A Narrative Review of Childhood Picky Eating and Its Relationship to Food Intakes, Nutritional Status, and Growth
Abstract
:1. Introduction
2. Methods
3. Results
3.1. Overview of the Identified Studies
3.2. Food/Food Group Intakes in Picky and Non-Picky Eaters
3.3. Energy, Macronutrient and Fiber Intakes in Picky and Non-Picky Eaters
3.4. Micronutrient Intakes in Picky and Non-Picky Eaters
3.5. Growth/Body Weight Status in Picky and Non-Picky Eaters
4. Discussion
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Jacobi, C.; Schmitz, G.; Agras, W.S. Is picky eating an eating disorder? Int. J. Eat. Disord. 2008, 41, 626–634. [Google Scholar] [CrossRef] [PubMed]
- Morton, H.; Santich, B.; Worsley, A. Mothers’ perspectives on the eating habits of two-year-olds: A pilot study. Aust. J. Nutr. Diet. 1996, 53, 100–105. [Google Scholar]
- Carruth, B.R.; Skinner, J.D. Revisiting the picky eater phenomenon: Neophobic behaviors of young children. J. Am. Coll. Nutr. 2000, 19, 771–780. [Google Scholar] [CrossRef] [PubMed]
- Boquin, M.M.; Moskowitz, H.R.; Donovan, S.M.; Lee, S.-Y. Defining perceptions of picky eating obtained through focus groups and conjoint analysis. J. Sens. Stud. 2014, 29, 126–138. [Google Scholar] [CrossRef]
- Jacobi, C.; Agras, W.S.; Bryson, S.; Hammer, L.D. Behavioural validation, precursors, and concomitants of picky eating in childhood. J. Am. Acad. Child Adolesc. Psychiatry 2003, 42, 76–84. [Google Scholar] [CrossRef]
- Wright, C.M.; Parkinson, K.N.; Shipton, D.; Drewett, R.F. How do toddler eating problems relate to their eating behaviour, food preferences, and growth? Pediatrics 2007, 120, e1069–e1075. [Google Scholar] [CrossRef]
- Mascola, A.J.; Bryson, S.W.; Agras, W.S. Picky eating during childhood: A longitudinal study to age 11 years. Eat. Behav. 2010, 11, 253–257. [Google Scholar] [CrossRef]
- Boquin, M.; Smith-Simpson, S.; Donovan, S.M.; Lee, S.Y. Mealtime behaviours and food consumption of perceived picky and nonpicky eaters through home use test. J. Food Sci. 2014, 79, S2523–S2532. [Google Scholar] [CrossRef]
- Carruth, B.R.; Skinner, J.; Houck, K.; Moran, J., III; Coletta, F.; Ott, D. The phenomenon of “picky eater”: A behavioral marker in eating patterns of toddlers. J. Am. Coll. Nutr. 1998, 17, 180–186. [Google Scholar] [CrossRef]
- U.S. DHHS; USDA. 2015–2020 Dietary Guidelines for Americans, 8th edition; Departments of Health and Human Services (DHHS) and Agriculture (USDA): Washington, DC, USA, 2015. Available online: https://health.gov/dietaryguidelines/2015/guidelines/ (accessed on 17 August 2018).
- National Health and Medical Research Council. Eat for Health. Australian Dietary Guidelines: Providing the Scientific Evidence for Healthier Australian Diets; Australian Government, National Health and Medical Research Council (NHMRC) & Department of Health and Aging: Canberra, Australia, 2013. Available online: http://www.nhmrc.gov.au/guidelines/publications/n55 (accessed on 17 August 2018).
- Li, Z.; van der Horst, K.; Edelson-Fries, L.R.; Yu, K.; You, L.; Zhang, Y.; Vinyes-Pares, G.; Wang, P.; Ma, D.; Yang, X.; et al. Perceptions of food intake and weight status among parents of picky eating infants and toddlers in China: A cross-sectional study. Appetite 2017, 108, 456–463. [Google Scholar] [CrossRef] [Green Version]
- Rohde, J.F.; Händel, M.N.; Stougaard, M.; Olsen, N.J.; Trærup, M.; Mortensen, E.L.; Heitmann, B.L. Relationship between pickiness and subsequent development in body mass index and diet intake in obesity prone normal weight preschool children. PLoS ONE 2017, 12, e0172772. [Google Scholar] [CrossRef] [PubMed]
- Taylor, C.M.; Northstone, K.; Wernimont, S.M.; Emmett, P.M. Macro- and micronutrient intakes in picky eaters: A cause for concern? Am. J. Clin. Nutr. 2016, 104, 1647–1656. [Google Scholar] [CrossRef] [PubMed]
- Van der Horst, K.; Deming, D.M.; Lesniauskas, R.; Carr, B.T.; Reidy, K.C. Picky eating: Associations with child eating characteristics and food intake. Appetite 2016, 103, 286–293. [Google Scholar] [CrossRef] [PubMed]
- Xue, Y.; Lee, E.; Ning, K.; Zheng, Y.; Ma, D.; Gao, H.; Yang, B.; Bai, Y.; Wang, P.; Zhang, Y. Prevalence of picky eating behaviour in Chinese school-age children and associations with anthropometric parameters and intelligence quotient. A cross-sectional study. Appetite 2015, 91, 248–255. [Google Scholar] [CrossRef] [Green Version]
- Xue, Y.; Zhao, A.; Cai, L.; Yang, B.; Szeto, I.M.; Ma, D.; Zhang, Y.; Wang, P. Growth and development in Chinese pre-schoolers with picky eating behaviour: A cross-sectional study. PLoS ONE 2015, 10, e0123664. [Google Scholar] [CrossRef]
- Northstone, K.; Emmett, P. The associations between feeding difficulties and behaviours and dietary patterns at 2 years of age: The ALSPAC cohort. Matern. Child Nutr. 2013, 9, 533–542. [Google Scholar] [CrossRef]
- Jones, L.R.; Steer, C.D.; Rogers, I.S.; Emmett, P.M. Influences on child fruit and vegetable intake: Sociodemographic, parental and child factors in a longitudinal cohort study. Public Health Nutr. 2010, 13, 1122–1130. [Google Scholar] [CrossRef]
- Carruth, B.R.; Ziegler, P.J.; Gordon, A.; Barr, S.I. Prevalence of picky eaters among infants and toddlers and their caregivers’ decisions about offering a new food. J. Am. Diet. Assoc. 2004, 104, 57–64. [Google Scholar] [CrossRef]
- Chatoor, I.; Ganiban, J.; Hirsch, R.; Borman-Spurrell, E.; Mrazek, D.A. Maternal characteristics and toddler temperament in infantile anorexia. J. Am. Acad. Child Adolesc. Psychiatry 2000, 39, 743–751. [Google Scholar] [CrossRef]
- Kwon, K.M.; Shim, J.E.; Kang, M.; Paik, H.Y. Association between picky eating behaviors and nutritional status in early childhood: Performance of a picky eating behavior questionnaire. Nutrients 2017, 9, 463. [Google Scholar] [CrossRef]
- Berger, P.K.; Hohman, E.E.; Marini, M.E.; Savage, J.S.; Birch, L.L. Girls’ picky eating in childhood is associated with normal weight status from ages 5 to 15 y. Am. J. Clin Nutr. 2016, 104, 1577–1582. [Google Scholar] [CrossRef] [Green Version]
- Antoniou, E.E.; Roefs, A.; Kremers, S.P.; Jansen, A.; Gubbels, J.S.; Sleddens, E.F.; Thijs, C. Picky eating and child weight status development: A longitudinal study. Altern. Use Live Vertebrates Biomed. Res. Test. 2016, 29, 298–307. [Google Scholar] [CrossRef] [PubMed]
- Cardona Cano, S.; Tiemeier, H.; Van Hoeken, D.; Tharner, A.; Jaddoe, V.W.; Hofman, A.; Verhulst, F.C.; Hoek, H.W. Trajectories of picky eating during childhood: A general population study. Int. J. Eat. Disord. 2015, 48, 570–579. [Google Scholar] [CrossRef] [PubMed]
