The Effect of Price and Non-Price Factors on the Alcoholic Beverage Consumption of Millennials in the City of Caloocan

Authors

  • Angel Joyce Sophia Cordero University of Santo Tomas, Philippines
  • Audre Garett Balayan University of Santo Tomas, Philippines
  • Jefferson Paspie University of Santo Tomas, Philippines
  • Ronaldo Cabauatan University of Santo Tomas, Philippines

DOI:

https://doi.org/10.11111/ujost.v1i2.76

Keywords:

Alcohol consumption, millennials, excise tax, sales restrictions, media advertisement, health warning labels

Abstract

The study examines the impact of excise tax (price factor), alcohol sales restrictions, media advertisements, and health warning labels (non-price factors) on the alcoholic consumption of millennials in Caloocan City, Philippines. The study identifies whether such factors imposed and used significantly reduce alcohol use among millennials. Previous empirical research shows that all factors have either increased or decreased alcohol use. Nevertheless, excessive consumption of alcohol leads to various negative externalities which cause harmful impacts on a household or a community. This research identifies if the price and non-price factors are effective approaches or strategies for controlling the consumption of alcoholic beverages. This study uses regression analysis through Ordinary Least Squares to analyze the data gathered through a survey. The findings of the study show that imposition of excise tax and placing health warning labels has a statistically significant effect on reducing alcohol use. Meanwhile, sales restrictions and media advertisement does not have a significant impact. Furthermore, researchers recommend that policymakers impose a higher excise tax rate and place health warning labels on alcohol containers to reduce its consumption and lessen its related harms among individuals and their surroundings.

References

Adams, M., & Effertz, T. (2010). Effective Prevention against Risky Underage Drinking -- The Need for Higher Excise Taxes on Alcoholic Beverages in Germany. Alcohol and Alcoholism, 45(4), 387–394. https://doi.org/10.1093/alcalc/agq031

Al-hamdani, M., & Smith, S. (2015). Alcohol warning label perceptions: Emerging evidence for alcohol policy. Canadian Journal of Public Health, 106(6), e395–e400. https://doi.org/10.17269/cjph.106.5116

Anderson, P., & Baumberg, B. (2006). Alcohol in Europe – Public Health Perspective: Report summary. Drugs: Education, Prevention and Policy, 13(6), 483–488. https://doi.org/10.1080/09687630600902477

Armira, A., Armira, E., Drosos, D., Skordoulis, M., & Chalikias, M. (2016). Determinants of consumers’ behaviour toward alcohol drinks : the case of Greek millennials. International Journal of Electronic Customer Relationship Management : IJECRM, 10(1). https://www.econbiz.de/Record/determinants-of-consumers-behaviour-toward-alcohol-drinks-the-case-of-greek-millennials-armira-andrianna/10011687953

Atkin, C. K. (1990). Effects of televised alcohol messages on teenage drinking patterns. Journal of Adolescent Health Care, 11(1), 10–24. https://doi.org/10.1016/0197-0070(90)90125-l

Atkin, C. K., Neuendorf, K., & McDermott, S. (1983). The Role of Alcohol Advertising in Excessive and Hazardous Drinking. Journal of Drug Education, 13(4), 313–325. https://doi.org/10.2190/hvm2-41pq-e774-94mf[1]

Atkin, C., & Block, M. (1984). Content and effects of alcohol advertising: a reply to Strickland. Journal of Studies on Alcohol, 45(1), 93–100. https://doi.org/10.15288/jsa.1984.45.93

Babor, Caetano, Casswell, Edwards, Giesbrecht, Graham, Grube, Hill, Holder, Homel, Livingston, Österberg, Rehm, Room, & Rossow. (2010). Alcohol: No Ordinary Commodity - a summary of the second edition. Addiction, 105(5), 769–779. https://doi.org/10.1111/j.1360-0443.2010.02945.x

Baumann, F., Buchwald, A., Friehe, T., Hottenrott, H., & Mechtel, M. (2019). The effect of a ban on late-night off-premise alcohol sales on violent crime: Evidence from Germany. International Review of Law and Economics, 60, 105850. https://doi.org/10.1016/j.irle.2019.105850

Beall, G. (2017). 8 Keys to Connecting with Teens on Social Media. Retrieved November 9, 2017, from Business 2 Community: https://www.business2community.com/social-media/8- keys-connecting-teens-social-media01807524#77j03v2I3w35piry.97

Bielinska-Kwapisz, A., & Mielecka-Kubien, Z. (2011). Alcohol Consumption and Its Adverse Effects in Poland in Years 1950–2005. Economics Research International, 2011, 1–13. https://doi.org/10.1155/2011/870714

