Exploring Sugary Drink Consumption and Perceptions among Primary-School-Aged Children and Parents in Australia
Abstract
:1. Introduction
1.1. Sugar-Sweetened Beverages and Their Health Impacts
1.2. Public Perceptions of Sugar-Sweetened Beverages
1.3. Parental Perceptions and Provision of Sugar-Sweetened Beverages
1.4. Aims and Objectives
2. Materials and Methods
2.1. Participants
2.2. Procedure
2.3. Measures
2.4. Data Analysis
3. Results
3.1. Sample Characteristics
3.2. Beverage Consumption
3.3. Beverage Perceptions
3.4. Factors Related to Beverage Consumption
3.5. Relationship between Whole Fruit Consumption and Fruit Juice/Fruit Drink Consumption
3.6. Influence of COVID-19 on Beverage Consumption
4. Discussion
Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Sun, H.; Liu, Y.; Xu, Y.; Gong, X.; Zhai, C.; Hu, W.; Wang, Y.; Zong, Q.; Yu, G.; Wang, L.; et al. Global Disease Burden Attributed to High Sugar-Sweetened Beverages in 204 Countries and Territories from 1990 to 2019. Prev. Med. 2023, 175, 107690. [Google Scholar] [CrossRef]
- Dereń, K.; Weghuber, D.; Caroli, M.; Koletzko, B.; Thivel, D.; Frelut, M.-L.; Socha, P.; Grossman, Z.; Hadjipanayis, A.; Wyszyńska, J.; et al. Consumption of Sugar-Sweetened Beverages in Paediatric Age: A Position Paper of the European Academy of Paediatrics and the European Childhood Obesity Group. Ann. Nutr. Metab. 2019, 74, 296–302. [Google Scholar] [CrossRef]
- World Health Organisation. Guideline: Sugars Intake for Adults and Children; World Health Organisation: Geneva, Switzerland, 2015; Volume 57. [Google Scholar]
- World Health Organisation. WHO Manual on Sugar-Sweetened Beverage Taxation Policies to Promote Healthy Diets; World Health Organisation: Geneva, Switzerland, 2022; p. 2. ISBN 978-92-4-005629-9. [Google Scholar]
- Lei, L.; Rangan, A.; Flood, V.M.; Louie, J.C.Y. Dietary Intake and Food Sources of Added Sugar in the Australian Population. Br. J. Nutr. 2016, 115, 868–877. [Google Scholar] [CrossRef]
- Malik, V.S.; Hu, F.B. The Role of Sugar-Sweetened Beverages in the Global Epidemics of Obesity and Chronic Diseases. Nat. Rev. Endocrinol. 2022, 18, 205–218. [Google Scholar] [CrossRef]
- Scharf, R.J.; DeBoer, M.D. Sugar-Sweetened Beverages and Children’s Health. Annu. Rev. Public Health 2016, 37, 273–293. [Google Scholar] [CrossRef]
- Rousham, E.K.; Goudet, S.; Markey, O.; Griffiths, P.; Boxer, B.; Carroll, C.; Petherick, E.S.; Pradeilles, R. Unhealthy Food and Beverage Consumption in Children and Risk of Overweight and Obesity: A Systematic Review and Meta-Analysis. Adv. Nutr. 2022, 13, 1669–1696. [Google Scholar] [CrossRef]
- Australian Bureau of Statistics. Children’s Risk Factors; ABS: Canberra, Australia, 2018.
- Australian Institute of Health and Welfare. Overweight and Obesity among Australian Children and Adolescents; Australian Institute of Health and Welfare: Canberra, Australia, 2020.