- De Barse, L.M.; Tiemeier, H.; Leermakers, E.T.; Voortman, T.; Jaddoe, V.W.; Edelson, L.R.; Franco, O.H.; Jansen, P.W. Longitudinal association between preschool fussy eating and body composition at 6 years of age: The Generation R Study. Int. J. Behav. Nutr. Phys. Act. 2015, 12, 153. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Oliveira, A.; Jones, L.; de Lauzon-Guillain, B.; Emmett, P.; Moreira, P.; Charles, M.A.; Lopes, C. Early problematic eating behaviours are associated with lower fruit and vegetable intake and less dietary variety at 4–5 years of age. A prospective analysis of three European birth cohorts. Br. J. Nutr. 2015, 114, 763–771. [Google Scholar] [CrossRef] [PubMed]
- Werthmann, J.; Roefs, A.; Havermans, R.; Nederkoorn, C.; Kremers, S.; Roefs, A. Bits and pieces. Food texture influences food acceptance in young children. Appetite 2015, 84, 181–187. [Google Scholar] [CrossRef]
- Haszard, J.J.; Skidmore, P.M.; Williams, S.M.; Taylor, R.W. Associations between parental feeding practices, problem food behaviours and dietary intake in New Zealand overweight children aged 4–8 years. Public Health Nutr. 2015, 18, 1036–1043. [Google Scholar] [CrossRef] [PubMed]
- Tharner, A.; Jansen, P.W.; Kiefte-de Jong, J.C.; Moll, H.A.; van der Ende, J.; Jaddoe, V.W.V.; Hofman, A.; Tiemeier, H.; Franco, O.H. Toward an operative diagnosis of fussy/picky eating: A latent profile approach in a population-based cohort. Int. J. Behav. Nutr. Phys. Act. 2014, 11, 14. [Google Scholar] [CrossRef] [PubMed]
- Equit, M.; Pälmke, M.; Becker, N.; Moritz, A.-M.; Becker, S.; von Gontard, A. Eating problems in young children—A population-based study. Acta Paediatr. 2013, 102, 149–155. [Google Scholar] [CrossRef] [PubMed]
- Rodenburg, G.; Kremers, S.P.; Oenema, A.; van de Mheen, D. Associations of children’s appetitive traits with weight and dietary behaviours in the context of general parenting. PLoS ONE 2012, 7, e50642. [Google Scholar] [CrossRef] [PubMed]
- Van der Horst, K. Overcoming picky eating. Eating enjoyment as a central aspect of children’s eating behaviours. Appetite 2012, 58, 567–574. [Google Scholar] [CrossRef] [PubMed]
- Ekstein, S.; Laniado, D.; Glick, B. Does picky eating affect weight-for-length measurements in young children? Clin. Pediatr. 2010, 49, 217–220. [Google Scholar] [CrossRef]
- Horodynski, M.A.; Stommel, M.; Brophy-Herb, H.; Xie, Y.; Weatherspoon, L. Low-income African American and non-Hispanic White mothers’ self-efficacy, “picky eater” perception, and toddler fruit and vegetable consumption. Public Health Nurs. 2010, 27, 408–417. [Google Scholar] [CrossRef] [PubMed]
- Blossfeld, I.; Collins, A.; Kiely, M.; Delahunty. Texture preferences of 12-month-old infants and the role of early experiences. Food Qual. Prefer. 2007, 18, 396–404. [Google Scholar] [CrossRef]
- Dubois, L.; Farmer, A.; Girard, M.; Peterson, K.; Tatone-Tokuda, F. Problem eating behaviours related to social factors and body weight in preschool children: A longitudinal study. Int. J. Behav. Nutr. Phys. Act. 2007, 4, 9. [Google Scholar] [CrossRef] [PubMed]
- Dubois, L.; Farmer, A.P.; Girard, M.; Peterson, K. Preschool children’s eating behaviours are related to dietary adequacy and body weight. Eur. J. Clin. Nutr. 2007, 61, 846–855. [Google Scholar] [CrossRef]
- Galloway, A.T.; Fiorito, L.; Lee, Y.; Birch, L.L. Parental pressure, dietary patterns, and weight status among girls who are “picky eaters”. J. Am. Diet. Assoc. 2005, 105, 541–548. [Google Scholar] [CrossRef] [Green Version]
- Galloway, A.T.; Lee, Y.; Birch, L.L. Predictors and consequences of food neophobia and pickiness in young girls. J. Am. Diet. Assoc. 2003, 103, 692–698. [Google Scholar] [CrossRef] [Green Version]
- Lewinsohn, P.M.; Holm-Denoma, J.M.; Gau, J.M.; Joiner, T.E., Jr.; Striegel-Moore, R.; Bear, P.; Lamoureux, B. Problematic eating and feeding behaviors of 36-month-old children. Int. J. Eat. Disord. 2005, 38, 208–219. [Google Scholar] [CrossRef] [Green Version]
- Rydell, A.-M.; Dahl, M.; Sundelin, C. Characteristics of school children who are choosy eaters. J. Genet. Psychol. 1995, 156, 217–229. [Google Scholar] [CrossRef]
- Wardle, J.; Guthrie, C.A.; Sanderson, S.; Rapoport, L. Development of the Children’s Eating Behaviour Questionnaire. J. Child Psychol. Psychiatry 2001, 42, 963–970. [Google Scholar] [CrossRef]
- Sleddens, E.F.; Kremers, S.P.; Thijs, C. The Children’s Eating Behaviour Questionnaire: Factorial validity and association with body mass index in Dutch children aged 6–7. Int. J. Behav. Nutr. Phys. Act. 2008, 5, 49. [Google Scholar] [CrossRef]
- EFSA. Scientific opinion on dietary reference values for protein. EFSA J. 2012, 10, 2557. [Google Scholar] [CrossRef]
- Van Buuren, S.; Schönbeck, Y.; van Dommelen, P. Scientific report submitted to EFSA: Collection, collation and analysis of data in relation to reference heights and reference weights for female and male children and adolescents (0–18 years) in the EU, as well as in relation to the age of onset of puberty and the age at which different stages of puberty are reached in adolescents in the EU. EFSA Support. Publ. 2012, 9, 255E. [Google Scholar] [CrossRef]
- EFSA. Scientific Opinion on Dietary Reference Values for fats, including saturated fatty acids, polyunsaturated fatty acids, monounsaturated fatty acids, trans fatty acids, and cholesterol. EFSA J. 2010, 8, 1461. [Google Scholar] [CrossRef]
- Feskanich, D.; Rockett, H.R.; Colditz, G.A. Modifying the Healthy Eating Index to assess diet quality in children and adolescents. J. Am. Diet. Assoc. 2004, 104, 1375–1383. [Google Scholar] [CrossRef] [PubMed]
- Kyttälä, P.; Erkkola, M.; Lehtinen-Jacks, S.; Ovaskainen, M.L.; Uusitalo, L.; Veijola, R.; Simell, O.; Knip, M.; Virtanen, S.M. Finnish Children Healthy Eating Index (FCHEI) and its associations with family and child characteristics in pre-school children. Public Health Nutr. 2014, 17, 2519–2527. [Google Scholar] [CrossRef] [PubMed]
- Cheng, G.; Duan, R.; Kranz, S.; Libuda, L.; Zhang, L. Development of a dietary index to assess overall diet quality for Chinese school-aged children: The Chinese Children Dietary Index. J. Acad. Nutr. Diet. 2016, 116, 608–617. [Google Scholar] [CrossRef]
- Brown, C.L.; Vander Schaaf, E.B.; Cohen, G.M.; Irby, M.B.; Skelton, J.A. Association of picky eating and food neophobia with weight: A systematic review. Child Obes. 2016, 12, 247–262. [Google Scholar] [CrossRef]
Reference | Study Design, Country | Sample Size, Age | Classification of Picky Eating | Prevalence of Picky Eating b | Assessment of Growth | Method of Dietary Intakes Assessment | Growth and/or Dietary Intakes Assessed Concurrently with Picky Eating |