Billich, N., Blake, M. R., Backholer, K., Cobcroft, M., Li, V., & Peeters, A. (2018). The effect of sugar-sweetened beverage front-of-pack labels on drink selection, health knowledge and awareness: An online randomised controlled trial. Appetite, 128, 233–241. https://doi.org/10.1016/j.appet.2018.05.149

Bouchery, E. E., Harwood, H. J., Sacks, J. J., Simon, C. J., & Brewer, R. D. (2011). Economic Costs of Excessive Alcohol Consumption in the U.S., 2006. American Journal of Preventive Medicine, 41(5), 516–524. https://doi.org/10.1016/j.amepre.2011.06.045

Brewer, N. T., Parada, H., Hall, M. G., Boynton, M. H., Noar, S. M., & Ribisl, K. M. (2018). Understanding Why Pictorial Cigarette Pack Warnings Increase Quit Attempts. Annals of Behavioral Medicine, 53(3), 232–243. https://doi.org/10.1093/abm/kay032

Brown, K. G., Stautz, K., Hollands, G. J., Winpenny, E. M., & Marteau, T. M. (2015). The Cognitive and Behavioural Impact of Alcohol Promoting and Alcohol Warning Advertisements: An Experimental Study. Alcohol and Alcoholism, 51(3), 354–362. https://doi.org/10.1093/alcalc/agv104

Burton, R., Henn, C., Lavoie, D., O’Connor, R., Perkins, C., Sweeney, K., Greaves, F., Ferguson, B., Beynon, C., Belloni, A., Musto, V., Marsden, J., & Sheron, N. (2017). A rapid evidence review of the effectiveness and cost-effectiveness of alcohol control policies: an English perspective. The Lancet, 389(10078), 1558–1580. https://doi.org/10.1016/s0140-6736(16)32420-5

Carah, N., Brodmerkel, S., & Hernandez, L. (2014). Brands and sociality. Convergence: The International Journal of Research into New Media Technologies, 20(3), 259–275. https://doi.org/10.1177/1354856514531531

Carpenter, C. S., & Eisenberg, D. (2009). Effects of Sunday Sales Restrictions on Overall and Day-Specific Alcohol Consumption: Evidence From Canada. Journal of Studies on Alcohol and Drugs, 70(1), 126–133. https://doi.org/10.15288/jsad.2009.70.126

Carpenter, C., & Eisenberg, D. (2007). Alcohol Availability and Alcohol Consumption: New Evidence from Sunday Sales Restrictions in Canada. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.615.6019&rep=rep1&type=pdf

Casswell, S., & Thamarangsi, T. (2009). Reducing harm from alcohol: call to action. The Lancet, 373(9682), 2247–2257. https://doi.org/10.1016/s0140-6736(09)60745-5

CDC. National Center for Chronic Disease Prevention and Health Promotion. (2015). Alcohol Use and Your Health. https://www.cdc.gov/alcohol/pdfs/alcoholyourhealth.pdf

Cho, Y. J., Thrasher, J. F., Yong, H.-H., Szklo, A. S., O’Connor, R. J., Bansal-Travers, M., Hammond, D., Fong, G. T., Hardin, J., & Borland, R. (2018). Path analysis of warning label effects on negative emotions and quit attempts: A longitudinal study of smokers in Australia, Canada, Mexico, and the US. Social Science & Medicine, 197, 226–234. https://doi.org/10.1016/j.socscimed.2017.10.003

Clarke, N., Pechey, E., Kosīte, D., König, L. M., Mantzari, E., Blackwell, A. K. M., Marteau, T. M., & Hollands, G. J. (2020). Impact of Health Warning Labels on Selection and Consumption of Food and Alcohol Products: Systematic Review with Meta-analysis. Health Psychology Review, 1–39. https://doi.org/10.1080/17437199.2020.1780147

Community Preventive Services Task Force. (2018). Alcohol – Excessive Consumption: Maintaining Limits on Hours of Sale. The Guide to Community Preventive Services (the Community Guide). https://www.thecommunityguide.org/findings/alcohol-excessive-consumption-maintaining-limits-hours-sale

Cook, P. A., Phillips-Howard, P. A., Morleo, M., Harkins, C., Briant, L., & Bellis, M. A. (2011). The Big Drink Debate: perceptions of the impact of price on alcohol consumption from a large scale cross-sectional convenience survey in north west England. BMC Public Health, 11(1). https://doi.org/10.1186/1471-2458-11-664

Coomber, K., Martino, F., Barbour, I. R., Mayshak, R., & Miller, P. G. (2015). Do consumers “Get the facts”? A survey of alcohol warning label recognition in Australia. BMC Public Health, 15(1). https://doi.org/10.1186/s12889-015-2160-0

