| Literature DB >> 34233778 |
Nathan Critchlow, Linda Bauld, Christopher Thomas, Lucie Hooper, Jyotsna Vohra.
Abstract
Entities:
Year: 2021 PMID: 34233778 PMCID: PMC8385604 DOI: 10.1017/S1368980021002597
Source DB: PubMed Journal: Public Health Nutr ISSN: 1368-9800 Impact factor: 4.022
Binary logistic regressions exploring the association between high fat, salt or sugar (HFSS) marketing awareness and consumption of group 1 foods
| Variable and reference categories | Food and drink product types | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sugary drinks | Flavoured yoghurts | Sweets/chocolate | Cakes and biscuits | Fruit | Vegetables | Diet/sugar-free drinks | Crisps | Desserts | ||||||||||
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| |
| Age | ||||||||||||||||||
| 11–13 years | Ref | NS | Ref | <0·001 | Ref | 0·001 | Ref | <0·001 | Ref | <0·001 | Ref | NS | Ref | 0·011 | Ref | <0·001 | Ref | <0·001 |
| 14–17 years ( | 1·26 | 0·029 | 0·63 | <0·001 | 0·76 | 0·010 | 0·81 | 0·035 | 0·71 | 0·005 | 0·97 | NS | 1·09 | NS | 0·67 | <0·001 | 0·61 | <0·001 |
| 18–19 years ( | 1·08 | NS | 0·42 | <0·001 | 0·74 | 0·003 | 0·58 | <0·001 | 0·63 | <0·001 | 0·72 | 0·017 | 0·74 | 0·005 | 0·62 | <0·001 | 0·53 | <0·001 |
| Gender | ||||||||||||||||||
| Female | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| Male | 1·76 | <0·001 | 1·14 | NS | 0·97 | NS | 1·12 | NS | 0·69 | <0·001 | 0·83 | NS | 1·28 | 0·006 | 1·27 | 0·005 | 1·20 | 0·033 |
| Ethnicity | ||||||||||||||||||
| Other | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| White British | 1·00 | NS | 1·24 | NS | 1·44 | 0·001 | 1·13 | NS | 0·84 | NS | 1·32 | NS | 1·43 | 0·004 | 1·55 | <0·001 | 1·12 | NS |
| Country | ||||||||||||||||||
| England | Ref | 0·010 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | 0·001 | Ref | NS | Ref | NS | Ref | <0·001 |
| Wales ( | 1·02 | NS | 0·89 | NS | 1·02 | NS | 0·85 | NS | 0·89 | NS | 0·52 | 0·002 | 0·74 | NS | 1·00 | NS | 0·78 | NS |
| Scotland ( | 1·38 | 0·016 | 0·88 | NS | 1·30 | NS | 1·14 | NS | 1·06 | NS | 0·59 | 0·003 | 1·13 | NS | 0·86 | NS | 0·54 | <0·001 |
| North Ireland ( | 1·64 | 0·011 | 1·34 | NS | 1·09 | NS | 1·15 | NS | 1·04 | NS | 0·64 | NS | 1·07 | NS | 1·30 | NS | 0·34 | <0·001 |
| IMD | ||||||||||||||||||
| 1 | Ref | <0·001 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | <0·001 | Ref | NS | Ref | 0·049 | Ref | NS |
| 2 ( | 0·67 | 0·004 | 1·02 | NS | 1·37 | 0·028 | 1·36 | 0·027 | 1·21 | NS | 1·59 | 0·010 | 1·01 | NS | 0·97 | NS | 1·20 | NS |
| 3 ( | 0·98 | NS | 0·94 | NS | 1·14 | NS | 1·20 | NS | 1·08 | NS | 1·41 | 0·030 | 0·94 | NS | 0·73 | 0·006 | 1·10 | NS |
| 4 ( | 0·64 | <0·001 | 0·99 | NS | 0·99 | NS | 1·09 | NS | 1·18 | NS | 1·94 | <0·001 | 1·02 | NS | 0·86 | NS | 1·19 | NS |
| 5 ( | 0·75 | 0·014 | 0·90 | NS | 0·89 | NS | 0·93 | NS | 1·23 | NS | 2·33 | <0·001 | 0·98 | NS | 0·99 | NS | 1·24 | NS |
| Weight status | ||||||||||||||||||
