Can TV advertising affect societal outcomes beyond traditional marketing outcomes such as sales and brand awareness? The authors address this question in the context of the COVID-19 pandemic by analyzing daily advertising and mobility data for 2,194 counties across 204 designated market areas in the United States. By employing a border identification strategy that exploits discontinuities across television markets, the authors find a significant positive causal relationship between TV ads from brands containing COVID-19 narratives and people's social distancing behavior, while controlling for government policy interventions (e.g., shelter-in-place, mask mandates). The estimated effects are almost 11 times larger in counties without government policy interventions compared with counties with policy interventions. Notably, while the overall impact of government ads on social distancing behavior is nonsignificant, the effect becomes significantly negative (positive) in the presence (absence) of policy interventions. The results are robust to alternative model specifications, variable operationalizations, and other data considerations. The findings underscore the critical role that spillover effects from brand-sponsored TV ads can play during major public crises, including mitigating the lack of local governments' policy interventions. The findings bear substantive implications for managers and policy makers regarding how advertising strategies may help improve public health outcomes or advance social good.
AakerDavid A.BielAlexander L. (2013), Brand Equity & Advertising: Advertising’s Role in Building Strong Brands. Psychology Press.
2.
AlbaJoseph W.ChattopadhyayAmitava (1986), “Salience Effects in Brand Recall,” Journal of Marketing Research, 23 (4), 363–69.
3.
AlbaJosephHutchinsonJ. WesleyLynchJohn G.Jr. (1991), “Memory and Decision Making,” in Handbook of Consumer Theory and Research, Harold K. Kassarjian and Thomas S. Robertson, eds. Englewood Cliffs, NJ: Prentice-Hall, 1–49.
BrehmSharon S. and BrehmJack W. (2013), Psychological Reactance: A Theory of Freedom and Control. Cambridge, MA: Academic Press.
8.
BrzezinskiAdamKechtValentinVan DijckeDavidWrightAustin L. (2021), “Science Skepticism Reduced Compliance with COVID-19 Shelter-in-Place Policies in the United States,” Nature Human Behaviour, 5 (11), 1519–27.
9.
ChandyRajesh K.JoharGita VenkataramaniMoormanChristineRobertsJohn H. (2021), “Better Marketing for a Better World,” Journal of Marketing, 85 (3), 1–9.
10.
ChiouLesleyTuckerCatherine (2020), “Social Distancing, Internet Access and Inequality,” working paper, National Bureau of Economic Research.
11.
CourtemancheCharlesGaruccioJosephLeAnhPinkstonJoshuaYelowitzAaron (2020), “Strong Social Distancing Measures in the United States Reduced the COVID-19 Growth Rate,” Health Affairs, 39 (7), 1237–46.
12.
CutlerDavid M.SummersLawrence H. (2020), “The COVID-19 Pandemic and the $16 Trillion Virus,” JAMA, 324 (15), 1495–96.
13.
DanaherPeter J.BonfrerAndréDharSanjay (2008), “The Effect of Competitive Advertising Interference on Sales for Packaged Goods,” Journal of Marketing Research, 45 (2) 211–25.
EmerySherryKimYoonsangChoiYoung KuSzczypkaGlenWakefieldMelanieChaloupkaFrank J. (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), 751–57.
16.
FossenBeth L.MallapragadaGirishDeAnwesha (2021), “Impact of Political Television Advertisements on Viewers’ Response to Subsequent Advertisements,” Marketing Science, 40 (2), 305–24.
17.
FransesPhilip Hans,Van OestRutger (2007), “On the Econometrics of the Geometric Lag Model,” Economics Letters, 95 (2), 291–96.
18.
GoldfarbAviTuckerCatherineWangYanwen (2022), “Conducting Research in Marketing with Quasi-Experiments,” Journal of Marketing, 86 (3), 1–20.
19.
HaugNilsGeyrhoferLukasLondeiAlessandroDervicElmaDesvars-LarriveAmélieLoretoVittorio, et al. (2020), “Ranking the Effectiveness of Worldwide COVID-19 Government Interventions,” Nature Human Behaviour, 4 (12), 1303–12.
20.
HuangXiaoMartinYagoWangSiqinZhangMengxiGongXiGeYue, et al. (2022), “The Promise of Excess Mobility Analysis: Measuring Episodic-Mobility with Geotagged Social media Data,” Cartography and Geographic Information Science, 49 (5), 464–78.