Critchlow, N., MacKintosh, A. M., Thomas, C., Hooper, L., & Vohra, J. (2019). Awareness of alcohol marketing, ownership of alcohol branded merchandise, and the association with alcohol consumption, higher-risk drinking, and drinking susceptibility in adolescents and young adults: a cross-sectional survey in the UK. BMJ Open, 9(3), e025297. https://doi.org/10.1136/bmjopen-2018-025297

Daley, J. I., Stahre, M. A., Chaloupka, F. J., & Naimi, T. S. (2012). The Impact of a 25-Cent-Per-Drink Alcohol Tax Increase. American Journal of Preventive Medicine, 42(4), 382–389. https://doi.org/10.1016/j.amepre.2011.12.008

Dimock, M. (2019). Defining generations: Where Millennials End and Generation Z Begins. Pew Research Center. https://www.pewresearch.org/fact-tank/2019/01/17/where-millennials-end-and-generation-z-begins/

Elder, R. W., Lawrence, B., Ferguson, A., Naimi, T. S., Brewer, R. D., Chattopadhyay, S. K., Toomey, T. L., & Fielding, J. E. (2010). The Effectiveness of Tax Policy Interventions for Reducing Excessive Alcohol Consumption and Related Harms. American Journal of Preventive Medicine, 38(2), 217–229. https://doi.org/10.1016/j.amepre.2009.11.005

Elton-Marshall, T., Xu, S. S., Meng, G., Quah, A. C. K., Sansone, G. C., Feng, G., Jiang, Y., Driezen, P., Omar, M., Awang, R., & Fong, G. T. (2015). The lower effectiveness of text-only health warnings in China compared to pictorial warnings in Malaysia: findings from the ITC project. Tobacco Control, tobaccocontrol-2015-052616. https://doi.org/10.1136/tobaccocontrol-2015-052616

Esser, M. B., Waters, H., Smart, M., & Jernigan, D. H. (2016). Impact of Maryland’s 2011 alcohol sales tax increase on alcoholic beverage sales. The American Journal of Drug and Alcohol Abuse, 42(4), 404–411. https://doi.org/10.3109/00952990.2016.1150485

Etikan, I., Musa, S. A., & Alkassim, R. S. (2016). Comparison of Convenience Sampling and Purposive Sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1–4.

Farrell, S., Manning, W. G., & Finch, M. D. (2003). Alcohol dependence and the price of alcoholic beverages. Journal of Health Economics, 22(1), 117–147. https://doi.org/10.1016/s0167-6296(02)00099-1

Fitzgerald, H. E., & Zucker, R. A. (2021). Socioeconomic Status and Alcoholism: The Contextual Structure of Developmental Pathways to Addiction. Children of Poverty, 125–148. https://doi.org/10.4324/9781315861623-6

Gallet, C. A. (2007). The demand for alcohol: a meta-analysis of elasticities. The Australian Journal of Agricultural and Resource Economics, 51(2), 121–135. https://doi.org/10.1111/j.1467-8489.2007.00365.x

Gehrsitz, M., Saffer, H., & Grossman, M. (2021). The effect of changes in alcohol tax differentials on alcohol consumption. Journal of Public Economics, 204, 104520. https://doi.org/10.1016/j.jpubeco.2021.104520

Greenfield, T. K., Ye, Y., Bond, J., Kerr, W. C., Nayak, M. B., Kaskutas, L. A., Anton, R. F., Litten, R. Z., & Kranzler, H. R. (2014). Risks of Alcohol Use Disorders Related to Drinking Patterns in the U.S. General Population. Journal of Studies on Alcohol and Drugs, 75(2), 319–327. https://doi.org/10.15288/jsad.2014.75.319

Griffith, R., O’Connell, M., & Smith, K. (2017). Designing alcohol taxes: Evidence from the UK market. VoxEU.org. https://voxeu.org/article/designing-alcohol-taxes

Griffith, R., O’Connell, M., & Smith, K. (2019). Tax design in the alcohol market. Journal of Public Economics, 172, 20–35. https://doi.org/10.1016/j.jpubeco.2018.12.005

Grittner, U., Gustafsson, N.-K., & Bloomfield, K. (2009). Changes in Alcohol Consumption in Denmark after the Tax Reduction on Spirits. European Addiction Research, 15(4), 216–223. https://doi.org/10.1159/000239415

Grönqvist, H., & Niknami, S. (2014). Alcohol availability and crime: Lessons from liberalized weekend sales restrictions. Journal of Urban Economics, 81, 77–84. https://doi.org/10.1016/j.jue.2014.03.001

Gruber, J., & Koszegi, B. (2002). A Theory of Government Regulation of Addictive Bads: Optimal Tax Levels and Tax Incidence for Cigarette Excise Taxation. National Bureau of Economic Research. http://www.nber.org/papers/w8777

Gujarati, D. (2011). Econometrics by Example (1st ed.). Palgrave Macmillan. 102-103.