| Underweight | Ref | NS | Ref | NS | Ref | NS | Ref | 0·012 | Ref | 0·001 | Ref | <0·001 | Ref | <0·001 | Ref | NS | Ref | NS |
| Healthy weight ( | 1·13 | NS | 1·01 | NS | 1·04 | NS | 0·70 | 0·003 | 0·98 | NS | 0·91 | NS | 1·54 | 0·001 | 0·94 | NS | 1·09 | NS |
| Overweight ( | 1·21 | NS | 1·30 | 0.046 | 0·97 | NS | 0·80 | NS | 0·75 | 0·032 | 0·80 | NS | 1·70 | <0·001 | 0·96 | NS | 0·94 | NS |
| Obese ( | 1·20 | NS | 0·71 | NS | 1·36 | NS | 0·78 | NS | 0·55 | 0·002 | 0·39 | <0·001 | 3·46 | <0·001 | 1·04 | NS | 1·02 | NS |
| Marketing awareness | ||||||||||||||||||
| Low | Ref | <0·001 | Ref | 0·005 | Ref | 0·026 | Ref | <0·001 | Ref | NS | Ref | NS | Ref | <0·001 | Ref | 0·006 | Ref | NS |
| Medium ( | 1·79 | 0·001 | 1·35 | NS | 1·32 | NS | 1·51 | 0·012 | 1·17 | NS | 1·27 | NS | 1·39 | NS | 1·40 | 0·038 | 1·16 | NS |
| High ( | 2·30 | <0·001 | 1·48 | 0·010 | 1·48 | 0·010 | 1·77 | <0·001 | 1·22 | NS | 0·95 | NS | 1·70 | <0·001 | 1·51 | 0·004 | 1·39 | 0·021 |
| Not stated ( | 0·93 | NS | 0·84 | NS | 1·02 | NS | 1·02 | NS | 0·93 | NS | 0·90 | NS | 0·91 | NS | 1·05 | NS | 0·94 | NS |
AOR, adjusted OR; IMD, Index of Multiple Deprivation; NS, not significant (P > 0.05).
Dependant variable for all models = high consumption (≥2 portions per week) v. low (≤1 portion); Hosmer–Lemeshow test for all models, P > 0·05; χ 2 test of coefficients for all models, P < 0·001.
HFSS products.
Non-HFSS products.
HFSS alternatives. Cases with missing data on one or more variables excluded model-by-model, sugary drinks (n 895), flavoured yoghurts (n 911), sweets/chocolate (n 892), cake/biscuits (n 898), fruit (n 900), vegetables (n 899), diet/sugar-free drinks (n 927), crisps (n 892) and desserts (n 906).
Binary logistic regressions exploring the association between high fat, salt or sugar (HFSS) marketing awareness and consumption of group 1 foods
| Variable and reference categories | Food and drink product types | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sugary drinks | Flavoured yoghurts | Sweets/choclate | Cakes and biscuits | Fruit | Vegetables | Diet/sugar-free drinks | Crisps | Desserts | ||||||||||
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| |
| Age | ||||||||||||||||||
| 11–13 years | Ref | NS | Ref | <0·001 | Ref | 0·001 | Ref | <0·001 | Ref | <0·001 | Ref | NS | Ref | 0·007 | Ref | <0·001 | Ref | <0·001 |
| 14–17 years ( | 1·26 | 0·028 | 0·63 | <0·001 | 0·76 | 0·010 | 0·81 | 0·034 | 0·71 | 0·005 | 0·96 | NS | 1·09 | NS | 0·67 | <0·001 | 0·61 | <0·001 |
| 18–19 years ( | 1·08 | NS | 0·42 | <0·001 | 0·74 | 0·003 | 0·58 | <0·001 | 0·63 | <0·001 | 0·73 | 0·022 | 0·73 | 0·004 | 0·62 | <0·001 | 0·53 | <0·001 |
| Gender | ||||||||||||||||||
| Female | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| Male | 1·75 | <0·001 | 1·14 | NS | 0·97 | NS | 1·13 | NS | 0·69 | <0·001 | 0·84 | NS | 1·25 | 0·013 | 1·26 | 0·005 | 1·19 | 0·033 |
| Ethnicity | ||||||||||||||||||
| Other | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| White British | 1·00 | NS | 1·24 | NS | 1·43 | 0·002 | 1·13 | NS | 0·83 | NS | 1·31 | NS | 1·42 | 0·005 | 1·54 | <0·001 | 1·11 | NS |
