Abstract
The use of mobile health apps to improve diet and nutrition behaviors has increased in recent years. Several studies have described the benefits and advantages of this technology as a complement to interventions for improving nutrition behaviors and nutrition‐related health outcomes, including obesity indices and clinical parameters. Few of these works have developed clinical mobile health apps for children, and although parents play a critical role in children’s nutrition behaviors, work targeting parents is scarce. The work presented in this paper describes the development of the PersuHabit app, a stand-alone mobile health app targeting parents to promote the intake of fruits and vegetables (FVs) and reduce the intake of ultra-processed foods (UPF) in children aged 6 to 10 years. The paper also presents the execution of an exploratory pilot study to assess the feasibility, acceptability, and preliminary effects of the PersuHabit app. The results are presented and discussed, and actions for further improvement of the PersuHabit app are identified.
Similar content being viewed by others
References
Peters R, Ee N, Peters J, Beckett N, Booth A, Rockwood K, Anstey KJ (2019) Common risk factors for major noncommunicable disease, a systematic overview of reviews and commentary: the implied potential for targeted risk reduction. Ther Adv Chronic Dis 10:2040622319880392. https://doi.org/10.1177/2040622319880392
Heindel JJ, Schug TT (2013) The Perfect Storm for Obesity. Obesity 21:1079–1080. https://doi.org/10.1002/oby.20222
Afshin A, Sur PJ, Fay KA, Cornaby L, Ferrara G, Salama JS, Mullany EC, Abate KH, Abbafati C, Abebe Z, Afarideh M, Aggarwal A, Agrawal S, Akinyemiju T, Alahdab F, Bacha U, Bachman VF, Badali H, Badawi A, Bensenor IM, Bernabe E, Biadgilign SKK, Biryukov SH, Cahill LE, Carrero JJ, Cercy KM, Dandona L, Dandona R, Dang AK, Degefa MG, El Sayed Zaki M, Esteghamati A, Esteghamati S, Fanzo J, Farinha CS e S, Farvid MS, Farzadfar F, Feigin VL, Fernandes JC, Flor LS, Foigt NA, Forouzanfar MH, Ganji M, Geleijnse JM, Gillum RF, Goulart AC, Grosso G, Guessous I, Hamidi S, Hankey GJ, Harikrishnan S, Hassen HY, Hay SI, Hoang CL, Horino M, Ikeda N, Islami F, Jackson MD, James SL, Johansson L, Jonas JB, Kasaeian A, Khader YS, Khalil IA, Khang Y-H, Kimokoti RW, Kokubo Y, Kumar GA, Lallukka T, Lopez AD, Lorkowski S, Lotufo PA, Lozano R, Malekzadeh R, März W, Meier T, Melaku YA, Mendoza W, Mensink GBM, Micha R, Miller TR, Mirarefin M, Mohan V, Mokdad AH, Mozaffarian D, Nagel G, Naghavi M, Nguyen CT, Nixon MR, Ong KL, Pereira DM, Poustchi H, Qorbani M, Rai RK, Razo-García C, Rehm CD, Rivera JA, Rodríguez-Ramírez S, Roshandel G, Roth GA, Sanabria J, Sánchez-Pimienta TG, Sartorius B, Schmidhuber J, Schutte AE, Sepanlou SG, Shin M-J, Sorensen RJD, Springmann M, Szponar L, Thorne-Lyman AL, Thrift AG, Touvier M, Tran BX, Tyrovolas S, Ukwaja KN, Ullah I, Uthman OA, Vaezghasemi M, Vasankari TJ, Vollset SE, Vos T, Vu GT, Vu LG, Weiderpass E, Werdecker A, Wijeratne T, Willett WC, Wu JH, Xu G, Yonemoto N, Yu C, Murray CJL (2019) Health effects of dietary risks in 195 countries, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. The Lancet 393:1958–1972. https://doi.org/10.1016/S0140-6736(19)30041-8
World Health Organization (2020) Healthy diet. https://www.who.int/en/news-room/fact-sheets/detail/healthy-diet. Accessed 7 Feb 2020
Shepherd J, Harden A, Rees R, Brunton G, Garcia J, Oliver S, Oakley A (2006) Young people and healthy eating: a systematic review of research on barriers and facilitators. Health Educ Res 21:239–257. https://doi.org/10.1093/her/cyh060