Hahn, R. A., Kuzara, J. L., Elder, R., Brewer, R., Chattopadhyay, S., Fielding, J., Naimi, T. S., Toomey, T., Middleton, J. C., & Lawrence, B. (2010). Effectiveness of Policies Restricting Hours of Alcohol Sales in Preventing Excessive Alcohol Consumption and Related Harms. American Journal of Preventive Medicine, 39(6), 590–604. https://doi.org/10.1016/j.amepre.2010.09.016

Hammond, D. (2011). Health warning messages on tobacco products: a review. Tobacco Control, 20(5), 327–337. https://doi.org/10.1136/tc.2010.037630

Heinz, A. J., Beck, A., Meyer-Lindenberg, A., Sterzer, P., & Heinz, A. (2011). Cognitive and neurobiological mechanisms of alcohol-related aggression. Nature Reviews Neuroscience, 12(7), 400–413. https://doi.org/10.1038/nrn3042

Hobin, E., Schoueri-Mychasiw, N., Weerasinghe, A., Vallance, K., Hammond, D., Greenfield, T. K., McGavock, J., Paradis, C., & Stockwell, T. (2020). Effects of strengthening alcohol labels on attention, message

processing, and perceived effectiveness: A quasi-experimental study in Yukon,

Canada. The International Journal on Drug Policy, 77, 102666. https://doi.org/10.1016/j.drugpo.2020.102666

Jackson, K. M., & Bartholow, B. D. (2020). Psychological Processes Underlying Effects of Alcohol Marketing on Youth Drinking. Journal of Studies on Alcohol and Drugs, Supplement, s19, 81–96. https://doi.org/10.15288/jsads.2020.s19.81

Jensen, R. T., & Miller, N. H. (2008). Giffen Behavior and Subsistence Consumption. The American Economic Review, 98(4), 1553–1577. http://www.jstor.org/stable/29730133?origin=JSTOR-pdf

Jiang, H., Livingston, M., Room, R., & Callinan, S. (2016). Price elasticity of on- and off-premises demand for alcoholic drinks: A Tobit analysis. Drug and Alcohol Dependence, 163, 222–228. https://doi.org/10.1016/j.drugalcdep.2016.04.026

Jones, S. C., & Magee, C. A. (2011). Exposure to Alcohol Advertising and Alcohol Consumption among Australian Adolescents. Alcohol and Alcoholism, 46(5), 630–637. https://doi.org/10.1093/alcalc/agr080

Jones-Webb, R., Snowden, L., Herd, D., Short, B., & Hannan, P. (1997). Alcohol-related problems among black, Hispanic and white men: the contribution of neighborhood poverty. Journal of Studies on Alcohol, 58(5), 539–545. https://doi.org/10.15288/jsa.1997.58.539

Jarque, C., Bera, A., 1980. Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters 6, 255–259.

Jyani, G., Prinja, S., Ambekar, A., Bahuguna, P., & Kumar, R. (2019). Health impact and economic burden of alcohol consumption in India. International Journal of Drug Policy, 69, 34–42. https://doi.org/10.1016/j.drugpo.2019.04.005

Karpuškienė, V. (2021). Alcohol Availability Restriction Policy and Changes in Consumer Behavior in Lithuania in 2016–2019. Ekonomika, 100(1), 75–93. https://doi.org/10.15388/ekon.2021.1.5

Kaskutas, L., & Greenfield, T. K. (1992). First effects of warning labels on alcoholic beverage containers. Drug and Alcohol Dependence, 31(1), 1–14. https://doi.org/10.1016/0376-8716(92)90002-t

Katainen, A., Kauppila, E., Svensson, J., Lindeman, M., & Hellman, M. (2020). Regulating Alcohol Marketing on Social Media: Outcomes and Limitations of Marketing Restrictions of Finland’s 2015 Alcohol Act. Journal of Studies on Alcohol and Drugs, 81(1), 39–46. https://doi.org/10.15288/jsad.2020.81.39

Kellershohn, J. (2018). Alcoholic Beverages: Technology and Next-Generation Marketing. Innovations in Technologies for Fermented Food and Beverage Industries, 105–120. https://doi.org/10.1007/978-3-319-74820-7_6

Kenkel, D. S. (2005). Are Alcohol Tax Hikes Fully Passed Through to Prices? Evidence from Alaska. American Economic Review, 95(2), 273–277. https://doi.org/10.1257/000282805774670284