21.
IrmakCaglarMurdockMitchel R.KanuriVamsi K. (2020), “When Consumption Regulations Backfire: The Role of Political Ideology,” Journal of Marketing Research, 57 (5), 966–84.
22.
KangLijunMaSimengChenMinYangJunWangYingLiRuiting, et al. (2020), “Impact on Mental Health and Perceptions of Psychological Care Among Medical and Nursing Staff in Wuhan During the 2019 Novel Coronavirus Disease Outbreak: A Cross-Sectional Study,” Brain, Behavior, and Immunity, 87 (July), 11–17.
23.
KearneyMelissa S.,LevinePhillip B. (2015), “Media Influences on Social Outcomes: The Impact of MTV’s 16 and Pregnant on Teen Childbearing,” American Economic Review, 105 (12), 3597–3632.
24.
KimTongil “TI”KCDiwas (2020), “Can Viagra Advertising Make More Babies? Direct-to-Consumer Advertising on Public Health Outcomes,” Journal of Marketing Research, 57 (4), 599–616.
25.
KoetkeJonahSchumannKarinaPorterTenelle (2021), “Trust in Science Increases Conservative Support for Social Distancing,” Group Processes & Intergroup Relations, 24 (4), 680–97.
26.
KöhlerChristineMantralaMurali K.AlbersSönkeKanuriVamsi K. (2017), “A Meta-Analysis of Marketing Communication Carryover Effects,” Journal of Marketing Research, 54 (6), 990–1008.
27.
LevyMarvComptonRichardDienstfreyStephen (2004), “Public Perceptions of the July 2003 You Drink & Drive. You Lose. Crackdown: Telephone Surveys Show the Media Campaign Reaches Target Audience,” National Highway Traffic Safety Administration, https://trid.trb.org/view/704162.
28.
LewisRandall A.,RaoJustin M. (2015), “The Unfavorable Economics of Measuring the Returns to Advertising,” Quarterly Journal of Economics, 130 (4), 1941–73.
29.
LiJingLuoXuemingLuXianghuaMoriguchiTakeshi (2021), “The Double-Edged Effects of E-Commerce Cart Retargeting: Does Retargeting Too Early Backfire?” Journal of Marketing, 85 (4), 123–40.
30.
LodishLeonard M.AbrahamMagidKalmensonStuartLivelsbergerJeanneLubetkinBethRichardsonBruce, et al. (1995), “How T.V. Advertising Works: A Meta-Analysis of 389 Real World Split Cable T.V. Advertising Experiments,” Journal of Marketing Research, 32 (2), 125–39.
31.
MaraniMarcoKatulGabriel G.PanWilliam K.ParolariAnthony J. (2021), “Intensity and Frequency of Extreme Novel Epidemics,” Proceedings of the National Academy of Sciences, 118 (35), e2105482118.
32.
MellonJonathan (2014), “Internet Search Data and Issue Salience: The Properties of Google Trends as a Measure of Issue Salience,” Journal of Elections, Public Opinion and Parties, 24 (1), 45–72.
33.
MelnykVladimirCarrillatFrançois A.MelnykValentyna (2021), “The Influence of Social Norms on Consumer Behavior: A Meta-Analysis,” Journal of Marketing, 86 (3), 98–120.
34.
MizrahiShlomoVigoda-GadotEranCohenNissim (2021), “How Well Do They Manage a Crisis? The Government’s Effectiveness During the COVID-19 Pandemic,” Public Administration Review, 81 (6), 1120–30.
NiederdeppeJeffAveryRosemaryMillerEmily N. (2017), “Alcohol-Control Public Service Announcements (PSAs) and Drunk-Driving Fatal Accidents in the United States, 1996–2010,” Preventive Medicine, 99 (June), 320–25.
37.
PainterMarcus,QiuTian (2021), “Political Beliefs Affect Compliance With Government Mandates,” Journal of Economic Behavior & Organization, 185 (May), 688–701.
PazChristian (2020), “All the President’s Lies About the Coronavirus,” The Atlantic (November 2), https://www.theatlantic.com/politics/archive/2020/11/trumps-lies-about-coronavirus/608647/.
41.
PechmannCornelia (2001), “A Comparison of Health Communication Models: Risk Learning Versus Stereotype Priming,” Media Psychology, 3 (2), 189–210.
42.