Gaona-Pineda EB, Martínez-Tapia B, Arango-Angarita A, Valenzuela-Bravo D, Gómez-Acosta LM, Shamah-Levy T, Rodríguez-Ramírez S (2018) Consumo de grupos de alimentos y factores sociodemográficos en población mexicana. Salud Pública México 60:272–282. https://doi.org/10.21149/8803
López-Olmedo N, Carriquiry AL, Rodríguez-Ramírez S, Ramírez-Silva I, Espinosa-Montero J, Hernández-Barrera L, Campirano F, Martínez-Tapia B, Rivera JA (2016) Usual intake of added sugars and saturated fats is high while dietary fiber is low in the Mexican population. J Nutr 146:1856S-1865S. https://doi.org/10.3945/jn.115.218214
Williams EP, Mesidor M, Winters K, Dubbert PM, Wyatt SB (2015) Overweight and obesity: prevalence, consequences, and causes of a growing public health problem. Curr Obes Rep 4:363–370. https://doi.org/10.1007/s13679-015-0169-4
Lobstein T, Jackson-Leach R, Moodie ML, Hall KD, Gortmaker SL, Swinburn BA, James WP, Wang Y, McPherson K (2015) Child and adolescent obesity: part of a bigger picture. The Lancet 385:2510–2520. https://doi.org/10.1016/S0140-6736(14)61746-3
Zarnowiecki D, Sinn N, Petkov J, Dollman J (2012) Parental nutrition knowledge and attitudes as predictors of 5–6-year-old children’s healthy food knowledge. Public Health Nutr 15:1284–1290. https://doi.org/10.1017/S1368980011003259
Birch L, Savage JS, Ventura A (2007) Influences on the Development of Children’s Eating Behaviours: From Infancy to Adolescence. Can J Diet Pract Res 68:s1–s56
Instituto Nacional de Estadística y Geografía (INEGI), Instituto Nacional de Salud Pública (INSP) (2018) Encuesta Nacional de Salud y Nutrición 2018
Kelsey MM, Zaepfel A, Bjornstad P, Nadeau KJ (2014) Age-related consequences of childhood obesity. Gerontology 60:222–228. https://doi.org/10.1159/000356023
Faught E, Ploeg KV, Chu YL, Storey K, Veugelers PJ (2016) The influence of parental encouragement and caring about healthy eating on children’s diet quality and body weights. Public Health Nutr 19:822–829. https://doi.org/10.1017/S1368980015002049
Mitchell GL, Farrow C, Haycraft E, Meyer C (2013) Parental influences on children’s eating behaviour and characteristics of successful parent-focussed interventions. Appetite 60:85–94. https://doi.org/10.1016/j.appet.2012.09.014
Scaglioni S, De Cosmi V, Ciappolino V, Parazzini F, Brambilla P, Agostoni C (2018) Factors Influencing Children’s Eating Behaviours. Nutrients 10:706. https://doi.org/10.3390/nu10060706
Nishtar S, Gluckman P, Armstrong T (2016) Ending childhood obesity: a time for action. The Lancet 387:825–827. https://doi.org/10.1016/S0140-6736(16)00140-9
Branco D, Pires AC, Simão H, Gomes A, Pereira A, Sousa J, Barros L, Guerreiro T (2021) Exploring How a Digitized Program Can Support Parents to Improve Their Children’s Nutritional Habits. In: Ardito C, Lanzilotti R, Malizia A, Petrie H, Piccinno A, Desolda G, Inkpen K (eds) Human-Computer Interaction – INTERACT 2021. Springer International Publishing, Cham, pp 211–220
Nyström CD, Sandin S, Henriksson P, Henriksson H, Trolle-Lagerros Y, Larsson C, Maddison R, Ortega FB, Pomeroy J, Ruiz JR, Silfvernagel K, Timpka T, Löf M (2017) Mobile-based intervention intended to stop obesity in preschool-aged children: the MINISTOP randomized controlled trial. Am J Clin Nutr 105:1327–1335. https://doi.org/10.3945/ajcn.116.150995
DiFilippo KN, Huang W-H, Andrade JE, Chapman-Novakofski KM (2015) The use of mobile apps to improve nutrition outcomes: A systematic literature review. J Telemed Telecare 21:243–253. https://doi.org/10.1177/1357633X15572203