| Country | ||||||||||||||||||
| England | Ref | 0·011 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | 0·001 | Ref | NS | Ref | NS | Ref | <0·001 |
| Wales ( | 1·02 | NS | 0·88 | NS | 1·02 | NS | 0·85 | NS | 0·89 | NS | 0·52 | 0·002 | 0·74 | NS | 0·99 | NS | 0·77 | NS |
| Scotland ( | 1·38 | 0·017 | 0·87 | NS | 1·30 | NS | 1·14 | NS | 1·05 | NS | 0·58 | 0·003 | 1·13 | NS | 0·86 | NS | 0·54 | <0·001 |
| Northern Ireland ( | 1·64 | 0·012 | 1·35 | NS | 1·09 | NS | 1·16 | NS | 1·04 | NS | 0·65 | NS | 1·07 | NS | 1·30 | NS | 0·34 | <0·001 |
| IMD | ||||||||||||||||||
| 1 | Ref | <0·001 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | <0·001 | Ref | NS | Ref | NS | Ref | NS |
| 2 ( | 0·67 | 0·004 | 1·02 | NS | 1·37 | 0·028 | 1·36 | 0·027 | 1·22 | NS | 1·59 | 0·009 | 1·01 | NS | 0·97 | NS | 1·20 | NS |
| 3 ( | 0·98 | NS | 0·93 | NS | 1·14 | NS | 1·20 | NS | 1·09 | NS | 1·41 | 0·029 | 0·94 | NS | 0·73 | 0·006 | 1·10 | NS |
| 4 ( | 0·64 | <0·001 | 0·99 | NS | 0·99 | NS | 1·09 | NS | 1·18 | NS | 1·94 | <0·001 | 1·01 | NS | 0·86 | NS | 1·19 | NS |
| 5 ( | 0·75 | 0·014 | 0·91 | NS | 0·89 | NS | 0·92 | NS | 1·22 | NS | 2·33 | <0·001 | 0·97 | NS | 0·98 | NS | 1·24 | NS |
| Weight status | ||||||||||||||||||
| Underweight | Ref | NS | Ref | NS | Ref | NS | Ref | 0·011 | Ref | <0·001 | Ref | <0·001 | Ref | <0·001 | Ref | NS | Ref | NS |
| Healthy weight ( | 1·10 | NS | 1·08 | NS | 1·06 | NS | 0·71 | 0·005 | 0·95 | NS | 0·96 | NS | 1·42 | 0·006 | 0·96 | NS | 1·08 | NS |
| Overweight ( | 1·25 | NS | 1·24 | NS | 0·94 | NS | 0·76 | 0·025 | 0·72 | 0·018 | 0·72 | NS | 1·71 | <0·001 | 0·92 | NS | 0·94 | NS |
| Obese ( | 1·13 | NS | 0·77 | NS | 1·38 | NS | 0·79 | NS | 0·50 | 0·001 | 0·42 | <0·001 | 3·46 | <0·001 | 1·03 | NS | 1·04 | NS |
| Marketing awareness | ||||||||||||||||||
| Low | Ref | <0·001 | Ref | 0·006 | Ref | 0·026 | Ref | <0·001 | Ref | NS | Ref | NS | Ref | <0·001 | Ref | 0·006 | Ref | NS |
| Medium ( | 1·82 | <0·001 | 1·35 | NS | 1·32 | NS | 1·49 | 0·014 | 1·17 | NS | 1·27 | NS | 1·41 | NS | 1·41 | 0·034 | 1·17 | NS |
| High ( | 2·29 | <0·001 | 1·48 | 0·010 | 1·47 | 0·010 | 1·78 | <0·001 | 1·22 | NS | 0·95 | NS | 1·68 | <0·001 | 1·50 | 0·004 | 1·38 | 0·022 |
| Not stated ( | 0·93 | NS | 0·85 | NS | 1·01 | NS | 1·02 | NS | 0·93 | NS | 0·90 | NS | 0·90 | NS | 1·05 | NS | 0·93 | NS |
AOR, adjusted OR; IMD, Index of Multiple Deprivation.
Dependant variable for all models = high consumption (≥2 portions per week) v. low (≤1 portion); Hosmer–Lemeshow test for all models, P > 0·05; χ 2 test of coefficients for all models, P < 0·001.
HFSS products.
Non-HFSS products.
HFSS alternatives. Cases with missing data on one or more variables excluded model-by-model sugary drinks (n 894), flavoured yoghurts (n 910), sweets/chocolate (n 891), cake/biscuits (n 897), fruit (n 899), vegetables (n 898), diet/sugar-free drinks (n 926), crisps (n 891) and desserts (n 905).