- Simmonds, M.; Llewellyn, A.; Owen, C.G.; Woolacott, N. Predicting Adult Obesity from Childhood Obesity: A Systematic Review and Meta-analysis. Obes. Rev. 2016, 17, 95–107. [Google Scholar] [CrossRef]
- Morley, B.; Niven, P.; Dixon, H.; Swanson, M.; Szybiak, M.; Shilton, T.; Pratt, I.S.; Slevin, T.; Wakefield, M. Association of the LiveLighter Mass Media Campaign with Consumption of Sugar-sweetened Beverages: Cohort Study. Health Promot. J. Austr. 2019, 30, 34–42. [Google Scholar] [CrossRef]
- James, J.; Thomas, P.; Cavan, D.; Kerr, D. Preventing Childhood Obesity by Reducing Consumption of Carbonated Drinks: Cluster Randomised Controlled Trial. BMJ 2004, 328, 1237. [Google Scholar] [CrossRef]
- van de Gaar, V.M.; Jansen, W.; van Grieken, A.; Borsboom, G.J.; Kremers, S.; Raat, H. Effects of an Intervention Aimed at Reducing the Intake of Sugar-Sweetened Beverages in Primary School Children: A Controlled Trial. Int. J. Behav. Nutr. Phys. Act 2014, 11, 98. [Google Scholar] [CrossRef]
- Haynes, A.; Bayly, M.; Dixon, H.; McAleese, A.; Martin, J.; Chen, Y.J.M.; Wakefield, M. Obesity Prevention and Related Public Health Advertising versus Competing Commercial Advertising Expenditure in Australia. Health Promot. Int. 2022, 37, daac155. [Google Scholar] [CrossRef]
- Brownbill, A.L.; Miller, C.L.; Braunack-Mayer, A.J. Industry Use of ‘Better-for-You’ Features on Labels of Sugar-Containing Beverages. Public Health Nutr. 2018, 21, 3335–3343. [Google Scholar] [CrossRef]
- Miller, C.; Braunack-Mayer, A.; Wakefield, M.; Roder, D.; O’Dea, K.; Dono, J.; Ettridge, K. “When We Were Young, It Really Was a Treat; Now Sugar Is Just the Norm Every Day”—A Qualitative Study of Parents’ and Young Adults’ Perceptions and Consumption of Sugary Drinks. Health Promot. J. Aust. 2020, 31, 47–57. [Google Scholar] [CrossRef]
- Li, B.; Yan, N.; Jiang, H.; Cui, M.; Wu, M.; Wang, L.; Mi, B.; Li, Z.; Shi, J.; Fan, Y.; et al. Consumption of Sugar Sweetened Beverages, Artificially Sweetened Beverages and Fruit Juices and Risk of Type 2 Diabetes, Hypertension, Cardiovascular Disease, and Mortality: A Meta-Analysis. Front. Nutr. 2023, 10, 1019534. [Google Scholar] [CrossRef]
- Imamura, F.; O’Connor, L.; Ye, Z.; Mursu, J.; Hayashino, Y.; Bhupathiraju, S.N.; Forouhi, N.G. Consumption of Sugar Sweetened Beverages, Artificially Sweetened Beverages, and Fruit Juice and Incidence of Type 2 Diabetes: Systematic Review, Meta-Analysis, and Estimation of Population Attributable Fraction. BMJ 2015, 351, h3576. [Google Scholar] [CrossRef]
- Pepin, A.; Stanhope, K.L.; Imbeault, P. Are Fruit Juices Healthier Than Sugar-Sweetened Beverages? A Review. Nutrients 2019, 11, 1006. [Google Scholar] [CrossRef]
- Welsh, J.A.; Healy, S.K.; Vos, M.B. Parental Perceptions of Healthy Beverage Alternatives to Sugar-Sweetened Beverages. FASEB J. 2013, 27, 232.3. [Google Scholar] [CrossRef]
- Miller, C.; Wakefield, M.; Braunack-Mayer, A.; Roder, D.; O’Dea, K.; Ettridge, K.; Dono, J. Who Drinks Sugar Sweetened Beverages and Juice? An Australian Population Study of Behaviour, Awareness and Attitudes. BMC Obes. 2019, 6, 1. [Google Scholar] [CrossRef]
- Battram, D.S.; Piché, L.; Beynon, C.; Kurtz, J.; He, M. Sugar-Sweetened Beverages: Children’s Perceptions, Factors of Influence, and Suggestions for Reducing Intake. J. Nutr. Educ. Behav. 2016, 48, 27–34.e1. [Google Scholar] [CrossRef]
- Beckford, K.; Grimes, C.A.; Riddell, L.J. Australian Children’s Consumption of Caffeinated, Formulated Beverages: A Cross-Sectional Analysis. BMC Public Health 2015, 15, 70. [Google Scholar] [CrossRef]
- O’Leary, C.; Cummins, S.; Smith, R.D.; Cornelsen, L. Like Parent, like Child: A Cross-Sectional Study of Intra-Household Consumption Patterns of Non-Alcoholic Beverages among British Households with Children. Public Health Nutr. 2022, 25, 1771–1779. [Google Scholar] [CrossRef]
- Zhang, R.; Yang, Q.; Tang, Q.; Xi, Y.; Lin, Q.; Yang, L. Is Adolescents’ Free Sugar Intake Associated with the Free Sugar Intake of Their Parents? Nutrients 2022, 14, 4741. [Google Scholar] [CrossRef]
- Munsell, C.R.; Harris, J.L.; Sarda, V.; Schwartz, M.B. Parents’ Beliefs about the Healthfulness of Sugary Drink Options: Opportunities to Address Misperceptions. Public Health Nutr. 2016, 19, 46–54. [Google Scholar] [CrossRef]
- Byrne, R.; Zhou, Y.; Perry, R.; Mauch, C.; Magarey, A. Beverage Intake of Australian Children and Relationship with Intake of Fruit, Vegetables, Milk and Body Weight at 2, 3.7 and 5 Years of Age. Nutr. Diet. 2018, 75, 159–166. [Google Scholar] [CrossRef]
