,, E.P.Abril,, Y.Kim,, & L.Vera, (2014). Are you scared yet? Evaluating fear appeal messages in tweets about the tips campaign. Journal of Communication, 64(2), 278–295. doi:10.1111/jcom.12083
30. S.L.Emery,, M.A.Wakefield,, Y.Terry-McElrath,, H.Saffer,, G.Szczypka,, P.M.O’Malley,, & B.Flay, (2005). Televised state-sponsored antitobacco advertising and youth smoking beliefs and behavior in the United States, 1999-2000. Archives of Pediatrics & Adolescent Medicine, 159(7), 639–645. doi:10.1001/archpedi.159.7.639
31. M.C.Farrelly,, K.C.Davis,, J.Duke,, & P.Messeri, (2009). Sustaining “truth”: Changes in youth tobacco attitudes and smoking intentions after 3 years of a national antismoking campaign. Health Education Research, 24(1), 42–48. doi:10.1093/her/cym087
32. M.C.Farrelly,, K.C.Davis,, M.L.Haviland,, P.Messeri,, & C.G.Healton, (2005). Evidence of a dose-response relationship between “truth” antismoking ads and youth smoking prevalence. American Journal of Public Health, 95(3), 425–431. doi:10.2105/AJPH.2004.049692
33. M.C.Farrelly,, J.C.Duke,, K.C.Davis,, J.M.Nonnemaker,, K.Kamyab,, J.G.Willett,, & H.R.Juster, (2012). Promotion of smoking cessation with emotional and/or graphic antismoking advertising. American Journal of Preventive Medicine, 43(5), 475–482. doi:10.1016/j.amepre.2012.07.023
34. M.C.Farrelly,, J.Nonnemaker,, K.C.Davis,, & A.Hussin, (2009). The influence of the National Truth® campaign on smoking initiation. American Journal of Preventive Medicine, 36(5), 379–384. doi:10.1016/j.amepre.2009.01.019
35. M.C.Farrelly,, T.F.Pechacek,, & F.J.Chaloupka, (2003). The impact of tobacco control program expenditures on aggregate cigarette sales: 1981–2000. Journal of Health Economics, 22(5), 843–859. doi:10.1016/S0167-6296(03)00057-2
36. P.W.Farris,, N.T.Bendle,, P.E.Pfeifer,, & D.J.Reibstein, (2010). Marketing metrics: The definitive guide to measuring marketing performance. Upper Saddle River, NJ: Pearson Education.
37. E.C.Feighery,, L.Henriksen,, Y.Wang,, N.Schleicher,, & S.Fortmann, (2006). An evaluation of four measures of adolescents’ exposure to cigarette marketing in stores. Nicotine & Tobacco Research, 8(6), 751–759. doi:10.1080/14622200601004125
38. E.C.Feighery,, K.M.Ribisl,, N.Schleicher,, R.E.Lee,, & S.Halvorson, (2001). Cigarette advertising and promotional strategies in retail outlets: Results of a statewide survey in California. Tobacco Control, 10(2), 184–188. doi:10.1136/tc.10.2.184
39. M.Fishbein,, & R.Hornik, (2008). Measuring media exposure: An introduction to the special issue. Communication Methods and Measures, 2(1–2), 1–5. doi:10.1080/19312450802095943
40. S.R.Forsyth,, C.Kennedy,, & R.E.Malone, (2013). The effect of the internet on teen and young adult tobacco use: A literature review. Journal of Pediatric Health Care, 27(5), 367–376. doi:10.1016/j.pedhc.2012.02.008
41. S.R.Forsyth,, & R.E.Malone, (2010). “I’ll be your cigarette—Light me up and get on with it”: Examining smoking imagery on YouTube. Nicotine & Tobacco Research, 12(8), 810–816. doi:10.1093/ntr/ntq101.