Binary logistic regressions exploring the association between high fat, salt or sugar (HFSS) marketing awareness and consumption of group 2 foods
| Variable and reference categories | Food and drink product types | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Takeaways | Energy drinks | Ready meals | Fried potatoes/chips | Milk drinks | Sugared cereals | |||||||
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| |
| Age | ||||||||||||
| 11–13 years | Ref | 0·009 | Ref | 0·044 | Ref | 0·027 | Ref | NS | Ref | <0·001 | Ref | <0·001 |
| 14–17 years ( | 0·98 | NS | 1·44 | 0·022 | 0·78 | 0·012 | 1·01 | NS | 0·66 | <0·001 | 0·53 | <0·001 |
| 18–19 years ( | 1·36 | 0·003 | 0·91 | NS | 0·88 | NS | 0·90 | NS | 0·44 | <0·001 | 0·49 | <0·001 |
| Gender | ||||||||||||
| Female | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| Male | 1·22 | 0·028 | 1·73 | <0·001 | 1·22 | 0·018 | 1·20 | 0·044 | 1·31 | 0·003 | 1·42 | <0·001 |
| Ethnicity | ||||||||||||
| Other | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| White British | 1·02 | NS | 0·94 | NS | 1·35 | 0·008 | 1·39 | 0·005 | 0·83 | NS | 1·01 | NS |
| Country | ||||||||||||
| England | Ref | <0·001 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS |
| Wales ( | 1·04 | NS | 0·81 | NS | 1·03 | NS | 1·08 | NS | 1·09 | NS | 1·05 | NS |
| Scotland ( | 1·32 | 0·045 | 0·90 | NS | 0·95 | NS | 1·00 | NS | 0·90 | NS | 1·01 | NS |
| Northern Ireland ( | 2·14 | <0·001 | 1·78 | 0·025 | 1·14 | NS | 1·19 | NS | 0·89 | NS | 1·13 | NS |
| IMD | ||||||||||||
| 1 | Ref | <0·001 | Ref | 0·002 | Ref | NS | Ref | NS | Ref | 0·020 | Ref | 0·008 |
| 2 ( | 0·71 | 0·016 | 0·73 | NS | 1·02 | NS | 0·86 | NS | 1·06 | NS | 0·95 | NS |
| 3 ( | 0·80 | NS | 0·68 | 0·027 | 0·88 | NS | 0·99 | NS | 0·83 | NS | 0·87 | NS |
| 4 ( | 0·75 | 0·007 | 0·63 | 0·007 | 0·94 | NS | 0·87 | NS | 0·85 | NS | 0·69 | <0·001 |
| 5 ( | 0·68 | 0·002 | 0·75 | NS | 0·82 | NS | 0·82 | NS | 0·71 | 0·007 | 0·99 | NS |
| Weight status | ||||||||||||
| Underweight | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS |
| Healthy weight ( | 1·04 | NS | 1·20 | NS | 0·96 | NS | 0·91 | NS | 1·16 | NS | 0·77 | 0·025 |
| Overweight ( | 1·21 | NS | 1·52 | 0·019 | 0·88 | NS | 1·28 | NS | 1·10 | NS | 0·93 | NS |
| Obese ( | 1·30 | NS | 0·94 | NS | 1·49 | 0·046 | 0·91 | NS | 0·97 | NS | 1·21 | NS |
| Marketing awareness | ||||||||||||
| Low | Ref | <0·001 | Ref | <0·001 | Ref | <0·001 | Ref | 0·005 | Ref | <0·001 | Ref | NS |
| Medium ( | 1·46 | 0·037 | 2·09 | 0·009 | 1·96 | <0·001 | 1·24 | NS | 1·26 | NS | 1·30 | NS |
| High ( | 2·16 | <0·001 | 2·86 | <0·001 | 1·53 | 0·004 | 1·66 | 0·001 | 1·63 | 0·001 | 1·28 | NS |
| Not stated ( | 0·87 | NS | 0·63 | 0·001 | 0·86 | NS | 0·88 | NS | 0·78 | 0·007 | 0·95 | NS |
AOR, adjusted OR; IMD, Index of Multiple Deprivation; NS, not significant (P > 0.05).
Dependant variable for all models = high consumption (≥1 portion per week) v. low (0 portion per week); Hosmer–Lemeshow test for all models, P > 0·05; χ2 test of coefficients for all models, P < 0·005.
HFSS products. Cases with missing data on one or more variables excluded model-by-model, takeaways (n 899), energy drinks (n 914), ready meals (n 901), fried potatoes/chips (n 897), milk drinks (n 927) and sugar-sweetened cereals (n 898).