- Nicklas, T.A.; O’Neil, C.E.; Kleinman, R. Association Between 100% Juice Consumption and Nutrient Intake and Weight of Children Aged 2 to 11 Years. Arch. Pediatr. Adolesc. Med. 2008, 162, 557–565. [Google Scholar] [CrossRef]
- Singh, G.M.; Micha, R.; Khatibzadeh, S.; Shi, P.; Lim, S.; Andrews, K.G.; Engell, R.E.; Ezzati, M.; Mozaffarian, D.; Global Burden of Diseases Nutrition and Chronic Diseases Expert Group (NutriCoDE). Global, Regional, and National Consumption of Sugar-Sweetened Beverages, Fruit Juices, and Milk: A Systematic Assessment of Beverage Intake in 187 Countries. PLoS ONE 2015, 10, e0124845. [Google Scholar] [CrossRef]
- Sylvetsky, A.C.; Kaidbey, J.H.; Ferguson, K.; Visek, A.J.; Sacheck, J. Impacts of the COVID-19 Pandemic on Children’s Sugary Drink Consumption: A Qualitative Study. Front. Nutr. 2022, 9, 860259. [Google Scholar] [CrossRef]
- Bucher, T.; Siegrist, M. Children’s and Parents’ Health Perception of Different Soft Drinks. Br. J. Nutr. 2015, 113, 526–535. [Google Scholar] [CrossRef]
- Yoshida, Y.; Simoes, E.J. Sugar-Sweetened Beverage, Obesity, and Type 2 Diabetes in Children and Adolescents: Policies, Taxation, and Programs. Curr. Diab. Rep. 2018, 18, 31. [Google Scholar] [CrossRef]
- Cooke, L. Assessing Concurrent Think-Aloud Protocol as a Usability Test Method: A Technical Communication Approach. IEEE Trans. Prof. Commun. 2010, 53, 202–215. [Google Scholar] [CrossRef]
- Australian Bureau of Statistics. Socio-Economic Indexes for Areas (SEIFA): Technical Paper; Australian Bureau of Statistics: Canberra, Australia, 2021.
- Coles-Rutishauser, I.H.; Webb, K.; Abraham, B.; Allsopp, R. Evaluation of Short Dietary Questions from the 1995 National Nutrition Survey; Australian Food and Nutrition Monitoring Unit, The University of Queensland: Brisbane, Australia, 2001. [Google Scholar]
- National Health and Medical Research Council. Water; NHMRC: Canberra, Australia, 2024. [Google Scholar]
- Aguinis, H.; Gottfredson, R.K.; Joo, H. Best-Practice Recommendations for Defining, Identifying, and Handling Outliers. Organ. Res. Methods 2013, 16, 270–301. [Google Scholar] [CrossRef]
- Noether, G.E. Why Kendall Tau? Teach. Stat. 1981, 3, 41–43. [Google Scholar] [CrossRef]
- Green, J.A. Too Many Zeros and/or Highly Skewed? A Tutorial on Modelling Health Behaviour as Count Data with Poisson and Negative Binomial Regression. Health Psychol. Behav. Med. 2021, 9, 436–455. [Google Scholar] [CrossRef]
- Grimm, G.C.; Harnack, L.; Story, M. Factors Associated with Soft Drink Consumption in School-Aged Children. J. Am. Diet. Assoc. 2004, 104, 1244–1249. [Google Scholar] [CrossRef]
- Mazarello Paes, V.; Hesketh, K.; O’Malley, C.; Moore, H.; Summerbell, C.; Griffin, S.; Sluijs, E.M.F.; Ong, K.K.; Lakshman, R. Determinants of Sugar-sweetened Beverage Consumption in Young Children: A Systematic Review. Obes. Rev. 2015, 16, 903–913. [Google Scholar] [CrossRef]
- Spence, A.; Campbell, K.; Hesketh, K. Parental Correlates of Young Children’s Dietary Intakes: A Review. Australas Epidemiol. 2010, 17, 17–20. [Google Scholar]
- van der Horst, K.; Oenema, A.; Ferreira, I.; Wendel-Vos, W.; Giskes, K.; van Lenthe, F.; Brug, J. A Systematic Review of Environmental Correlates of Obesity-Related Dietary Behaviors in Youth. Health Educ. Res. 2006, 22, 203–226. [Google Scholar] [CrossRef]
- Hickey, K.; Schmidtke, A.; Martin, J. Brands off Our Kids! Four Actions for a Childhood Free from Unhealthy Food Marketing; Food for Health Alliance: Melbourne, Australia, 2021. [Google Scholar]
- Dixon, H.G.; Scully, M.L.; Wakefield, M.A.; White, V.M.; Crawford, D.A. The Effects of Television Advertisements for Junk Food versus Nutritious Food on Children’s Food Attitudes and Preferences. Soc. Sci. Med. 2007, 65, 1311–1323. [Google Scholar] [CrossRef]
- Boyland, E. Is It Ethical to Advertise Unhealthy Foods to Children? Proc. Nutr. Soc. 2023, 82, 234–240. [Google Scholar] [CrossRef]
- Alfraidi, A.; Alafif, N.; Alsukait, R. The Impact of Mandatory Food-Marketing Regulations on Purchase and Exposure: A Narrative Review. Children 2023, 10, 1277. [Google Scholar] [CrossRef]
- Ooi, J.Y.; Wolfenden, L.; Sutherland, R.; Nathan, N.; Oldmeadow, C.; Mclaughlin, M.; Barnes, C.; Hall, A.; Vanderlee, L.; Yoong, S.L. A Systematic Review of the Recent Consumption Levels of Sugar-Sweetened Beverages in Children and Adolescents From the World Health Organization Regions With High Dietary–Related Burden of Disease. Asia Pac. J. Public Health 2022, 34, 11–24. [Google Scholar] [CrossRef]
- Rethink Sugary Drink. Available online: https://www.rethinksugarydrink.org.au (accessed on 1 June 2024).