42. B.Freeman,, & S.Chapman, (2010). British American tobacco on Facebook: Undermining article 13 of the global world health organization framework convention on tobacco control. Tobacco Control, 19(3), e1–e9. doi:10.1136/tc.2009.032847
43. E.A.Gilpin,, & J.P.Pierce, (1997). Trends in adolescent smoking initiation in the United States: Is tobacco marketing an influence? Tobacco Control, 6(2), 122–127. doi:10.1136/tc.6.2.122
44. S.González-Bailón,, & G.Paltoglou, (2015). Signals of public opinion in online communication: A comparison of methods and data sources. The ANNALS of the American Academy of Political and Social Science, 659(1), 95–107. doi:10.1177/0002716215569192
45. J.Grimmer,, & B.M.Stewart, (2013). Text as data: The promise and pitfalls of automatic content analysis methods for political texts. Political Analysis, 21(3), 267–297. doi:10.1093/pan/mps028
46. L.Guggenheim,, S.M.Jang,, S.Y.Bae,, & W.R.Neuman, (2015). The dynamics of issue frame competition in traditional and social media. The ANNALS of the American Academy of Political and Social Science, 659(1), 207–224. doi:10.1177/0002716215570549
47. R.Hanewinkel,, M.Morgenstern,, S.E.Tanski,, & J.D.Sargent, (2008). Longitudinal study of parental movie restriction on teen smoking and drinking in Germany. Addiction (Abingdon, England), 103(10), 1722–1730. doi:10.1111/j.1360-0443.2008.02308.x
48. R.Hanewinkel,, & J.D.Sargent, (2007). Exposure to smoking in popular contemporary movies and youth smoking in Germany. American Journal of Preventive Medicine, 32(6), 466–473. doi:10.1016/j.amepre.2007.02.025
49. R.Hanewinkel,, & J.D.Sargent, (2008). Exposure to smoking in internationally distributed American movies and youth smoking in Germany: A cross-cultural cohort study. Pediatrics, 121(1), e108–e117. doi:10.1542/peds.2007-1201
50. J.K.Harris,, S.C.Shelton,, S.Moreland-Russell,, & D.A.Luke, (2010). Tobacco coverage in print media: The use of timing and themes by tobacco control supporters and opposition before a failed tobacco tax initiative. Tobacco Control, 19(1), 37–43. doi:10.1136/tc.2009.032516
51. L.Henriksen,, E.C.Feighery,, N.C.Schleicher,, D.W.Cowling,, R.S.Kline,, & S.P.Fortmann, (2008). Is adolescent smoking related to the density and proximity of tobacco outlets and retail cigarette advertising near schools? Preventive Medicine, 47(2), 210–214. doi:10.1016/j.ypmed.2008.04.008
52. L.Henriksen,, N.C.Schleicher,, E.C.Feighery,, & S.P.Fortmann, (2010). A longitudinal study of exposure to retail cigarette advertising and smoking initiation. Pediatrics, 126(2), 232–238. doi:10.1542/peds.2009-3021
53. R.C.Hornik, (2002). Public health communication: Making sense of contradictory evidence. In R. C. Hornik (Ed.), Public Health Communication: Evidence for Behavior Change (pp. 1–19). Mahwah, NJ: Erlbaum.
54. R.C.Hornik,, & I.Yanovitzky, (2003). Using theory to design evaluations of communication campaigns: The case of the national youth anti-drug media campaign. Communication Theory, 13(2), 204–224. doi:10.1111/j.1468-2885.2003.tb00289.x
55. T.-W.Hu,, H.-Y.Sung,, & T.E.Keeler, (1995). The state antismoking campaign and the industry response: The effects of advertising on cigarette consumption in California. The American Economic Review, 85(2), 85–90.