---|---|---|---|---|---|---|---|
Use of a Single Closed-ended (Yes/No) Question (n = 3 studies) | |||||||
Li et al., 2017 [12] | Cross-sectional PRC | n = 1414 6 to 35 mo | Caregiver responded “yes” when asked if their child was a PE. | 12.3% to 36.1% | Yes | One 24-h recall. | Yes |
Carruth and Skinner, 2000 [3] | Longitudinal U.S. | n = 71 34 to 84 mo | Caregiver responded “yes” when asked if their child was a PE. | 30% to 49% | Yes | 2-day food record and one 24-h dietary recall. | Yes |
Carruth et al., 1998 [9] | Cross-sectional U.S. | n = 118 24 to 36 mo | Caregiver responded “yes” when asked if their child was a PE. | 36% | Yes | 2-day food record and one 24-h dietary recall. | Yes |
Use of a Single Question with a Response Selected from Several Possible Responses [n = 14 studies] | |||||||
Rohde et al., 2017 [13] | Cross-sectional Denmark | n = 271 2 to 6 y | Parent responded “picky” or “a little picky” to: “How would you describe your child’s way of eating?” | Picky: 16% A little picky: 42% | Yes | 4-day dietary records. | No. Growth and food intakes were assessed 15 mo after the assessment of picky eating. |
Taylor et al., 2016 [14] | Longitudinal UK | n = 7420 2 to 7.5 y | Caregiver responded “no”, “yes, quite choosy”, or “yes, very choosy” to: “Does your child have definite likes and dislikes as far as food is concerned?” | 9.7% to 14.7% | No | 3-day food record. | No. picky eating was assessed when children were aged 2, 3, 4.5, and 5.5 y of age. Dietary intakes were assessed at 3.5 and 7.5 y of age. |
van der Horst et al., 2017 [15] | Cross-sectional U.S. | n = 2371 1 to 4 y | Caregivers responded either “a very picky eater”, or “a somewhat picky eater” to: “Is your child a PE?” | Somewhat PE: 27.9% to 40.4% Very PE: 6.6% to 15.2% | No | One 24-h food recall. | Yes |
Xue et al., 2015 [16] | Cross-sectional PRC | n = 793 7 to 12 y | Caregiver responded “sometimes” or “always” to: “Is your child a PE?” | 59.3% | Yes | 24-h dietary record/recall on weekdays. | Yes |
Xue et al., 2015 [17] | Cross-sectional PRC | n = 937 3 to 7 y | Caregiver responded “sometimes” or “always” to: “Is your child a PE?” | 54% | Yes | 24-h dietary record on weekdays and FFQ. | Yes |
Boquin et al., 2014 [8] | Cross-sectional study and in-home meal test study U.S. | n = 170 2 to 4 y | Child was considered a PE if the average score was ≥3 to the question: “Is your child a picky eater?”; possible responses were 1=never, 2=rarely; 3=sometimes; 4=often; 5=always. | 48.8% | No | Over a 2-week in-home meal study, parents rated their own and their child’s liking of standardized meals. | Yes |
Northstone and Emmett, 2013 [18] | Cross-sectional UK | n = 9599 2 y | Caregiver responded “yes, quite choosy” or “yes, very choosy” to the statement: “Child has definite likes/dislikes”. | Yes, quite choosy: 31.2% Yes, very choosy: 9.8% | No | FFQ. | Yes |
Jones et al., 2010 [19] | Cross-sectional UK | n = 7285 7 y | Caregiver responded “yes most of the time” or “sometimes” to the statement: “He/she is choosy about food”. | Choosy most of the time: 15.8% Choosy sometimes: 40.8% | No | Three 24-h unweighted food records. | No. picky eating behavior was assessed at 65 mo of age. Dietary intakes were assessed at 7 y of age. |
Mascola et al., 2010 [7] | Cross-sectional U.S. | n = 120 11 y | Caregivers responded either “often” or “always” to: “Is your child a PE?” | 22% | Yes | Not assessed. | Yes |
Jacobi et al., 2008 [1] | Cross-sectional Germany | n = 426 7.7 to 12.7 y | Caregivers responded with at least “sometimes” to: “Is your child a PE?” | 19% | Yes | Not assessed. | Yes |
Wright et al., 2007 [6] | Cross-sectional UK | n = 455 30 mo | Caregiver responded “definitely” to the question regarding their child’s faddy eating behavior. | Definitely faddy: 8% Maybe faddy: 15% Eating problem: 20% | Yes | Not assessed. | Yes. The change in weight starting from birth was used to calculate the Thrive Index. |
Carruth et al., 2004 [20] | Cross-sectional U.S. | n = 2854 4 to 24 mo | Caregivers responded that their child was a “very PE” or a “somewhat PE”. | 19% to 50% | Yes | One 24-h dietary recall. | Yes |
Jacobi et al., 2003 [5] | Cross-sectional U.S. | n = 135 3.5 and 5.5 y | Caregivers responded with at least “sometimes” (score of 3) to: “Is your child a PE?” at one of the two interviews and at least “often” (score of 4) at the other interview. | 21% | Yes | One laboratory and two 24-h in-home standardized food intake tests. | Yes |
Chatoor et al., 2000 [21] | Case-control U.S. | n = 68 12 to 37 mo | Caregiver described their child as being “often” or “always” a PE. | Not applicable | Yes | Not assessed. | Yes |
Use of Several Questions and a Combination of Responses [n = 21] | |||||||
Kwon et al., 2017 [22] | Cross-sectional Korea | n = 184 1 to 5 y | Caregivers responded using a five-point scale of 1 (almost never) to 5 (almost always) to four specific questions relating to picky eating. | Overall prevalence: 70.1% Eating small amount: 29.9% Refusal to eat specific food groups: 44.0% | Yes | Non-consecutive 3-day diet records. | Yes |
Berger et al., 2016 [23] | Longitudinal U.S. | n = 181 5 to 15 y | Three items from the Pickiness Subscale of the CFQ were each scored out of five. A mean score for PE was calculated at each occasion. Persistent picky eating from ages 5 to 9 y was defined as having a mean PE score >3 at ≥2 of 3 timepoints. | Persistent PE from ages 5 to 15 y: 18% | Yes | Three 24-h dietary recalls at each occasion. | Somewhat. Picky eating was assessed at 5, 7, and 9 y of age. Dietary intakes and growth were assessed at 5, 7, 9, 11, 13, and 15 y of age. |
Antoniou et al., 2016 [24] | Longitudinal The Netherlands | n = 1024 5 to 9 y | Mothers responded on a 5-point Likert scale ranging from “strongly agree” to “strongly disagree” with the following statements: “My child’s diet consists of only few foods”, “My child is unwilling to eat many of the foods I serve”, and “My child is picky or fussy about what s/he eats”. | 5 y: 39.3% | Yes | FFQ (at 5 y of age). | No. Picky eating behaviors and food parenting practices were assessed at 5 y of age. Growth was assessed at 5, 7, 8, and 9 y of age. |
Cardona Cano et al., 2015 [25] | Longitudinal The Netherlands | n = 3618 to 4018 1.5 to 6 y | Caregiver response of “sometimes” and/or “often” on two items of the CBCL that were used to assess picky eating: “does not eat well” and “refuses to eat”. | 13.2% to 27.6% | No | FFQ of foods consumed over the past 4 weeks. | No. Eating behaviors were assessed at 1.5 years of age, while dietary intakes were assessed at 14 mo of age. |