- Cancer Council Western Australia Crunch & Sip. 2024. Available online: https://www.crunchandsip.com.au/ (accessed on 30 May 2024).
Variable | Response Options | n (%) |
---|---|---|
SES Quintile | ||
1 | 202 (12.5) | |
2 | 254 (15.8) | |
3 | 356 (22.1) | |
4 | 365 (22.7) | |
5 | 414 (25.7) | |
Highest Education Level | ||
Primary | 9 (0.6) | |
Secondary | 293 (18.2) | |
TAFE/Technical College | 475 (29.5) | |
University, undergraduate | 545 (33.8) | |
University, postgraduate | 288 (17.9) | |
Main Grocery Buyer | ||
Mainly me | 1386 (86.0) | |
Mainly someone else | 17 (1.1) | |
Equally shared | 207 (12.8) | |
Parent Gender | ||
Male | 551 (34.2) | |
Female | 1057 (65.6) | |
Non-binary | 0 (0) | |
Prefer not to say | 2 (0.1) | |
Child Gender | ||
Male | 851 (52.8) | |
Female | 755 (46.9) | |
Non-binary | 0 (0) | |
Prefer not to say | 4 (0.2) |
Consumer | Drink Type | Consumption Volume n (%) | Mean Consumption in mL (SD) | ||
---|---|---|---|---|---|
Never Consume | 250 mL or Less | More than 250 mL | |||
Parent | 100% Fruit Juice | 424 (26.3) | 675 (41.9) | 512 (31.8) | 522 (1000) |
Fruit Drinks | 545 (33.8) | 652 (40.5) | 414 (25.7) | 492 (1056) | |
Flavoured Milk | 699 (43.4) | 574 (35.6) | 338 (21.0) | 291 (678) | |
Plain Milk | 199 (12.4) | 324 (20.1) | 1088 (67.5) | 1863 (2431) | |
Soft Drinks | 430 (26.7) | 648 (40.2) | 533 (33.1) | 642 (1244) | |
NNS Beverage | 539 (33.5) | 520 (32.3) | 550 (34.1) | 701 (1275) | |
Tap Water | 111 (6.9) | 92 (5.7) | 1408 (87.4) | 4144 (4183) | |
Child | 100% Fruit Juice | 391 (24.3) | 679 (42.1) | 539 (33.5) | 419 (713) |
Fruit Drinks | 495 (30.7) | 670 (41.6) | 445 (27.6) | 329 (610) | |
Flavoured Milk | 547 (34.0) | 698 (43.3) | 364 (22.6) | 230 (500) | |
Plain Milk | 175 (10.9) | 296 (18.4) | 1139 (70.7) | 1458 (1592) | |
Soft Drinks | 800 (49.7) | 554 (34.4) | 257 (16.0) | 142 (357) | |
NNS Beverage | 1016 (63.1) | 420 (26.1) | 174 (10.8) | 98 (304) | |
Tap Water | 90 (5.6) | 106 (6.6) | 1415 (87.8) | 4440 (3354) |
Consumer | Demographic Variable | Beverage Type | τ | p |
---|---|---|---|---|
Parent | Age | 100% Fruit Juice | 0.009 | 0.628 |
Fruit Drinks | −0.024 | 0.225 | ||
Flavoured Milk | −0.032 | 0.102 | ||
Plain Milk | 0.007 | 0.683 | ||
Soft Drinks | −0.044 | 0.022 | ||
NNS Beverages | 0.026 | 0.173 | ||
Tap Water | −0.019 | 0.278 | ||
BMI | 100% Fruit Juice | −0.053 | 0.006 | |
Fruit Drinks | −0.018 | 0.353 | ||
Flavoured Milk | −0.013 | 0.497 | ||
Plain Milk | 0.007 | 0.711 | ||
Soft Drinks | 0.112 | <0.001 | ||
NNS Beverages | 0.137 | <0.001 | ||
Tap Water | 0.033 | 0.059 | ||
Education | 100% Fruit Juice | 0.066 | 0.002 | |
Fruit Drinks | 0.019 | 0.370 | ||
Flavoured Milk | 0.010 | 0.639 | ||
Plain Milk | 0.051 | 0.011 | ||
Soft Drinks | −0.100 | 0.001 | ||
NNS Beverages | −0.020 | 0.338 | ||
Tap Water | 0.007 | 0.731 | ||
SES | 100% Fruit Juice | 0.038 | 0.070 | |
Fruit Drinks | 0.018 | 0.410 | ||
Flavoured Milk | −0.024 | 0.254 | ||
Plain Milk | 0.027 | 0.171 | ||
Soft Drinks | −0.010 | 0.628 | ||