56. J.Huang,, R.Zheng,, & S.Emery, (2013). Assessing the impact of the national smoking ban in indoor public places in China: Evidence from quit smoking related online searches. PLoS ONE, 8(6), 1–10. doi:10.1371/journal.pone.0065577
57. K.Hunt,, M.Henderson,, D.Wight,, & J.D.Sargent, (2011). Exposure to smoking in films and own smoking among Scottish adolescents: A cross-sectional study. Thorax, 66(10), 866–874. doi:10.1136/thoraxjnl-2011-200095
58. K.Hunt,, H.Sweeting,, J.Sargent,, H.Lewars,, S.D.Cin,, & K.Worth, (2009). An examination of the association between seeing smoking in films and tobacco use in young adults in the west of Scotland: Cross-sectional study. Health Education Research, 24(1), 22–31. doi:10.1093/her/cym082
59. Y.Hwang, (2012). Social diffusion of campaign effects: Campaign-generated interpersonal communication as a mediator of antitobacco campaign effects. Communication Research, 39(1), 120–141. doi:10.1177/0093650210389029
60. A.Hyland,, M.Wakefield,, C.Higbee,, G.Szczypka,, & K.M.Cummings, (2006). Anti-tobacco television advertising and indicators of smoking cessation in adults: A cohort study. Health Education Research, 21(3), 348–354. doi:10.1093/her/cyl048
61. P.E.Jamieson,, & D.Romer, (2014). Portrayal of tobacco use in prime-time TV dramas: Trends and associations with adult cigarette consumption - USA, 1955–2010. Tobacco Control. doi:10.1136/tobaccocontrol-2012-050896
62. B.J.Kelly,, J.Niederdeppe,, & R.C.Hornik, (2009). Validating measures of scanned information exposure in the context of cancer prevention and screening behaviors. Journal of Health Communication, 14(8), 721–740. doi:10.1080/10810730903295559
63. A.E.Kim,, B.R.Loomis,, A.H.Busey,, M.C.Farrelly,, J.G.Willett,, & H.R.Juster, (2013). Influence of retail cigarette advertising, price promotions, and retailer compliance on youth smoking-related attitudes and behaviors. Journal of Public Health Management and Practice: JPHMP, 19(6). doi:10.1097/PHH.0b013e3182980c47
64. T.R.Kirchner,, J.Cantrell,, A.Anesetti-Rothermel,, O.Ganz,, D.M.Vallone,, & D.B.Abrams, (2013). Geospatial exposure to point-of-sale tobacco. American Journal of Preventive Medicine, 45(4), 379–385. doi:10.1016/j.amepre.2013.05.016
65. K.Krippendorff, (2009). Testing the reliability of content analysis data. In K.Krippendorff, & M.A.Bock (Eds.), The Content Analysis Reader (pp. 350–357). Thousand Oaks, CA: SAGE.
66. T.E.Langley,, A.McNeill,, S.Lewis,, L.Szatkowski,, & C.Quinn, (2012). The impact of media campaigns on smoking cessation activity: A structural vector autoregression analysis. Addiction, 107(11), 2043–2050. doi:10.1111/j.1360-0443.2012.03958.x
67. C.Lee,, R.C.Hornik,, & M.Hennessy, (2008). The reliability and stability of general media exposure measures. Communication Methods and Measures, 2(1–2), 6–22. doi:10.1080/19312450802063024
68. J.Lightwood,, & S.Glantz, (2011). Effect of the Arizona tobacco control program on cigarette consumption and healthcare expenditures. Social Science & Medicine, 72(2), 166–172. doi:10.1016/j.socscimed.2010.11.015
69. J.Lightwood,, & S.A.Glantz, (2013). The effect of the California tobacco control program on smoking prevalence, cigarette consumption, and healthcare costs: 1989–2008. PloS One, 8(2), e47145. doi:10.1371/journal.pone.0047145
70. C.Lovato,, H.C.H.Hsu,, C.M.Sabiston,, V.Hadd,, & C.I.J.Nykiforuk, (2007). Tobacco Point-of-Purchase marketing in school neighbourhoods and school smoking prevalence: A descriptive study. Canadian Journal of Public Health = Revue Canadienne De Santé Publique, 98(4), 265–270.
71. C.Lovato,, A.Watts,, & L.F.Stead, (2011). Impact of tobacco advertising and promotion on increasing adolescent smoking behaviours. Cochrane Database Syst Rev, 10. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/21975739
72. W.Max,, H.-Y.Sung,, & J.Lightwood, (2012). The impact of changes in tobacco control funding on healthcare expenditures in California, 2012–2016. Tobacco Control, 22(e1), e10–e15. doi:10.1136/tobaccocontrol-2011-050130
73. M.Morgenstern,, E.A.P.Poelen,, R.Scholte,, S.Karlsdottir,, S.H.Jonsson,, F.Mathis, … R.Hanewinkel, (2011). Smoking in movies and adolescent smoking: Cross-cultural study in six European countries. Thorax, 66, 875–883. doi:10.1136/thoraxjnl-2011-200489
74. M.Morgenstern,, J.D.Sargent,, R.C.M.E.Engels,, R.H.J.Scholte,, E.Florek,, K.Hunt,, & R.Hanewinkel, (2013). Smoking in movies and adolescent smoking initiation: Longitudinal study in six European countries. American Journal of Preventive Medicine, 44(4), 339–344. doi:10.1016/j.amepre.2012.11.037
75. G.E.Nagelhout,, B.V.D.Putte, B. van den, H.D.Vries, H. de, M.Crone,, G.T.Fong,, & M.C.Willemsen, (2012). The influence of newspaper coverage and a media campaign on smokers’ support for smoke-free bars and restaurants and on secondhand smoke harm awareness: Findings from the International Tobacco Control (ITC) Netherlands Survey. Tobacco Control, 21(1), 24–29. doi:10.1136/tc.2010.040477.