de Barse et al., 2015 [26] | Longitudinal The Netherlands | n = 4,191 4 to 6 y | Latent profile analysis of responses to the CEBQ to come up with a “fussy eater” profile. | 4 y: 5.7% | Yes | Not assessed. | No. Eating behaviors were assessed at 4 y of age. Height, weight, and body composition were assessed at 6 y of age. |
Oliveira et al., 2015 [27] | Longitudinal analysis of 3 cohorts: G2I (Portugal), ALSPAC (UK), and EDEN (France) | G 2I (n = 4227), ALSPAC (n = 7620) EDEN (n = 892) 0.3 to 5 y | Caregiver’s perception (based on yes/no questions) of feeding difficulties | % Difficulties in Eating: 21 to 66% % Food refusal: 50 to 66% | Yes, but not in relation to PE status | FFQ at age 4 to 5 y. | Yes, only at 4 to 5 y of age. |
Werthmann et al., 2015 [28] | Experimental study The Netherlands | n = 32 2.5 to 4 y | Child’s fussiness was assessed by parental responses to the food fussiness sub-scale of the CEBQ. | Not reported | Yes | Intakes of yoghurts after manipulating taste, texture, and color were assessed. | Yes |
Haszard et al., 2010 [29] | Cross-sectional New Zealand | n = 203 4 to 8 y | Fussy eating was assessed using the average of four questions from the Lifestyle and Behaviour Checklist. | 36.5% | No | Assessed using three scales from the CDQ. | Yes |
Tharner et al., 2014 [30] | Cross-sectional The Netherlands | n = 4915 4 y | Latent profile analysis of responses to the CEBQ to come up with a “fussy eater” profile. | 5.6% | Yes | FFQ of foods consumed over the past 4 weeks. | No. Eating behaviors, weight, and height were assessed at 4 y of age, while dietary intakes were assessed at 14 mo of age. |
Equit et al., 2013 [31] | Cross-sectional Germany | n = 1090 4 to 7 y | Latent class analysis to identify three distinct groups of children with different patterns of eating behaviors (Class 1: “normal eaters”; Class 2: “weight worriers”; Class 3: “selective eaters”). | 34.1% were identified as Class 3: “selective eaters” | Yes | Not assessed. | Yes |
Rodenburg et al., 2012 [32] | Longitudinal and cross-sectional The Netherlands | n = 1275 7 to 10 y | Child’s fussiness was assessed by parental responses to the food fussiness sub-scale of the CEBQ. | Not reported | Yes | Assessed using a questionnaire that was based on a validated FFQ. | No. The CEBQ was completed in 2009, and weight and food intakes were assessed in 2009 and again in 2010. |
van der Horst, 2012 [33] | Cross-sectional Switzerland | n = 305 6 to 12 y | Caregivers responded with a pattern of high scores on the CEBQ. | 45% | Yes | Not assessed. | Yes |
Ekstein et al., 2010 [34] | Case-control Jerusalem | n = 170 14 to 91 mo | Unwillingness to eat familiar foods or try new foods, severe enough to interfere with daily routines to an extent that was problematic to the parent, child, or parent-child relationship. | Not applicable | Yes | Not assessed. | Yes |
Horodynski et al., 2010 [35] | Cross-sectional U.S. | n = 399 25 mo (mean) | The five-item PE sub-scale of the TPMBQ was used. | Not reported | Yes, but not in relation to PE status | A FFQ, adapted from the Block FFQ, was used. | Yes |
Blossfeld et al., 2007 [36] | Experimental study Ireland | n = 70 48 to 57 weeks | “Pickiness” was assessed using answers to six questions scored on a 7-point Likert scale. “Fussiness” was assessed using the Fussiness sub-scale of the CEBQ. | Not reported | Yes, but not in relation to PE status | Intakes of pureed versus chopped carrots were assessed. | Yes |
Dubois et al., 2007 [37,38] | Longitudinal Canada | n = 1498 2.5 to 4.5 y | Caregiver responded that he/she: “always ate a different meal from that eaten by the family”; “often refused to eat the right food”; and “often refused to eat”. | Defined as PE at all 3 timepoints: 5.5% | Yes | One 24-h food recall. | No. Eating behaviors were assessed when the child was 2.5, 3.5, and 4.5 y old. Dietary intakes, weight, and height were assessed only at age 4.5 y. |
Galloway et al., 2005 and 2007 [39,40] | Cross-sectional U.S. | n = 173 to 189 7 y, 9 y | Three items from the Pickiness Subscale of the CFQ were each scored out of five. Picky eating was categorized using the median split of the total score, which was derived as the mean score of the three items. | 47% (7y) 48% (9 y) | Yes (at 9 y only) | Three 24-h dietary recalls over a 2-week period. | Yes |
Lewinsohn et al., 2005 [41] | Cross-sectional U.S. | n = 93 36 mo | Exploratory factor analysis on caregiver responses to the ORI-CEBI. | Not reported | Yes | Not assessed. | Yes |
Rydell et al., 1995 [42] | Cross-sectional Sweden | n = 240 6.1 to 11.0 y | Caregiver or teacher indicated at least two of the behaviors (eats small portions, refuses foods, disinterested in food/does not appear hungry), with behaviors occurring at least three to four times per week. | 6 to 16% | Yes | Not assessed. | No. It appears that weight and height were assessed at different time points from the child’s eating behaviors. The difference in time points is not clearly stated, but the wording in the publication suggests this may be 1 to 2 y. |
Reference | Measure, Age at Intake Analysis | Fruits | Vegetables | Grains and Grain Products | Dairy | Meats and Meat Alternatives | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
PE | NPE | PE | NPE | PE | NPE | PE | NPE | PE | NPE | ||
Li et al. [12] | Intake as g/d, reported as mean ± SD 6 to 35 mo | 45.3 ± 78.9 * | 78.9 ± 121.8 | 66.2 ± 87.6 | 52.8 ± 72.8 | 117.3 ± 82.2 | 154.1 ± 139.3 | 298.1 ± 214.9 | 223.6 ± 208.9 | Meat | |
67.5 ± 80.2 * | 49.1 ± 88.8 | ||||||||||
Eggs | |||||||||||
26.1 ± 43.8 | 36.9 ± 44.4 | ||||||||||
van der Horst et al. [15] | Intake (g/d), reported as mean ± SEM 1 to 4 y | 254 ± 12 | 263 ± 9 | 57.9 ± 3.8 * | 69.7 ± 4.1 | 101 ± 4 | 100 ± 4 | 470 ± 15 | 458 ± 13 | 60.9 ± 3.2 * | 76.9 ± 3.9 |
Taylor et al. [14] | Intake (g/d), reported as mean (95% CI) 3.5 y | 46 (36, 56) b,* | 72 (65, 78) | 25 (19, 31) b,* | 52 (48, 57) | -- | 390 (342, 437) b* | 325 (305, 344) | Total meat b | ||
50 (43, 57) * | 61 (57, 65) | ||||||||||
Processed meat b | |||||||||||
24 (20, 28) | 23 (20, 25) | ||||||||||
Fish b | |||||||||||
9 (7, 12) * | 16 (14, 18) | ||||||||||
68 (62, 75) c | 72 (65, 78) | 42 (38, 46) c | 52 (48, 57) | -- | 347 (322, 372) c | 325 (305, 344) | Total meat c | ||||
52 (48, 56) * | 61 (57, 65) | ||||||||||
Processed meat c | |||||||||||
23 (21, 26) | 23 (20, 25) | ||||||||||
Fish c | |||||||||||
15 (13, 17) | 16 (14, 18) | ||||||||||
Berger et al. [23] | Intake in PPE and NPE, reported as mean ± SEM of cup equiv d 5 to 15 y | 0.70 ± 0.10 | 0.72 ± 0.05 | 0.57 ± 0.06 * | 0.73 ± 0.03 | -- | -- | -- | |||