NNS Beverages | 0.067 | 0.001 | ||
Tap Water | 0.020 | 0.301 | ||
Child | Child Age | 100% Fruit Juice | 0.036 | 0.076 |
Fruit Drinks | 0.078 | <0.001 | ||
Flavoured Milk | 0.041 | 0.044 | ||
Plain Milk | −0.009 | 0.628 | ||
Soft Drinks | 0.160 | <0.001 | ||
NNS Beverages | 0.124 | <0.001 | ||
Tap Water | 0.022 | 0.222 | ||
Weight | 100% Fruit Juice | 0.04 | 0.303 | |
Fruit Drinks | 0.11 | 0.005 | ||
Flavoured Milk | 0.03 | 0.524 | ||
Plain Milk | 0.04 | 0.248 | ||
Soft Drinks | 0.16 | <0.001 | ||
NNS Beverages | 0.11 | 0.009 | ||
Tap Water | −0.01 | 0.859 | ||
Parent Education | 100% Fruit Juice | 0.074 | <0.001 | |
Fruit Drinks | −0.019 | 0.382 | ||
Flavoured Milk | −0.007 | 0.730 | ||
Plain Milk | 0.064 | <0.001 | ||
Soft Drinks | 0.002 | 0.923 | ||
NNS Beverages | −0.011 | 0.608 | ||
Tap Water | −0.030 | 0.112 | ||
SES | 100% Fruit Juice | 0.013 | 0.525 | |
Fruit Drink | 0.020 | 0.344 | ||
Flavoured Milk | 0.003 | 0.905 | ||
Plain Milk | 0.028 | 0.149 | ||
Soft Drink | 0.006 | 0.766 | ||
NNS Beverages | −0.023 | 0.300 | ||
Tap Water | 0.003 | 0.878 |
Negative Binomial | Logistic | ||||||
---|---|---|---|---|---|---|---|
Beverage Type | Predictor | Coefficient | Std. Error | p | Coefficient | Std. Error | p |
100% Fruit Juice a | Healthy | −0.023 | 0.015 | 0.123 | 0.039 | 0.043 | 0.359 |
Tasty | 0.033 | 0.019 | 0.075 | −0.225 | 0.046 | <0.001 | |
Good For Kids | 0.046 | 0.016 | 0.005 | 0.002 | 0.044 | 0.964 | |
Cheap | −0.020 | 0.009 | 0.032 | −0.025 | 0.027 | 0.353 | |
Low in Sugar | 0.012 | 0.01 | 0.219 | 0.005 | 0.028 | 0.85 | |
Not Okay to Have Every day | −0.004 | 0.01 | 0.719 | 0.156 | 0.029 | <0.001 | |
Healthy (Parent) | −0.010 | 0.017 | 0.551 | 0.048 | 0.047 | 0.306 | |
Tasty (Parent) | −0.003 | 0.014 | 0.859 | 0.078 | 0.044 | 0.073 | |
Good For Kids (Parent) | 0.024 | 0.019 | 0.203 | −0.137 | 0.051 | 0.007 | |
Cheap (Parent) | 0.015 | 0.01 | 0.123 | −0.022 | 0.029 | 0.45 | |
Low in Sugar (Parent) | 0.012 | 0.011 | 0.283 | −0.032 | 0.033 | 0.333 | |
Not Okay to Have Every day (Parent) | 0.005 | 0.01 | 0.623 | 0.087 | 0.031 | 0.005 | |
Parent Consumption | 0.162 | 0.019 | <0.001 | −0.617 | 0.07 | <0.001 | |
Fruit Drink b | Healthy | 0.004 | 0.015 | 0.800 | 0.016 | 0.043 | 0.716 |
Tasty | 0.008 | 0.016 | 0.647 | −0.143 | 0.044 | <0.001 | |
Good For Kids | 0.001 | 0.016 | 0.926 | −0.065 | 0.047 | 0.166 | |
Cheap | 0.006 | 0.01 | 0.561 | 0.046 | 0.031 | 0.135 | |
Low in Sugar | −0.002 | 0.011 | 0.882 | −0.041 | 0.033 | 0.217 | |
Not Okay to Have Every day | −0.028 | 0.010 | 0.008 | 0.149 | 0.03 | <0.001 | |
Healthy (Parent) | −0.018 | 0.015 | 0.235 | −0.008 | 0.046 | 0.87 | |
Tasty (Parent) | −0.018 | 0.013 | 0.182 | 0.012 | 0.038 | 0.75 | |
Good For Kids (Parent) | 0.036 | 0.016 | 0.025 | −0.007 | 0.048 | 0.887 | |
Cheap (Parent) | 0.003 | 0.012 | 0.799 | −0.032 | 0.035 | 0.349 | |
Low in Sugar (Parent) | 0.030 | 0.013 | 0.019 | −0.066 | 0.04 | 0.097 | |
Not Okay to Have Every day (Parent) | 0.017 | 0.012 | 0.141 | 0.063 | 0.036 | 0.076 | |
