TY - JOUR
T1 - Parent strategies for expanding food variety
T2 - Reflections of 19,239 adults with symptoms of Avoidant/Restrictive Food Intake Disorder
AU - Kim, Young Kyung
AU - Di Martino, J. Matías
AU - Nicholas, Julia
AU - Rivera-Cancel, Alannah
AU - Wildes, Jennifer E.
AU - Marcus, Marsha D.
AU - Sapiro, Guillermo
AU - Zucker, Nancy
N1 - Publisher Copyright:
© 2021 Wiley Periodicals LLC.
PY - 2022/1
Y1 - 2022/1
N2 - Objective: To characterize helpful parent feeding strategies using reflections on childhood eating experiences of adults with symptoms of Avoidant/Restrictive Food Intake Disorder (ARFID). Method: We explored a unique text-based dataset gathered from a population of N = 19,239 self-identified adult “picky eaters.” The sample included adults with symptoms of ARFID as evidenced by marked interference in psychosocial functioning, weight loss/sustained low weight, and/or nutritional deficiency (likely ARFID), and non-ARFID participants. We leveraged state-of-the-art natural language processing (NLP) methods to classify feeding strategies that were perceived as helpful or not helpful. The best classifiers that distinguished helpful approaches were further analyzed using qualitative coding according to a grounded theory approach. Results: NLP reliably and accurately classified the perceived helpfulness of caregivers' feeding strategies (82%) and provided information about features of helpful parent strategies using recollections of adults with varying degrees of food avoidance. Strategies perceived as forceful were regarded as not helpful. Positive and encouraging strategies were perceived as helpful in improving attitudes toward food and minimizing social discomfort around eating. Although food variety improved, adults still struggled with a degree of avoidance/restriction. Discussion: Adults perceived that positive parent feeding strategies were helpful even though they continued to experience some degree of food avoidance. Creating a positive emotional context surrounding food and eating with others may help to eliminate psychosocial impairment and increase food approach in those with severe food avoidance. Nevertheless, additional tools to optimize parent strategies and improve individuals' capacity to incorporate avoided foods and cope with challenging eating situations are needed.
AB - Objective: To characterize helpful parent feeding strategies using reflections on childhood eating experiences of adults with symptoms of Avoidant/Restrictive Food Intake Disorder (ARFID). Method: We explored a unique text-based dataset gathered from a population of N = 19,239 self-identified adult “picky eaters.” The sample included adults with symptoms of ARFID as evidenced by marked interference in psychosocial functioning, weight loss/sustained low weight, and/or nutritional deficiency (likely ARFID), and non-ARFID participants. We leveraged state-of-the-art natural language processing (NLP) methods to classify feeding strategies that were perceived as helpful or not helpful. The best classifiers that distinguished helpful approaches were further analyzed using qualitative coding according to a grounded theory approach. Results: NLP reliably and accurately classified the perceived helpfulness of caregivers' feeding strategies (82%) and provided information about features of helpful parent strategies using recollections of adults with varying degrees of food avoidance. Strategies perceived as forceful were regarded as not helpful. Positive and encouraging strategies were perceived as helpful in improving attitudes toward food and minimizing social discomfort around eating. Although food variety improved, adults still struggled with a degree of avoidance/restriction. Discussion: Adults perceived that positive parent feeding strategies were helpful even though they continued to experience some degree of food avoidance. Creating a positive emotional context surrounding food and eating with others may help to eliminate psychosocial impairment and increase food approach in those with severe food avoidance. Nevertheless, additional tools to optimize parent strategies and improve individuals' capacity to incorporate avoided foods and cope with challenging eating situations are needed.
UR - http://www.scopus.com/inward/record.url?scp=85118851243&partnerID=8YFLogxK
U2 - 10.1002/eat.23639
DO - 10.1002/eat.23639
M3 - Artículo
C2 - 34761436
AN - SCOPUS:85118851243
SN - 0276-3478
VL - 55
SP - 108
EP - 119
JO - International Journal of Eating Disorders
JF - International Journal of Eating Disorders
IS - 1
ER -