Villinger K, Wahl DR, Boeing H, Schupp HT, Renner B (2019) The effectiveness of app-based mobile interventions on nutrition behaviours and nutrition-related health outcomes: A systematic review and meta-analysis. Obes Rev 20:1465–1484. https://doi.org/10.1111/obr.12903
Paramastri R, Pratama SA, Ho DKN, Purnamasari SD, Mohammed AZ, Galvin CJ, Hsu Y-HE, Tanweer A, Humayun A, Househ M, Iqbal U (2020) Use of mobile applications to improve nutrition behaviour: A systematic review. Comput Methods Programs Biomed 192:105459. https://doi.org/10.1016/j.cmpb.2020.105459
Silva BMC, Rodrigues JJPC, de la Torre Díez I, López-Coronado M, Saleem K (2015) Mobile-health: A review of current state in 2015. J Biomed Inform 56:265–272. https://doi.org/10.1016/j.jbi.2015.06.003
Turner T, Spruijt‐Metz D, Wen CKF, Hingle MD (2015) Prevention and treatment of pediatric obesity using mobile and wireless technologies: a systematic review. Pediatr Obes 10:403–409. https://doi.org/10.1111/ijpo.12002
Zhao J, Freeman B, Li M (2016) Can Mobile Phone Apps Influence People’s Health Behavior Change? An Evidence Review. J Med Internet Res 18:e287. https://doi.org/10.2196/jmir.5692
Marcolino MS, Oliveira JAQ, D’Agostino M, Ribeiro AL, Alkmim MBM, Novillo-Ortiz D (2018) The Impact of mHealth Interventions: Systematic Review of Systematic Reviews. JMIR MHealth UHealth 6:e23. https://doi.org/10.2196/mhealth.8873
Schoeppe S, Alley S, Rebar AL, Hayman M, Bray NA, Van Lippevelde W, Gnam J-P, Bachert P, Direito A, Vandelanotte C (2017) Apps to improve diet, physical activity and sedentary behaviour in children and adolescents: a review of quality, features and behaviour change techniques. Int J Behav Nutr Phys Act 14:83. https://doi.org/10.1186/s12966-017-0538-3
Schoffman DE, Turner-McGrievy G, Jones SJ, Wilcox S (2013) Mobile apps for pediatric obesity prevention and treatment, healthy eating, and physical activity promotion: just fun and games? Transl Behav Med 3:320–325. https://doi.org/10.1007/s13142-013-0206-3
Quelly SB, Norris AE, DiPietro JL (2016) Impact of mobile apps to combat obesity in children and adolescents: A systematic literature review. J Spec Pediatr Nurs 21:5–17. https://doi.org/10.1111/jspn.12134
Nollen NL, Mayo MS, Carlson SE, Rapoff MA, Goggin KJ, Ellerbeck EF (2014) Mobile Technology for Obesity Prevention A Randomized Pilot Study in Racial and Ethnic Minority Girls. Am J Prev Med 46:404–408. https://doi.org/10.1016/j.amepre.2013.12.011
Nollen NL, Hutcheson T, Carlson S, Rapoff M, Goggin K, Mayfield C, Ellerbeck E (2013) Development and functionality of a handheld computer program to improve fruit and vegetable intake among low-income youth. Health Educ Res 28:249–264. https://doi.org/10.1093/her/cys099
Sousa P, Martinho R, Reis CI, Dias SS, Gaspar PJS, Dixe M dos A, Luis LS, Ferreira R (2020) Controlled trial of an mHealth intervention to promote healthy behaviours in adolescence (TeenPower): Effectiveness analysis. J Adv Nurs 76:1057–1068. https://doi.org/10.1111/jan.14301
Appel HB, Huang B, Cole A, James R, Ai AL (2014) Starting the Conversation - A Childhood Obesity Knowledge Project Using an App. Br J Med Med Res 4:1526–1538. https://doi.org/10.9734/bjmmr/2014/5512
Watterson, Thomas Andrew (2012) Changes in Attitudes and Behaviors Toward Physical Activity, Nutrition, and Social Support for Middle School Students Using the AFIT App as a Suppliment to Instruction in a Physical Education Class. Dissertations, University of South Florida