76. J.Niederdeppe, (2014). Conceptual, empirical, and practical issues in developing valid measures of public communication campaign exposure. Communication Methods and Measures, 8(2), 138–161. doi:10.1080/19312458.2014.903391
77. J.Niederdeppe,, R.Avery,, S.Byrne,, & T.Siam, (2014). Variations in state use of antitobacco message themes predict youth smoking prevalence in the USA, 1999–2005. Tobacco Control, 25, 101–107. doi:10.1136/tobaccocontrol-2014-051836
78. J.Niederdeppe,, M.C.Farrelly,, K.Y.Thomas,, D.Wenter,, & D.Weitzenkamp, (2007). Newspaper coverage as indirect effects of a health communication intervention: The Florida tobacco control program and youth smoking. Communication Research, 34(4), 382–405. doi:10.1177/0093650207302784
79. J.Niederdeppe,, M.C.Farrelly,, & D.Wenter, (2007). Media advocacy, tobacco control policy change and teen smoking in Florida. Tobacco Control, 16(1), 47–52. doi:10.1136/tc.2005.015289
80. J.M.Nonnemaker,, J.A.Allen,, K.C.Davis,, K.Kamyab,, J.C.Duke,, & M.C.Farrelly, (2014). The influence of antismoking television advertisements on cessation by race/ethnicity, socioeconomic status, and mental health status. Plos One, 9(7), e102943. doi:10.1371/journal.pone.0102943
81. R.Petchler,, & S.González-Bailón, (2015). Automated content analysis of online political communication. In S.Coleman, & D.Freelon (Eds.), Handbook of Digital Politics (pp. 433–450). Cheltenham, UK: Edward Elgar Publishing.
82. J.P.Pierce,, D.M.Anderson,, R.M.Romano,, H.I.Meissner,, & J.C.Odenkirchen, (1992). Promoting smoking cessation in the United States: Effect of public service announcements on the cancer information service telephone line. Journal of the National Cancer Institute, 84(9), 677–683. doi:10.1093/jnci/84.9.677
83. J.P.Pierce,, & E.A.Gilpin, (2001). News media coverage of smoking and health is associated with changes in population rates of smoking cessation but not initiation. Tobacco Control, 10(2), 145–153. doi:10.1136/tc.10.2.145
84. J.P.Pierce,, E.A.Gilpin,, S.L.Emery,, M.M.White,, B.Rosbrook,, C.C.Berry,, & A.J.Farkas, (1998). Has the California tobacco control program reduced smoking? JAMA: The Journal of the American Medical Association, 280(10), 893–899. doi:10.1001/jama.280.10.893
85. R.W.Pollay,, S.Siddarth,, M.Siegel,, A.Haddix,, R.K.Merritt,, G.A.Giovino,, & M.P.Eriksen, (1996). The last straw? Cigarette advertising and realized market shares among youths and adults, 1979–1993. Journal of Marketing, 60(2), 1–16. doi:10.2307/1251927
86. W.J.Potter, (2008). The importance of considering exposure states when designing survey research studies. Communication Methods and Measures, 2(1–2), 152–166. doi:10.1080/19312450802062299
87. W.J.Potter,, & D.Levine‐Donnerstein, (1999). Rethinking validity and reliability in content analysis. Journal of Applied Communication Research, 27(3), 258–284. doi:10.1080/00909889909365539
88. B.A.Primack,, M.R.Longacre,, M.L.Beach,, A.M.Adachi-Mejia,, L.J.Titus,, & M.A.Dalton, (2012). Association of established smoking among adolescents with timing of exposure to smoking depicted in movies. Journal of the National Cancer Institute, 104(7), 549–555. doi:10.1093/jnci/djs138
89. M.Prior, (2009). The immensely inflated news audience: Assessing bias in self-reported news exposure. Public Opinion Quarterly, 73(1), 130–143. doi:10.1093/poq/nfp002
90. S.Richardson,, T.Langley,, L.Szatkowski,, M.Sims,, A.Gilmore,, A.McNeill,, & S.Lewis, (2014). How does the emotive content of televised anti-smoking mass media campaigns influence monthly calls to the NHS Stop Smoking helpline in England? Preventive Medicine, 69, 43–48. doi:10.1016/j.ypmed.2014.08.030