PechmannCorneliaRatneshwarS. (1994), “The Effects of Antismoking and Cigarette Advertising on Young Adolescents’ Perceptions of Peers Who Smoke,” Journal of Consumer Research, 21 (2), 236–251.
43.
PorterMichael E.KramerMark R. (2011), “Creating Shared Value,” Harvard Business Review, 89 (1/2), 62–77.
SemenzaJan C.HallDavid E.WilsonDaniel J.BontempoBrian D.SailorDavid J.GeorgeLinda A. (2008), “Public Perception of Climate Change: Voluntary Mitigation and Barriers to Behavior Change,” American Journal of Preventive Medicine, Theme Issue: Climate Change and the Health of the Public, 35 (5), 479–87.
46.
SethuramanRajTellisGerardBrieschRichard (2011), “How Well Does Advertising Work? Generalizations from Meta-Analysis of Brand Advertising Elasticities,” Journal of Marketing Research, 48 (3), 457–71.
47.
ShapiroBradley T. (2018), “Positive Spillovers and Free Riding in Advertising of Prescription Pharmaceuticals: The Case of Antidepressants,” Journal of Political Economy, 126 (1), 381–437.
48.
ShapiroBradley T. (2022), “Promoting Wellness or Waste? Evidence from Antidepressant Advertising,” American Economic Journal: Microeconomics, 14 (2), 439–77.
49.
ShapiroBradley T.HitschGünter J.TuchmanAnna E. (2021), “TV Advertising Effectiveness and Profitability: Generalizable Results From 288 Brands,” Econometrica, 89 (4), 1855–79.
50.
SimonovAndreySacherSzymonDubéJean-PierreBiswasShirsho (2022), “Frontiers: The Persuasive Effect of Fox News: Noncompliance with Social Distancing During the COVID-19 Pandemic,” Marketing Science, 41 (2), 230–42.
51.
SrivastavaRajendra K.FaheyLiamChristensenH. Kurt (2001), “The Resource-Based View and Marketing: The Role of Market-Based Assets in Gaining Competitive Advantage,” Journal of Management, 27 (6), 777–802.
TaylorSteven,AsmundsonGordon J.G. (2021), “Negative Attitudes About Facemasks During the COVID-19 Pandemic: The Dual Importance of Perceived Ineffectiveness and Psychological Reactance,” PLoS One, 16 (2), e0246317.
54.
TodriVilmaGhoseAnindyaSinghParam Vir (2020), “Trade-Offs in Online Advertising: Advertising Effectiveness and Annoyance Dynamics Across the Purchase Funnel,” Information Systems Research, 31 (1), 102–25.
55.
TuchmanAnna E. (2019), “Advertising and Demand for Addictive Goods: The Effects of E-Cigarette Advertising,” Marketing Science, 38 (6), 994–1022.
56.
WakefieldMelanie A.LokenBarbaraHornikRobert C. (2010), “Use of Mass Media Campaigns to Change Health Behaviour,” The Lancet, 376 (9748), 1261–71.
57.
WangYanwenLewisMichaelSchweidelDavid A. (2018), “A Border Strategy Analysis of Ad Source and Message Tone in Senatorial Campaigns,” Marketing Science, 37 (3), 333–55.
58.
WangYanwenLewisMichaelSinghVishal (2021), “Investigating the Effects of Excise Taxes, Public Usage Restrictions, and Antismoking Ads Across Cigarette Brands,” Journal of Marketing, 85 (3), 150–67.
59.
WrightRobert E.,PalmerJohn C. (2008), “Reactance: Implications for Public Sector Marketers,” Journal of Nonprofit & Public Sector Marketing, 4 (1/2), 3–10.
60.
WrightAustin L.SoninKonstantinDriscollJesseWilsonJarnickae (2020), “Poverty and Economic Dislocation Reduce Compliance with COVID-19 Shelter-in-Place Protocols,” Journal of Economic Behavior & Organization, 180 (December), 544–54.
61.
YanYoupeiMalikAmyn A.BayhamJudeFenichelEli P.CouzensChandraOmerSaad B. (2021), “Measuring Voluntary and Policy-Induced Social Distancing Behavior During the COVID-19 Pandemic,” Proceedings of the National Academy of Sciences, 118 (16), e2008814118.
62.
YangJoonhyukLeeJung YounChintaguntaPradeep K. (2021), “Commercial Success Through Commercials? Advertising and Pay-TV Operators,” Journal of Marketing Research, 58 (5), 925–47.
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