Pretlow RA, Stock CM, Allison S, Roeger L (2015) Treatment of child/adolescent obesity using the addiction model: a smartphone app pilot study. Child Obes Print 11:248–259. https://doi.org/10.1089/chi.2014.0124
Zarnowiecki D, Mauch CE, Middleton G, Matwiejczyk L, Watson WL, Dibbs J, Dessaix A, Golley RK (2020) A systematic evaluation of digital nutrition promotion websites and apps for supporting parents to influence children’s nutrition. Int J Behav Nutr Phys Act 17:17. https://doi.org/10.1186/s12966-020-0915-1
Tate EB, Spruijt-Metz D, O’Reilly G, Jordan-Marsh M, Gotsis M, Pentz MA, Dunton GF (2013) mHealth approaches to child obesity prevention: successes, unique challenges, and next directions. Transl Behav Med 3:406–415. https://doi.org/10.1007/s13142-013-0222-3
Johansson L, Hagman E, Danielsson P (2020) A novel interactive mobile health support system for pediatric obesity treatment: a randomized controlled feasibility trial. BMC Pediatr 20:447. https://doi.org/10.1186/s12887-020-02338-9
Xu R, Cvijikj IP, Kowatsch T, Michahelles F, Büchter D, Brogle B, Dintheer A, I’Allemand D, Maass W (2014) Tell Me What to Eat – Design and Evaluation of a Mobile Companion Helping Children and Their Parents to Plan Nutrition Intake. In: Aarts E, de Ruyter B, Markopoulos P, van Loenen E, Wichert R, Schouten B, Terken J, Van Kranenburg R, Den Ouden E, O’Hare G (eds) Lecture Notes in Computer Science, vol 8850. Springer International Publishing, Cham, pp 100–113
Bakırcı-Taylor AL, Reed DB, McCool B, Dawson JA (2019) mHealth Improved Fruit and Vegetable Accessibility and Intake in Young Children. J Nutr Educ Behav 51:556–566. https://doi.org/10.1016/j.jneb.2018.11.008
Curtis KE, Lahiri S, Brown KE (2015) Targeting Parents for Childhood Weight Management: Development of a Theory-Driven and User-Centered Healthy Eating App. JMIR MHealth UHealth 3:e69. https://doi.org/10.2196/mhealth.3857
Davis DW, Logsdon MC, Vogt K, Rushton J, Myers J, Lauf A, Hogan F (2017) Parent Education is Changing: A Review of Smartphone Apps. MCN Am J Matern Nurs 42:248–256. https://doi.org/10.1097/NMC.0000000000000353
Burrows T, Hutchesson M, Chai LK, Rollo M, Skinner G, Collins C (2015) Nutrition Interventions for Prevention and Management of Childhood Obesity: What Do Parents Want from an eHealth Program? Nutrients 7:10469–10479. https://doi.org/10.3390/nu7125546
Gilmore KJ, Meersand P (2013) Normal Child and Adolescent Development: A Psychodynamic Primer. American Psychiatric Pub
Norman DA, Draper SW (1986) User Centered System Design; New Perspectives on Human-Computer Interaction. L. Erlbaum Associates Inc., New, Jersey, USA
Skinner BF (1965) Science and human behavior. Simon and Schuster, New York, NY, USA
Beck AT (1993) Cognitive therapy: nature and relation to behavior therapy. J Psychother Pract Res 2:342–356
Michie S, Ashford S, Sniehotta FF, Dombrowski SU, Bishop A, French DP (2011) A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: the CALO-RE taxonomy. Psychol Health 26:1479–1498. https://doi.org/10.1080/08870446.2010.540664
Wing RR, Goldstein MG, Acton KJ, Birch LL, Jakicic JM, Sallis JF, Smith-West D, Jeffery RW, Surwit RS (2001) Behavioral Science Research in Diabetes: Lifestyle changes related to obesity, eating behavior, and physical activity. Diabetes Care 24:117–123. https://doi.org/10.2337/diacare.24.1.117
Bejarano CM, Marker AM, Cushing CC (2019) Cognitive-Behavioral Therapy for Pediatric Obesity. In: Friedberg RD, Paternostro JK (eds) Handbook of Cognitive Behavioral Therapy for Pediatric Medical Conditions. Springer International Publishing, Cham, pp 369–383