91. S.Richardson,, A.McNeill,, T.E.Langley,, M.Sims,, A.Gilmore,, L.Szatkowski,, & S.Lewis, (2014). The impact of televised tobacco control advertising content on campaign recall: Evidence from the International Tobacco Control (ITC) United Kingdom Survey. BMC Public Health, 14(1), 432. doi:10.1186/1471-2458-14-432
92. W.S.Robinson, (2009). Ecological correlations and the behavior of individuals. International Journal of Epidemiology, 38(2), 337–341. doi:10.1093/ije/dyn357
93. A.Romantan,, R.C.Hornik,, V.Price,, J.Cappella,, & K.Viswanath, (2008). A comparative analysis of the performance of alternative measures of exposure. Communication Methods and Measures, 2(1–2), 80–99. doi:10.1080/19312450802062539
94. J.D.Sargent,, M.L.Beach,, A.M.Adachi-Mejia,, J.J.Gibson,, L.T.Titus-Ernstoff,, C.P.Carusi,, & M.A.Dalton, (2005). Exposure to movie smoking: Its relation to smoking initiation among US adolescents. Pediatrics, 116(5), 1183–1191. doi:10.1542/peds.2005-0714
95. J.D.Sargent,, M.L.Beach,, M.A.Dalton,, L.A.Mott,, J.J.Tickle,, M.B.Ahrens,, & T.F.Heatherton, (2001). Effect of seeing tobacco use in films on trying smoking among adolescents: Cross sectional study. British Medical Journal, 323(7326), 1394–1397. doi:10.1136/bmj.323.7326.1394
96. J.D.Sargent,, M.A.Dalton,, M.L.Beach,, L.A.Mott,, J.J.Tickle,, M.B.Ahrens,, & T.F.Heatherton, (2002). Viewing tobacco use in movies: Does it shape attitudes that mediate adolescent smoking? American Journal of Preventive Medicine, 22(3), 137–145. doi:10.1016/S0749-3797(01)00434-2
97. J.D.Sargent,, J.Gibson,, & T.F.Heatherton, (2009). Comparing the effects of entertainment media and tobacco marketing on youth smoking. Tobacco Control, 18(1), 47–53. doi:10.1136/tc.2008.026153
98. J.D.Sargent,, & R.Hanewinkel, (2009). Comparing the effects of entertainment media and tobacco marketing on youth smoking in Germany. Addiction, 104(5), 815–823. doi:10.1111/j.1360-0443.2009.02542.x
99. J.D.Sargent,, M.Stoolmiller,, K.A.Worth,, S.Dal Cin,, T.A.Wills,, F.X.Gibbons,, & S.Tanski, (2007). Exposure to smoking depictions in movies: Its association with established adolescent smoking. Archives of Pediatrics & Adolescent Medicine, 161(9), 849–856. doi:10.1001/archpedi.161.9.849
100. J.D.Sargent,, K.A.Worth,, M.Beach,, M.Gerrard,, & T.F.Heatherton, (2008). Population-based assessment of exposure to risk behaviors in motion pictures. Communication Methods and Measures, 2(1–2), 134–151. doi:10.1080/19312450802063404
101. H.Sato, (2003). Agenda setting for smoking control in Japan, 1945–1990: Influence of the mass media on national health policy making. Journal of Health Communication, 8(1), 23–40. doi:10.1080/10810730305731
102. H.A.Schwartz,, & L.H.Ungar, (2015). Data-driven content analysis of social media: A systematic overview of automated methods. The ANNALS of the American Academy of Political and Social Science, 659(1), 78–94. doi:10.1177/0002716215569197
103. M.Sims,, T.Langley,, S.Lewis,, S.Richardson,, L.Szatkowski,, A.McNeill,, & A.B.Gilmore, (2014). Effectiveness of tobacco control television advertisements with different types of emotional content on tobacco use in England, 2004–2010. Tobacco Control. doi:10.1136/tobaccocontrol-2013-051454
104. M.Sims,, R.Salway,, T.Langley,, S.Lewis,, A.McNeill,, L.Szatkowski,, & A.B.Gilmore, (2014). Effectiveness of tobacco control television advertising in changing tobacco use in England: A population-based cross-sectional study. Addiction, 109(6), 986–994. doi:10.1111/add.12501
105. M.Slater, (2004). Operationalizing and analyzing exposure: The foundation of media effects research. Journalism & Mass Communication Quarterly, 81(1), 168–183. doi:10.1177/107769900408100112
106. M.Slater, (2013). Content Analysis as a Foundation for Programmatic Research in Communication. Communication Methods and Measures, 7(2), 85–93. doi:10.1080/19312458.2013.789836