Kersbergen, I., & Field, M. (2017). Alcohol consumers’ attention to warning labels and brand information on alcohol packaging: Findings from cross-sectional and experimental studies. BMC Public Health, 17(1). https://doi.org/10.1186/s12889-017-4055-8

Kokole, D., Anderson, P., & Jané-Llopis, E. (2021). Nature and Potential Impact of Alcohol Health Warning Labels: A Scoping Review. Nutrients, 13(9), 3065. https://doi.org/10.3390/nu13093065

Kolosnitsyna, M., Sitdikov, M., & Khorkina, N. (2014). Availability restrictions and alcohol consumption: A case of restricted hours of alcohol sales in Russian regions. The International Journal of Alcohol and Drug Research, 3(3), 193. https://doi.org/10.7895/ijadr.v3i3.154

Kumar, S. (2017). Price Elasticity of Alcohol Demand in India. Alcohol and Alcoholism, 52(3), 390–395. https://doi.org/10.1093/alcalc/agx001

Kypri, K., Jones, C., McElduff, P., & Barker, D. (2010). Effects of restricting pub closing times on night-time assaults in an Australian city. Addiction, 106(2), 303–310. https://doi.org/10.1111/j.1360-0443.2010.03125.x

Lillard, D. R., Molloy, E., & Zan, H. (2018). Television and Magazine Alcohol Advertising: Exposure and Trends by Sex and Age. Journal of Studies on Alcohol and Drugs, 79(6), 881–892. https://doi.org/10.15288/jsad.2018.79.881

MacKinnon, D. P., Nohre, L., Cheong, J., Stacy, A. W., & Pentz, M. A. (2001). Longitudinal relationship between the alcohol warning label and alcohol consumption. Journal of Studies on Alcohol, 62(2), 221–227. https://doi.org/10.15288/jsa.2001.62.221

Mäkelä, P., & Österberg, E. (2009). Weakening of one more alcohol control pillar: a review of the effects of the alcohol tax cuts in Finland in 2004. Addiction, 104(4), 554–563. https://doi.org/10.1111/j.1360-0443.2009.02517.x

Mantzari, E., Vasiljevic, M., Turney, I., Pilling, M., & Marteau, T. (2018). Impact of warning labels on sugar-sweetened beverages on parental selection: An online experimental study. Preventive Medicine Reports, 12, 259–267. https://doi.org/10.1016/j.pmedr.2018.10.016

Martin, E. (2006). Survey Questionnaire Construction. https://www.census.gov/content/dam/Census/library/workingpapers/2006/adrm/rsm2006-13.pdf

McKinney, C. M., Chartier, K. G., Caetano, R., & Harris, T. R. (2012). Alcohol Availability and Neighborhood Poverty and Their Relationship to Binge Drinking and Related Problems Among Drinkers in Committed Relationships. Journal of Interpersonal Violence, 27(13), 2703–2727. https://doi.org/10.1177/0886260512436396

Meng, Y., Brennan, A., Purshouse, R., Hill-McManus, D., Angus, C., Holmes, J., & Meier, P. S. (2014). Estimation of own and cross price elasticities of alcohol demand in the UK—A pseudo-panel approach using the Living Costs and Food Survey 2001–2009. Journal of Health Economics, 34, 96–103. https://doi.org/10.1016/j.jhealeco.2013.12.006

Middleton, J. C., Hahn, R. A., Kuzara, J. L., Elder, R., Brewer, R., Chattopadhyay, S., Fielding, J., Naimi, T. S., Toomey, T., & Lawrence, B. (2010). Effectiveness of Policies Maintaining or Restricting Days of Alcohol Sales on Excessive Alcohol Consumption and Related Harms. American Journal of Preventive Medicine, 39(6), 575–589. https://doi.org/10.1016/j.amepre.2010.09.015

Midford, R., Young, D., Chikritzhs, T., Playford, D., Kite, E., & Pascal, R. (2010). The effect of alcohol sales and advertising restrictions on a remote Australian community. Drugs: Education, Prevention and Policy, 17(1), 21–41. https://doi.org/10.3109/09687630802145271

Mongan, A. (2012). Drug use in Ireland and Northern Ireland. Alcohol consumption and alcohol-related harm in Ireland 2010/2011 drug prevalence survey. Bulletin 7. Www.drugsandalcohol.ie. https://www.drugsandalcohol.ie/18439/

Morgenstern, M., Dumbili, E. W., Hansen, J., & Hanewinkel, R. (2021). Effects of alcohol warning labels on alcohol-related cognitions among German adolescents: A factorial experiment. Addictive Behaviors, 117, 106868. https://doi.org/10.1016/j.addbeh.2021.106868