Michie S, West R, Sheals K, Godinho CA (2018) Evaluating the effectiveness of behavior change techniques in health-related behavior: a scoping review of methods used. Transl Behav Med 8:212–224. https://doi.org/10.1093/tbm/ibx019
Michie S, Richardson M, Johnston M, Abraham C, Francis J, Hardeman W, Eccles MP, Cane J, Wood CE (2013) The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions. Ann Behav Med Publ Soc Behav Med 46:81–95. https://doi.org/10.1007/s12160-013-9486-6
Kazdin A (2012) The Token Economy: A Review and Evaluation. Springer Science & Business Media
Coelho LF, Barbosa DLF, Rizzutti S, Muszkat M, Bueno OFA, Miranda MC (2015) Use of Cognitive Behavioral Therapy and Token Economy to Alleviate Dysfunctional Behavior in Children with Attention-Deficit Hyperactivity Disorder. Front Psychiatry 6:167. https://doi.org/10.3389/fpsyt.2015.00167
PhD DR, MA MAM, PhD SDAH, MA PMO (2004) Behavior Change and Perceptions of Change: Evaluating the Effectiveness of a Token Economy. Child Fam Behav Ther 26:17–36. https://doi.org/10.1300/J019v26n02_02
Magrab PR, Papadopoulou ZL (1977) The effect of a token economy on dietary compliance for children on hemodialysis. J Appl Behav Anal 10:573–578. https://doi.org/10.1901/jaba.1977.10-573
Hickey V, Flesch L, Lane A, Pai ALH, Huber J, Badia P, Davies SM, Dandoy CE (2018) Token economy to improve adherence to activities of daily living. Pediatr Blood Cancer 65:e27387. https://doi.org/10.1002/pbc.27387
World Health Organization. Nutrition Unit. (2003) Fruit and vegetable promotion initiative : a meeting report, 25–27/08/03. https://apps.who.int/iris/handle/10665/68395
Rivera Dommarco J, Pérez Lizaur AB, Batis Ruvalcaba, Zendejas Vela D (2015) Consumir porciones recomendadas de alimentos según la edad. In: Bonvecchio Arenas A, Fernández-Graxiola C, Plazas Belausteguigoitia M, Kaufer-Horwitz M, Pérez Lizaur AB, Rivera Dommarco J (eds) Guías alimentarias y de actividad física en contexto de sobrepeso y obesidad en la población mexicana. Académica Nacional de Medicina (ANM), México, pp 63–75
Pérez Lizaur AB, Palacios González B, Castro Becerra AL, Flores Galicia I (2014) Sistema Mexicano de Alimentos Equivalentes SMAE. National Institute of Medical Sciences Salvador Zubirán and Ogali, México
Monteiro CA, Cannon G, Lawrence M, Costa Louzada ML (2019) Ultra-processed foods, diet quality, and health using the NOVA classification system | Global Forum on Food Security and Nutrition (FSN Forum). http://www.fao.org/fsnforum/resources/fsn-resources/ultra-processed-foods-diet-quality-and-health-using-nova-classification. Accessed 29 Dec 2020
Bonvecchio Arenas A, González W, Fernández-Gaxiola AC (2015) Alimentación en las Diferentes Etapas de la Vida. In: Bonvecchio Arenas A, Fernández-Gaxiola AC, Plazas Belausteguigoitia M, Kaufer-Horwitz M, Pérez Lizaur AB, Rivera Dommarco JA (eds) Guías alimentarias y de actividad física en contexto de sobrepeso y obesidad en la población mexicana. Académica Nacional de Medicina (ANM), México, pp 42–62
Askari M, Heshmati J, Shahinfar H, Tripathi N, Daneshzad E (2020) Ultra-processed food and the risk of overweight and obesity: a systematic review and meta-analysis of observational studies. Int J Obes 44:2080–2091. https://doi.org/10.1038/s41366-020-00650-z
Srour B, Fezeu LK, Kesse-Guyot E, Allès B, Debras C, Druesne-Pecollo N, Chazelas E, Deschasaux M, Hercberg S, Galan P, Monteiro CA, Julia C, Touvier M (2020) Ultraprocessed Food Consumption and Risk of Type 2 Diabetes Among Participants of the NutriNet-Santé Prospective Cohort. JAMA Intern Med 180:283–291. https://doi.org/10.1001/jamainternmed.2019.5942