107. M.Slater,, L.Snyder,, & A.F.Hayes, (2006). Thinking and modeling at multiple levels: The potential contribution of multilevel modeling to communication theory and research. Human Communication Research, 32(4), 375–384. doi:10.1111/j.1468-2958.2006.00292.x
108. S.J.Slater,, F.J.Chaloupka,, M.Wakefield,, L.D.Johnston,, & P.M.O’Malley, (2007). The impact of retail cigarette marketing practices on youth smoking uptake. Archives of Pediatrics & Adolescent Medicine, 161(5), 440–445. doi:10.1001/archpedi.161.5.440
109. K.C.Smith,, C.Siebel,, L.Pham,, J.Cho,, R.F.Singer,, F.J.Chaloupka,, & M.Wakefield, (2008). News on tobacco and public attitudes toward smokefree air policies in the United States. Health Policy, 86(1). doi:10.1016/j.healthpol.2007.09.015
110. K.C.Smith,, M.A.Wakefield,, Y.Terry-McElrath,, F.J.Chaloupka,, B.Flay,, L.Johnston, … C.Siebel, (2008). Relation between newspaper coverage of tobacco issues and smoking attitudes and behaviour among American teens. Tobacco Control, 17(1), 17–24. doi:10.1136/tc.2007.020495
111. A.V.Song,, P.M.Ling,, T.B.Neilands,, & S.A.Glantz, (2007). Smoking in movies and increased smoking among young adults. American Journal of Preventive Medicine, 33(5), 396–403. doi:10.1016/j.amepre.2007.07.026
112. B.G.Southwell,, N.D.Gilkerson,, J.B.Depue,, A.K.Shelton,, L.M.Friedenberg,, & W.Koutstaal, (2010). Aging and the questionable validity of recognition-based exposure measurement. Communication Research, 37(5), 603–619. doi:10.1177/0093650209356442
113. B.G.Southwell,, & R.Langteau, (2008). Age, memory changes, and the varying utility of recognition as a media effects pathway. Communication Methods and Measures, 2(1–2), 100–114. doi:10.1080/19312450802062380
114. J.E.Stryker, (2003). Articles media and marijuana: A longitudinal analysis of news media effects on adolescents’ marijuana use and related outcomes, 1977–1999. Journal of Health Communication, 8(4), 305–328. doi:10.1080/10810730305724
115. J.E.Stryker, (2008). Measuring aggregate media exposure: A construct validity test of indicators of the national news environment. Communication Methods and Measures, 2(1–2), 115–133. doi:10.1080/19312450802062620
116. S.E.Tanski,, M.Stoolmiller,, M.Gerrard,, & J.D.Sargent, (2012). Moderation of the association between media exposure and youth smoking onset: Race/ethnicity, and parent smoking. Prevention Science, 13(1), 55–63. doi:10.1007/s11121-011-0244-3
117. J.F.Thrasher,, C.Jackson,, E.Arillo-Santillán,, & J.D.Sargent, (2008). Exposure to smoking imagery in popular films and adolescent smoking in Mexico. American Journal of Preventive Medicine, 35(2), 95–102. doi:10.1016/j.amepre.2008.03.036
118. J.F.Thrasher,, J.D.Sargent,, L.Huang,, E.Arillo-Santillán,, A.Dorantes-Alonso,, & R.Pérez-Hernández, (2009). Does film smoking promote youth smoking in middle-income countries? A longitudinal study among Mexican adolescents. Cancer Epidemiology Biomarkers and Prevention, 18(12), 3444–3450. doi:10.1158/1055-9965.EPI-09-0883
119. J.J.Tickle,, J.D.Sargent,, M.A.Dalton,, M.L.Beach,, & T.F.Heatherton, (2001). Favourite movie stars, their tobacco use in contemporary movies, and its association with adolescent smoking. Tobacco Control, 10(1), 16–22. doi:10.1136/tc.10.1.16
120. L.Titus-Ernstoff,, M.A.Dalton,, A.M.Adachi-Mejia,, M.R.Longacre,, & M.L.Beach, (2008). Longitudinal study of viewing smoking in movies and initiation of smoking by children. Pediatrics, 121(1), 15–21. doi:10.1542/peds.2007-0051
121. R.Tourangeau, (2000). Remembering what happened: Memory errors and survey reports. In A.A.Stone, C.A.Bachrach, J.B.Jobe, H.S.Kurtzman, & V.S.Cain (Eds.), The Science of Self-report: Implications for Research and Practice (1st ed., pp. 29–47). Mahwah, NJ: Lawrence Erlbaum Associates.