Parent Consumption | 0.111 | 0.02 | <0.001 | −0.383 | 0.065 | <0.001 | |
Flavoured Milk | Healthy | −0.015 | 0.016 | 0.377 | −0.119 | 0.039 | 0.002 |
Tasty | 0.018 | 0.021 | 0.387 | −0.072 | 0.048 | 0.132 | |
Good For Kids | 0.009 | 0.018 | 0.614 | −0.045 | 0.045 | 0.317 | |
Cheap | −0.001 | 0.012 | 0.923 | 0.014 | 0.032 | 0.663 | |
Low in Sugar | −0.016 | 0.014 | 0.248 | 0.035 | 0.036 | 0.328 | |
Not Okay to Have Every day | −0.021 | 0.012 | 0.0820 | 0.087 | 0.030 | 0.004 | |
Healthy (Parent) | 0.020 | 0.019 | 0.305 | 0.088 | 0.047 | 0.059 | |
Tasty (Parent) | −0.005 | 0.02 | 0.798 | 0.037 | 0.045 | 0.406 | |
Good For Kids (Parent) | −0.012 | 0.02 | 0.545 | −0.185 | 0.051 | <0.001 | |
Cheap (Parent) | 0.025 | 0.015 | .087 | 0.025 | 0.039 | 0.523 | |
Low in Sugar (Parent) | 0.009 | 0.016 | 0.564 | −0.034 | 0.042 | 0.410 | |
Not Okay to Have Every day (Parent) | 0.006 | 0.015 | 0.686 | −0.006 | 0.036 | 0.874 | |
Parent Consumption | 0.158 | 0.033 | <0.001 | −0.788 | 0.096 | <0.001 | |
Plain Milk a | Healthy | 0.004 | 0.016 | 0.814 | −0.061 | 0.052 | 0.24 |
Tasty | 0.020 | 0.010 | 0.056 | −0.307 | 0.031 | <0.001 | |
Good For Kids | 0.009 | 0.016 | 0.556 | −0.025 | 0.052 | 0.631 | |
Cheap | −0.003 | 0.007 | 0.697 | 0.016 | 0.03 | 0.589 | |
Low in Sugar | 0.011 | 0.009 | 0.226 | −0.003 | 0.035 | 0.928 | |
Not Okay to Have Every day | 0.017 | 0.009 | 0.059 | 0.11 | 0.031 | <0.001 | |
Healthy (Parent) | 0.009 | 0.015 | 0.555 | 0.077 | 0.056 | 0.172 | |
Tasty (Parent) | −0.002 | 0.009 | 0.783 | 0.109 | 0.037 | 0.003 | |
Good For Kids (Parent) | −0.004 | 0.015 | 0.777 | −0.152 | 0.055 | 0.006 | |
Cheap (Parent) | −0.002 | 0.008 | 0.759 | −0.003 | 0.033 | 0.928 | |
Low in Sugar (Parent) | 0.018 | 0.009 | 0.053 | 0.024 | 0.038 | 0.53 | |
Not Okay to Have Every day (Parent) | 0.013 | 0.008 | 0.122 | 0.007 | 0.031 | 0.822 | |
Parent Consumption | 0.116 | 0.007 | <0.001 | −0.195 | 0.035 | <0.001 | |
Soft Drinks b | Healthy | 0.019 | 0.015 | 0.189 | −0.135 | 0.048 | 0.005 |
Tasty | 0.041 | 0.020 | 0.041 | −0.154 | 0.046 | <0.001 | |
Good For Kids | −0.003 | 0.016 | 0.865 | −0.009 | 0.047 | 0.848 | |
Cheap | 0.005 | 0.012 | 0.673 | −0.044 | 0.036 | 0.216 | |
Low in Sugar | 0.009 | 0.016 | 0.583 | 0.023 | 0.05 | 0.649 | |
Not Okay to Have Every day | −0.015 | 0.012 | 0.208 | 0.124 | 0.036 | <0.001 | |
Healthy (Parent) | 0.003 | 0.023 | 0.904 | −0.019 | 0.07 | 0.790 | |
Tasty (Parent) | 0.004 | 0.018 | 0.809 | −0.023 | 0.048 | 0.636 | |
Good For Kids (Parent) | 0.025 | 0.021 | 0.232 | −0.015 | 0.071 | 0.831 | |
Cheap (Parent) | −0.003 | 0.012 | 0.802 | 0.002 | 0.037 | 0.958 | |
Low in Sugar (Parent) | −0.018 | 0.015 | 0.204 | −0.041 | 0.05 | 0.412 | |
Not Okay to Have Every day (Parent) | 0.012 | 0.013 | 0.383 | 0.001 | 0.045 | 0.977 | |
Parent Consumption | 0.061 | 0.017 | 0.001 | −0.38 | 0.06 | <0.001 | |
NNS Beverages c | Parent Consumption | 0.016 | 0.020 | 0.425 | −0.095 | 0.051 | 0.060 |
Tasty | 0.028 | 0.019 | 0.139 | −0.149 | 0.048 | 0.002 | |
Good For Kids | −0.028 | 0.02 | 0.166 | −0.047 | 0.056 | 0.400 | |