Cardona Cano et al. [25] | % of children not eating ≥10 g of food from the specific food group 14 mo | 4.9 | 3.8 | 46.7 * | 36.0 | Refined | Dairy | Fish | |||
58.8 | 58.9 | 32.5 | 29.3 | 89.1 * | 86.0 | ||||||
Whole | Formula | Meat | |||||||||
15.8 * | 10.6 | 29.2 | 31.4 | 64.8 * | 58.7 | ||||||
Rice, pasta | |||||||||||
22.8 * | 16.6 | ||||||||||
Tharner et al. [30] | Intake, z-score 14 mo | 0.03 | 0.04 | −0.21 * | −0.01 | Refined | Dairy | Fish | |||
0.05 | −0.50 | −0.13 | 0.01 | −0.16* | 0.0 | ||||||
Whole | Formula | Meat | |||||||||
−0.20 * | 0.08 | 0.07 | −0.01 | −0.18 * | 0.04 | ||||||
Pasta, rice, potatoes | |||||||||||
−0.16 | −0.02 | ||||||||||
Haszard et al. [29] | Dietary intake scores mean ± SD 4 to 8 y (mean 6.4 y) | Rec. score ≥ 1 | -- | -- | -- | ||||||
12.3 ± 3.9 * | 14.5 ± 4 | ||||||||||
Carruth et al. [20] e | % of children eating food from category 4 to 6 mo | 64 | 57 | 50 | 47 | 79 | 77 | 100 | 100 | 7 | 5 |
7 to 8 mo | 83 | 90 | 67 | 68 | 88 | 92 | 100 | 100 | 20 | 13 | |
9 to 11 mo | 89 | 89 | 65 | 76 | 96 | 96 | 100 | 100 | 33 | 45 | |
12 to 14 mo | 84 | 94 | 72 | 79 | 98 | 98 | 100 | 99 | 72 | 75 | |
15 to 24 mo | 87 | 84 | 77 | 84 | 95 | 98 | 97 | 97 | 86 | 89 | |
Galloway et al. [39] | # of servings per d, reported as mean ± SD 9 y | 1.0 ± 0.94 * | 1.5 ± 1.1 | 1.3 ± 0.72 | 1.7 ± 0.89 | 5.9 ± 1.6 | 6.3 ± 1.8 | 2.9 ± 1.3 | 2.8 ± 1.2 | 1.4 ± 0.59 | 1.5 ± 0.63 |
Reference | Measure, Age at Intake Analysis | Desserts | Sugar-sweetened Beverages | Savoury Snacks | Mixed Dishes | |||||
---|---|---|---|---|---|---|---|---|---|---|
PE | NPE | PE | NPE | PE | NPE | PE | NPE | |||
Li et al. [12] | Intake as g/d, reported as mean ± SD 6 to 35 mo | 409 ± 362 | 439 ± 351 | -- | -- | -- | -- | -- | -- | |
van der Horst et al. [15] | Intake (g/d), reported as mean ± SEM 1 to 4 y | 161 ± 10 b | 140 ± 8 b | -- | -- | 140.5 ± 7.8 | 161.4 ± 10.1 | 95 ± 6 | 110 ± 6 | |
Cardona Cano et al. [25] | % of children not eating ≥10 g of food from the specific food group 14 mo | Confections | -- | 87.1 | 87.0 | 24.1 | 21.9 | |||
6.2* | 4.1 | |||||||||
Tharner et al. [30] | Intake, z-score 14 mo | Confections | −0.05 | −0.01 | 0.16 * | 0.06 | RTE | |||
0.15 * | −0.04 | |||||||||
0.22 | 0.01 | |||||||||
Haszard et al. [29] | Dietary intake scores mean ± SD 4 to 8 y (mean 6.4 y) | -- | Rec. score ≤ 1 | Rec. score ≤ 2 | -- | |||||
0.9 ± 1.1 | 1.0 ± 1.4 | 2.6 ± 0.9 | 2.4 ± 1.0 | |||||||
Carruth et al. [20] c | % of children eating food from category 4 to 6 mo | 14 b | 12 b | -- | 41 | 41 | 14 | 13 | ||
7 to 8 mo | 48 b | 45 b | -- | 64 | 59 | 52 | 46 | |||
9 to 11 mo | 58 b | 61 b | -- | 69 | 75 | 58 | 66 | |||
12 to 14 mo | 77 b | 76 b | -- | 86 | 87 | 68 | 72 | |||
15 to 24 mo | 86 b | 89 b | -- | 93 | 93 | 67 | 71 | |||
Galloway et al. [39] | # of servings per d, reported as mean ± SD 9 y | 4.9 ± 2.1 * | 5.8 ± 2.8 | -- | -- | -- |
Reference | Relationship Measure | Age at Analysis | Food/Food Group Assessed | Results | |
---|---|---|---|---|---|
Rohde et al. [13] | β (95% CI) (relative to NPE) b | 2 to 6 y (median 3.9 y) | Fruits | 2.9 (−18.1 to 24.0) | |
Vegetables | 0.24 (−24.55 to 25.02) | ||||
Grains and Grain Products | −10.16 (−23.25 to 2.93) | ||||
Oliveira et al. [27] c | OR (95% CI) for relation-ship between early eating behavior and later high fruit and vegetable intakes d. | Feeding difficulties | 4 to 6 mo | Fruits/Vegetables | G21, 0.74 (0.5, 1.03) ALSPAC, 0.82 (0.72, 0.93) * |
12 to 15 mo | G21, 0.69 (0.48, 0.99) * ALSPAC, 0.77 (0.67, 0.88) * | ||||
24 mo | ALSPAC, 0.76 (0.67,0.86) * EDEN, 0.67 (0.49,0.93) * | ||||
48 to 60 mo | G21, 0.66 (0.58, 0.76) * ALSPAC, 0.75 (0.67,0.84) * EDEN, 0.72 (0.51,1.02) | ||||
Poor eating | 4 to 6 mo | G21, 1.13 (0.82, 1.56) ALSPAC, 1.07 (0.94,1.22) EDEN, 1.40 (0.67,2.93) | |||
12 to 15 mo | G21, 0.63 (0.44, 0.92) * ALSPAC, 1.03 (0.9,1.17) EDEN, 0.82 (0.44,1.48) | ||||
24 mo | ALSPAC, 0.87 (0.76, 0.99) * EDEN, 1.12 (0.63,1.98) | ||||
48 to 60 mo | G21, 0.71 (0.62, 0.81) * ALSPAC, 0.80 (0.71,0.91) * | ||||
FR/food neophobia | 4 to 6 mo | G21, 0.87 (0.64, 1.19) ALSPAC, 1.07 (0.92,1.26) | |||
12 to 15 mo | G21, 0.72 (0.50, 1.04) ALSPAC, 0.89 (0.78,1.01) | ||||
24 mo | ALSPAC, 0.84 (0.72, 0.98) * EDEN, 0.60 (0.46,0.79) * | ||||
48 to 60 mo | G21, 0.58 (0.51, 0.67) * ALSPAC, 0.85 (0.76,0.96) * EDEN, 0.62 (0.47,0.82) * | ||||
Rodenburg et al. [32] | Adjusted βq (relationship between food fussiness and food intake) | 7 to 10 y (2009 analysis) | Fruits | β = −0.16 * | |
Sugar/Sweetened Beverages | β = 0.03 | ||||
8 to 11 y (2010 analysis) | Fruits | β = -0.14 * | |||
Sugar/Sweetened Beverages | β = 0.04 | ||||
Horodynski et al. [35] | Odds of consumption for PE vs. NPE | 25 mo | Fruits | OR = 0.641; 95% CI: 0.452 to 0.908 * | |
Vegetables | OR = 0.397; 95% CI: 0.271 to 0.582 * | ||||
Jones et al. [19] | β is the adjusted difference in intake relative to the reference category “choosy most of the time”, which is set at zero. | 7 y | Fruits | Choosy sometimes: β = 1.82; 95% CI: 0.67 to 2.97 Not choosy: β = 2.77; 95% CI: 1.62 to 3.91 * P for trend: <0.001 | |
Vegetables | Choosy sometimes: β = 1.64; 95% CI: 1.03 to 2.24 * Not choosy: β = 2.57; 95% CI: 1.87 to 3.27 * P for trend: <0.001 | ||||
Dubois et al. [37,38] | Odds of eating specified # of servings from each food group relative to the group for which picky eating was “never reported”, which was set at 1.0. | 4.5 y e | Fruits/Vegetables (>5 servings) | PE reported once or twice: OR = 0.733; 95% CI: 0.508 to 1.058 PE reported at all 3 ages: OR = 0.570; 95% CI: 0.278 to 1.169 | |
Grain products (>5 servings) | PE reported once or twice: OR = 0.781; 95% CI: 0.545 to 1.118 PE reported at all 3 ages: OR = 0.635; 95% CI: 0.317 to 1.272 | ||||
Milk products (≥2 servings) | PE reported once or twice: OR = 0.831; 95% CI: 0.646 to 1.069 PE reported at all 3 ages: OR = 0.843; 95% CI: 0.532 to 1.335 | ||||
Meat and alternatives (≥2 servings) | PE reported once or twice: OR = 0.628; 95% CI: 0.479 to 0.823 * PE reported at all 3 ages: OR = 0.319; 95% CI: 0.181 to 0.560 * | ||||
Galloway et al. [40] | rs (value for relationship between pickiness and food intake level). | 7 y | Vegetables | rs = −0.21 * |
Reference | Age Range at Intake Analysis (mean) | Energy [kcal/day (kJ/day), (kJ/kg BW)] | Carbohydrate [g/d (%E)] | Protein [g/d (%E)] | Fat [g/d (%E)] | Fiber (g/d) | |||||
PE | NPE | PE | NPE | PE | NPE | PE | NPE | PE | NPE | ||
Rohde et al. [13] b | 2 to 6 y (3.5 y) | −121.3 (−487.8; 245.1) | -- | 0.72 (−1.20; 2.63) | -- | −1.17 (−2.02; −0.32) * | -- | 0.29 (−1.50; 2.09) | -- | -- | -- |