122. P.M.Valkenburg,, & J.Peter, (2013). Five challenges for the future of media-effects research. International Journal of Communication, 7, 197–215.
123. M.A.Wakefield,, K.Coomber,, S.J.Durkin,, M.Scollo,, M.Bayly,, M.J.Spittal, … D.Hill, (2014). Time series analysis of the impact of tobacco control policies on smoking prevalence among Australian adults, 2001–2011. Bulletin of the World Health Organization, 92(6), 413–422. doi:10.2471/BLT.13.118448
124. M.A.Wakefield,, S.Durkin,, M.J.Spittal,, M.Siahpush,, M.Scollo,, J.A.Simpson, … D.Hill, (2008). Impact of tobacco control policies and mass media campaigns on monthly adult smoking prevalence. American Journal of Public Health, 98(8), 1443–1450. doi:10.2105/AJPH.2007.128991
125. M.A.Wakefield,, B.Loken,, & R.C.Hornik, (2010). Use of mass media campaigns to change health behaviour. The Lancet, 376(9748), 1261–1271. doi:10.1016/S0140-6736(10)60809-4
126. M.A.Wakefield,, M.J.Spittal,, -H.-H.Yong,, S.J.Durkin,, & R.Borland, (2011). Effects of mass media campaign exposure intensity and durability on quit attempts in a population-based cohort study. Health Education Research, 26(6), 988–997. doi:10.1093/her/cyr054
127. M.A.Wakefield,, Y.Terry-McElrath,, S.Emery,, H.Saffer,, F.J.Chaloupka,, G.Szczypka, … L.D.Johnston, (2006). Effect of televised, tobacco company-funded smoking prevention advertising on youth smoking-related beliefs, intentions, and behavior. American Journal of Public Health, 96(12), 2154–2160. doi:10.2105/AJPH.2005.083352
128. A.E.Waylen,, S.D.Leary,, A.R.Ness,, S.E.Tanski,, & J.D.Sargent, (2011). Cross-sectional association between smoking depictions in films and adolescent tobacco use nested in a British cohort study. Thorax, 66(10), 856–861. doi:10.1136/thoraxjnl-2011-200053
129. V.M.White,, S.J.Durkin,, K.Coomber,, & M.A.Wakefield, (2013). What is the role of tobacco control advertising intensity and duration in reducing adolescent smoking prevalence? Findings from 16 years of tobacco control mass media advertising in Australia. Tobacco Control, 24, 198–204. doi:10.1136/tobaccocontrol-2012-050945
130. A.V.Wilkinson,, M.R.Spitz,, A.V.Prokhorov,, M.L.Bondy,, S.Shete,, & J.D.Sargent, (2009). Exposure to smoking imagery in the movies and experimenting with cigarettes among Mexican heritage youth. Cancer Epidemiology, Biomarkers & Prevention, 18(12), 3435–3443. doi:10.1158/1055-9965.EPI-09-0766
131. A.Wonneberger,, K.Schoenbach,, & L.V.Meurs, (2013). Dimensionality of TV-news exposure: Mapping news viewing behavior with people-meter data. International Journal of Public Opinion Research, 25(1), 87–107. doi:10.1093/ijpor/eds004
132. L.Zhang,, K.Vickerman,, A.Malarcher,, & P.Mowery, (2014). Intermediate cessation outcomes among quitline callers during a national tobacco education campaign. Nicotine & Tobacco Research, 16(11), 1478–1486. doi:10.1093/ntr/ntu105