Murray, A. (2020). Millennials and the alcohol industry: expenditure variations among generations. Applied Economics Letters, 1–6. https://doi.org/10.1080/13504851.2020.1808569

Naimi, T. S., Ross, C. S., Siegel, M. B., DeJong, W., & Jernigan, D. H. (2016). Amount of Televised Alcohol Advertising Exposure and the Quantity of Alcohol Consumed by Youth. Journal of Studies on Alcohol and Drugs, 77(5), 723–729. https://doi.org/10.15288/jsad.2016.77.723

Niland, P., McCreanor, T., Lyons, A. C., & Griffin, C. (2016). Alcohol marketing on social media: young adults engage with alcohol marketing on facebook. Addiction Research & Theory, 25(4), 273–284. https://doi.org/10.1080/16066359.2016.1245293

Noel, J. K., Sammartino, C. J., & Rosenthal, S. R. (2020). Exposure to Digital Alcohol Marketing and Alcohol Use: A Systematic Review. Journal of Studies on Alcohol and Drugs, Supplement, s19, 57–67. https://doi.org/10.15288/jsads.2020.s19.57

O’Donoghue, T., & Rabin, M. (2006). Optimal sin taxes. Journal of Public Economics, 90(10-11), 1825–1849. https://doi.org/10.1016/j.jpubeco.2006.03.001

Ogilvie, K. A. (2017). Unintended consequences of local alcohol restrictions in rural Alaska. Journal of Ethnicity in Substance Abuse, 17(1), 16–31. https://doi.org/10.1080/15332640.2017.1362728

Petticrew, M., Shemilt, I., Lorenc, T., Marteau, T. M., Melendez-Torres, G. J., O’Mara-Eves, A., Stautz, K., & Thomas, J. (2016). Alcohol advertising and public health: systems perspectives versus narrow perspectives. Journal of Epidemiology and Community Health, 71(3), 308–312. https://doi.org/10.1136/jech-2016-207644

Pinsky, I., & El Jundi, S. A. (2008). Alcohol advertising and alcohol consumption among youngsters: review of the international literature]. Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999), 30(4), 362–374. https://doi.org/10.1590/s1516-44462008005000015

Philippine Statistics Authority. (2016). Highlights of the Philippine Population 2015 Census of Population. Psa.gov.ph. https://psa.gov.ph/content/highlights-philippine-population-2015-census-population

Philippine Statistics Authority. (2018). Poverty Statistics of the Philippine Statistics Authority. Rssoncr.psa.gov.ph. http://rssoncr.psa.gov.ph/ncr4

Popova, S., Giesbrecht, N., Bekmuradov, D., & Patra, J. (2009). Hours and Days of Sale and Density of Alcohol Outlets: Impacts on Alcohol Consumption and Damage: A Systematic Review. Alcohol and Alcoholism, 44(5), 500–516. https://doi.org/10.1093/alcalc/agp054

Rai, & Thapa. (2015). A Study on Purposive Sampling Method in Research. Academia.edu. https://www.academia.edu/28087388/A_STUDY_ON_PURPOSIVE_SAMPLING_METHOD_IN_RESEARCH

Raosoft Inc. (2004). Sample Size Calculator. http://www.raosoft.com/samplesize.html

Ramsey, J. B. (1969), “Tests for Specification Errors in Classical Linear Least-Squares Analysis,” Journal of the Royal Statistical Association, Series B, 71, 350–371

Rehm, J., Mathers, C., Popova, S., Thavorncharoensap, M., Teerawattananon, Y., & Patra, J. (2009). Global burden of disease and injury and economic cost attributable to alcohol use and alcohol-use disorders. Lancet (London, England), 373(9682), 2223–2233. https://doi.org/10.1016/S0140-6736(09)60746-7

Reynolds, J. P., Archer, S., Pilling, M., Kenny, M., Hollands, G. J., & Marteau, T. M. (2019). Public acceptability of nudging and taxing to reduce consumption of alcohol, tobacco, and food: A population-based survey experiment. Social Science & Medicine, 236, 112395. https://doi.org/10.1016/j.socscimed.2019.112395

Russell, D. W., & Russell, C. A. (2008). Embedded Alcohol Messages in Television Series: The Interactive Effect of Warnings and Audience Connectedness on Viewers’ Alcohol Beliefs. Journal of Studies on Alcohol and Drugs, 69(3), 459–467. https://doi.org/10.15288/jsad.2008.69.459