Rauber F, Campagnolo PDB, Hoffman DJ, Vitolo MR (2015) Consumption of ultra-processed food products and its effects on children’s lipid profiles: A longitudinal study. Nutr Metab Cardiovasc Dis 25:116–122. https://doi.org/10.1016/j.numecd.2014.08.001
Elizabeth L, Machado P, Zinöcker M, Baker P, Lawrence M (2020) Ultra-Processed Foods and Health Outcomes: A Narrative Review. Nutrients 12:. https://doi.org/10.3390/nu12071955
Ivy JW, Meindl JN, Overley E, Robson KM (2017) Token Economy: A Systematic Review of Procedural Descriptions. Behav Modif 41:708–737. https://doi.org/10.1177/0145445517699559
Martínez Moreno AG, López-Espinoza A, Vázquez MB, García Flores CL, Gómez HDM (2016) Modificación de la conducta alimentaria. Una asignatura para nutriólogos. In: López-Espinoza A, Martínez Moreno AG (eds) La Educación en Alimentación y Nutrición. McGraw-Hill, México
Vollmer TR, Iwata BA (1991) Establishing operations and reinforcement effects. J Appl Behav Anal 24:279–291. https://doi.org/10.1901/jaba.1991.24-279
Massari DJ (1971) Reinforcer effectiveness in children as a function of stimulus satiation. J Exp Child Psychol 11:310–321. https://doi.org/10.1016/0022-0965(71)90086-5
Spahn JM, Reeves RS, Keim KS, Laquatra I, Kellogg M, Jortberg B, Clark NA (2010) State of the evidence regarding behavior change theories and strategies in nutrition counseling to facilitate health and food behavior change. J Am Diet Assoc 110:879–891. https://doi.org/10.1016/j.jada.2010.03.021
Martínez Moreno AG, López-Espinoza A, López-Uriarte PJ, Solano Santos LV, Solórzano Villagrana PV (2015) Control conductual y obesidad infantil. In: López-Espinoza A, Martínez Moreno AG, Uriarte- López PJ (eds) México obeso: actualidades y perspectivas. Editorial Universitaria, México, pp 238–249
Fernández Suverza A, Haua Navarro K (2010) El ABCD de la evaluación del estado de nutrición. McGraw-Hill, México, DF
Nadal C, Sas C, Doherty G (2020) Technology Acceptance in Mobile Health: Scoping Review of Definitions, Models, and Measurement. J Med Internet Res 22:e17256. https://doi.org/10.2196/17256
Sekhon M, Cartwright M, Francis JJ (2017) Acceptability of healthcare interventions: an overview of reviews and development of a theoretical framework. BMC Health Serv Res 17:88. https://doi.org/10.1186/s12913-017-2031-8
Perski O, Short CE (2021) Acceptability of digital health interventions: embracing the complexity. Transl Behav Med 11:1473–1480. https://doi.org/10.1093/tbm/ibab048
Hassenzahl M, Tractinsky N (2006) User experience - a research agenda. Behav Inf Technol 25:91–97. https://doi.org/10.1080/01449290500330331
Perski O, Blandford A, West R, Michie S (2017) Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis. Transl Behav Med 7:254–267. https://doi.org/10.1007/s13142-016-0453-1
Martínez-Miranda J, Martínez A, Ramos R, Aguilar H, Jiménez L, Arias H, Rosales G, Valencia E (2019) Assessment of users’ acceptability of a mobile-based embodied conversational agent for the prevention and detection of suicidal behaviour. J Med Syst 43:246 (2019). https://doi.org/10.1007/s10916-019-1387-1
Sauro J, Zarolia P (2017) SUPR-Qm: a questionnaire to measure the mobile app user experience. J Usability Stud 13:17–37
Stoyanov SR, Hides L, Kavanagh DJ, Wilson H (2016) Development and Validation of the User Version of the Mobile Application Rating Scale (uMARS). JMIR MHealth UHealth 4:e72. https://doi.org/10.2196/mhealth.5849