Kwon et al. [22] c | 1 to 5 y (2.8 y) | 1155 d,* | 1340 | 173.3 (60%) d | 204.4 (61%) | 46.2 (16%) d | 53.6 (16%) | 30.8 (24%) d | 35.7 (24%) | -- | -- |
1261 e | 1304 | 189.2 (60%) e | 204.4 (61%) | 50.4 (16%) e | 53.6 (16%) | 33.6 (24%) e | 35.7 (24%) | -- | -- | ||
Li et al. [12] | 6 to 11 mo | 727 | 744 | 108.3 (59.6%) | 105 (56.5%) | 23.5 (12.9%) | 24.2 (13.0%) | 23.2 (28.7%) | 25.7 (31.1%) | 1.7 (0.47%) | 2.1 (0.56%) |
12 to 23 mo | 1108 | 1146 | 150.1 (54.2%) | 154.8 (54.0%) | 39.3 (14.2%) | 41.3 (14.4%) | 39.9 (32.4%) | 41.0 (32.2%) | 3.5 (0.63%) | 4.3 (0.75%) | |
24 to 35 mo | 1200 | 1182 | 159.8 (53.3%) | 165.5 (56.0%) | 46.2 (15.4%) | 45.0 (15.2%) | 43.9 * (32.9%) | 39.4 (30.0%) | 5.7 (0.95%) | 5.9 (1.0%) | |
Taylor et al. [14] f | 3.5 y | 1350g | 1363 | 175 (51.9%) g | 178 (52.2%) | 46.1 (13.7%) g | 47.9 (14.1%) | 55.9 (37.3%) g | 55.2 (36.5%) | -- | -- |
1346h | 1,363 | 176 (52.3%) h | 178 (52.2%) | 44.7 * (13.3%)h | 47.9 (14.1%) | 56.9 (38.1%) h | 55.2 (36.5%) | ||||
Antoniou et al. [24] | 9 y | (329) | (324) | -- | -- | -- | -- | -- | -- | -- | -- |
Xue et al. [16] | 7 to 12 y | 1297 * | 1470 | 169 * (52.1%) | 198 (53.9%) | 46.2 * (14.3%) | 54.9 (14.9%) | 49.6 (34.4%) | 56.9 (34.8%) | 5.03 * (0.78%) | 6.37 (0.87%) |
Xue et al. [17] | 3 to 7 y | 1554 | 1628 | 214 (55.1%) | 225 (55.3%) | 51.8 * (13.3%) | 55.8 (13.7%) | 57.8 (33.5%) | 59.3 (32.8%) | 6.8 (0.88%) | 7.6 (0.93%) |
Cardona Cano et al. [25] | 14 mo | 1293 * | 1329 | -- | -- | -- | -- | -- | -- | -- | -- |
Tharner et al. [30] | 14 mo | 1300 | 1316 | -- | -- | -- | -- | -- | -- | -- | -- |
Dubois et al. [37,38] | 4.5 y | 1548 * | 1625 | 212 (54.8) * | 219 (53.6%) | 52.5 * (13.4%) * | 58.6 (14.2%) | 54.5 * (31.9%) | 57.5 (33.3%) | -- | -- |
Galloway et al. [40] | 9 y | 1778 | 1838 | 248 (55.7%) | 262 (57.1%) | 62 (14.0%) | 63 (13.7%) | 63 (31.7%) | 65 (31.9%) | 11.2 * (1.26%) | 12.7 (1.38%) |
Carruth et al. [20] | 7 to 8 mo | 785 * | 838 | 108 (55%) | 119 (56%) | 14.2 (7.3%) | 16.3 (7.8%) | 33 (37%) | 33 (36%) | -- | -- |
9 to 11 mo | 911 * | 989 | 130 (57%) | 138 (56%) | 19.0 (8.3%) | 23.8 (9.6%) | 35 * (34%) | 38 (35%) | -- | -- | |
Jacobi et al. [5] | 3.5 y i | 1559 | 1546 | -- | -- | -- | -- | -- | -- | -- | -- |
5.5 y i | 1589 * | 1659 | -- | -- | -- | -- | -- | -- | -- | -- | |
Carruth and Skinner [3] j | 34 mo | 1468 ± 318 | 1300 j | -- | -- | 49 ± 14 (13.3%) | 16 j | 53 ± 15 (32.5%) | -- | -- | -- |
42 mo | 1380 ± 261 | 1300 j | -- | -- | 46 ± 14 (13.3%) | 16 j | 45 ± 13 (29.3%) | -- | -- | -- | |
60 mo | 1716 ± 426 | 1800 j | -- | -- | 56 ± 18 (13.1%) | 24 j | 61 ± 21 (32.0%) | -- | -- | -- | |
72 mo | 1762 ± 388 | 1800 j | -- | -- | 60 ± 17 (13.6%) | 24 j | 62 ± 15 (31.7%) | -- | -- | -- | |
84 mo | 1812 ± 338 | 1800 j | -- | -- | 58 ± 18 (12.8%) | 24 j | 64 ± 16 (31.8%) | -- | -- | -- | |
Carruth et al. [9] | 24 to 36 mo | 1468 | 1472 | 198.8 (54.2%) | 196.8 (53.5%) | 49 (13.3%) | 52 (14.1%) | 53 (32.5%) | 53 (32.4%) | -- | -- |
Reference | Age at Intake Analysis | Vitamin A (μg RAE/d) | Vitamin D (μg/d) | Vitamin E (mg/d) | Vitamin C (mg/d) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | ||
Li et al. [12] | 6 to 11 mo | 509 ± 385 * | 670 ± 564 | 400 | -- | -- | -- | 7.0 ± 5.5 | 7.6 ± 9.2 | 3 | 45 ± 43 * | 58 ± 45 | 50 |
12 to 23 mo | 908 ± 802 | 867 ± 801 | 500 | -- | -- | -- | 11.1 ± 7.7 | 12.5 ± 8.7 | 4 | 88 ± 86 | 87 ± 93 | 60 | |
24 to 35 mo | 713 ± 629 | 691 ± 553 | 500 | -- | -- | -- | 12.4 ± 8.3 | 12.4 ± 9.2 | 4 | 88 ± 290 | 69 ± 68 | 60 | |
Kwon et al. [22] c,d | 1 to 5 y | 393 ± 205 * | 460 ± 239 | 300 to 400 | -- | -- | -- | -- | -- | -- | 77 ± 55 * | 94 ± 61 | 15 to 25 |
Taylor et al. [14] d,e | 3.5 y | 365 (332, 399) | 370 (331, 409) | 300 to 400 | 1.7 (1.4, 2.1) | 1.8 (1.7, 1.9) | 15 | 5.7 (5.3, 6.1) | 6.2 (5.9, 6.4) | 6 to 7 | 54 (46, 62) | 55 (51, 59) | 15 to 25 |
Xue et al. [16] d | 7 to 12 y | 229 * (115, 378) | 294 (165, 430) | 400 to 600 | -- | -- | -- | 16.4 * (11.6,23.6) | 19.3 (12.8, 26.3) | 7 to 11 | 36 * (17, 68) | 53 (28, 100) | 25 to 45 |
Xue et al. [17] d | 3 to 7 y | 543 ± 43 | 482 ± 27 | 300 to 400 | -- | -- | -- | 19.1 ± 0.6 | 19.1 ± 0.5 | 6 to 7 | 67 ± 3 | 64 ± 2 | 15 to 25 |
Galloway et al. [39] | 9 yrs | 669.7 ± 282 | 718.1 ± 288 | 600 | -- | -- | -- | 5.6 ± 1.5 * | 6.8 ± 2.3 | 11 | 67.0 ± 39 | 78.0 ± 39 | 45 |
Carruth et al. [20] | 7 to 8 mo | -- | -- | -- | -- | -- | -- | 9.3 ± 3.0 * | 11.2 ± 8.7 | 6 | 96 ± 43 * | 107 ± 48 | 50 |
9 to 11 mo | -- | -- | -- | -- | -- | -- | 9.4 ± 4.0 | 9.6 ± 4.2 | 6 | 103 ± 52 | 105 ± 56 | 50 | |
Carruth and Skinner [3] f | 34 mo | 754 ± 528 | -- | 400 | 4.0 ± 2.6 | -- | 5 | 4.0 ± 2.8 | -- | 6 | 88 ± 74 | -- | 15 |
42 mo | 505 ± 217 | -- | 400 | 3.9 ± 2.2 | -- | 5 | 2.8 ± 2.0 | -- | 6 | 67 ± 49 | -- | 15 | |
60 mo | 751 ± 372 | -- | 500 | 4.3 ± 2.3 | -- | 5 | 2.8 ± 2.2 | -- | 7 | 68 ± 38 | -- | 25 | |
72 mo | 766 ± 459 | -- | 500 | 4.5 ± 2.3 | -- | 5 | 4.2 ± 2.9 | -- | 7 | 75 ± 39 | -- | 25 | |
84 mo | 718 ± 442 | -- | 500 | 4.8 ± 2.6 | -- | 5 | 4.7 ± 3.9 | -- | 7 | 88 ± 54 | -- | 25 | |
Carruth et al. [9] | 24 to 36 mo | 754 ± 528 | 780 ± 466 | 400 | 4.0 ± 2.6 | 4.8 ± 2.9 | 10 | 4.0 ± 2.8 | 4.5 ± 3.3 | 6 | 88 ± 74 | 93 ± 66 | 40 |
Reference | Age at Intake Analysis | Folate (μg/d) | Vitamin B6 (mg/d) | Vitamin B12 (μg/d) | Thiamine (mg/d) | Riboflavin (mg/d) | Niacin (mg/d) | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | ||
Li et al. [12] | 6 to 11 mo | 82 ± 124 | 92 ± 89 | 80 d | 0.2 ± 0.3 * | 0.3 ± 0.4 | 0.3 d | -- | -- | -- | -- | -- | -- | 0.6 ± 0.5 * | 0.8 ± 0.6 | 0.5 | 4.6 ± 4.2 | 4.2 ± 3.3 | 3 |
12 to 23 mo | 141 ± 110 | 138 ± 108 | 120 d | 0.6 ± 0.8 | 0.5 ± 0.5 | 0.4 d | -- | -- | -- | 0.4 ± 0.8 | 0.4 ± 0.7 | 0.6 | 1.2 ± 1.2 | 1.2 ± 1.2 | 0.6 | 6.8 ± 4.4 | 7.7 ± 5.8 | 6 | |
24 to 35 mo | 178 ± 196 | 173 ± 170 | 120 d | 0.5 ± 0.4 | 0.6 ± 0.8 | 0.4 d | -- | -- | -- | 0.2 ± 0.4 | 0.3 ± 0.8 | 0.6 | 1.0 ± 0.8 | 1.1 ± 1.1 | 0.6 | 8.6 ± 5.3 | 8.9 ± 6.6 | 6 | |
Kwon et al. [22] c,d | 1 to 5 y | -- | -- | -- | -- | -- | -- | -- | -- | -- | 0.66 ± 0.24 * | 0.78 ± 0.26 | 0.5 to 0.6 | 0.9 ± 0.3 * | 1.0 ± 0.3 | 0.5 to 0.6 | 8.0 ± 3.0 * | 9.0 ± 3.0 | 6 to 8 |
Taylor et al. [14] d,e | 3.5 y | 146 (138, 154) | 154 (150, 159) | 150 | 1.2 * (1.1, 1.3) | 1.3 (1.3, 1.4) | 0.5 | 3.1 (2.9, 3.3) | 3.1 (3.0, 3.3) | 0.9 | 0.9 (0.9, 1.0) | 1.0 (0.9, 1.0) | 0.5 | 1.5 (1.4, 1.6) | 1.4 (1.4, 1.5) | 0.5 | 19.4 * (18.6, 20.2) | 21.2 (20.7, 21.8) | 6 |
Xue et al. [16] d | 7 to 12 y | -- | -- | -- | -- | -- | -- | -- | --- | -- | 0.5 * (0.3, 0.8) | 0.6 (0.4, 0.9) | 0.6 to 0.9 | 0.7 * (0.4, 0.9) | 0.8 (0.5, 1.1) | 0.6 to 0.9 | 9.2 (5.5, 13.5) | 11.3 (6.8, 16.4) | 8 to 12 |