Cheap | −0.003 | 0.015 | 0.822 | −0.109 | 0.045 | 0.015 | |
Low in Sugar | −0.011 | 0.015 | 0.455 | −0.008 | 0.043 | 0.853 | |
Not Okay to Have Every day | −0.013 | 0.014 | 0.347 | 0.075 | 0.041 | 0.065 | |
Healthy (Parent) | 0.015 | 0.020 | 0.455 | 0.042 | 0.059 | 0.481 | |
Tasty (Parent) | −0.021 | 0.020 | 0.289 | −0.023 | 0.051 | 0.649 | |
Good For Kids (Parent) | 0.011 | 0.02 | 0.561 | −0.077 | 0.060 | 0.196 | |
Cheap (Parent) | 0.006 | 0.015 | 0.698 | −0.056 | 0.047 | 0.233 | |
Low in Sugar (Parent) | −0.006 | 0.015 | 0.699 | 0.078 | 0.043 | 0.068 | |
Not Okay to Have Every day (Parent) | −0.004 | 0.015 | 0.769 | 0.021 | 0.047 | 0.648 | |
Parent Consumption | 0.081 | 0.021 | <0.001 | −0.366 | 0.067 | <0.001 | |
Tap Water | Healthy | 0.050 | 0.016 | 0.002 | −0.186 | 0.063 | 0.003 |
Tasty | 0.013 | 0.005 | 0.009 | −0.001 | 0.037 | 0.989 | |
Good For Kids | 0.015 | 0.013 | 0.251 | −0.131 | 0.066 | 0.047 | |
Cheap | −0.003 | 0.007 | 0.621 | 0.075 | 0.052 | 0.152 | |
Low in Sugar | 0.007 | 0.010 | 0.473 | 0.000 | 0.057 | 0.999 | |
Not Okay to Have Every day | −0.009 | 0.007 | 0.179 | 0.114 | 0.037 | 0.002 | |
Healthy (Parent) | −0.019 | 0.013 | 0.154 | −0.051 | 0.066 | 0.444 | |
Tasty (Parent) | −0.015 | 0.006 | 0.010 | 0.011 | 0.041 | 0.778 | |
Good For Kids (Parent) | 0.028 | 0.014 | 0.039 | −0.165 | 0.068 | 0.015 | |
Cheap (Parent) | 0.007 | 0.007 | 0.29 | 0.053 | 0.047 | 0.261 | |
Low in Sugar (Parent) | −0.001 | 0.009 | 0.909 | −0.062 | 0.054 | 0.251 | |
Not Okay to Have Every day (Parent) | −0.013 | 0.007 | 0.064 | −0.006 | 0.038 | 0.878 | |
Parent Consumption | 0.089 | 0.003 | <0.002 | −0.338 | 0.046 | <0.001 |
Negative Binomial | Logistic | ||||||
---|---|---|---|---|---|---|---|
Beverage Type | Predictor | Coefficient | Std. Error | p | Coefficient | Std. Error | p |
100% Fruit Juice a | Healthy | 0.018 | 0.020 | 0.386 | −0.118 | 0.041 | 0.004 |
Tasty | 0.000 | 0.019 | 0.988 | −0.003 | 0.038 | 0.944 | |
Good For Kids | −0.007 | 0.022 | 0.759 | −0.07 | 0.043 | 0.109 | |
Cheap | 0.032 | 0.014 | 0.002 | −0.079 | 0.025 | 0.002 | |
Low in Sugar | 0.030 | 0.015 | 0.037 | −0.072 | 0.028 | 0.010 | |
Not Okay to Have Every day | 0.002 | 0.013 | 0.896 | 0.115 | 0.026 | <0.001 | |
Fruit Drinks b | Healthy | −0.010 | 0.021 | 0.646 | −0.140 | 0.04 | <0.001 |
Tasty | 0.013 | 0.021 | 0.562 | −0.146 | 0.040 | <0.001 | |
Good For Kids | 0.026 | 0.024 | 0.273 | −0.099 | 0.045 | 0.028 | |
Cheap | 0.022 | 0.016 | 0.172 | −0.039 | 0.034 | 0.247 | |
Low in Sugar | 0.013 | 0.017 | 0.442 | −0.093 | 0.035 | 0.008 | |
Not Okay to Have Every day | 0.017 | 0.015 | 0.251 | 0.155 | 0.032 | <0.001 | |
Flavoured Milk b | Healthy | 0.008 | 0.023 | 0.742 | −0.208 | 0.044 | <0.001 |
Tasty | 0.063 | 0.02 | <0.001 | −0.065 | 0.04 | 0.109 | |
Good For Kids | −0.001 | 0.025 | 0.966 | −0.034 | 0.048 | 0.483 | |
Cheap | −0.005 | 0.02 | 0.781 | −0.036 | 0.037 | 0.329 | |
Low in Sugar | 0.028 | 0.018 | 0.120 | −0.037 | 0.038 | 0.320 | |