Vereecken C, Pauw AD, Cauwenbergh SV, Maes L (2012) Development and test–retest reliability of a nutrition knowledge questionnaire for primary-school children. Public Health Nutr 15:1630–1638. https://doi.org/10.1017/S1368980012002959
Flores Vazquez A, Macedo G (2016) Validación de un cuestionario autocompletado de hábitos alimentarios para adolescentes en Jalisco, México. Rev Espanola Nutr Comunitaria 22:26–31. https://doi.org/10.14642/RENC.2016.22.2.5138
KIM HS, PARK J, MA Y, IM M (2019) What Are the Barriers at Home and School to Healthy Eating?: Overweight/Obese Child and Parent Perspectives. J Nurs Res 27:e48. https://doi.org/10.1097/jnr.0000000000000321
Hingle MD, O’Connor TM, Dave JM, Baranowski T (2010) Parental involvement in interventions to improve child dietary intake: A systematic review. Prev Med 51:103–111. https://doi.org/10.1016/j.ypmed.2010.04.014
Perry CL, Luepker RV, Murray DM, Kurth C, Mullis R, Crockett S, Jacobs DR (1988) Parent involvement with children’s health promotion: the Minnesota Home Team. Am J Public Health 78:1156–1160. https://doi.org/10.2105/ajph.78.9.1156
Davidson K, Vidgen H (2017) Why do parents enrol in a childhood obesity management program?: a qualitative study with parents of overweight and obese children. BMC Public Health 17:159. https://doi.org/10.1186/s12889-017-4085-2
Milne-Ives M, Lam C, Cock CD, Velthoven MHV, Meinert E (2020) Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review. JMIR MHealth UHealth 8:e17046. https://doi.org/10.2196/17046
Carter MC, Burley VJ, Nykjaer C, Cade JE (2013) Adherence to a Smartphone Application for Weight Loss Compared to Website and Paper Diary: Pilot Randomized Controlled Trial. J Med Internet Res 15:e32. https://doi.org/10.2196/jmir.2283
Rhee KE, Lago CWD, Arscott-Mills T, Mehta SD, Davis RK (2005) Factors Associated With Parental Readiness to Make Changes for Overweight Children. Pediatrics 116:e94–e101. https://doi.org/10.1542/peds.2004-2479
Wang Y, Xue H, Huang Y, Huang L, Zhang D (2017) A Systematic Review of Application and Effectiveness of mHealth Interventions for Obesity and Diabetes Treatment and Self-Management. Adv Nutr 8:449–462. https://doi.org/10.3945/an.116.014100
Mummah S, Robinson TN, Mathur M, Farzinkhou S, Sutton S, Gardner CD (2017) Effect of a mobile app intervention on vegetable consumption in overweight adults: a randomized controlled trial. Int J Behav Nutr Phys Act 14:125. https://doi.org/10.1186/s12966-017-0563-2
Scaglioni S, Salvioni M, Galimberti C (2008) Influence of parental attitudes in the development of children eating behaviour. Br J Nutr 99:S22–S25. https://doi.org/10.1017/S0007114508892471
Livingstone MBE, Robson PJ, Wallace JMW (2004) Issues in dietary intake assessment of children and adolescents. Br J Nutr 92:S213–S222. https://doi.org/10.1079/BJN20041169
Acknowledgements
We thank the National Technology of Mexico/Guzman City Campus for granting the first author permission to carry out postgraduate studies (M00/1339/2018). We also thank the Mexican National Research Council (CONACYT) for financial support (grant number PDCPN-2015-824) of the program “Convocatoria de Problemas Nacionales 2015 CONACyT”. We thank all the teachers, parents, and children who participated in this study. We thank the software developers Miguel Ángel Jacobo and Marco Antonio Aguilar Anguiano for participating in the development of the PersuHabit app. Finally, we thank nutritionist Aida Gabriela Anaya Flores for her advice and support in designing the nutrition content and nutrition design elements of the PersuHabit app.