Sherk, A., Stockwell, T., Chikritzhs, T., Andréasson, S., Angus, C., Gripenberg, J., Holder, H., Holmes, J., Mäkelä, P., Mills, M., Norström, T., Ramstedt, M., & Woods, J. (2018). Alcohol Consumption and the Physical Availability of Take-Away Alcohol: Systematic Reviews and Meta-Analyses of the Days and Hours of Sale and Outlet Density. Journal of Studies on Alcohol and Drugs, 79(1), 58–67. https://doi.org/10.15288/jsad.2018.79.58

Sillero-Rejon, C., Attwood, A. S., Blackwell, A. K. M., Ibáñez-Zapata, J.-A., Munafò, M. R., & Maynard, O. M. (2018). Alcohol pictorial health warning labels: the impact of self-affirmation and health warning severity. BMC Public Health, 18(1). https://doi.org/10.1186/s12889-018-6243-6

Skorobogatov, A. (2014). The Effect of Closing Hour Restrictions on Alcohol Use and Abuse in Russia. Papers.ssrn.com. http://ssrn.com/abstract=2501865

Slater, M. D., & Domenech, M. M. (1995). Alcohol warnings in TV beer advertisements. Journal of Studies on Alcohol, 56(3), 361–367. https://doi.org/10.15288/jsa.1995.56.361

Smith, K. T. (2011). Digital marketing strategies that Millennials find appealing,

motivating, or just annoying. Journal of Strategic Marketing, 19(6), 489–499. https://doi.org/10.1080/0965254x.2011.581383

Snyder, L. B., Milici, F. F., Slater, M., Sun, H., & Strizhakova, Y. (2006). Effects of Alcohol Advertising Exposure on Drinking Among Youth. Archives of Pediatrics & Adolescent Medicine, 160(1), 18. https://doi.org/10.1001/archpedi.160.1.18

Sornpaisran. (2019). Creative Commons — Attribution-NonCommercial-ShareAlike 3.0 IGO — CC BY-NC-SA 3.0 IGO. Creativecommons.org. https://creativecommons.org/licenses/by-nc-sa/3.0/igo/

Stafford, L. D., & Salmon, J. (2016). Alcohol health warnings can influence the speed of consumption. Journal of Public Health, 25(2), 147–154. https://doi.org/10.1007/s10389-016-0770-3

Stafford, L. D., Wigg, S., & Salmon, J. (2016). Alcohol health warning messages: Effects on attitudes and consumption. Appetite, 107, 692. https://doi.org/10.1016/j.appet.2016.08.089

Staub, C., & Siegrist, M. (2022). How health warning labels on wine and vodka bottles influence perceived risk, rejection, and acceptance. BMC Public Health, 22(1). https://doi.org/10.1186/s12889-022-12564-8

Stautz, K., Frings, D., Albery, I. P., Moss, A. C., & Marteau, T. M. (2016). Impact of alcohol-promoting and alcohol-warning advertisements on alcohol consumption, affect, and implicit cognition in heavy-drinking young adults: A laboratory-based randomized controlled trial. British Journal of Health Psychology, 22(1), 128–150. https://doi.org/10.1111/bjhp.12221

Stockwell, T., Auld, M. C., Zhao, J., & Martin, G. (2012). Does minimum pricing reduce alcohol consumption? The experience of a Canadian province. Addiction, 107(5), 912–920. https://doi.org/10.1111/j.1360-0443.2011.03763.x

Sychareun, V., Hansana, V., Phengsavanh, A., Chaleunvong, K., & Tomson, T. (2015). Perceptions and acceptability of pictorial health warning labels vs text only - a cross-sectional study in Lao PDR. BMC Public Health, 15(1). https://doi.org/10.1186/s12889-015-2415-9

Task Force on Community Preventive Services. (2010). Increasing Alcoholic Beverage Taxes Is Recommended to Reduce Excessive Alcohol Consumption and Related Harms. American Journal of Preventive Medicine, 38(2), 230–232. https://doi.org/10.1016/j.amepre.2009.11.002

Thavorncharoensap, M., Teerawattananon, Y., Yothasamut, J., Lertpitakpong, C., & Chaikledkaew, U. (2009). The economic impact of alcohol consumption: a systematic review. Substance Abuse Treatment, Prevention, and Policy, 4(1). https://doi.org/10.1186/1747-597x-4-20

Therapondos, G., Delahooke, T. E. S., & Hayes, P. C. (1999). Health effects of alcohol and alcoholism. Clinics in Dermatology, 17(4), 381–389. https://doi.org/10.1016/s0738-081x(99)00021-8

Theron, M., Swart, R., Londani, M., Parry, C., Petersen Williams, P., & Harker, N. (2022). Did COVID-19-Related Alcohol Sales Restrictions Reduce Alcohol Consumption? Findings from a National Online Survey in South Africa. International Journal of Environmental Research and Public Health, 19(4), 2422. https://doi.org/10.3390/ijerph19042422