Not Okay to Have Every day | 0.013 | 0.015 | 0.379 | 0.164 | 0.031 | <0.001 | |
Plain Milk b | Healthy | 0.035 | 0.02 | 0.090 | −0.042 | 0.047 | 0.377 |
Tasty | 0.101 | 0.015 | <0.001 | −0.263 | 0.028 | <0.001 | |
Good For Kids | −0.038 | 0.02 | 0.055 | −0.05 | 0.047 | 0.29 | |
Cheap | −0.006 | 0.011 | 0.544 | 0.051 | 0.028 | 0.070 | |
Low in Sugar | 0.032 | 0.012 | 0.009 | 0.019 | 0.032 | 0.546 | |
Not Okay to Have Every day | 0.04 | 0.009 | <0.001 | 0.051 | 0.024 | 0.035 | |
Soft Drinks c | Healthy | −0.015 | 0.024 | 0.53 | −0.128 | 0.049 | 0.009 |
Tasty | 0.06 | 0.019 | 0.001 | −0.273 | 0.035 | <0.001 | |
Good For Kids | 0.041 | 0.027 | 0.122 | 0.015 | 0.051 | 0.774 | |
Cheap | 0.001 | 0.014 | 0.949 | 0.04 | 0.025 | 0.109 | |
Low in Sugar | 0.020 | 0.018 | 0.278 | −0.055 | 0.037 | 0.136 | |
Not Okay to Have Every day | −0.04 | 0.016 | 0.012 | 0.174 | 0.032 | <0.001 | |
NNS Beverages d | Healthy | 0.040 | 0.016 | 0.013 | −0.076 | 0.037 | 0.041 |
Tasty | 0.044 | 0.015 | 0.004 | −0.325 | 0.031 | <0.001 | |
Good For Kids | −0.016 | 0.016 | 0.319 | 0.099 | 0.038 | 0.008 | |
Cheap | −0.002 | 0.014 | 0.906 | −0.011 | 0.03 | 0.711 | |
Low in Sugar | 0.007 | 0.011 | 0.518 | −0.050 | 0.022 | 0.025 | |
Not Okay to Have Every day | −0.041 | 0.012 | 0.001 | 0.264 | 0.030 | <0.001 | |
Tap Water | Healthy | 0.022 | 0.017 | 0.199 | −0.079 | 0.047 | 0.093 |
Tasty | 0.011 | 0.007 | 0.136 | −0.048 | 0.02 | 0.017 | |
Good For Kids | 0.035 | 0.018 | 0.056 | −0.153 | 0.048 | 0.002 | |
Cheap | 0.005 | 0.009 | 0.556 | 0.052 | 0.026 | 0.047 | |
Low in Sugar | −0.002 | 0.012 | 0.836 | 0.014 | 0.034 | 0.682 | |
Not Okay to Have Every day | −0.034 | 0.008 | <0.001 | −0.007 | 0.024 | 0.754 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Talati, Z.; Charlesworth, J.; Mackenzie, K.; McAlpine, T.; Myers, G.; Miller, C.; Dana, L.M.; O’Connor, M.; Mullan, B.A.; Dixon, H.G. Exploring Sugary Drink Consumption and Perceptions among Primary-School-Aged Children and Parents in Australia. Nutrients 2024, 16, 3320. https://doi.org/10.3390/nu16193320
Talati Z, Charlesworth J, Mackenzie K, McAlpine T, Myers G, Miller C, Dana LM, O’Connor M, Mullan BA, Dixon HG. Exploring Sugary Drink Consumption and Perceptions among Primary-School-Aged Children and Parents in Australia. Nutrients. 2024; 16(19):3320. https://doi.org/10.3390/nu16193320
Chicago/Turabian StyleTalati, Zenobia, Jessica Charlesworth, Katlyn Mackenzie, Thomas McAlpine, Gael Myers, Caroline Miller, Liyuwork M. Dana, Moira O’Connor, Barbara A. Mullan, and Helen G. Dixon. 2024. "Exploring Sugary Drink Consumption and Perceptions among Primary-School-Aged Children and Parents in Australia" Nutrients 16, no. 19: 3320. https://doi.org/10.3390/nu16193320
APA StyleTalati, Z., Charlesworth, J., Mackenzie, K., McAlpine, T., Myers, G., Miller, C., Dana, L. M., O’Connor, M., Mullan, B. A., & Dixon, H. G. (2024). Exploring Sugary Drink Consumption and Perceptions among Primary-School-Aged Children and Parents in Australia. Nutrients, 16(19), 3320. https://doi.org/10.3390/nu16193320