Funding
Partial financial support was received from the Mexican National Research Council (CONACyT) grant number PDCPN-2015–824).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Ethical Approval
The Bioethics Committee of the Centro de Investigacion Cientifica y de Educacion Superior de Ensenada (Ensenada, Baja California, Mexico) approved this study (No. HUM_2020_03). All procedures performed were approved for studies involving human participants according to the ethical standards of the institutional and/or national research committee and the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Conflict of Interest
The authors declare that they have no conflicts of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article is part of the Topical Collection on Mobile & Wireless Health
Appendices
Appendix 1
Questionnaire for acceptability assessment
Number | Question | Scale |
---|---|---|
Q1 | I am satisfied with the app | 1) Strongly disagree |
Q2 | I like to use the app frequently | 2) Disagree |
Q3 | I would like to continue using the app | 3) Undecided |
Q4 | The app is lovely | 4) Agree |
Q5 | I find the app attractive | 5) Strongly agree |
Q6 | The app has all the features and functions you could want | |
Q7 | The functionalities of the app meet my requirements | |
Q8 | The design of the app makes it easy to find the information I’m looking for | |
Q9 | The app is easy to use | |
Q10 | It is easy to navigate within the app | |
Q11 | I felt that I had control in the app | |
Q12 | I found it easy to learn how to use the app | |
Q13 | All the information in the app was clear and understandable | |
Q14 | The messages sent by the app were clear and understandable | |
Q15 | I felt tired or bored when using the app (reversed) | |
Q16 | The app helped me improve my child’s eating habits | |
Q17 | The app educated me on nutrition issues | |
Q18 | The app educated me on how to achieve a healthy diet for my child | |
Q19 | The app helped me to have better control of my child’s food intake | |
Q20 | The app helped me to be more aware of my child's eating habits | |
Q21 | The app allowed me to realize how healthy my child’s diet is | |
Q22 | The app persuaded me to improve my child’s eating habits | |
Q23 | The app motivated me to improve my child’s eating habits |
Items Q1-Q3 relate to engagement, items Q4-Q15 relate to user experience/usability, and items Q16-Q23 relate to perceived effectiveness. These sections are based on the questionnaires of Martinez-Miranda et al. [79], Sauro and Zaloria [80], and Stoyanov et al. [81], respectively.
Appendix 2
Questionnaire for parents’ knowledge about the recommended intake of FVs assessment.
Number | Question | Scale |
---|---|---|
Q1 | How many vegetables should adults eat, according to doctors and dietitians? | 1) 1–2 pieces per week 2) 3–4 pieces per week 3) 1 per day 4) 2–3 pieces per day 5) I do not know |
Q2 | How many fruits should adults eat, according to doctors and dietitians? | 1) 1 serving per day 2) 2 servings per day 3) 3 servings per day 4) 4 or more servings per day 5) I do not know |
Q3 | How many vegetables should children eat, according to doctors and dietitians? | 1) 1–2 pieces per week 2) 3–4 pieces per week 3) 1 per day 4) 2–3 pieces per day 5) I do not know |
Q4 | How many fruits should children eat, according to doctors and dietitians? | 1) 1 serving per day 2) 2 servings per day 3) 3 servings per day 4) 4 or more servings per day 5) I do not know |
This questionnaire is based on the questionnaire developed by Vereecken et al. [82].
Appendix 3
Questionnaire for parents’ intake of FVs and UPF assessment.
Number | Question | Scale |
---|---|---|
Q1 | How many days a week do you eat vegetables (at least 100 g – example, a cucumber or half a chayote)? | 1) 0 to 2 2) 3 to 4 3) 5 to 6 4) daily |
Q2 | On days you eat vegetables, how many servings do you consume (Approximately 100 g, example, a cucumber or half chayote)? | 1) 1 serving 2) 2 servings 3) 3 servings 4) 4 servings or more |
Q3 | How many days a week do you eat vegetables (at least 100 g—example: a cucumber or half a chayote)? | 1) 0 to 2 2) 3 to 4 3) 5 to 6 4) daily |
Q4 | On days you eat vegetables, how many servings do you consume (Approximately 100 g, example: a cucumber or half chayote)? | 1) 1 serving 2) 2 servings 3) 3 servings 4) 4 servings or more |
Q5 | How many days a week do you eat ham, sausage, salami, or chorizo? | 1) None 2) 1 to 2 3) 3 to 4 4) 5 or more |
Q6 | How many days a week do you eat fast food (hamburgers, pizzas)? | |
Q7 | How many days a week do you eat sweets or chocolates? | |
Q8 | How many days a week do you eat sweet bread, cookies, or cakes? | |
Q9 | How many days a week do you eat French fries, chips, nachos, or similar snacks? | |
Q10 | How many days a week do you drink soda, bottled juices, or fresh water? |
Items Q1 and Q2 relate to the intake of fruits, items Q3 and Q4 relate to the intake of vegetables, and items Q5-Q10 relate to the intake of UPFs. This questionnaire is based on the Sects. 1 and 2 of the questionnaire developed by Flores and Macedo [83].
Rights and permissions
Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Vázquez-Paz, A.M., Michel-Nava, R.M., Delgado-Pérez, E.E. et al. Parents’ mHealth App for Promoting Healthy Eating Behaviors in Children: Feasibility, Acceptability, and Pilot Study. J Med Syst 46, 70 (2022). https://doi.org/10.1007/s10916-022-01860-w
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10916-022-01860-w