Binary logistic regressions exploring the association between high fat, salt or sugar (HFSS) marketing awareness and consumption of group 2 foods
| Food and drink product types | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Takeaways | Energy drinks | Ready meals | Fried potatoes/chips | Milk drinks | Sugared cereals | |||||||
| Variable and reference categories | AOR |
| AOR |
| AOR |
| AOR |
| AOR |
| AOR |
|
| Age | ||||||||||||
| 11–13 years | Ref | 0·012 | Ref | 0·042 | Ref | 0·028 | Ref | NS | Ref | <0·001 | Ref | <0·001 |
| 14–17 years ( | 0·98 | NS | 1·44 | 0·022 | 0·78 | 0·012 | 1·01 | NS | 0·66 | <0·001 | 0·53 | <0·001 |
| 18–19 years ( | 1·35 | 0·004 | 0·90 | NS | 0·89 | NS | 0·90 | NS | 0·44 | <0·001 | 0·49 | <0·001 |
| Gender | ||||||||||||
| Female | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| Male | 1·21 | 0·031 | 1·71 | <0·001 | 1·22 | 0·018 | 1·19 | 0·048 | 1·31 | 0·003 | 1·42 | <0·001 |
| Ethnicity | ||||||||||||
| Other | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – | Ref | – |
| White British | 1·02 | NS | 0·94 | NS | 1·34 | 0·009 | 1·38 | 0·006 | 0·83 | NS | 1·01 | NS |
| Country | ||||||||||||
| England | Ref | <0·001 | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS |
| Wales ( | 1·04 | NS | 0·81 | NS | 1·03 | NS | 1·08 | NS | 1·09 | NS | 1·05 | NS |
| Scotland ( | 1·32 | 0·045 | 0·89 | NS | 0·96 | NS | 0·99 | NS | 0·90 | NS | 1·02 | NS |
| Northern Ireland ( | 2·13 | <0·001 | 1·79 | 0·024 | 1·14 | NS | 1·19 | NS | 0·90 | NS | 1·12 | NS |
| IMD | ||||||||||||
| 1 | Ref | <0·001 | Ref | 0·001 | Ref | NS | Ref | NS | Ref | 0·019 | Ref | 0·008 |
| 2 ( | 0·71 | 0·016 | 0·73 | NS | 1·02 | NS | 0·86 | NS | 1·06 | NS | 0·94 | NS |
| 3 ( | 0·80 | NS | 0·67 | 0·024 | 0·89 | NS | 0·99 | NS | 0·83 | NS | 0·87 | NS |
| 4 ( | 0·75 | 0·007 | 0·63 | 0·007 | 0·94 | NS | 0·87 | NS | 0·85 | NS | 0·69 | <0·001 |
| 5 ( | 0·68 | 0·002 | 0·75 | NS | 0·82 | NS | 0·82 | NS | 0·71 | 0·008 | 0·98 | NS |
| Weight status | ||||||||||||
| Underweight | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS | Ref | NS |
| Healthy weight ( | 1·00 | NS | 1·28 | NS | 0·95 | NS | 0·91 | NS | 1·16 | NS | 0·79 | 0·037 |
| Overweight ( | 1·25 | NS | 1·53 | 0·019 | 0·87 | NS | 1·23 | NS | 1·08 | NS | 0·95 | NS |
| Obese ( | 1·38 | NS | 0·93 | NS | 1·46 | NS | 1·06 | NS | 0·91 | NS | 1·21 | NS |
| Marketing awareness | ||||||||||||
| Low | Ref | <0·001 | Ref | <0·001 | Ref | <0·001 | Ref | 0·006 | Ref | <0·001 | Ref | NS |
| Medium ( | 1·45 | 0·039 | 2·10 | 0·009 | 1·96 | <0·001 | 1·24 | NS | 1·25 | NS | 1·29 | NS |
| High ( | 2·16 | <0·001 | 2·86 | <0·001 | 1·52 | 0·004 | 1·65 | 0·002 | 1·64 | <0·001 | 1·28 | NS |
| Not stated ( | 0·87 | NS | 0·63 | <0·001 | 0·86 | NS | 0·88 | NS | 0·78 | 0·007 | 0·95 | NS |
AOR, adjusted OR; IMD, Index of Multiple Deprivation.
Dependant variable for all models = high consumption (≥1 portion per week) v. low (≤0 portion per week); Hosmer–Lemeshow test for all models, P > 0·05; χ2 test of coefficients for all models, P < 0·001.
HFSS products. Cases with missing data on one or more variables excluded model-by-model takeaways (n 898), energy drinks (n 913), ready meals (n 900), fried potatoes (n 896), milk drinks (n 926) and sugar-sweetened cereals (n 897).