Xue et al. [17] d | 3 to 7 y | -- | -- | -- | -- | -- | -- | -- | -- | -- | 0.9 ± 0.1 | 0.8 ± 0.0 | 0.5 to 0.6 | 0.9 ± 0.1 | 0.9 ± 0.1 | 0.5 to 0.6 | 11.0 ± 0.3 | 11.2 ± 0.3 | 6 to 8 |
Galloway et al. [39] | 9 y | 303 ± 92 * | 330 ± 87 | 300 | 1.5 ± 0.49 | 1.4 ± 0.41 | 1.0 | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
Carruth et al. [20] | 7 to 8 mo | 156 ± 88 | 190 ± 335 | 80 | 0.7 ± 0.4 | 0.7 ± 0.4 | 0.3 | 1.6 ± 1.1 | 1.7 ± 1.4 | 0.5 | 0.73 ± 0.3 * | 0.84 ± 0.4 | 0.3 | 1.1 ± 0.5 * | 1.2 ± 0.6 | 0.4 | 9 ± 4 * | 10 ± 5 | 4 |
9 to 11 mo | 199 ± 103 * | 228 ± 141 | 80 | 0.8 ± 0.4 * | 0.9 ± 0.5 | 0.3 | 1.9 ± 1.1 * | 2.2 ± 1.0 | 0.5 | 0.88 ± 0.4 * | 0.94 ± 0.4 | 0.3 | 1.3 ± 0.5 * | 1.4 ± 0.6 | 0.4 | 11 ± 5 | 11 ± 5 | 4 | |
Carruth and Skinner [3] f | 34 mo | 129 ± 63 | -- | 150 | 1.1 ± 0.4 | -- | 0.5 | 2.8 ± 1.4 | -- | 0.9 | -- | -- | -- | -- | -- | -- | -- | -- | -- |
42 mo | 153 ± 60 | -- | 150 | 1.1 ± 0.4 | -- | 0.5 | 2.9 ± 1.4 | -- | 0.9 | -- | -- | -- | -- | -- | -- | -- | -- | -- | |
60 mo | 172 ± 52 | -- | 200 | 1.3 ± 0.4 | -- | 0.6 | 3.7 ± 1.4 | -- | 1.2 | -- | -- | -- | -- | -- | -- | -- | -- | -- | |
72 mo | 200 ± 83 | -- | 200 | 1.5 ± 0.6 | -- | 0.6 | 4.0 ± 1.7 | -- | 1.2 | -- | -- | -- | -- | -- | -- | -- | -- | -- | |
84 mo | 202 ± 131 | -- | 200 | 1.5 ± 0.6 | -- | 0.6 | 3.7 ± 1.8 | -- | 1.2 | -- | -- | -- | -- | -- | -- | -- | -- | -- | |
Carruth et al. [9] | 24 to 36 mo | 129 ± 63 | 158 ± 87 | 50 | 1.1 ± 0.4 | 1.1 ± 0.4 | 1.0 | 2.8 ± 1.4 | 3.0 ± 1.4 | 0.7 | -- | -- | -- | -- | -- | -- | -- | -- | -- |
Reference | Age at Intake Analysis | Calcium (mg/d) | Iron (mg/d) | Magnesium (mg/d) | Zinc (mg/d) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | PE | NPE | RDA/AI | ||
Li et al. [12] | 6 to 11 mo | 503 ± 557 | 539 ± 408 | 400 | 8.3 ± 6.6 | 8.7 ± 6.0 | 10 | 115 ± 69 | 122 ± 81 | 70 | 5.3 ± 4.6 | 5.0 ± 3.1 | 8 |
12 to 23 mo | 812 ± 736 | 801 ± 853 | 600 | 13.0 ± 9.0 | 13.4 ± 9.5 | 12 | 144 ± 79 | 154 ± 99 | 100 | 7.5 ± 5.1 | 7.7 ± 5.6 | 9 | |
24 to 35 mo | 650 ± 516 | 642 ± 536 | 600 | 15.0 ± 11.3 | 15.3 ± 15.1 | 12 | 156 ± 77 | 162 ± 93 | 100 | 7.7 ± 4.2 | 7.6 ± 4.5 | 8 | |
Kwon et al. [22] c,d | 1 to 5 y | 416 ± 146 | 449 ± 217 | 700 to 1000 | 8 ± 3 * | 10 ± 4 | 7 to 10 | -- | -- | -- | -- | -- | -- |
Taylor et al. [14] e | 3.5 y | 796 (740, 853) | 754(728, 780) | 350 | 5.9 (5.5, 6.2) * | 6.5 (6.3, 6.6) | 6.9 | -- | -- | -- | 4.9 (4.6, 5.1) * | 5.3 (5.2, 5.5) | 5 |
Xue et al. [16] d | 7 to 12 y | 289 (157, 471) * | 330(193, 545) | 1000 to 1300 | 12.6 (9, 18) * | 14.7 (11, 22) | 8 to 10 | 173 (121, 234) * | 209 (151, 284) | 130 to 240 | 6.6 (4.6, 8.9) * | 7.5 (5.5, 10.6) | 5 to 8 |
Xue et al. [17] d | 3 to 7 y | 446 ± 24 | 443 ± 23 | 700 to 1000 | 15.7 ± 0.4* | 17.3 ± 0.5 | 7 to 10 | 210 ± 5 | 230 ± 7 | 80 to 130 | 8.3 ± 0.2 * | 9.3 ± 0.4 | 3 to 5 |
Galloway et al. [39] | 9 y | 911 ± 320 | 905 ± 288 | 1300 | 12.0 ± 3.9 | 12.9 ± 3.8 | 8 | 212.3 ± 47.3 | 213.7 ± 52.7 | 240 | 8.7 ± 2.6 | 9.0 ± 2.6 | 8 |
Carruth et al. [20] | 7 to 8 mo | 542 ± 241 | 597 ± 235 | 270 | 14 ± 9 * | 17 ± 8 | 11 | 98 ± 43 | 105 ± 40 | 75 | 5 ± 2 | 5 ± 2 | 3 |
9 to 11 mo | 608 ± 252 * | 693 ± 338 | 270 | 15 ± 10 | 16 ± 9 | 11 | 115 ± 44 * | 131 ± 60 | 75 | 5 ± 2 * | 6 ± 3 | 3 | |
Carruth and Skinner [3] f | 34 mo | 763 ± 343 | -- | 500 | 9 ± 4 | -- | 10 | 157 ± 49 | -- | 80 | 6 ± 3 | -- | 10 |
42 mo | 714 ± 242 | -- | 500 | 9 ± 3 | -- | 10 | 158 ± 47 | -- | 80 | 7 ± 3 | -- | 10 | |
60 mo | 911 ± 344 | -- | 800 | 10 ± 3 | -- | 10 | 192 ± 66 | -- | 130 | 8 ± 3 | -- | 10 | |
72 mo | 878 ± 308 | -- | 800 | 13 ± 4 | -- | 10 | 202 ± 59 | -- | 130 | 9 ± 2 | -- | 10 | |
84 mo | 888 ± 384 | -- | 800 | 12 ± 5 | -- | 10 | 196 ± 63 | -- | 130 | 8 ± 3 | -- | 10 | |
Carruth et al. [9] | 24 to 36 mo | 763 ± 343 | 853 ± 347 | 800 | 9 ± 4 | 10 ± 7 | 10 | 157 ± 49 | 167 ± 57 | 80 | 6 ± 3 | 6 ± 3 | 10 |
Reference | Age at BL | Sample Size (%PE) | Outcome(s) Assessed | Results | Between Group Statistical Significance | |
---|---|---|---|---|---|---|
PE | NPE | |||||
Studies where PE status was not significantly associated with impaired growth | ||||||
Li et al. [12] | 6 to 35 mo | n = 1414 (23.8%) | Proportion of children OW [n (%)], defined as a weight-for height z-score >2 | 47 (14.2%) | 169 (16.0%) | NS |
Proportion of children NW [n (%)], defined as weight-for height z-score between −2 and 2 | 278 (84.2%) | 873 (83.0%) | NS | |||
Proportion of children UW [n (%)], defined as weight-for height z-score < 2 | 6 (1.6%) | 11 (1.0%) | NS | |||
Rohde et al. [13] | 2 to 6 y | n = 271 (16%) | BL BMI z-score [mean (95% CI)] | 0.1 (−1.3;1.2) | 0.1 (−1.2;1.1) | NS |
15-mo follow-up BMI z-score [mean (95% CI)] | 0.04 (−0.13; 0.21) | -- | NS | |||
Werthmann et al. [28] | 2.5 to 4 y | n = 32 (NR) | BMI | -- | -- | NS |
Equit et al. [31] | 4 to 7 y | n = 1090 (34%) | Proportion UW, defined as BMI ≤ 3rd percentile | 4.0% | 2.8% | NS |
van der Horst [33] | 6 to 12 y | n = 305 (45%) | Proportion UW (internationally-based BMI cut-offs) | 7.2% | 9.9% | NS |
Mascola et al. [7] | 11 y | n = 120 (22%) | BMI | -- | -- | NS |
Jacobi et al. [1] | 7.7 to 12.7 y | n = 426 (19%) | BMI (mean ± SD) | 17.16 ± 2.62 | 17.67 ± 3.01 | NS |
Lewinsohn et al. [41] | 3 y | n = 93 (NR) | BMI | -- | -- | NS |
Jacobi et al. [5] | 3.5 to 5.5 y | n = 135 (21%) | BMI (mean ± SD) | Age 4 y: 15.8 ± 1.2 Age 5 y: 15.9 ± 1.2 | Age 4 y: 16.4 ± 1.4 Age 5 y: 16.3 ± 1.4 | NS NS |
Carruth and Skinner [3] | 34 to 84 mo | n = 71 (30 to 49%, based on age) | BW | -- | -- | NS |
Body height | -- | -- | NS | |||
Carruth et al. [9] | 24 to 36 mo | n = 118 (36%) | BW, in kg (mean ± SD) | M: 13.3 ± 1.5 F: 12.5 ± 1.4 | M: 13.5 ± 1.4 F: 12.5 ± 1.9 | NS NS |
Body height, in cm (mean ± SD) | M: 88.9 ± 3.8 F: 88.1 ± 3.0 | M: 89.4 ± 3.8 F: 86.4 ± 4.1 | NS NS | |||
Rydell et al. [42] | 6 to 11 y | n = 240 (6 to 16%, based on PE status at school, home, and school + home) | Proportion of children with weight:height score of −1 SD | Home and school choosy: 26% School-choosy: 14% Home-choosy: 7% | Not choosy: 13% | NS |
Studies where PE status was associated with significantly impaired growth in some (but not all) of the parameters assessed | ||||||
Kwon et al. [22] | 1 to 5 y | n = 184 (70.1%, overall; 29.9%, eating small amount; 44.0%, refusal to eat specific food groups) | Children classified as PE based on “eating small amounts”a | |||
Weight-for-age z-score | −0.2 ± 0.9 | 0.2 ± 0.8 | SS ↓ in PE | |||
Height-for-age z-score | −0.5 ± 1.1 | −0.2 ± 1.1 | NS | |||
BMI-for-age z-score | 0.0 ± 1.3 | 0.4 ± 0.9 | SS ↓ in PE | |||