Treisman, D. (2009). Death and prices: The political economy of Russia’s alcohol crisis. https://www.sscnet.ucla.edu/polisci/faculty/treisman/Papers/Death%20and%20Prices%20Final%20Sept%2009.pdf

Valbuena, J. P. (2006). Alcohol and media: The situation in the Philippines. http://apapaonline.org/data/National_Data/Philippines/Alcohol_Media_Philippines.pdf

van den Berg, M., van Baal, P. H., Tariq, L., Schuit, A. J., de Wit, G. A., & Hoogenveen, R. T. (2008). The cost-effectiveness of increasing alcohol taxes: a modelling study. BMC Medicine, 6(1). https://doi.org/10.1186/1741-7015-6-36

Wagenaar, A. C., Salois, M. J., & Komro, K. A. (2009). Effects of beverage alcohol price and tax levels on drinking: a meta-analysis of 1003 estimates from 112 studies. Addiction (Abingdon, England), 104(2), 179–190. https://doi.org/10.1111/j.1360-0443.2008.02438.x

Wagenaar, Salois, & Komro. (2009). [PDF] Effects of beverage alcohol taxes and prices on drinking: a meta-analysis of 1003 estimates from 112 studies - Free Download PDF. Silo.tips. https://silo.tips/download/effects-of-beverage-alcohol-taxes-and-prices-on-drinking-a-meta-analysis-of-1003

Wang, R., Qiang, Y., Zhu, Y., Gao, X., Yang, Q., & Li, B. (2021). The estimated effect of graphic warning labels on smoker’s intention to quit in Shanghai, China: a cross-sectional study. BMC Public Health, 21(1). https://doi.org/10.1186/s12889-021-12257-8

Wigg, S., & Stafford, L. D. (2016). Health Warnings on Alcoholic Beverages: Perceptions of the Health Risks and Intentions towards Alcohol Consumption. PLOS ONE, 11(4), e0153027. https://doi.org/10.1371/journal.pone.0153027

Wilkinson, C., Livingston, M., & Room, R. (2016). Impacts of changes to trading hours of liquor licences on alcohol-related harm: a systematic review 2005–2015. Public Health Research & Practice, 26(4). https://doi.org/10.17061/phrp2641644

Wilkinson, C., & Room, R. (2009). Warnings on alcohol containers and advertisements: International experience and evidence on effects. Drug and Alcohol Review, 28(4), 426–435. https://doi.org/10.1111/j.1465-3362.2009.00055.x

Wooldridge, J. (2016). Introductory Econometrics: A Modern Approach (6th ed.). Cengage Learning, 392-394, 380-381

World Health Organization. (2010). Global strategy to reduce the harmful use of alcohol. Www.who.int. https://www.who.int/publications-detail-redirect/9789241599931

World Health Organization. (2014). Questionnaire. Www.who.int. https://www.who.int/teams/noncommunicable-diseases/surveillance/systems-tools/global-youth-tobacco-survey/questionnaire

World Health Organization. (2018). Research demonstrates higher alcohol taxes help reduce alcohol consumption. Www.euro.who.int. https://www.euro.who.int/en/health-topics/disease-prevention/alcohol-use/news/news/2018/08/research-demonstrates-higher-alcohol-taxes-help-reduce-alcohol-consumption#:~:text=Previous%20research%20has%20indicated%20that

World Health Organization. (2018b). Global status report on alcohol and health 2018. Www.who.int. https://www.who.int/publications/i/item/9789241565639

World Health Organization. (2022). Alcohol. Who.int; World Health Organization: WHO. https://www.who.int/news-room/fact-sheets/detail/alcohol

Wyllie, A., Zhang, J. F., & Casswell, S. (1998). Positive responses to televised beer advertisements associated with drinking and problems reported by 18 to 29-year-olds. Addiction, 93(5), 749–760. https://doi.org/10.1046/j.1360-0443.1998.93574911.x

Xu, X., & Chaloupka, F. (2011). THE EFFECTS OF PRICES ON ALCOHOL USE AND ITS CONSEQUENCES. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3860576/pdf/arh-34-2-236.pdf

Yörük, B. K. (2013). Legalization of Sunday alcohol sales and alcohol consumption in the United States. Addiction, 109(1), 55–61. https://doi.org/10.1111/add.12358

Published

2022-11-19

How to Cite

Cordero, A. J. S., Balayan, A. G., Paspie, J., & Cabauatan, R. (2022). The Effect of Price and Non-Price Factors on the Alcoholic Beverage Consumption of Millennials in the City of Caloocan. UJoST- Universal Journal of Science and Technology, 1(2), 107–144. https://doi.org/10.11111/ujost.v1i2.76