Children who refused≥2 food groups were classified as PE for “refusal to eat specific food groups”b | ||||||
Weight-for-age z-score | 0.0 ± 0.9 | 0.1 ± 0.7 | NS | |||
Height-for-age z-score | −0.3 ± 1.1 | −0.2 ± 1.1 | NS | |||
BMI-for-age z-score | 0.2 ± 0.9 | 0.3 ± 1.1 | NS | |||
Antoniou et al. [24] | 5 y | n = 1024 (39.3%) | Height, in cm (mean ± SD) | 111.14 ± 6.15 | 112.58 ± 6.06 | SS ↓ in PE |
BMI, in kg/m2 (mean ± SD) | 15.14 ± 1.37 | 15.36 ± 1.40 | SS ↓ in PE | |||
UW [n (%)] | 86 (22.87%) | 104 (17.75%) | SS ↑ in PE | |||
NW [n (%)] | 269 (71.54%) | 425 (72.53%) | SS ↓ in PE | |||
OW/OB [n (%)] | 21 (5.59%) | 57 (9.73%) | SS ↓ in PE | |||
Change in BMI from BL until 9 y in children at risk of becoming UW and with low NW status at BL [adjusted β (95% CI)] | +0.05 (−0.11; +0.22) | NA | NS | |||
Change in BMI from BL until 9 y in children at risk of becoming OW & with high NW status at BL [adjusted β (95% CI)] | −0.08 (−0.25; +0.10) | NA | NS | |||
Berger et al. [23] | 5 to 15 y | n = 197 (18% persistent PE) | BMI z-scores | -- | -- | SS ↓ in persistent PE (at all time points, BMI tracked along the 50th percentile in PE and along the 65th percentile in NPE) |
Prevalence of UW | -- | -- | NS | |||
Prevalence of OW/OB, defined as BMI ≥85th percentile | <2% | 5 y: 21% 7 y: 22% 9 y: 36% 11 y: 34% 13 y: 28% 15 y: 24% | -- | |||
Xue et al. [17] | 3 to 7 y | n = 937 (54%) | BW, in kg (mean ± SEM) | 18.11 ± 0.13 | 18.96 ± 0.16 | SS ↓ in PE |
Weight for age (mean ± SEM) | 0.08 ± 0.04 | 0.23 ± 0.05 | SS ↓ in PE | |||
Height, in cm (mean ± SEM) | 108.66 ± 0.33 | 110.45 ± 0.39 | NS | |||
Height for age (mean ± SEM) | 0.18 ± 0.04 | 0.31 ± 0.05 | NS | |||
BMI, in kg/m2 (mean ± SEM) | 15.28 ± 0.06 | 15.46 ± 0.07 | SS ↓ in PE | |||
BMI for age (mean ± SEM) | −0.06 ± 0.04 | 0.04 ± 0.05 | NS | |||
Ekstein et al. [34] | 14 to 91 mo | n = 170 (NR) | Proportion UW (weight-for-length below 5th percentile) | 20.6% | 6.6% | Odds of being UW was SS ↑ in PE vs. NPE [adjusted OR = 3.6 (1.2 to 10.7)] c |
BW, in kg (mean ± SD) | 13.3 ± 4.3 | 14.1 ± 5.1 | NS | |||
Wright et al. [6] | 30 mo | n = 455 (8%, definitely faddy; 15%, maybe faddy; 20%, eating problem) | z-score for BW (mean ± SD) | Maybe faddy: 0.2 ± 1.3 Definitely faddy: 0.04 ± 1.1 | Not faddy: 0.5 ± 1.2 | NS |
Eating problem: 0.1 ± 1.3 | No eating problem: 0.5 ± 1.1 | SS ↓ in PE | ||||
z-score for body height (mean ± SD) | Maybe faddy: 0.2 ± 1.4 Definitely faddy: −0.2 ± 1.1 | Not faddy: 0.3 ± 1.0 | NS | |||
Eating problem: −0.2 ± 1.3 | No eating problem: 0.3 ± 1.0 | SS ↓ in PE | ||||
Thrive Index (i.e., measure of weight gain starting from birth) | Maybe faddy: 0.3 ± 1.2 Definitely faddy: 0.1 ± 1.0 | Not faddy: 0.5 ± 1.1 | NS | |||
Eating problem: 0.1 ± 1.2 | No eating problem: 0.5 ± 1.1 | SS ↓weight gained since birth in PE | ||||
Chatoor et al. [21] | 12 to 37 mo | n = 68 (NR) | % Ideal BW | 102.4% | 107.7% | SS ↓ in PE but PE status was not a predictor of % ideal BW in multiple regression analysis. |
Studies where PE status was associated with significantly impaired growth in all of the parameters assessed | ||||||
de Barse et al. [26] | 4 y | n = 4191 (5.7%) | BMI-SDS [β (95% CI)] | −0.37 (−0.47, −0.26) | NA | SS ↓ in PE |
Fat Mass Index SDS [β (95% CI)] | −0.22 (−0.33, −0.12) | NA | SS ↓ in PE | |||
FFM Index SDS [β (95% CI)] | −0.41 (−0.54, −0.29) | NA | SS ↓ in PE | |||
Change in BMI SDS from 4 to 6 y, adjusting for BL BMI at 4 y | 0.11 lower BMI-SDS at 6 y (95 % CI: −0.19, −0.04) | NA | SS ↓ in PE (due mainly to a decrease in FFM) | |||
Risk of becoming UW [OR (95% CI)] | 2.28 (1.34, 3.87) | NA | SS ↑ in PE | |||
Rodenburg et al. [32] | 7 to 10 y | n = 1275 (NR) | Child BMI z-score in 2009 (at time of PE assessment)—adjusted β (P-value) d | −0.08 (P < 0.01) | NA | SS ↓ with ↑ food fussiness |
Child BMI z-score in 2010 (1 y after PE assessment)—adjusted β (P-value) e | −0.08 (P < 0.01) | NA | SS ↓ with ↑ food fussiness | |||
Xue et al. [16] | 7 to 12 y | n = 793 (59.3%) | Height, in cm | 135.0 ± 11.2 | 138.0 ± 11.2 | SS ↓ in PE |
Height-for-age z-score | 0.13 ± 1.03 | 0.29 ± 1.16 | SS ↓ in PE | |||
BW, in kg | 31.0 ± 9.6 | 34.8 ± 11.4 | SS ↓ in PE | |||
Weight-for-age z-score | −0.07 ± 1.09 | 0.25 ± 1.17 | SS ↓ in PE | |||
BMI, in kg/m2 | 16.7 ± 3.0 | 17.9 ± 3.9 | SS ↓ in PE | |||
BMI-for-age z-score | 0.09 ± 1.54 | 0.09 ± 1.54 | SS ↓ in PE | |||
Tharner et al. [30] | 4 y | n = 4915 (5.6%) | BMI, in kg/m2 (mean ± SEM) | 15.45 ± 0.09 | 15.84 ± 0.03 | SS ↓ in PE |
Proportion UW (internationally-based BMI cut-offs) | 19.3% | 12.3% | SS ↑ in PE | |||
Dubois et al. [37] | 2.5 y | n = 1498 (14 to 16.9% at each age; 5.5% at all 3 time points) | Proportion UW (BMI < 10th percentile) | PE at 1 or 2 time points: 18.3% | Never PE: 13.2% | NS |
PE at 3 time points: 26.8% | Never PE: 13.2% | Odds of being UW was SS ↑ for PE vs. NPE [adjusted OR = 2.42 (1.38–4.22)] f | ||||
Proportion OW (BMI ≥ 95th percentile) | PE at 1 or 2 time points: 6.9% | Never PE: 9.9% | NS | |||
PE at 3 time points: 7.7% | Never PE: 9.9% | NS | ||||
Galloway et al. [39] | 9 y | n = 173 (48%) | BMI, in kg/m2 (mean ± SD) | 17.9 ± 2.7 | 18.9 ± 3.4 | SS ↓ in PE |
% Body Fat (mean ± SD) | 25.6 ± 6.6% | 27.8 ± 7.4% | SS ↓ in PE | |||
Proportion OW (BMI > 85th percentile) or OB (BMI > 95th percentile) | 18% | 43% | SS ↓ in PE | |||
Carruth et al. [20] | 4 to 24 mo | n = 2854 (19 to 50%, based on age) | Odds of being a PE according to weight-for-age percentiles | -- | -- | Odds of being a PE were SS ↓ in children with higher weight-for-age percentiles: 0 to 25th: OR = 1.00 25 to 50th: OR = 0.62 (0.45 to 0.86) 50 to 75th: OR = 0.61 (0.45 to 0.84) 75 to 100th: OR = 0.66 (0.49 to 0.88) |
© 2018 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 (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Samuel, T.M.; Musa-Veloso, K.; Ho, M.; Venditti, C.; Shahkhalili-Dulloo, Y. A Narrative Review of Childhood Picky Eating and Its Relationship to Food Intakes, Nutritional Status, and Growth. Nutrients 2018, 10, 1992. https://doi.org/10.3390/nu10121992
Samuel TM, Musa-Veloso K, Ho M, Venditti C, Shahkhalili-Dulloo Y. A Narrative Review of Childhood Picky Eating and Its Relationship to Food Intakes, Nutritional Status, and Growth. Nutrients. 2018; 10(12):1992. https://doi.org/10.3390/nu10121992
Chicago/Turabian StyleSamuel, Tinu Mary, Kathy Musa-Veloso, Manki Ho, Carolina Venditti, and Yassaman Shahkhalili-Dulloo. 2018. "A Narrative Review of Childhood Picky Eating and Its Relationship to Food Intakes, Nutritional Status, and Growth" Nutrients 10, no. 12: 1992. https://doi.org/10.3390/nu10121992